CPU info:
    CPU Model Name: Intel(R) Xeon(R) CPU E5-2690 v3 @ 2.60GHz
    Hardware threads: 12
    Total Memory: 57691188 kB
-------------------------------------------------------------------
=== Running /home/ubuntu/workspace/build/gpu/release/bin/cntk configFile=/home/ubuntu/workspace/Tests/EndToEndTests/Examples/Speech/TIMIT/AdaptLearnRate/../../../../../../Examples/Speech/Miscellaneous/TIMIT/config/TIMIT_AdaptLearnRate.cntk currentDirectory=/data/ubuntu/CNTKTestData/Speech/ASR RunDir=/tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu DataDir=/data/ubuntu/CNTKTestData/Speech/ASR ConfigDir=/home/ubuntu/workspace/Tests/EndToEndTests/Examples/Speech/TIMIT/AdaptLearnRate/../../../../../../Examples/Speech/Miscellaneous/TIMIT/config OutputDir=/tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu DeviceId=0 timestamping=true LibDir=/home/ubuntu/workspace/Tests/EndToEndTests/Examples/Speech/TIMIT/AdaptLearnRate/../../../../../../Examples/Speech/Miscellaneous/TIMIT/config/../lib ScpDir=/data/ubuntu/CNTKTestData/Speech/ASR MlfDir=/data/ubuntu/CNTKTestData/Speech/ASR NdlDir=/home/ubuntu/workspace/Tests/EndToEndTests/Examples/Speech/TIMIT/AdaptLearnRate/../../../../../../Examples/Speech/Miscellaneous/TIMIT/config MelDir=/home/ubuntu/workspace/Tests/EndToEndTests/Examples/Speech/TIMIT/AdaptLearnRate/../../../../../../Examples/Speech/Miscellaneous/TIMIT/config ExpDir=/tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp DeviceNumber=0 TIMIT_TrainAdaptLR=[reader=[useMersenneTwisterRand=true]] TIMIT_TrainAdaptLR=[cvReader=[useMersenneTwisterRand=true]]
CNTK 2.3.1+ (HEAD c4c2ce, Jan 16 2018 16:21:59) at 2018/01/16 22:31:32

/home/ubuntu/workspace/build/gpu/release/bin/cntk  configFile=/home/ubuntu/workspace/Tests/EndToEndTests/Examples/Speech/TIMIT/AdaptLearnRate/../../../../../../Examples/Speech/Miscellaneous/TIMIT/config/TIMIT_AdaptLearnRate.cntk  currentDirectory=/data/ubuntu/CNTKTestData/Speech/ASR  RunDir=/tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu  DataDir=/data/ubuntu/CNTKTestData/Speech/ASR  ConfigDir=/home/ubuntu/workspace/Tests/EndToEndTests/Examples/Speech/TIMIT/AdaptLearnRate/../../../../../../Examples/Speech/Miscellaneous/TIMIT/config  OutputDir=/tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu  DeviceId=0  timestamping=true  LibDir=/home/ubuntu/workspace/Tests/EndToEndTests/Examples/Speech/TIMIT/AdaptLearnRate/../../../../../../Examples/Speech/Miscellaneous/TIMIT/config/../lib  ScpDir=/data/ubuntu/CNTKTestData/Speech/ASR  MlfDir=/data/ubuntu/CNTKTestData/Speech/ASR  NdlDir=/home/ubuntu/workspace/Tests/EndToEndTests/Examples/Speech/TIMIT/AdaptLearnRate/../../../../../../Examples/Speech/Miscellaneous/TIMIT/config  MelDir=/home/ubuntu/workspace/Tests/EndToEndTests/Examples/Speech/TIMIT/AdaptLearnRate/../../../../../../Examples/Speech/Miscellaneous/TIMIT/config  ExpDir=/tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp  DeviceNumber=0  TIMIT_TrainAdaptLR=[reader=[useMersenneTwisterRand=true]]  TIMIT_TrainAdaptLR=[cvReader=[useMersenneTwisterRand=true]]
Changed current directory to /data/ubuntu/CNTKTestData/Speech/ASR
01/16/2018 22:31:32: -------------------------------------------------------------------
01/16/2018 22:31:32: Build info: 

01/16/2018 22:31:32: 		Built time: Jan 16 2018 16:15:42
01/16/2018 22:31:32: 		Last modified date: Tue Jan 16 16:13:51 2018
01/16/2018 22:31:32: 		Build type: release
01/16/2018 22:31:32: 		Build target: GPU
01/16/2018 22:31:32: 		With ASGD: yes
01/16/2018 22:31:32: 		Math lib: mkl
01/16/2018 22:31:32: 		CUDA version: 9.0.0
01/16/2018 22:31:32: 		CUDNN version: 7.0.4
01/16/2018 22:31:32: 		Build Branch: HEAD
01/16/2018 22:31:32: 		Build SHA1: c4c2ce8c6e89b5c32e4d07523081283417bcfc6d
01/16/2018 22:31:32: 		MPI distribution: Open MPI
01/16/2018 22:31:32: 		MPI version: 1.10.7
01/16/2018 22:31:32: -------------------------------------------------------------------
01/16/2018 22:31:33: -------------------------------------------------------------------
01/16/2018 22:31:33: GPU info:

01/16/2018 22:31:33: 		Device[0]: cores = 3072; computeCapability = 5.2; type = "Tesla M60"; total memory = 8123 MB; free memory = 8112 MB
01/16/2018 22:31:33: -------------------------------------------------------------------

01/16/2018 22:31:33: ##############################################################################
01/16/2018 22:31:33: #                                                                            #
01/16/2018 22:31:33: # TIMIT_TrainAdaptLR command (train action)                                  #
01/16/2018 22:31:33: #                                                                            #
01/16/2018 22:31:33: ##############################################################################

01/16/2018 22:31:33: 
Creating virgin network.
SimpleNetworkBuilder Using GPU 0
reading script file /data/ubuntu/CNTKTestData/Speech/ASR/TIMIT.train.scp.fbank.fullpath.rnn ... 3696 entries
total 183 state names in state list /data/ubuntu/CNTKTestData/Speech/ASR/TIMIT.statelist
htkmlfreader: reading MLF file /data/ubuntu/CNTKTestData/Speech/ASR/TIMIT.train.align_cistate.mlf.cntk ... total 3696 entries
....................................................................................................feature set 0: 1124823 frames in 3696 out of 3696 utterances
label set 0: 183 classes
minibatchutterancesource: 3696 utterances grouped into 13 chunks, av. chunk size: 284.3 utterances, 86524.8 frames
reading script file /data/ubuntu/CNTKTestData/Speech/ASR/TIMIT.dev.scp.fbank.fullpath.rnn ... 400 entries
total 183 state names in state list /data/ubuntu/CNTKTestData/Speech/ASR/TIMIT.statelist
htkmlfreader: reading MLF file /data/ubuntu/CNTKTestData/Speech/ASR/TIMIT.dev.align_cistate.mlf.cntk ... total 400 entries
................................................................................feature set 0: 122487 frames in 400 out of 400 utterances
label set 0: 183 classes
minibatchutterancesource: 400 utterances grouped into 2 chunks, av. chunk size: 200.0 utterances, 61243.5 frames
01/16/2018 22:31:33: 
Model has 30 nodes. Using GPU 0.

01/16/2018 22:31:33: Training criterion:   CrossEntropyWithSoftmax = CrossEntropyWithSoftmax
01/16/2018 22:31:33: Evaluation criterion: EvalClassificationError = ClassificationError


Allocating matrices for forward and/or backward propagation.

Gradient Memory Aliasing: 6 are aliased.
	W3*H2 (gradient) reuses HLast (gradient)
	W2*H2 (gradient) reuses W2*H2+B2 (gradient)
	W1*H1 (gradient) reuses W1*H1+B1 (gradient)

Memory Sharing: Out of 50 matrices, 28 are shared as 6, and 22 are not shared.

Here are the ones that share memory:
	{ PosteriorProb : [183 x 1 x *]
	  ScaledLogLikelihood : [183 x 1 x *] }
	{ H3 : [512 x 1 x *]
	  W2 : [512 x 512] (gradient) }
	{ H1 : [512 x 1 x *] (gradient)
	  H2 : [512 x 1 x *] (gradient)
	  H3 : [512 x 1 x *] (gradient)
	  HLast : [183 x 1 x *]
	  W0*features : [512 x *]
	  W0*features : [512 x *] (gradient)
	  W1*H1+B1 : [512 x 1 x *]
	  W2*H2+B2 : [512 x 1 x *] }
	{ B0 : [512 x 1] (gradient)
	  H1 : [512 x 1 x *] }
	{ H2 : [512 x 1 x *]
	  W1 : [512 x 512] (gradient) }
	{ HLast : [183 x 1 x *] (gradient)
	  W0 : [512 x 792] (gradient)
	  W0*features+B0 : [512 x 1 x *]
	  W0*features+B0 : [512 x 1 x *] (gradient)
	  W1*H1 : [512 x 1 x *]
	  W1*H1 : [512 x 1 x *] (gradient)
	  W1*H1+B1 : [512 x 1 x *] (gradient)
	  W2*H2 : [512 x 1 x *]
	  W2*H2 : [512 x 1 x *] (gradient)
	  W2*H2+B2 : [512 x 1 x *] (gradient)
	  W3*H2 : [183 x 1 x *]
	  W3*H2 : [183 x 1 x *] (gradient) }

Here are the ones that don't share memory:
	{features : [792 x *]}
	{MeanOfFeatures : [792]}
	{InvStdOfFeatures : [792]}
	{W0 : [512 x 792]}
	{W1 : [512 x 512]}
	{B1 : [512 x 1]}
	{W2 : [512 x 512]}
	{B2 : [512 x 1]}
	{W3 : [183 x 512]}
	{B3 : [183 x 1]}
	{labels : [183 x *]}
	{Prior : [183]}
	{B0 : [512 x 1]}
	{W3 : [183 x 512] (gradient)}
	{MVNormalizedFeatures : [792 x *]}
	{B2 : [512 x 1] (gradient)}
	{B3 : [183 x 1] (gradient)}
	{EvalClassificationError : [1]}
	{B1 : [512 x 1] (gradient)}
	{CrossEntropyWithSoftmax : [1] (gradient)}
	{CrossEntropyWithSoftmax : [1]}
	{LogOfPrior : [183]}


01/16/2018 22:31:33: Training 1025207 parameters in 8 out of 8 parameter tensors and 20 nodes with gradient:

01/16/2018 22:31:33: 	Node 'B0' (LearnableParameter operation) : [512 x 1]
01/16/2018 22:31:33: 	Node 'B1' (LearnableParameter operation) : [512 x 1]
01/16/2018 22:31:33: 	Node 'B2' (LearnableParameter operation) : [512 x 1]
01/16/2018 22:31:33: 	Node 'B3' (LearnableParameter operation) : [183 x 1]
01/16/2018 22:31:33: 	Node 'W0' (LearnableParameter operation) : [512 x 792]
01/16/2018 22:31:33: 	Node 'W1' (LearnableParameter operation) : [512 x 512]
01/16/2018 22:31:33: 	Node 'W2' (LearnableParameter operation) : [512 x 512]
01/16/2018 22:31:33: 	Node 'W3' (LearnableParameter operation) : [183 x 512]


01/16/2018 22:31:33: Precomputing --> 3 PreCompute nodes found.

01/16/2018 22:31:33: 	MeanOfFeatures = Mean()
01/16/2018 22:31:33: 	InvStdOfFeatures = InvStdDev()
01/16/2018 22:31:33: 	Prior = Mean()
minibatchiterator: epoch 0: frames [0..1124823] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
requiredata: determined feature kind as 72-dimensional 'FBANK_D_A_Z' with frame shift 10.0 ms

01/16/2018 22:31:37: Precomputing --> Completed.


01/16/2018 22:31:37: Starting Epoch 1: learning rate per sample = 0.000781  effective momentum = 0.000000  momentum as time constant = 0.0 samples
minibatchiterator: epoch 0: frames [0..1124823] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses

01/16/2018 22:31:37: Starting minibatch loop.
01/16/2018 22:31:37:  Epoch[ 1 of 25]-Minibatch[   1-  10]: CrossEntropyWithSoftmax = 5.02195282 * 1280; EvalClassificationError = 0.96171875 * 1280; time = 0.0135s; samplesPerSecond = 94992.1
01/16/2018 22:31:37:  Epoch[ 1 of 25]-Minibatch[  11-  20]: CrossEntropyWithSoftmax = 4.91408691 * 1280; EvalClassificationError = 0.95703125 * 1280; time = 0.0098s; samplesPerSecond = 131067.0
01/16/2018 22:31:37:  Epoch[ 1 of 25]-Minibatch[  21-  30]: CrossEntropyWithSoftmax = 4.88917084 * 1280; EvalClassificationError = 0.96250000 * 1280; time = 0.0097s; samplesPerSecond = 132465.4
01/16/2018 22:31:37:  Epoch[ 1 of 25]-Minibatch[  31-  40]: CrossEntropyWithSoftmax = 4.91417084 * 1280; EvalClassificationError = 0.96250000 * 1280; time = 0.0096s; samplesPerSecond = 133877.2
01/16/2018 22:31:37:  Epoch[ 1 of 25]-Minibatch[  41-  50]: CrossEntropyWithSoftmax = 4.86640472 * 1280; EvalClassificationError = 0.93906250 * 1280; time = 0.0098s; samplesPerSecond = 130294.5
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[  51-  60]: CrossEntropyWithSoftmax = 4.89466553 * 1280; EvalClassificationError = 0.94531250 * 1280; time = 0.0096s; samplesPerSecond = 133422.3
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[  61-  70]: CrossEntropyWithSoftmax = 4.89423828 * 1280; EvalClassificationError = 0.95468750 * 1280; time = 0.0096s; samplesPerSecond = 133313.9
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[  71-  80]: CrossEntropyWithSoftmax = 4.90000000 * 1280; EvalClassificationError = 0.96328125 * 1280; time = 0.0097s; samplesPerSecond = 132299.7
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[  81-  90]: CrossEntropyWithSoftmax = 4.87916565 * 1280; EvalClassificationError = 0.95546875 * 1280; time = 0.0096s; samplesPerSecond = 133554.5
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[  91- 100]: CrossEntropyWithSoftmax = 4.89229736 * 1280; EvalClassificationError = 0.94921875 * 1280; time = 0.0100s; samplesPerSecond = 127892.6
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 101- 110]: CrossEntropyWithSoftmax = 4.89822083 * 1280; EvalClassificationError = 0.96406250 * 1280; time = 0.0097s; samplesPerSecond = 132631.5
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 111- 120]: CrossEntropyWithSoftmax = 4.89146118 * 1280; EvalClassificationError = 0.96015625 * 1280; time = 0.0096s; samplesPerSecond = 133645.2
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 121- 130]: CrossEntropyWithSoftmax = 4.89560547 * 1280; EvalClassificationError = 0.96406250 * 1280; time = 0.0097s; samplesPerSecond = 131898.9
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 131- 140]: CrossEntropyWithSoftmax = 4.88014526 * 1280; EvalClassificationError = 0.95625000 * 1280; time = 0.0099s; samplesPerSecond = 129667.5
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 141- 150]: CrossEntropyWithSoftmax = 4.91434937 * 1280; EvalClassificationError = 0.97031250 * 1280; time = 0.0096s; samplesPerSecond = 133593.6
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 151- 160]: CrossEntropyWithSoftmax = 4.87456055 * 1280; EvalClassificationError = 0.95546875 * 1280; time = 0.0097s; samplesPerSecond = 131515.4
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 161- 170]: CrossEntropyWithSoftmax = 4.85867310 * 1280; EvalClassificationError = 0.96328125 * 1280; time = 0.0097s; samplesPerSecond = 131965.6
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 171- 180]: CrossEntropyWithSoftmax = 4.84937744 * 1280; EvalClassificationError = 0.95000000 * 1280; time = 0.0096s; samplesPerSecond = 133448.7
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 181- 190]: CrossEntropyWithSoftmax = 4.88003540 * 1280; EvalClassificationError = 0.95703125 * 1280; time = 0.0097s; samplesPerSecond = 132271.0
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 191- 200]: CrossEntropyWithSoftmax = 4.91353149 * 1280; EvalClassificationError = 0.95937500 * 1280; time = 0.0100s; samplesPerSecond = 127566.3
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 201- 210]: CrossEntropyWithSoftmax = 4.89872437 * 1280; EvalClassificationError = 0.96953125 * 1280; time = 0.0096s; samplesPerSecond = 133829.6
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 211- 220]: CrossEntropyWithSoftmax = 4.86816406 * 1280; EvalClassificationError = 0.95859375 * 1280; time = 0.0097s; samplesPerSecond = 131445.2
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 221- 230]: CrossEntropyWithSoftmax = 4.91872559 * 1280; EvalClassificationError = 0.96093750 * 1280; time = 0.0098s; samplesPerSecond = 131212.1
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 231- 240]: CrossEntropyWithSoftmax = 4.87437744 * 1280; EvalClassificationError = 0.95390625 * 1280; time = 0.0096s; samplesPerSecond = 133161.3
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 241- 250]: CrossEntropyWithSoftmax = 4.84982910 * 1280; EvalClassificationError = 0.95390625 * 1280; time = 0.0099s; samplesPerSecond = 128908.8
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 251- 260]: CrossEntropyWithSoftmax = 4.83323975 * 1280; EvalClassificationError = 0.96875000 * 1280; time = 0.0096s; samplesPerSecond = 133439.0
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 261- 270]: CrossEntropyWithSoftmax = 4.86712646 * 1280; EvalClassificationError = 0.94453125 * 1280; time = 0.0096s; samplesPerSecond = 133579.6
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 271- 280]: CrossEntropyWithSoftmax = 4.84580078 * 1280; EvalClassificationError = 0.95468750 * 1280; time = 0.0098s; samplesPerSecond = 130872.7
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 281- 290]: CrossEntropyWithSoftmax = 4.91053467 * 1280; EvalClassificationError = 0.96640625 * 1280; time = 0.0095s; samplesPerSecond = 134055.3
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 291- 300]: CrossEntropyWithSoftmax = 4.81656494 * 1280; EvalClassificationError = 0.94531250 * 1280; time = 0.0100s; samplesPerSecond = 128582.5
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 301- 310]: CrossEntropyWithSoftmax = 4.91967773 * 1280; EvalClassificationError = 0.95703125 * 1280; time = 0.0098s; samplesPerSecond = 130375.4
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 311- 320]: CrossEntropyWithSoftmax = 4.85845947 * 1280; EvalClassificationError = 0.95000000 * 1280; time = 0.0096s; samplesPerSecond = 133826.8
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 321- 330]: CrossEntropyWithSoftmax = 4.85997314 * 1280; EvalClassificationError = 0.95546875 * 1280; time = 0.0097s; samplesPerSecond = 131904.4
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 331- 340]: CrossEntropyWithSoftmax = 4.85852051 * 1280; EvalClassificationError = 0.94687500 * 1280; time = 0.0098s; samplesPerSecond = 130167.3
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 341- 350]: CrossEntropyWithSoftmax = 4.85584717 * 1280; EvalClassificationError = 0.95468750 * 1280; time = 0.0096s; samplesPerSecond = 133351.4
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 351- 360]: CrossEntropyWithSoftmax = 4.85527344 * 1280; EvalClassificationError = 0.96093750 * 1280; time = 0.0097s; samplesPerSecond = 131520.8
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 361- 370]: CrossEntropyWithSoftmax = 4.84907227 * 1280; EvalClassificationError = 0.95703125 * 1280; time = 0.0097s; samplesPerSecond = 132327.1
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 371- 380]: CrossEntropyWithSoftmax = 4.80853271 * 1280; EvalClassificationError = 0.95000000 * 1280; time = 0.0096s; samplesPerSecond = 133751.3
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 381- 390]: CrossEntropyWithSoftmax = 4.85380859 * 1280; EvalClassificationError = 0.94296875 * 1280; time = 0.0098s; samplesPerSecond = 130406.0
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 391- 400]: CrossEntropyWithSoftmax = 4.85693359 * 1280; EvalClassificationError = 0.95000000 * 1280; time = 0.0096s; samplesPerSecond = 133745.7
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 401- 410]: CrossEntropyWithSoftmax = 4.83615723 * 1280; EvalClassificationError = 0.94453125 * 1280; time = 0.0096s; samplesPerSecond = 133818.4
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 411- 420]: CrossEntropyWithSoftmax = 4.89711914 * 1280; EvalClassificationError = 0.96015625 * 1280; time = 0.0096s; samplesPerSecond = 133737.3
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 421- 430]: CrossEntropyWithSoftmax = 4.82717285 * 1280; EvalClassificationError = 0.95234375 * 1280; time = 0.0098s; samplesPerSecond = 130383.4
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 431- 440]: CrossEntropyWithSoftmax = 4.86711426 * 1280; EvalClassificationError = 0.95859375 * 1280; time = 0.0096s; samplesPerSecond = 132919.3
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 441- 450]: CrossEntropyWithSoftmax = 4.84902344 * 1280; EvalClassificationError = 0.95937500 * 1280; time = 0.0099s; samplesPerSecond = 129907.0
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 451- 460]: CrossEntropyWithSoftmax = 4.85202637 * 1280; EvalClassificationError = 0.96093750 * 1280; time = 0.0095s; samplesPerSecond = 134139.6
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 461- 470]: CrossEntropyWithSoftmax = 4.84731445 * 1280; EvalClassificationError = 0.94375000 * 1280; time = 0.0097s; samplesPerSecond = 131618.2
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 471- 480]: CrossEntropyWithSoftmax = 4.87280273 * 1280; EvalClassificationError = 0.96015625 * 1280; time = 0.0097s; samplesPerSecond = 132336.7
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 481- 490]: CrossEntropyWithSoftmax = 4.83261719 * 1280; EvalClassificationError = 0.95859375 * 1280; time = 0.0096s; samplesPerSecond = 133601.9
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 491- 500]: CrossEntropyWithSoftmax = 4.81831055 * 1280; EvalClassificationError = 0.96093750 * 1280; time = 0.0098s; samplesPerSecond = 130725.6
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 501- 510]: CrossEntropyWithSoftmax = 4.88432617 * 1280; EvalClassificationError = 0.95781250 * 1280; time = 0.0096s; samplesPerSecond = 132745.7
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 511- 520]: CrossEntropyWithSoftmax = 4.82788086 * 1280; EvalClassificationError = 0.95234375 * 1280; time = 0.0095s; samplesPerSecond = 134094.6
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 521- 530]: CrossEntropyWithSoftmax = 4.84379883 * 1280; EvalClassificationError = 0.95312500 * 1280; time = 0.0097s; samplesPerSecond = 132065.0
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 531- 540]: CrossEntropyWithSoftmax = 4.82949219 * 1280; EvalClassificationError = 0.94140625 * 1280; time = 0.0098s; samplesPerSecond = 130576.3
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 541- 550]: CrossEntropyWithSoftmax = 4.84855957 * 1280; EvalClassificationError = 0.94921875 * 1280; time = 0.0096s; samplesPerSecond = 133717.8
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 551- 560]: CrossEntropyWithSoftmax = 4.89919434 * 1280; EvalClassificationError = 0.96328125 * 1280; time = 0.0097s; samplesPerSecond = 132257.4
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 561- 570]: CrossEntropyWithSoftmax = 4.84804687 * 1280; EvalClassificationError = 0.95156250 * 1280; time = 0.0098s; samplesPerSecond = 130576.3
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 571- 580]: CrossEntropyWithSoftmax = 4.80781250 * 1280; EvalClassificationError = 0.94687500 * 1280; time = 0.0096s; samplesPerSecond = 133730.3
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 581- 590]: CrossEntropyWithSoftmax = 4.84873047 * 1280; EvalClassificationError = 0.95468750 * 1280; time = 0.0097s; samplesPerSecond = 131306.3
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 591- 600]: CrossEntropyWithSoftmax = 4.81494141 * 1280; EvalClassificationError = 0.94843750 * 1280; time = 0.0096s; samplesPerSecond = 132649.4
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 601- 610]: CrossEntropyWithSoftmax = 4.79062500 * 1280; EvalClassificationError = 0.93593750 * 1280; time = 0.0096s; samplesPerSecond = 133622.8
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 611- 620]: CrossEntropyWithSoftmax = 4.83874512 * 1280; EvalClassificationError = 0.94296875 * 1280; time = 0.0097s; samplesPerSecond = 132236.9
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 621- 630]: CrossEntropyWithSoftmax = 4.80793457 * 1280; EvalClassificationError = 0.94765625 * 1280; time = 0.0096s; samplesPerSecond = 133525.3
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 631- 640]: CrossEntropyWithSoftmax = 4.77495117 * 1280; EvalClassificationError = 0.94531250 * 1280; time = 0.0100s; samplesPerSecond = 128480.5
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 641- 650]: CrossEntropyWithSoftmax = 4.79587402 * 1280; EvalClassificationError = 0.95078125 * 1280; time = 0.0097s; samplesPerSecond = 132524.4
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 651- 660]: CrossEntropyWithSoftmax = 4.82084961 * 1280; EvalClassificationError = 0.95000000 * 1280; time = 0.0096s; samplesPerSecond = 133909.4
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 661- 670]: CrossEntropyWithSoftmax = 4.83955078 * 1280; EvalClassificationError = 0.95625000 * 1280; time = 0.0097s; samplesPerSecond = 131631.7
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 671- 680]: CrossEntropyWithSoftmax = 4.82104492 * 1280; EvalClassificationError = 0.93593750 * 1280; time = 0.0097s; samplesPerSecond = 132035.0
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 681- 690]: CrossEntropyWithSoftmax = 4.77592773 * 1280; EvalClassificationError = 0.94687500 * 1280; time = 0.0096s; samplesPerSecond = 133737.3
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 691- 700]: CrossEntropyWithSoftmax = 4.73657227 * 1280; EvalClassificationError = 0.93046875 * 1280; time = 0.0098s; samplesPerSecond = 130411.3
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 701- 710]: CrossEntropyWithSoftmax = 4.77949219 * 1280; EvalClassificationError = 0.95078125 * 1280; time = 0.0097s; samplesPerSecond = 131738.7
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 711- 720]: CrossEntropyWithSoftmax = 4.78793945 * 1280; EvalClassificationError = 0.94296875 * 1280; time = 0.0096s; samplesPerSecond = 133735.9
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 721- 730]: CrossEntropyWithSoftmax = 4.69528809 * 1280; EvalClassificationError = 0.93437500 * 1280; time = 0.0096s; samplesPerSecond = 132685.1
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 731- 740]: CrossEntropyWithSoftmax = 4.68601074 * 1280; EvalClassificationError = 0.92656250 * 1280; time = 0.0098s; samplesPerSecond = 129971.7
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 741- 750]: CrossEntropyWithSoftmax = 4.69772949 * 1280; EvalClassificationError = 0.94375000 * 1280; time = 0.0096s; samplesPerSecond = 133968.3
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 751- 760]: CrossEntropyWithSoftmax = 4.69228516 * 1280; EvalClassificationError = 0.93203125 * 1280; time = 0.0096s; samplesPerSecond = 132987.0
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 761- 770]: CrossEntropyWithSoftmax = 4.62836914 * 1280; EvalClassificationError = 0.92734375 * 1280; time = 0.0105s; samplesPerSecond = 121979.1
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 771- 780]: CrossEntropyWithSoftmax = 4.66171875 * 1280; EvalClassificationError = 0.92734375 * 1280; time = 0.0096s; samplesPerSecond = 133508.6
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 781- 790]: CrossEntropyWithSoftmax = 4.70515137 * 1280; EvalClassificationError = 0.92578125 * 1280; time = 0.0100s; samplesPerSecond = 128613.5
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 791- 800]: CrossEntropyWithSoftmax = 4.61567383 * 1280; EvalClassificationError = 0.92890625 * 1280; time = 0.0096s; samplesPerSecond = 132868.3
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 801- 810]: CrossEntropyWithSoftmax = 4.61560059 * 1280; EvalClassificationError = 0.92343750 * 1280; time = 0.0097s; samplesPerSecond = 132195.9
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 811- 820]: CrossEntropyWithSoftmax = 4.66215820 * 1280; EvalClassificationError = 0.92578125 * 1280; time = 0.0096s; samplesPerSecond = 133294.5
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 821- 830]: CrossEntropyWithSoftmax = 4.59072266 * 1280; EvalClassificationError = 0.92968750 * 1280; time = 0.0096s; samplesPerSecond = 133251.4
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 831- 840]: CrossEntropyWithSoftmax = 4.55939941 * 1280; EvalClassificationError = 0.91015625 * 1280; time = 0.0098s; samplesPerSecond = 130809.8
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 841- 850]: CrossEntropyWithSoftmax = 4.56340332 * 1280; EvalClassificationError = 0.92265625 * 1280; time = 0.0096s; samplesPerSecond = 132971.8
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 851- 860]: CrossEntropyWithSoftmax = 4.55678711 * 1280; EvalClassificationError = 0.92421875 * 1280; time = 0.0096s; samplesPerSecond = 134006.2
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 861- 870]: CrossEntropyWithSoftmax = 4.54287109 * 1280; EvalClassificationError = 0.91562500 * 1280; time = 0.0099s; samplesPerSecond = 129430.2
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 871- 880]: CrossEntropyWithSoftmax = 4.56406250 * 1280; EvalClassificationError = 0.90937500 * 1280; time = 0.0098s; samplesPerSecond = 131065.6
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 881- 890]: CrossEntropyWithSoftmax = 4.51826172 * 1280; EvalClassificationError = 0.90859375 * 1280; time = 0.0096s; samplesPerSecond = 133716.4
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 891- 900]: CrossEntropyWithSoftmax = 4.53627930 * 1280; EvalClassificationError = 0.92031250 * 1280; time = 0.0104s; samplesPerSecond = 123568.8
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 901- 910]: CrossEntropyWithSoftmax = 4.52675781 * 1280; EvalClassificationError = 0.91796875 * 1280; time = 0.0097s; samplesPerSecond = 131418.2
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 911- 920]: CrossEntropyWithSoftmax = 4.47670898 * 1280; EvalClassificationError = 0.90468750 * 1280; time = 0.0096s; samplesPerSecond = 133742.9
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 921- 930]: CrossEntropyWithSoftmax = 4.50126953 * 1280; EvalClassificationError = 0.91640625 * 1280; time = 0.0097s; samplesPerSecond = 131839.2
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 931- 940]: CrossEntropyWithSoftmax = 4.53691406 * 1280; EvalClassificationError = 0.91640625 * 1280; time = 0.0100s; samplesPerSecond = 128610.9
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 941- 950]: CrossEntropyWithSoftmax = 4.43286133 * 1280; EvalClassificationError = 0.90234375 * 1280; time = 0.0096s; samplesPerSecond = 134007.6
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 951- 960]: CrossEntropyWithSoftmax = 4.54130859 * 1280; EvalClassificationError = 0.91796875 * 1280; time = 0.0098s; samplesPerSecond = 130586.9
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 961- 970]: CrossEntropyWithSoftmax = 4.45595703 * 1280; EvalClassificationError = 0.91250000 * 1280; time = 0.0097s; samplesPerSecond = 131733.3
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 971- 980]: CrossEntropyWithSoftmax = 4.40649414 * 1280; EvalClassificationError = 0.89843750 * 1280; time = 0.0096s; samplesPerSecond = 133451.5
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 981- 990]: CrossEntropyWithSoftmax = 4.49985352 * 1280; EvalClassificationError = 0.91796875 * 1280; time = 0.0100s; samplesPerSecond = 128445.7
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[ 991-1000]: CrossEntropyWithSoftmax = 4.44082031 * 1280; EvalClassificationError = 0.89765625 * 1280; time = 0.0096s; samplesPerSecond = 133536.4
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[1001-1010]: CrossEntropyWithSoftmax = 4.43374023 * 1280; EvalClassificationError = 0.91250000 * 1280; time = 0.0096s; samplesPerSecond = 133409.8
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[1011-1020]: CrossEntropyWithSoftmax = 4.44145508 * 1280; EvalClassificationError = 0.90781250 * 1280; time = 0.0096s; samplesPerSecond = 133250.1
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[1021-1030]: CrossEntropyWithSoftmax = 4.40278320 * 1280; EvalClassificationError = 0.90468750 * 1280; time = 0.0096s; samplesPerSecond = 133425.1
01/16/2018 22:31:38:  Epoch[ 1 of 25]-Minibatch[1031-1040]: CrossEntropyWithSoftmax = 4.37543945 * 1280; EvalClassificationError = 0.90625000 * 1280; time = 0.0099s; samplesPerSecond = 128697.5
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1041-1050]: CrossEntropyWithSoftmax = 4.37832031 * 1280; EvalClassificationError = 0.89765625 * 1280; time = 0.0096s; samplesPerSecond = 132707.1
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1051-1060]: CrossEntropyWithSoftmax = 4.40932617 * 1280; EvalClassificationError = 0.91328125 * 1280; time = 0.0097s; samplesPerSecond = 132598.5
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1061-1070]: CrossEntropyWithSoftmax = 4.41591797 * 1280; EvalClassificationError = 0.91015625 * 1280; time = 0.0097s; samplesPerSecond = 132390.1
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1071-1080]: CrossEntropyWithSoftmax = 4.33666992 * 1280; EvalClassificationError = 0.89843750 * 1280; time = 0.0099s; samplesPerSecond = 129500.9
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1081-1090]: CrossEntropyWithSoftmax = 4.37080078 * 1280; EvalClassificationError = 0.90703125 * 1280; time = 0.0096s; samplesPerSecond = 133448.7
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1091-1100]: CrossEntropyWithSoftmax = 4.42617187 * 1280; EvalClassificationError = 0.91328125 * 1280; time = 0.0097s; samplesPerSecond = 132230.0
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1101-1110]: CrossEntropyWithSoftmax = 4.32304688 * 1280; EvalClassificationError = 0.90078125 * 1280; time = 0.0097s; samplesPerSecond = 131939.7
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1111-1120]: CrossEntropyWithSoftmax = 4.39394531 * 1280; EvalClassificationError = 0.90000000 * 1280; time = 0.0096s; samplesPerSecond = 133955.7
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1121-1130]: CrossEntropyWithSoftmax = 4.34428711 * 1280; EvalClassificationError = 0.90234375 * 1280; time = 0.0099s; samplesPerSecond = 129604.5
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1131-1140]: CrossEntropyWithSoftmax = 4.34423828 * 1280; EvalClassificationError = 0.90156250 * 1280; time = 0.0097s; samplesPerSecond = 132054.1
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1141-1150]: CrossEntropyWithSoftmax = 4.33027344 * 1280; EvalClassificationError = 0.90781250 * 1280; time = 0.0096s; samplesPerSecond = 133945.9
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1151-1160]: CrossEntropyWithSoftmax = 4.39965820 * 1280; EvalClassificationError = 0.90937500 * 1280; time = 0.0096s; samplesPerSecond = 133441.8
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1161-1170]: CrossEntropyWithSoftmax = 4.32641602 * 1280; EvalClassificationError = 0.89843750 * 1280; time = 0.0097s; samplesPerSecond = 131938.4
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1171-1180]: CrossEntropyWithSoftmax = 4.28520508 * 1280; EvalClassificationError = 0.90234375 * 1280; time = 0.0097s; samplesPerSecond = 131638.5
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1181-1190]: CrossEntropyWithSoftmax = 4.30888672 * 1280; EvalClassificationError = 0.90703125 * 1280; time = 0.0099s; samplesPerSecond = 129822.7
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1191-1200]: CrossEntropyWithSoftmax = 4.28837891 * 1280; EvalClassificationError = 0.88984375 * 1280; time = 0.0096s; samplesPerSecond = 133709.4
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1201-1210]: CrossEntropyWithSoftmax = 4.37089844 * 1280; EvalClassificationError = 0.90468750 * 1280; time = 0.0099s; samplesPerSecond = 129628.1
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1211-1220]: CrossEntropyWithSoftmax = 4.32314453 * 1280; EvalClassificationError = 0.90312500 * 1280; time = 0.0097s; samplesPerSecond = 132050.0
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1221-1230]: CrossEntropyWithSoftmax = 4.27314453 * 1280; EvalClassificationError = 0.91171875 * 1280; time = 0.0096s; samplesPerSecond = 134027.2
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1231-1240]: CrossEntropyWithSoftmax = 4.29062500 * 1280; EvalClassificationError = 0.89921875 * 1280; time = 0.0100s; samplesPerSecond = 128534.7
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1241-1250]: CrossEntropyWithSoftmax = 4.26313477 * 1280; EvalClassificationError = 0.89296875 * 1280; time = 0.0097s; samplesPerSecond = 132139.9
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1251-1260]: CrossEntropyWithSoftmax = 4.28750000 * 1280; EvalClassificationError = 0.90781250 * 1280; time = 0.0096s; samplesPerSecond = 133859.0
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1261-1270]: CrossEntropyWithSoftmax = 4.26831055 * 1280; EvalClassificationError = 0.91015625 * 1280; time = 0.0096s; samplesPerSecond = 132661.7
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1271-1280]: CrossEntropyWithSoftmax = 4.18271484 * 1280; EvalClassificationError = 0.89062500 * 1280; time = 0.0098s; samplesPerSecond = 130019.2
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1281-1290]: CrossEntropyWithSoftmax = 4.23642578 * 1280; EvalClassificationError = 0.89687500 * 1280; time = 0.0096s; samplesPerSecond = 133744.3
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1291-1300]: CrossEntropyWithSoftmax = 4.25385742 * 1280; EvalClassificationError = 0.90468750 * 1280; time = 0.0097s; samplesPerSecond = 131969.6
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1301-1310]: CrossEntropyWithSoftmax = 4.19252930 * 1280; EvalClassificationError = 0.88906250 * 1280; time = 0.0097s; samplesPerSecond = 132549.1
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1311-1320]: CrossEntropyWithSoftmax = 4.22500000 * 1280; EvalClassificationError = 0.90390625 * 1280; time = 0.0095s; samplesPerSecond = 134067.9
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1321-1330]: CrossEntropyWithSoftmax = 4.29350586 * 1280; EvalClassificationError = 0.90937500 * 1280; time = 0.0098s; samplesPerSecond = 130648.2
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1331-1340]: CrossEntropyWithSoftmax = 4.23989258 * 1280; EvalClassificationError = 0.91484375 * 1280; time = 0.0096s; samplesPerSecond = 133175.2
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1341-1350]: CrossEntropyWithSoftmax = 4.23471680 * 1280; EvalClassificationError = 0.88281250 * 1280; time = 0.0096s; samplesPerSecond = 133546.2
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1351-1360]: CrossEntropyWithSoftmax = 4.23266602 * 1280; EvalClassificationError = 0.90156250 * 1280; time = 0.0097s; samplesPerSecond = 132381.8
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1361-1370]: CrossEntropyWithSoftmax = 4.20292969 * 1280; EvalClassificationError = 0.90312500 * 1280; time = 0.0096s; samplesPerSecond = 133627.0
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1371-1380]: CrossEntropyWithSoftmax = 4.20029297 * 1280; EvalClassificationError = 0.90234375 * 1280; time = 0.0100s; samplesPerSecond = 128625.1
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1381-1390]: CrossEntropyWithSoftmax = 4.18750000 * 1280; EvalClassificationError = 0.88671875 * 1280; time = 0.0099s; samplesPerSecond = 129311.2
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1391-1400]: CrossEntropyWithSoftmax = 4.16455078 * 1280; EvalClassificationError = 0.90156250 * 1280; time = 0.0096s; samplesPerSecond = 133884.2
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1401-1410]: CrossEntropyWithSoftmax = 4.24545898 * 1280; EvalClassificationError = 0.89609375 * 1280; time = 0.0097s; samplesPerSecond = 131403.3
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1411-1420]: CrossEntropyWithSoftmax = 4.16650391 * 1280; EvalClassificationError = 0.89609375 * 1280; time = 0.0097s; samplesPerSecond = 132524.4
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1421-1430]: CrossEntropyWithSoftmax = 4.21069336 * 1280; EvalClassificationError = 0.90234375 * 1280; time = 0.0096s; samplesPerSecond = 133574.0
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1431-1440]: CrossEntropyWithSoftmax = 4.21499023 * 1280; EvalClassificationError = 0.91093750 * 1280; time = 0.0098s; samplesPerSecond = 130008.6
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1441-1450]: CrossEntropyWithSoftmax = 4.17758789 * 1280; EvalClassificationError = 0.89687500 * 1280; time = 0.0097s; samplesPerSecond = 131616.8
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1451-1460]: CrossEntropyWithSoftmax = 4.14921875 * 1280; EvalClassificationError = 0.90156250 * 1280; time = 0.0096s; samplesPerSecond = 133600.5
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1461-1470]: CrossEntropyWithSoftmax = 4.17875977 * 1280; EvalClassificationError = 0.89921875 * 1280; time = 0.0097s; samplesPerSecond = 131694.0
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1471-1480]: CrossEntropyWithSoftmax = 4.18671875 * 1280; EvalClassificationError = 0.90390625 * 1280; time = 0.0097s; samplesPerSecond = 132159.0
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1481-1490]: CrossEntropyWithSoftmax = 4.19702148 * 1280; EvalClassificationError = 0.90625000 * 1280; time = 0.0096s; samplesPerSecond = 133996.3
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1491-1500]: CrossEntropyWithSoftmax = 4.17373047 * 1280; EvalClassificationError = 0.90546875 * 1280; time = 0.0097s; samplesPerSecond = 132041.8
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1501-1510]: CrossEntropyWithSoftmax = 4.11826172 * 1280; EvalClassificationError = 0.89140625 * 1280; time = 0.0096s; samplesPerSecond = 133896.8
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1511-1520]: CrossEntropyWithSoftmax = 4.14521484 * 1280; EvalClassificationError = 0.88125000 * 1280; time = 0.0096s; samplesPerSecond = 133088.0
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1521-1530]: CrossEntropyWithSoftmax = 4.14067383 * 1280; EvalClassificationError = 0.89453125 * 1280; time = 0.0099s; samplesPerSecond = 129909.7
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1531-1540]: CrossEntropyWithSoftmax = 4.14091797 * 1280; EvalClassificationError = 0.89218750 * 1280; time = 0.0096s; samplesPerSecond = 133201.5
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1541-1550]: CrossEntropyWithSoftmax = 4.15278320 * 1280; EvalClassificationError = 0.90156250 * 1280; time = 0.0096s; samplesPerSecond = 133710.8
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1551-1560]: CrossEntropyWithSoftmax = 4.11152344 * 1280; EvalClassificationError = 0.89843750 * 1280; time = 0.0097s; samplesPerSecond = 131878.5
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1561-1570]: CrossEntropyWithSoftmax = 4.10004883 * 1280; EvalClassificationError = 0.88359375 * 1280; time = 0.0096s; samplesPerSecond = 133344.4
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1571-1580]: CrossEntropyWithSoftmax = 4.09291992 * 1280; EvalClassificationError = 0.88125000 * 1280; time = 0.0099s; samplesPerSecond = 129647.8
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1581-1590]: CrossEntropyWithSoftmax = 4.10302734 * 1280; EvalClassificationError = 0.89140625 * 1280; time = 0.0192s; samplesPerSecond = 66524.6
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1591-1600]: CrossEntropyWithSoftmax = 4.10639648 * 1280; EvalClassificationError = 0.88906250 * 1280; time = 0.0096s; samplesPerSecond = 133251.4
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1601-1610]: CrossEntropyWithSoftmax = 4.08134766 * 1280; EvalClassificationError = 0.88906250 * 1280; time = 0.0099s; samplesPerSecond = 129924.2
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1611-1620]: CrossEntropyWithSoftmax = 4.12661133 * 1280; EvalClassificationError = 0.89062500 * 1280; time = 0.0096s; samplesPerSecond = 133010.5
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1621-1630]: CrossEntropyWithSoftmax = 4.12197266 * 1280; EvalClassificationError = 0.90468750 * 1280; time = 0.0097s; samplesPerSecond = 132260.1
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1631-1640]: CrossEntropyWithSoftmax = 4.04370117 * 1280; EvalClassificationError = 0.88750000 * 1280; time = 0.0097s; samplesPerSecond = 131353.5
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1641-1650]: CrossEntropyWithSoftmax = 4.07490234 * 1280; EvalClassificationError = 0.88437500 * 1280; time = 0.0097s; samplesPerSecond = 132109.9
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1651-1660]: CrossEntropyWithSoftmax = 4.10937500 * 1280; EvalClassificationError = 0.90234375 * 1280; time = 0.0097s; samplesPerSecond = 131508.7
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1661-1670]: CrossEntropyWithSoftmax = 4.11635742 * 1280; EvalClassificationError = 0.90078125 * 1280; time = 0.0097s; samplesPerSecond = 131580.3
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1671-1680]: CrossEntropyWithSoftmax = 4.04487305 * 1280; EvalClassificationError = 0.88750000 * 1280; time = 0.0099s; samplesPerSecond = 128879.0
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1681-1690]: CrossEntropyWithSoftmax = 4.07890625 * 1280; EvalClassificationError = 0.89375000 * 1280; time = 0.0097s; samplesPerSecond = 131519.5
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1691-1700]: CrossEntropyWithSoftmax = 4.05688477 * 1280; EvalClassificationError = 0.88437500 * 1280; time = 0.0096s; samplesPerSecond = 132929.0
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1701-1710]: CrossEntropyWithSoftmax = 4.09497070 * 1280; EvalClassificationError = 0.89453125 * 1280; time = 0.0112s; samplesPerSecond = 114588.6
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1711-1720]: CrossEntropyWithSoftmax = 4.07534180 * 1280; EvalClassificationError = 0.88437500 * 1280; time = 0.0111s; samplesPerSecond = 115025.2
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1721-1730]: CrossEntropyWithSoftmax = 4.02846680 * 1280; EvalClassificationError = 0.89296875 * 1280; time = 0.0097s; samplesPerSecond = 132635.6
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1731-1740]: CrossEntropyWithSoftmax = 4.06674805 * 1280; EvalClassificationError = 0.88906250 * 1280; time = 0.0099s; samplesPerSecond = 129615.0
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1741-1750]: CrossEntropyWithSoftmax = 4.04877930 * 1280; EvalClassificationError = 0.89375000 * 1280; time = 0.0097s; samplesPerSecond = 131778.1
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1751-1760]: CrossEntropyWithSoftmax = 4.05952148 * 1280; EvalClassificationError = 0.88984375 * 1280; time = 0.0096s; samplesPerSecond = 133211.2
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1761-1770]: CrossEntropyWithSoftmax = 4.04482422 * 1280; EvalClassificationError = 0.89062500 * 1280; time = 0.0100s; samplesPerSecond = 128174.3
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1771-1780]: CrossEntropyWithSoftmax = 4.02592773 * 1280; EvalClassificationError = 0.87890625 * 1280; time = 0.0098s; samplesPerSecond = 130926.2
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1781-1790]: CrossEntropyWithSoftmax = 4.03725586 * 1280; EvalClassificationError = 0.87812500 * 1280; time = 0.0097s; samplesPerSecond = 131549.2
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1791-1800]: CrossEntropyWithSoftmax = 4.00083008 * 1280; EvalClassificationError = 0.88828125 * 1280; time = 0.0104s; samplesPerSecond = 122852.5
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1801-1810]: CrossEntropyWithSoftmax = 4.04555664 * 1280; EvalClassificationError = 0.88437500 * 1280; time = 0.0097s; samplesPerSecond = 131611.4
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1811-1820]: CrossEntropyWithSoftmax = 4.11630859 * 1280; EvalClassificationError = 0.90390625 * 1280; time = 0.0096s; samplesPerSecond = 133234.8
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1821-1830]: CrossEntropyWithSoftmax = 3.96513672 * 1280; EvalClassificationError = 0.89296875 * 1280; time = 0.0097s; samplesPerSecond = 131456.0
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1831-1840]: CrossEntropyWithSoftmax = 3.99746094 * 1280; EvalClassificationError = 0.87890625 * 1280; time = 0.0096s; samplesPerSecond = 133081.0
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1841-1850]: CrossEntropyWithSoftmax = 4.07099609 * 1280; EvalClassificationError = 0.89296875 * 1280; time = 0.0096s; samplesPerSecond = 133465.4
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1851-1860]: CrossEntropyWithSoftmax = 3.96679688 * 1280; EvalClassificationError = 0.88203125 * 1280; time = 0.0100s; samplesPerSecond = 127821.1
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1861-1870]: CrossEntropyWithSoftmax = 3.90693359 * 1280; EvalClassificationError = 0.86171875 * 1280; time = 0.0096s; samplesPerSecond = 133119.8
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1871-1880]: CrossEntropyWithSoftmax = 3.98769531 * 1280; EvalClassificationError = 0.88515625 * 1280; time = 0.0096s; samplesPerSecond = 132847.6
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1881-1890]: CrossEntropyWithSoftmax = 3.93994141 * 1280; EvalClassificationError = 0.87421875 * 1280; time = 0.0096s; samplesPerSecond = 132843.5
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1891-1900]: CrossEntropyWithSoftmax = 3.94111328 * 1280; EvalClassificationError = 0.87343750 * 1280; time = 0.0096s; samplesPerSecond = 133164.1
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1901-1910]: CrossEntropyWithSoftmax = 3.94169922 * 1280; EvalClassificationError = 0.87734375 * 1280; time = 0.0106s; samplesPerSecond = 120796.9
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1911-1920]: CrossEntropyWithSoftmax = 3.97060547 * 1280; EvalClassificationError = 0.88125000 * 1280; time = 0.0096s; samplesPerSecond = 132945.6
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1921-1930]: CrossEntropyWithSoftmax = 3.93398438 * 1280; EvalClassificationError = 0.87500000 * 1280; time = 0.0101s; samplesPerSecond = 126969.0
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1931-1940]: CrossEntropyWithSoftmax = 3.96132813 * 1280; EvalClassificationError = 0.87265625 * 1280; time = 0.0096s; samplesPerSecond = 132670.0
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1941-1950]: CrossEntropyWithSoftmax = 3.86777344 * 1280; EvalClassificationError = 0.86015625 * 1280; time = 0.0096s; samplesPerSecond = 133034.0
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1951-1960]: CrossEntropyWithSoftmax = 3.92343750 * 1280; EvalClassificationError = 0.87109375 * 1280; time = 0.0096s; samplesPerSecond = 133126.7
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1961-1970]: CrossEntropyWithSoftmax = 3.88740234 * 1280; EvalClassificationError = 0.86718750 * 1280; time = 0.0099s; samplesPerSecond = 129884.6
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1971-1980]: CrossEntropyWithSoftmax = 3.92646484 * 1280; EvalClassificationError = 0.88593750 * 1280; time = 0.0098s; samplesPerSecond = 130547.0
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1981-1990]: CrossEntropyWithSoftmax = 3.90664063 * 1280; EvalClassificationError = 0.86718750 * 1280; time = 0.0098s; samplesPerSecond = 130605.6
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[1991-2000]: CrossEntropyWithSoftmax = 3.87246094 * 1280; EvalClassificationError = 0.87421875 * 1280; time = 0.0124s; samplesPerSecond = 103049.6
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[2001-2010]: CrossEntropyWithSoftmax = 3.85048828 * 1280; EvalClassificationError = 0.86328125 * 1280; time = 0.0096s; samplesPerSecond = 132916.6
01/16/2018 22:31:39:  Epoch[ 1 of 25]-Minibatch[2011-2020]: CrossEntropyWithSoftmax = 3.87431641 * 1280; EvalClassificationError = 0.87031250 * 1280; time = 0.0099s; samplesPerSecond = 129904.4
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2021-2030]: CrossEntropyWithSoftmax = 3.89003906 * 1280; EvalClassificationError = 0.87031250 * 1280; time = 0.0096s; samplesPerSecond = 133540.6
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2031-2040]: CrossEntropyWithSoftmax = 3.85800781 * 1280; EvalClassificationError = 0.86796875 * 1280; time = 0.0097s; samplesPerSecond = 132540.8
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2041-2050]: CrossEntropyWithSoftmax = 3.87041016 * 1280; EvalClassificationError = 0.87343750 * 1280; time = 0.0098s; samplesPerSecond = 130994.5
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2051-2060]: CrossEntropyWithSoftmax = 3.80625000 * 1280; EvalClassificationError = 0.86171875 * 1280; time = 0.0096s; samplesPerSecond = 133466.8
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2061-2070]: CrossEntropyWithSoftmax = 3.75654297 * 1280; EvalClassificationError = 0.85625000 * 1280; time = 0.0100s; samplesPerSecond = 128156.4
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2071-2080]: CrossEntropyWithSoftmax = 3.80117188 * 1280; EvalClassificationError = 0.86953125 * 1280; time = 0.0097s; samplesPerSecond = 131680.5
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2081-2090]: CrossEntropyWithSoftmax = 3.82021484 * 1280; EvalClassificationError = 0.86562500 * 1280; time = 0.0103s; samplesPerSecond = 124558.5
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2091-2100]: CrossEntropyWithSoftmax = 3.73593750 * 1280; EvalClassificationError = 0.83906250 * 1280; time = 0.0098s; samplesPerSecond = 131206.7
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2101-2110]: CrossEntropyWithSoftmax = 3.79287109 * 1280; EvalClassificationError = 0.86093750 * 1280; time = 0.0109s; samplesPerSecond = 117657.9
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2111-2120]: CrossEntropyWithSoftmax = 3.83339844 * 1280; EvalClassificationError = 0.87109375 * 1280; time = 0.0096s; samplesPerSecond = 132807.6
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2121-2130]: CrossEntropyWithSoftmax = 3.77753906 * 1280; EvalClassificationError = 0.85937500 * 1280; time = 0.0096s; samplesPerSecond = 132853.1
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2131-2140]: CrossEntropyWithSoftmax = 3.76201172 * 1280; EvalClassificationError = 0.84218750 * 1280; time = 0.0096s; samplesPerSecond = 132836.6
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2141-2150]: CrossEntropyWithSoftmax = 3.77197266 * 1280; EvalClassificationError = 0.86562500 * 1280; time = 0.0096s; samplesPerSecond = 133027.1
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2151-2160]: CrossEntropyWithSoftmax = 3.77587891 * 1280; EvalClassificationError = 0.85781250 * 1280; time = 0.0096s; samplesPerSecond = 133043.7
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2161-2170]: CrossEntropyWithSoftmax = 3.76152344 * 1280; EvalClassificationError = 0.84921875 * 1280; time = 0.0097s; samplesPerSecond = 132335.3
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2171-2180]: CrossEntropyWithSoftmax = 3.76728516 * 1280; EvalClassificationError = 0.84375000 * 1280; time = 0.0099s; samplesPerSecond = 129493.1
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2181-2190]: CrossEntropyWithSoftmax = 3.77333984 * 1280; EvalClassificationError = 0.85937500 * 1280; time = 0.0098s; samplesPerSecond = 130098.5
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2191-2200]: CrossEntropyWithSoftmax = 3.79863281 * 1280; EvalClassificationError = 0.86484375 * 1280; time = 0.0105s; samplesPerSecond = 121964.0
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2201-2210]: CrossEntropyWithSoftmax = 3.75039063 * 1280; EvalClassificationError = 0.84296875 * 1280; time = 0.0098s; samplesPerSecond = 131243.0
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2211-2220]: CrossEntropyWithSoftmax = 3.69853516 * 1280; EvalClassificationError = 0.84765625 * 1280; time = 0.0098s; samplesPerSecond = 131280.7
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2221-2230]: CrossEntropyWithSoftmax = 3.74003906 * 1280; EvalClassificationError = 0.84765625 * 1280; time = 0.0096s; samplesPerSecond = 132718.1
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2231-2240]: CrossEntropyWithSoftmax = 3.72646484 * 1280; EvalClassificationError = 0.85000000 * 1280; time = 0.0097s; samplesPerSecond = 132409.2
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2241-2250]: CrossEntropyWithSoftmax = 3.69511719 * 1280; EvalClassificationError = 0.85781250 * 1280; time = 0.0096s; samplesPerSecond = 133101.8
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2251-2260]: CrossEntropyWithSoftmax = 3.67636719 * 1280; EvalClassificationError = 0.84453125 * 1280; time = 0.0096s; samplesPerSecond = 133254.2
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2261-2270]: CrossEntropyWithSoftmax = 3.66152344 * 1280; EvalClassificationError = 0.84921875 * 1280; time = 0.0098s; samplesPerSecond = 131154.3
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2271-2280]: CrossEntropyWithSoftmax = 3.71806641 * 1280; EvalClassificationError = 0.85937500 * 1280; time = 0.0096s; samplesPerSecond = 133308.3
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2281-2290]: CrossEntropyWithSoftmax = 3.61962891 * 1280; EvalClassificationError = 0.84453125 * 1280; time = 0.0096s; samplesPerSecond = 133040.9
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2291-2300]: CrossEntropyWithSoftmax = 3.56542969 * 1280; EvalClassificationError = 0.83515625 * 1280; time = 0.0099s; samplesPerSecond = 129525.8
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2301-2310]: CrossEntropyWithSoftmax = 3.60585938 * 1280; EvalClassificationError = 0.81875000 * 1280; time = 0.0096s; samplesPerSecond = 133315.3
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2311-2320]: CrossEntropyWithSoftmax = 3.60185547 * 1280; EvalClassificationError = 0.82968750 * 1280; time = 0.0108s; samplesPerSecond = 118367.3
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2321-2330]: CrossEntropyWithSoftmax = 3.59257813 * 1280; EvalClassificationError = 0.81640625 * 1280; time = 0.0096s; samplesPerSecond = 132927.6
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2331-2340]: CrossEntropyWithSoftmax = 3.65468750 * 1280; EvalClassificationError = 0.82500000 * 1280; time = 0.0096s; samplesPerSecond = 133443.1
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2341-2350]: CrossEntropyWithSoftmax = 3.66376953 * 1280; EvalClassificationError = 0.84687500 * 1280; time = 0.0096s; samplesPerSecond = 132909.7
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2351-2360]: CrossEntropyWithSoftmax = 3.60419922 * 1280; EvalClassificationError = 0.83515625 * 1280; time = 0.0096s; samplesPerSecond = 132937.3
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2361-2370]: CrossEntropyWithSoftmax = 3.58623047 * 1280; EvalClassificationError = 0.82421875 * 1280; time = 0.0098s; samplesPerSecond = 130916.8
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2371-2380]: CrossEntropyWithSoftmax = 3.60351562 * 1280; EvalClassificationError = 0.83906250 * 1280; time = 0.0097s; samplesPerSecond = 132571.0
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2381-2390]: CrossEntropyWithSoftmax = 3.60429688 * 1280; EvalClassificationError = 0.84609375 * 1280; time = 0.0097s; samplesPerSecond = 131947.9
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2391-2400]: CrossEntropyWithSoftmax = 3.61005859 * 1280; EvalClassificationError = 0.83203125 * 1280; time = 0.0105s; samplesPerSecond = 122233.0
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2401-2410]: CrossEntropyWithSoftmax = 3.54326172 * 1280; EvalClassificationError = 0.82812500 * 1280; time = 0.0097s; samplesPerSecond = 132365.4
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2411-2420]: CrossEntropyWithSoftmax = 3.60205078 * 1280; EvalClassificationError = 0.83437500 * 1280; time = 0.0096s; samplesPerSecond = 132956.6
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2421-2430]: CrossEntropyWithSoftmax = 3.51699219 * 1280; EvalClassificationError = 0.80390625 * 1280; time = 0.0098s; samplesPerSecond = 130287.9
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2431-2440]: CrossEntropyWithSoftmax = 3.57050781 * 1280; EvalClassificationError = 0.82578125 * 1280; time = 0.0096s; samplesPerSecond = 132906.9
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2441-2450]: CrossEntropyWithSoftmax = 3.56523438 * 1280; EvalClassificationError = 0.82500000 * 1280; time = 0.0101s; samplesPerSecond = 126348.6
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2451-2460]: CrossEntropyWithSoftmax = 3.50937500 * 1280; EvalClassificationError = 0.83281250 * 1280; time = 0.0096s; samplesPerSecond = 132820.0
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2461-2470]: CrossEntropyWithSoftmax = 3.53271484 * 1280; EvalClassificationError = 0.83828125 * 1280; time = 0.0096s; samplesPerSecond = 133207.1
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2471-2480]: CrossEntropyWithSoftmax = 3.47861328 * 1280; EvalClassificationError = 0.81093750 * 1280; time = 0.0098s; samplesPerSecond = 131021.4
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2481-2490]: CrossEntropyWithSoftmax = 3.49619141 * 1280; EvalClassificationError = 0.80937500 * 1280; time = 0.0096s; samplesPerSecond = 133709.4
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2491-2500]: CrossEntropyWithSoftmax = 3.59453125 * 1280; EvalClassificationError = 0.84140625 * 1280; time = 0.0096s; samplesPerSecond = 133705.2
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2501-2510]: CrossEntropyWithSoftmax = 3.48632812 * 1280; EvalClassificationError = 0.81718750 * 1280; time = 0.0100s; samplesPerSecond = 128340.1
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2511-2520]: CrossEntropyWithSoftmax = 3.48974609 * 1280; EvalClassificationError = 0.82968750 * 1280; time = 0.0109s; samplesPerSecond = 117050.0
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2521-2530]: CrossEntropyWithSoftmax = 3.55566406 * 1280; EvalClassificationError = 0.85078125 * 1280; time = 0.0096s; samplesPerSecond = 133462.6
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2531-2540]: CrossEntropyWithSoftmax = 3.44414063 * 1280; EvalClassificationError = 0.80937500 * 1280; time = 0.0096s; samplesPerSecond = 133649.4
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2541-2550]: CrossEntropyWithSoftmax = 3.51611328 * 1280; EvalClassificationError = 0.83046875 * 1280; time = 0.0097s; samplesPerSecond = 132021.4
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2551-2560]: CrossEntropyWithSoftmax = 3.55664062 * 1280; EvalClassificationError = 0.83437500 * 1280; time = 0.0114s; samplesPerSecond = 111847.0
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2561-2570]: CrossEntropyWithSoftmax = 3.52363281 * 1280; EvalClassificationError = 0.84609375 * 1280; time = 0.0097s; samplesPerSecond = 132634.2
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2571-2580]: CrossEntropyWithSoftmax = 3.46533203 * 1280; EvalClassificationError = 0.82890625 * 1280; time = 0.0096s; samplesPerSecond = 133748.5
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2581-2590]: CrossEntropyWithSoftmax = 3.50126953 * 1280; EvalClassificationError = 0.83281250 * 1280; time = 0.0098s; samplesPerSecond = 130696.3
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2591-2600]: CrossEntropyWithSoftmax = 3.46660156 * 1280; EvalClassificationError = 0.81718750 * 1280; time = 0.0104s; samplesPerSecond = 122713.5
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2601-2610]: CrossEntropyWithSoftmax = 3.45625000 * 1280; EvalClassificationError = 0.82656250 * 1280; time = 0.0096s; samplesPerSecond = 133664.7
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2611-2620]: CrossEntropyWithSoftmax = 3.45712891 * 1280; EvalClassificationError = 0.82578125 * 1280; time = 0.0100s; samplesPerSecond = 128353.0
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2621-2630]: CrossEntropyWithSoftmax = 3.37822266 * 1280; EvalClassificationError = 0.80781250 * 1280; time = 0.0096s; samplesPerSecond = 133259.8
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2631-2640]: CrossEntropyWithSoftmax = 3.45996094 * 1280; EvalClassificationError = 0.81640625 * 1280; time = 0.0095s; samplesPerSecond = 134369.1
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2641-2650]: CrossEntropyWithSoftmax = 3.39091797 * 1280; EvalClassificationError = 0.81640625 * 1280; time = 0.0096s; samplesPerSecond = 133407.0
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2651-2660]: CrossEntropyWithSoftmax = 3.45634766 * 1280; EvalClassificationError = 0.81093750 * 1280; time = 0.0096s; samplesPerSecond = 133842.2
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2661-2670]: CrossEntropyWithSoftmax = 3.44912109 * 1280; EvalClassificationError = 0.82968750 * 1280; time = 0.0098s; samplesPerSecond = 130719.0
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2671-2680]: CrossEntropyWithSoftmax = 3.40537109 * 1280; EvalClassificationError = 0.82578125 * 1280; time = 0.0098s; samplesPerSecond = 130536.3
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2681-2690]: CrossEntropyWithSoftmax = 3.40283203 * 1280; EvalClassificationError = 0.81875000 * 1280; time = 0.0095s; samplesPerSecond = 134103.0
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2691-2700]: CrossEntropyWithSoftmax = 3.43769531 * 1280; EvalClassificationError = 0.83593750 * 1280; time = 0.0096s; samplesPerSecond = 133211.2
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2701-2710]: CrossEntropyWithSoftmax = 3.42988281 * 1280; EvalClassificationError = 0.82187500 * 1280; time = 0.0096s; samplesPerSecond = 133835.2
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2711-2720]: CrossEntropyWithSoftmax = 3.37724609 * 1280; EvalClassificationError = 0.80468750 * 1280; time = 0.0107s; samplesPerSecond = 120130.3
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2721-2730]: CrossEntropyWithSoftmax = 3.35439453 * 1280; EvalClassificationError = 0.78828125 * 1280; time = 0.0103s; samplesPerSecond = 124216.4
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2731-2740]: CrossEntropyWithSoftmax = 3.39169922 * 1280; EvalClassificationError = 0.80937500 * 1280; time = 0.0096s; samplesPerSecond = 133444.5
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2741-2750]: CrossEntropyWithSoftmax = 3.32753906 * 1280; EvalClassificationError = 0.80156250 * 1280; time = 0.0095s; samplesPerSecond = 134056.7
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2751-2760]: CrossEntropyWithSoftmax = 3.36572266 * 1280; EvalClassificationError = 0.79531250 * 1280; time = 0.0104s; samplesPerSecond = 123409.2
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2761-2770]: CrossEntropyWithSoftmax = 3.35830078 * 1280; EvalClassificationError = 0.81562500 * 1280; time = 0.0096s; samplesPerSecond = 133547.6
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2771-2780]: CrossEntropyWithSoftmax = 3.44580078 * 1280; EvalClassificationError = 0.84531250 * 1280; time = 0.0098s; samplesPerSecond = 130700.3
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2781-2790]: CrossEntropyWithSoftmax = 3.40302734 * 1280; EvalClassificationError = 0.80156250 * 1280; time = 0.0100s; samplesPerSecond = 128345.2
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2791-2800]: CrossEntropyWithSoftmax = 3.26630859 * 1280; EvalClassificationError = 0.81250000 * 1280; time = 0.0104s; samplesPerSecond = 122730.0
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2801-2810]: CrossEntropyWithSoftmax = 3.32460938 * 1280; EvalClassificationError = 0.79687500 * 1280; time = 0.0097s; samplesPerSecond = 132527.1
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2811-2820]: CrossEntropyWithSoftmax = 3.44218750 * 1280; EvalClassificationError = 0.81015625 * 1280; time = 0.0097s; samplesPerSecond = 131996.9
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2821-2830]: CrossEntropyWithSoftmax = 3.40615234 * 1280; EvalClassificationError = 0.82265625 * 1280; time = 0.0095s; samplesPerSecond = 134089.0
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2831-2840]: CrossEntropyWithSoftmax = 3.32880859 * 1280; EvalClassificationError = 0.80234375 * 1280; time = 0.0097s; samplesPerSecond = 132153.6
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2841-2850]: CrossEntropyWithSoftmax = 3.39189453 * 1280; EvalClassificationError = 0.82500000 * 1280; time = 0.0096s; samplesPerSecond = 133986.5
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2851-2860]: CrossEntropyWithSoftmax = 3.31982422 * 1280; EvalClassificationError = 0.79609375 * 1280; time = 0.0095s; samplesPerSecond = 134235.2
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2861-2870]: CrossEntropyWithSoftmax = 3.37548828 * 1280; EvalClassificationError = 0.82109375 * 1280; time = 0.0099s; samplesPerSecond = 128763.6
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2871-2880]: CrossEntropyWithSoftmax = 3.29736328 * 1280; EvalClassificationError = 0.79062500 * 1280; time = 0.0095s; samplesPerSecond = 134114.3
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2881-2890]: CrossEntropyWithSoftmax = 3.35292969 * 1280; EvalClassificationError = 0.81250000 * 1280; time = 0.0096s; samplesPerSecond = 133117.0
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2891-2900]: CrossEntropyWithSoftmax = 3.26582031 * 1280; EvalClassificationError = 0.79843750 * 1280; time = 0.0096s; samplesPerSecond = 133020.2
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2901-2910]: CrossEntropyWithSoftmax = 3.31357422 * 1280; EvalClassificationError = 0.80546875 * 1280; time = 0.0095s; samplesPerSecond = 134231.0
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2911-2920]: CrossEntropyWithSoftmax = 3.32685547 * 1280; EvalClassificationError = 0.78828125 * 1280; time = 0.0096s; samplesPerSecond = 133137.8
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2921-2930]: CrossEntropyWithSoftmax = 3.31367187 * 1280; EvalClassificationError = 0.80312500 * 1280; time = 0.0105s; samplesPerSecond = 122198.0
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2931-2940]: CrossEntropyWithSoftmax = 3.31210937 * 1280; EvalClassificationError = 0.80234375 * 1280; time = 0.0096s; samplesPerSecond = 133789.1
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2941-2950]: CrossEntropyWithSoftmax = 3.32099609 * 1280; EvalClassificationError = 0.79687500 * 1280; time = 0.0096s; samplesPerSecond = 133670.3
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2951-2960]: CrossEntropyWithSoftmax = 3.27675781 * 1280; EvalClassificationError = 0.79765625 * 1280; time = 0.0095s; samplesPerSecond = 134166.3
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2961-2970]: CrossEntropyWithSoftmax = 3.33339844 * 1280; EvalClassificationError = 0.81640625 * 1280; time = 0.0096s; samplesPerSecond = 133708.0
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2971-2980]: CrossEntropyWithSoftmax = 3.29462891 * 1280; EvalClassificationError = 0.81250000 * 1280; time = 0.0098s; samplesPerSecond = 130420.6
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2981-2990]: CrossEntropyWithSoftmax = 3.31171875 * 1280; EvalClassificationError = 0.79765625 * 1280; time = 0.0096s; samplesPerSecond = 133957.1
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[2991-3000]: CrossEntropyWithSoftmax = 3.22890625 * 1280; EvalClassificationError = 0.79218750 * 1280; time = 0.0107s; samplesPerSecond = 120105.5
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[3001-3010]: CrossEntropyWithSoftmax = 3.23544922 * 1280; EvalClassificationError = 0.78203125 * 1280; time = 0.0114s; samplesPerSecond = 112606.7
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[3011-3020]: CrossEntropyWithSoftmax = 3.25371094 * 1280; EvalClassificationError = 0.79687500 * 1280; time = 0.0096s; samplesPerSecond = 133546.2
01/16/2018 22:31:40:  Epoch[ 1 of 25]-Minibatch[3021-3030]: CrossEntropyWithSoftmax = 3.28291016 * 1280; EvalClassificationError = 0.80468750 * 1280; time = 0.0097s; samplesPerSecond = 131744.2
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3031-3040]: CrossEntropyWithSoftmax = 3.21669922 * 1280; EvalClassificationError = 0.77890625 * 1280; time = 0.0095s; samplesPerSecond = 134039.8
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3041-3050]: CrossEntropyWithSoftmax = 3.22041016 * 1280; EvalClassificationError = 0.77656250 * 1280; time = 0.0095s; samplesPerSecond = 134145.2
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3051-3060]: CrossEntropyWithSoftmax = 3.24941406 * 1280; EvalClassificationError = 0.79062500 * 1280; time = 0.0098s; samplesPerSecond = 131151.6
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3061-3070]: CrossEntropyWithSoftmax = 3.34296875 * 1280; EvalClassificationError = 0.81015625 * 1280; time = 0.0096s; samplesPerSecond = 132915.2
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3071-3080]: CrossEntropyWithSoftmax = 3.27900391 * 1280; EvalClassificationError = 0.79140625 * 1280; time = 0.0097s; samplesPerSecond = 132455.8
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3081-3090]: CrossEntropyWithSoftmax = 3.35771484 * 1280; EvalClassificationError = 0.81875000 * 1280; time = 0.0096s; samplesPerSecond = 133525.3
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3091-3100]: CrossEntropyWithSoftmax = 3.23710938 * 1280; EvalClassificationError = 0.80468750 * 1280; time = 0.0095s; samplesPerSecond = 134114.3
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3101-3110]: CrossEntropyWithSoftmax = 3.22207031 * 1280; EvalClassificationError = 0.79531250 * 1280; time = 0.0105s; samplesPerSecond = 122252.9
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3111-3120]: CrossEntropyWithSoftmax = 3.24951172 * 1280; EvalClassificationError = 0.80625000 * 1280; time = 0.0096s; samplesPerSecond = 132912.4
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3121-3130]: CrossEntropyWithSoftmax = 3.25878906 * 1280; EvalClassificationError = 0.80625000 * 1280; time = 0.0108s; samplesPerSecond = 119001.1
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3131-3140]: CrossEntropyWithSoftmax = 3.14072266 * 1280; EvalClassificationError = 0.76562500 * 1280; time = 0.0096s; samplesPerSecond = 133719.2
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3141-3150]: CrossEntropyWithSoftmax = 3.23935547 * 1280; EvalClassificationError = 0.79843750 * 1280; time = 0.0096s; samplesPerSecond = 133821.2
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3151-3160]: CrossEntropyWithSoftmax = 3.24931641 * 1280; EvalClassificationError = 0.80703125 * 1280; time = 0.0096s; samplesPerSecond = 133624.2
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3161-3170]: CrossEntropyWithSoftmax = 3.26699219 * 1280; EvalClassificationError = 0.80156250 * 1280; time = 0.0096s; samplesPerSecond = 133618.7
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3171-3180]: CrossEntropyWithSoftmax = 3.22988281 * 1280; EvalClassificationError = 0.78593750 * 1280; time = 0.0096s; samplesPerSecond = 133514.1
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3181-3190]: CrossEntropyWithSoftmax = 3.15869141 * 1280; EvalClassificationError = 0.75781250 * 1280; time = 0.0097s; samplesPerSecond = 131927.5
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3191-3200]: CrossEntropyWithSoftmax = 3.22734375 * 1280; EvalClassificationError = 0.79609375 * 1280; time = 0.0108s; samplesPerSecond = 118920.4
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3201-3210]: CrossEntropyWithSoftmax = 3.24277344 * 1280; EvalClassificationError = 0.79687500 * 1280; time = 0.0096s; samplesPerSecond = 134013.2
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3211-3220]: CrossEntropyWithSoftmax = 3.22900391 * 1280; EvalClassificationError = 0.79531250 * 1280; time = 0.0096s; samplesPerSecond = 133978.1
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3221-3230]: CrossEntropyWithSoftmax = 3.20732422 * 1280; EvalClassificationError = 0.79453125 * 1280; time = 0.0096s; samplesPerSecond = 133968.3
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3231-3240]: CrossEntropyWithSoftmax = 3.20175781 * 1280; EvalClassificationError = 0.78671875 * 1280; time = 0.0100s; samplesPerSecond = 127985.9
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3241-3250]: CrossEntropyWithSoftmax = 3.18701172 * 1280; EvalClassificationError = 0.78125000 * 1280; time = 0.0096s; samplesPerSecond = 132813.1
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3251-3260]: CrossEntropyWithSoftmax = 3.22919922 * 1280; EvalClassificationError = 0.79921875 * 1280; time = 0.0095s; samplesPerSecond = 134145.2
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3261-3270]: CrossEntropyWithSoftmax = 3.15761719 * 1280; EvalClassificationError = 0.78125000 * 1280; time = 0.0096s; samplesPerSecond = 132854.5
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3271-3280]: CrossEntropyWithSoftmax = 3.21787109 * 1280; EvalClassificationError = 0.78281250 * 1280; time = 0.0097s; samplesPerSecond = 131740.1
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3281-3290]: CrossEntropyWithSoftmax = 3.17783203 * 1280; EvalClassificationError = 0.79531250 * 1280; time = 0.0095s; samplesPerSecond = 134236.6
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3291-3300]: CrossEntropyWithSoftmax = 3.13984375 * 1280; EvalClassificationError = 0.77031250 * 1280; time = 0.0099s; samplesPerSecond = 129647.8
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3301-3310]: CrossEntropyWithSoftmax = 3.13837891 * 1280; EvalClassificationError = 0.78046875 * 1280; time = 0.0095s; samplesPerSecond = 134098.8
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3311-3320]: CrossEntropyWithSoftmax = 3.17802734 * 1280; EvalClassificationError = 0.78593750 * 1280; time = 0.0099s; samplesPerSecond = 129945.3
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3321-3330]: CrossEntropyWithSoftmax = 3.11396484 * 1280; EvalClassificationError = 0.76484375 * 1280; time = 0.0110s; samplesPerSecond = 116383.7
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3331-3340]: CrossEntropyWithSoftmax = 3.25009766 * 1280; EvalClassificationError = 0.80390625 * 1280; time = 0.0096s; samplesPerSecond = 133955.7
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3341-3350]: CrossEntropyWithSoftmax = 3.21796875 * 1280; EvalClassificationError = 0.80390625 * 1280; time = 0.0096s; samplesPerSecond = 133882.8
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3351-3360]: CrossEntropyWithSoftmax = 3.15283203 * 1280; EvalClassificationError = 0.79140625 * 1280; time = 0.0096s; samplesPerSecond = 133821.2
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3361-3370]: CrossEntropyWithSoftmax = 3.22324219 * 1280; EvalClassificationError = 0.79062500 * 1280; time = 0.0096s; samplesPerSecond = 133915.0
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3371-3380]: CrossEntropyWithSoftmax = 3.17187500 * 1280; EvalClassificationError = 0.78828125 * 1280; time = 0.0098s; samplesPerSecond = 131118.0
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3381-3390]: CrossEntropyWithSoftmax = 3.16132812 * 1280; EvalClassificationError = 0.79062500 * 1280; time = 0.0095s; samplesPerSecond = 134126.9
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3391-3400]: CrossEntropyWithSoftmax = 3.13535156 * 1280; EvalClassificationError = 0.79296875 * 1280; time = 0.0096s; samplesPerSecond = 132701.6
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3401-3410]: CrossEntropyWithSoftmax = 3.11113281 * 1280; EvalClassificationError = 0.78359375 * 1280; time = 0.0105s; samplesPerSecond = 121579.4
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3411-3420]: CrossEntropyWithSoftmax = 3.11328125 * 1280; EvalClassificationError = 0.76718750 * 1280; time = 0.0096s; samplesPerSecond = 133694.0
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3421-3430]: CrossEntropyWithSoftmax = 3.18505859 * 1280; EvalClassificationError = 0.79765625 * 1280; time = 0.0097s; samplesPerSecond = 131356.1
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3431-3440]: CrossEntropyWithSoftmax = 3.16357422 * 1280; EvalClassificationError = 0.78906250 * 1280; time = 0.0098s; samplesPerSecond = 131247.1
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3441-3450]: CrossEntropyWithSoftmax = 3.18447266 * 1280; EvalClassificationError = 0.79453125 * 1280; time = 0.0096s; samplesPerSecond = 133982.3
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3451-3460]: CrossEntropyWithSoftmax = 3.20097656 * 1280; EvalClassificationError = 0.79531250 * 1280; time = 0.0095s; samplesPerSecond = 134107.2
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3461-3470]: CrossEntropyWithSoftmax = 3.12910156 * 1280; EvalClassificationError = 0.77968750 * 1280; time = 0.0096s; samplesPerSecond = 133980.9
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3471-3480]: CrossEntropyWithSoftmax = 3.21894531 * 1280; EvalClassificationError = 0.80312500 * 1280; time = 0.0096s; samplesPerSecond = 133824.0
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3481-3490]: CrossEntropyWithSoftmax = 3.15595703 * 1280; EvalClassificationError = 0.78984375 * 1280; time = 0.0097s; samplesPerSecond = 131591.1
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3491-3500]: CrossEntropyWithSoftmax = 3.15175781 * 1280; EvalClassificationError = 0.79296875 * 1280; time = 0.0096s; samplesPerSecond = 133917.8
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3501-3510]: CrossEntropyWithSoftmax = 3.18085937 * 1280; EvalClassificationError = 0.77187500 * 1280; time = 0.0097s; samplesPerSecond = 132484.6
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3511-3520]: CrossEntropyWithSoftmax = 3.15292969 * 1280; EvalClassificationError = 0.77343750 * 1280; time = 0.0096s; samplesPerSecond = 133532.2
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3521-3530]: CrossEntropyWithSoftmax = 3.05830078 * 1280; EvalClassificationError = 0.75625000 * 1280; time = 0.0095s; samplesPerSecond = 134302.8
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3531-3540]: CrossEntropyWithSoftmax = 3.14267578 * 1280; EvalClassificationError = 0.78515625 * 1280; time = 0.0111s; samplesPerSecond = 115580.8
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3541-3550]: CrossEntropyWithSoftmax = 3.20947266 * 1280; EvalClassificationError = 0.79375000 * 1280; time = 0.0096s; samplesPerSecond = 134007.6
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3551-3560]: CrossEntropyWithSoftmax = 3.13554688 * 1280; EvalClassificationError = 0.78203125 * 1280; time = 0.0095s; samplesPerSecond = 134035.6
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3561-3570]: CrossEntropyWithSoftmax = 3.08994141 * 1280; EvalClassificationError = 0.76875000 * 1280; time = 0.0095s; samplesPerSecond = 134242.3
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3571-3580]: CrossEntropyWithSoftmax = 3.13984375 * 1280; EvalClassificationError = 0.79843750 * 1280; time = 0.0095s; samplesPerSecond = 134281.7
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3581-3590]: CrossEntropyWithSoftmax = 3.18476562 * 1280; EvalClassificationError = 0.80312500 * 1280; time = 0.0097s; samplesPerSecond = 131616.8
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3591-3600]: CrossEntropyWithSoftmax = 3.15517578 * 1280; EvalClassificationError = 0.78750000 * 1280; time = 0.0096s; samplesPerSecond = 132734.6
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3601-3610]: CrossEntropyWithSoftmax = 3.13564453 * 1280; EvalClassificationError = 0.77734375 * 1280; time = 0.0105s; samplesPerSecond = 122464.6
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3611-3620]: CrossEntropyWithSoftmax = 3.11806641 * 1280; EvalClassificationError = 0.78203125 * 1280; time = 0.0096s; samplesPerSecond = 133982.3
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3621-3630]: CrossEntropyWithSoftmax = 3.05097656 * 1280; EvalClassificationError = 0.78046875 * 1280; time = 0.0099s; samplesPerSecond = 129410.6
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3631-3640]: CrossEntropyWithSoftmax = 3.12822266 * 1280; EvalClassificationError = 0.78750000 * 1280; time = 0.0096s; samplesPerSecond = 133793.2
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3641-3650]: CrossEntropyWithSoftmax = 3.03457031 * 1280; EvalClassificationError = 0.75781250 * 1280; time = 0.0096s; samplesPerSecond = 133512.7
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3651-3660]: CrossEntropyWithSoftmax = 3.10302734 * 1280; EvalClassificationError = 0.79140625 * 1280; time = 0.0095s; samplesPerSecond = 134153.6
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3661-3670]: CrossEntropyWithSoftmax = 3.08945312 * 1280; EvalClassificationError = 0.76718750 * 1280; time = 0.0098s; samplesPerSecond = 130844.6
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3671-3680]: CrossEntropyWithSoftmax = 3.15214844 * 1280; EvalClassificationError = 0.80234375 * 1280; time = 0.0097s; samplesPerSecond = 131566.8
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3681-3690]: CrossEntropyWithSoftmax = 3.14179687 * 1280; EvalClassificationError = 0.78203125 * 1280; time = 0.0096s; samplesPerSecond = 133777.9
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3691-3700]: CrossEntropyWithSoftmax = 3.09140625 * 1280; EvalClassificationError = 0.78281250 * 1280; time = 0.0098s; samplesPerSecond = 131058.9
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3701-3710]: CrossEntropyWithSoftmax = 3.02675781 * 1280; EvalClassificationError = 0.78281250 * 1280; time = 0.0095s; samplesPerSecond = 134143.8
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3711-3720]: CrossEntropyWithSoftmax = 3.00263672 * 1280; EvalClassificationError = 0.74609375 * 1280; time = 0.0096s; samplesPerSecond = 133489.1
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3721-3730]: CrossEntropyWithSoftmax = 3.17001953 * 1280; EvalClassificationError = 0.80468750 * 1280; time = 0.0097s; samplesPerSecond = 132273.8
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3731-3740]: CrossEntropyWithSoftmax = 3.05722656 * 1280; EvalClassificationError = 0.76562500 * 1280; time = 0.0108s; samplesPerSecond = 118480.1
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3741-3750]: CrossEntropyWithSoftmax = 3.02939453 * 1280; EvalClassificationError = 0.75703125 * 1280; time = 0.0096s; samplesPerSecond = 132727.8
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3751-3760]: CrossEntropyWithSoftmax = 3.16152344 * 1280; EvalClassificationError = 0.79531250 * 1280; time = 0.0096s; samplesPerSecond = 133233.4
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3761-3770]: CrossEntropyWithSoftmax = 3.13222656 * 1280; EvalClassificationError = 0.80000000 * 1280; time = 0.0096s; samplesPerSecond = 133448.7
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3771-3780]: CrossEntropyWithSoftmax = 3.07617188 * 1280; EvalClassificationError = 0.78125000 * 1280; time = 0.0096s; samplesPerSecond = 133645.2
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3781-3790]: CrossEntropyWithSoftmax = 3.08378906 * 1280; EvalClassificationError = 0.79140625 * 1280; time = 0.0098s; samplesPerSecond = 130811.1
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3791-3800]: CrossEntropyWithSoftmax = 3.06894531 * 1280; EvalClassificationError = 0.77578125 * 1280; time = 0.0096s; samplesPerSecond = 133501.6
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3801-3810]: CrossEntropyWithSoftmax = 3.04345703 * 1280; EvalClassificationError = 0.77187500 * 1280; time = 0.0097s; samplesPerSecond = 132381.8
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3811-3820]: CrossEntropyWithSoftmax = 3.02197266 * 1280; EvalClassificationError = 0.78593750 * 1280; time = 0.0097s; samplesPerSecond = 131553.3
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3821-3830]: CrossEntropyWithSoftmax = 3.01484375 * 1280; EvalClassificationError = 0.76562500 * 1280; time = 0.0096s; samplesPerSecond = 133083.8
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3831-3840]: CrossEntropyWithSoftmax = 3.07333984 * 1280; EvalClassificationError = 0.77812500 * 1280; time = 0.0096s; samplesPerSecond = 133233.4
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3841-3850]: CrossEntropyWithSoftmax = 3.10556641 * 1280; EvalClassificationError = 0.77968750 * 1280; time = 0.0096s; samplesPerSecond = 133036.8
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3851-3860]: CrossEntropyWithSoftmax = 3.03056641 * 1280; EvalClassificationError = 0.74687500 * 1280; time = 0.0096s; samplesPerSecond = 133727.6
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3861-3870]: CrossEntropyWithSoftmax = 3.08984375 * 1280; EvalClassificationError = 0.77656250 * 1280; time = 0.0099s; samplesPerSecond = 129461.6
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3871-3880]: CrossEntropyWithSoftmax = 3.04267578 * 1280; EvalClassificationError = 0.78125000 * 1280; time = 0.0096s; samplesPerSecond = 133730.3
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3881-3890]: CrossEntropyWithSoftmax = 3.02880859 * 1280; EvalClassificationError = 0.75703125 * 1280; time = 0.0099s; samplesPerSecond = 129813.5
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3891-3900]: CrossEntropyWithSoftmax = 3.06826172 * 1280; EvalClassificationError = 0.77890625 * 1280; time = 0.0098s; samplesPerSecond = 130605.6
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3901-3910]: CrossEntropyWithSoftmax = 3.01152344 * 1280; EvalClassificationError = 0.76640625 * 1280; time = 0.0096s; samplesPerSecond = 133530.8
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3911-3920]: CrossEntropyWithSoftmax = 3.05644531 * 1280; EvalClassificationError = 0.79062500 * 1280; time = 0.0096s; samplesPerSecond = 133769.5
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3921-3930]: CrossEntropyWithSoftmax = 3.09345703 * 1280; EvalClassificationError = 0.78437500 * 1280; time = 0.0096s; samplesPerSecond = 134016.0
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3931-3940]: CrossEntropyWithSoftmax = 3.06240234 * 1280; EvalClassificationError = 0.77734375 * 1280; time = 0.0097s; samplesPerSecond = 131650.7
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3941-3950]: CrossEntropyWithSoftmax = 3.06230469 * 1280; EvalClassificationError = 0.75937500 * 1280; time = 0.0098s; samplesPerSecond = 130007.3
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3951-3960]: CrossEntropyWithSoftmax = 2.99189453 * 1280; EvalClassificationError = 0.75312500 * 1280; time = 0.0096s; samplesPerSecond = 133643.8
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3961-3970]: CrossEntropyWithSoftmax = 2.96572266 * 1280; EvalClassificationError = 0.74843750 * 1280; time = 0.0096s; samplesPerSecond = 133861.8
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3971-3980]: CrossEntropyWithSoftmax = 3.01416016 * 1280; EvalClassificationError = 0.77187500 * 1280; time = 0.0096s; samplesPerSecond = 133737.3
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3981-3990]: CrossEntropyWithSoftmax = 3.06650391 * 1280; EvalClassificationError = 0.75859375 * 1280; time = 0.0096s; samplesPerSecond = 133068.6
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[3991-4000]: CrossEntropyWithSoftmax = 3.05273438 * 1280; EvalClassificationError = 0.77734375 * 1280; time = 0.0096s; samplesPerSecond = 132840.7
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[4001-4010]: CrossEntropyWithSoftmax = 3.02041016 * 1280; EvalClassificationError = 0.77265625 * 1280; time = 0.0096s; samplesPerSecond = 133561.5
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[4011-4020]: CrossEntropyWithSoftmax = 3.00869141 * 1280; EvalClassificationError = 0.77890625 * 1280; time = 0.0097s; samplesPerSecond = 132234.1
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[4021-4030]: CrossEntropyWithSoftmax = 3.09589844 * 1280; EvalClassificationError = 0.76875000 * 1280; time = 0.0095s; samplesPerSecond = 134136.8
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[4031-4040]: CrossEntropyWithSoftmax = 3.01660156 * 1280; EvalClassificationError = 0.77109375 * 1280; time = 0.0096s; samplesPerSecond = 133923.4
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[4041-4050]: CrossEntropyWithSoftmax = 2.99521484 * 1280; EvalClassificationError = 0.78203125 * 1280; time = 0.0096s; samplesPerSecond = 133356.9
01/16/2018 22:31:41:  Epoch[ 1 of 25]-Minibatch[4051-4060]: CrossEntropyWithSoftmax = 3.07841797 * 1280; EvalClassificationError = 0.77968750 * 1280; time = 0.0095s; samplesPerSecond = 134156.4
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4061-4070]: CrossEntropyWithSoftmax = 3.00126953 * 1280; EvalClassificationError = 0.76328125 * 1280; time = 0.0095s; samplesPerSecond = 134039.8
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4071-4080]: CrossEntropyWithSoftmax = 3.07529297 * 1280; EvalClassificationError = 0.78203125 * 1280; time = 0.0097s; samplesPerSecond = 131945.2
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4081-4090]: CrossEntropyWithSoftmax = 3.03876953 * 1280; EvalClassificationError = 0.76875000 * 1280; time = 0.0096s; samplesPerSecond = 133850.6
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4091-4100]: CrossEntropyWithSoftmax = 3.03583984 * 1280; EvalClassificationError = 0.77890625 * 1280; time = 0.0097s; samplesPerSecond = 132320.3
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4101-4110]: CrossEntropyWithSoftmax = 3.00517578 * 1280; EvalClassificationError = 0.78828125 * 1280; time = 0.0096s; samplesPerSecond = 133831.0
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4111-4120]: CrossEntropyWithSoftmax = 3.04980469 * 1280; EvalClassificationError = 0.78046875 * 1280; time = 0.0095s; samplesPerSecond = 134034.2
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4121-4130]: CrossEntropyWithSoftmax = 3.00126953 * 1280; EvalClassificationError = 0.76484375 * 1280; time = 0.0096s; samplesPerSecond = 133716.4
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4131-4140]: CrossEntropyWithSoftmax = 3.07851563 * 1280; EvalClassificationError = 0.77656250 * 1280; time = 0.0095s; samplesPerSecond = 134298.6
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4141-4150]: CrossEntropyWithSoftmax = 3.00830078 * 1280; EvalClassificationError = 0.75234375 * 1280; time = 0.0096s; samplesPerSecond = 133366.7
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4151-4160]: CrossEntropyWithSoftmax = 3.01386719 * 1280; EvalClassificationError = 0.77968750 * 1280; time = 0.0096s; samplesPerSecond = 133220.9
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4161-4170]: CrossEntropyWithSoftmax = 3.07001953 * 1280; EvalClassificationError = 0.76875000 * 1280; time = 0.0095s; samplesPerSecond = 134200.0
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4171-4180]: CrossEntropyWithSoftmax = 2.95908203 * 1280; EvalClassificationError = 0.75078125 * 1280; time = 0.0096s; samplesPerSecond = 134025.8
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4181-4190]: CrossEntropyWithSoftmax = 3.00517578 * 1280; EvalClassificationError = 0.78515625 * 1280; time = 0.0096s; samplesPerSecond = 133934.6
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4191-4200]: CrossEntropyWithSoftmax = 3.00234375 * 1280; EvalClassificationError = 0.78125000 * 1280; time = 0.0095s; samplesPerSecond = 134059.5
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4201-4210]: CrossEntropyWithSoftmax = 3.02431641 * 1280; EvalClassificationError = 0.78046875 * 1280; time = 0.0097s; samplesPerSecond = 131729.3
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4211-4220]: CrossEntropyWithSoftmax = 2.94033203 * 1280; EvalClassificationError = 0.74921875 * 1280; time = 0.0096s; samplesPerSecond = 133819.8
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4221-4230]: CrossEntropyWithSoftmax = 3.02841797 * 1280; EvalClassificationError = 0.76406250 * 1280; time = 0.0096s; samplesPerSecond = 132855.9
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4231-4240]: CrossEntropyWithSoftmax = 3.06064453 * 1280; EvalClassificationError = 0.76796875 * 1280; time = 0.0096s; samplesPerSecond = 133850.6
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4241-4250]: CrossEntropyWithSoftmax = 2.94882812 * 1280; EvalClassificationError = 0.75937500 * 1280; time = 0.0096s; samplesPerSecond = 133783.5
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4251-4260]: CrossEntropyWithSoftmax = 2.97978516 * 1280; EvalClassificationError = 0.76250000 * 1280; time = 0.0098s; samplesPerSecond = 130837.9
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4261-4270]: CrossEntropyWithSoftmax = 3.06855469 * 1280; EvalClassificationError = 0.77968750 * 1280; time = 0.0095s; samplesPerSecond = 134280.3
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4271-4280]: CrossEntropyWithSoftmax = 3.00410156 * 1280; EvalClassificationError = 0.77109375 * 1280; time = 0.0096s; samplesPerSecond = 133505.8
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4281-4290]: CrossEntropyWithSoftmax = 3.01132812 * 1280; EvalClassificationError = 0.78046875 * 1280; time = 0.0095s; samplesPerSecond = 134578.2
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4291-4300]: CrossEntropyWithSoftmax = 2.89863281 * 1280; EvalClassificationError = 0.76015625 * 1280; time = 0.0095s; samplesPerSecond = 134216.9
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4301-4310]: CrossEntropyWithSoftmax = 2.99902344 * 1280; EvalClassificationError = 0.76484375 * 1280; time = 0.0097s; samplesPerSecond = 132536.7
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4311-4320]: CrossEntropyWithSoftmax = 2.95234375 * 1280; EvalClassificationError = 0.77187500 * 1280; time = 0.0095s; samplesPerSecond = 134294.4
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4321-4330]: CrossEntropyWithSoftmax = 2.95703125 * 1280; EvalClassificationError = 0.76718750 * 1280; time = 0.0095s; samplesPerSecond = 134328.2
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4331-4340]: CrossEntropyWithSoftmax = 3.03925781 * 1280; EvalClassificationError = 0.75937500 * 1280; time = 0.0096s; samplesPerSecond = 132929.0
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4341-4350]: CrossEntropyWithSoftmax = 2.96230469 * 1280; EvalClassificationError = 0.75468750 * 1280; time = 0.0095s; samplesPerSecond = 134442.5
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4351-4360]: CrossEntropyWithSoftmax = 3.05371094 * 1280; EvalClassificationError = 0.78671875 * 1280; time = 0.0100s; samplesPerSecond = 127994.9
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4361-4370]: CrossEntropyWithSoftmax = 2.99453125 * 1280; EvalClassificationError = 0.77187500 * 1280; time = 0.0096s; samplesPerSecond = 134014.6
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4371-4380]: CrossEntropyWithSoftmax = 2.92656250 * 1280; EvalClassificationError = 0.74453125 * 1280; time = 0.0095s; samplesPerSecond = 134575.4
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4381-4390]: CrossEntropyWithSoftmax = 2.95625000 * 1280; EvalClassificationError = 0.75937500 * 1280; time = 0.0095s; samplesPerSecond = 134356.4
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4391-4400]: CrossEntropyWithSoftmax = 2.93007813 * 1280; EvalClassificationError = 0.74921875 * 1280; time = 0.0096s; samplesPerSecond = 133717.8
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4401-4410]: CrossEntropyWithSoftmax = 2.96132813 * 1280; EvalClassificationError = 0.77031250 * 1280; time = 0.0096s; samplesPerSecond = 133255.6
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4411-4420]: CrossEntropyWithSoftmax = 2.98164062 * 1280; EvalClassificationError = 0.76562500 * 1280; time = 0.0095s; samplesPerSecond = 134647.5
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4421-4430]: CrossEntropyWithSoftmax = 2.93652344 * 1280; EvalClassificationError = 0.75937500 * 1280; time = 0.0095s; samplesPerSecond = 134197.2
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4431-4440]: CrossEntropyWithSoftmax = 2.96210937 * 1280; EvalClassificationError = 0.76562500 * 1280; time = 0.0095s; samplesPerSecond = 134688.6
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4441-4450]: CrossEntropyWithSoftmax = 2.97285156 * 1280; EvalClassificationError = 0.75859375 * 1280; time = 0.0095s; samplesPerSecond = 134231.0
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4451-4460]: CrossEntropyWithSoftmax = 2.88300781 * 1280; EvalClassificationError = 0.73359375 * 1280; time = 0.0095s; samplesPerSecond = 134260.6
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4461-4470]: CrossEntropyWithSoftmax = 2.92285156 * 1280; EvalClassificationError = 0.75703125 * 1280; time = 0.0101s; samplesPerSecond = 126691.3
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4471-4480]: CrossEntropyWithSoftmax = 2.94902344 * 1280; EvalClassificationError = 0.76484375 * 1280; time = 0.0095s; samplesPerSecond = 134295.8
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4481-4490]: CrossEntropyWithSoftmax = 2.97871094 * 1280; EvalClassificationError = 0.76640625 * 1280; time = 0.0098s; samplesPerSecond = 130927.5
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4491-4500]: CrossEntropyWithSoftmax = 2.96601562 * 1280; EvalClassificationError = 0.76015625 * 1280; time = 0.0095s; samplesPerSecond = 134455.2
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4501-4510]: CrossEntropyWithSoftmax = 2.99335937 * 1280; EvalClassificationError = 0.75156250 * 1280; time = 0.0095s; samplesPerSecond = 134542.8
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4511-4520]: CrossEntropyWithSoftmax = 2.94589844 * 1280; EvalClassificationError = 0.77109375 * 1280; time = 0.0098s; samplesPerSecond = 131265.9
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4521-4530]: CrossEntropyWithSoftmax = 2.87343750 * 1280; EvalClassificationError = 0.75156250 * 1280; time = 0.0096s; samplesPerSecond = 133926.2
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4531-4540]: CrossEntropyWithSoftmax = 2.92929687 * 1280; EvalClassificationError = 0.76562500 * 1280; time = 0.0095s; samplesPerSecond = 134390.3
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4541-4550]: CrossEntropyWithSoftmax = 2.90878906 * 1280; EvalClassificationError = 0.75859375 * 1280; time = 0.0095s; samplesPerSecond = 134073.5
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4551-4560]: CrossEntropyWithSoftmax = 2.94277344 * 1280; EvalClassificationError = 0.75078125 * 1280; time = 0.0095s; samplesPerSecond = 134490.5
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4561-4570]: CrossEntropyWithSoftmax = 2.87792969 * 1280; EvalClassificationError = 0.73515625 * 1280; time = 0.0096s; samplesPerSecond = 133765.3
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4571-4580]: CrossEntropyWithSoftmax = 2.97421875 * 1280; EvalClassificationError = 0.76250000 * 1280; time = 0.0095s; samplesPerSecond = 134316.9
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4581-4590]: CrossEntropyWithSoftmax = 2.93964844 * 1280; EvalClassificationError = 0.77734375 * 1280; time = 0.0096s; samplesPerSecond = 132696.1
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4591-4600]: CrossEntropyWithSoftmax = 2.89199219 * 1280; EvalClassificationError = 0.75000000 * 1280; time = 0.0095s; samplesPerSecond = 134504.6
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4601-4610]: CrossEntropyWithSoftmax = 2.92500000 * 1280; EvalClassificationError = 0.74296875 * 1280; time = 0.0096s; samplesPerSecond = 133996.3
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4611-4620]: CrossEntropyWithSoftmax = 2.94218750 * 1280; EvalClassificationError = 0.74453125 * 1280; time = 0.0096s; samplesPerSecond = 133493.2
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4621-4630]: CrossEntropyWithSoftmax = 3.00722656 * 1280; EvalClassificationError = 0.76875000 * 1280; time = 0.0098s; samplesPerSecond = 131081.7
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4631-4640]: CrossEntropyWithSoftmax = 2.96152344 * 1280; EvalClassificationError = 0.76328125 * 1280; time = 0.0096s; samplesPerSecond = 133964.1
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4641-4650]: CrossEntropyWithSoftmax = 2.97500000 * 1280; EvalClassificationError = 0.77656250 * 1280; time = 0.0095s; samplesPerSecond = 134535.7
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4651-4660]: CrossEntropyWithSoftmax = 2.88984375 * 1280; EvalClassificationError = 0.73984375 * 1280; time = 0.0096s; samplesPerSecond = 133043.7
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4661-4670]: CrossEntropyWithSoftmax = 2.93046875 * 1280; EvalClassificationError = 0.73671875 * 1280; time = 0.0095s; samplesPerSecond = 134136.8
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4671-4680]: CrossEntropyWithSoftmax = 2.94726562 * 1280; EvalClassificationError = 0.77656250 * 1280; time = 0.0096s; samplesPerSecond = 133937.4
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4681-4690]: CrossEntropyWithSoftmax = 2.93769531 * 1280; EvalClassificationError = 0.74453125 * 1280; time = 0.0096s; samplesPerSecond = 133934.6
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4691-4700]: CrossEntropyWithSoftmax = 2.93105469 * 1280; EvalClassificationError = 0.76406250 * 1280; time = 0.0095s; samplesPerSecond = 134304.2
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4701-4710]: CrossEntropyWithSoftmax = 2.92031250 * 1280; EvalClassificationError = 0.73671875 * 1280; time = 0.0095s; samplesPerSecond = 134216.9
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4711-4720]: CrossEntropyWithSoftmax = 2.95195313 * 1280; EvalClassificationError = 0.75312500 * 1280; time = 0.0095s; samplesPerSecond = 134190.2
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4721-4730]: CrossEntropyWithSoftmax = 2.90312500 * 1280; EvalClassificationError = 0.74218750 * 1280; time = 0.0097s; samplesPerSecond = 132089.5
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4731-4740]: CrossEntropyWithSoftmax = 3.03066406 * 1280; EvalClassificationError = 0.76328125 * 1280; time = 0.0095s; samplesPerSecond = 134254.9
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4741-4750]: CrossEntropyWithSoftmax = 2.90585937 * 1280; EvalClassificationError = 0.75546875 * 1280; time = 0.0096s; samplesPerSecond = 133140.6
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4751-4760]: CrossEntropyWithSoftmax = 2.92128906 * 1280; EvalClassificationError = 0.73437500 * 1280; time = 0.0095s; samplesPerSecond = 134355.0
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4761-4770]: CrossEntropyWithSoftmax = 2.93300781 * 1280; EvalClassificationError = 0.74531250 * 1280; time = 0.0096s; samplesPerSecond = 133628.4
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4771-4780]: CrossEntropyWithSoftmax = 2.92773438 * 1280; EvalClassificationError = 0.74062500 * 1280; time = 0.0096s; samplesPerSecond = 132839.3
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4781-4790]: CrossEntropyWithSoftmax = 2.94355469 * 1280; EvalClassificationError = 0.75156250 * 1280; time = 0.0095s; samplesPerSecond = 134383.2
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4791-4800]: CrossEntropyWithSoftmax = 2.95976563 * 1280; EvalClassificationError = 0.76171875 * 1280; time = 0.0095s; samplesPerSecond = 134366.3
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4801-4810]: CrossEntropyWithSoftmax = 2.92929687 * 1280; EvalClassificationError = 0.76484375 * 1280; time = 0.0096s; samplesPerSecond = 133948.7
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4811-4820]: CrossEntropyWithSoftmax = 2.97558594 * 1280; EvalClassificationError = 0.76953125 * 1280; time = 0.0095s; samplesPerSecond = 134664.5
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4821-4830]: CrossEntropyWithSoftmax = 2.93671875 * 1280; EvalClassificationError = 0.77734375 * 1280; time = 0.0097s; samplesPerSecond = 131353.5
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4831-4840]: CrossEntropyWithSoftmax = 2.89785156 * 1280; EvalClassificationError = 0.76953125 * 1280; time = 0.0095s; samplesPerSecond = 134254.9
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4841-4850]: CrossEntropyWithSoftmax = 2.96328125 * 1280; EvalClassificationError = 0.75546875 * 1280; time = 0.0098s; samplesPerSecond = 130625.6
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4851-4860]: CrossEntropyWithSoftmax = 2.91523437 * 1280; EvalClassificationError = 0.76718750 * 1280; time = 0.0096s; samplesPerSecond = 133997.7
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4861-4870]: CrossEntropyWithSoftmax = 2.80371094 * 1280; EvalClassificationError = 0.72656250 * 1280; time = 0.0096s; samplesPerSecond = 133783.5
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4871-4880]: CrossEntropyWithSoftmax = 2.90527344 * 1280; EvalClassificationError = 0.77109375 * 1280; time = 0.0096s; samplesPerSecond = 134021.6
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4881-4890]: CrossEntropyWithSoftmax = 2.85527344 * 1280; EvalClassificationError = 0.72968750 * 1280; time = 0.0095s; samplesPerSecond = 134160.7
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4891-4900]: CrossEntropyWithSoftmax = 2.95273437 * 1280; EvalClassificationError = 0.75625000 * 1280; time = 0.0095s; samplesPerSecond = 134316.9
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4901-4910]: CrossEntropyWithSoftmax = 2.95390625 * 1280; EvalClassificationError = 0.75234375 * 1280; time = 0.0095s; samplesPerSecond = 134428.4
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4911-4920]: CrossEntropyWithSoftmax = 2.92519531 * 1280; EvalClassificationError = 0.75859375 * 1280; time = 0.0098s; samplesPerSecond = 130485.8
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4921-4930]: CrossEntropyWithSoftmax = 2.92597656 * 1280; EvalClassificationError = 0.74218750 * 1280; time = 0.0096s; samplesPerSecond = 133898.2
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4931-4940]: CrossEntropyWithSoftmax = 2.90605469 * 1280; EvalClassificationError = 0.74765625 * 1280; time = 0.0095s; samplesPerSecond = 134333.8
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4941-4950]: CrossEntropyWithSoftmax = 2.94648437 * 1280; EvalClassificationError = 0.74062500 * 1280; time = 0.0095s; samplesPerSecond = 134142.4
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4951-4960]: CrossEntropyWithSoftmax = 2.88183594 * 1280; EvalClassificationError = 0.75000000 * 1280; time = 0.0095s; samplesPerSecond = 134316.9
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4961-4970]: CrossEntropyWithSoftmax = 2.85000000 * 1280; EvalClassificationError = 0.75468750 * 1280; time = 0.0096s; samplesPerSecond = 133645.2
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4971-4980]: CrossEntropyWithSoftmax = 2.83417969 * 1280; EvalClassificationError = 0.72734375 * 1280; time = 0.0096s; samplesPerSecond = 133804.4
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4981-4990]: CrossEntropyWithSoftmax = 2.93164062 * 1280; EvalClassificationError = 0.76093750 * 1280; time = 0.0096s; samplesPerSecond = 132919.3
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[4991-5000]: CrossEntropyWithSoftmax = 2.86386719 * 1280; EvalClassificationError = 0.73593750 * 1280; time = 0.0096s; samplesPerSecond = 133401.4
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[5001-5010]: CrossEntropyWithSoftmax = 2.90683594 * 1280; EvalClassificationError = 0.76093750 * 1280; time = 0.0096s; samplesPerSecond = 132984.2
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[5011-5020]: CrossEntropyWithSoftmax = 2.86875000 * 1280; EvalClassificationError = 0.75156250 * 1280; time = 0.0100s; samplesPerSecond = 128501.2
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[5021-5030]: CrossEntropyWithSoftmax = 2.80292969 * 1280; EvalClassificationError = 0.72109375 * 1280; time = 0.0095s; samplesPerSecond = 134555.5
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[5031-5040]: CrossEntropyWithSoftmax = 2.87109375 * 1280; EvalClassificationError = 0.75937500 * 1280; time = 0.0096s; samplesPerSecond = 133737.3
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[5041-5050]: CrossEntropyWithSoftmax = 2.94414063 * 1280; EvalClassificationError = 0.77968750 * 1280; time = 0.0096s; samplesPerSecond = 133688.4
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[5051-5060]: CrossEntropyWithSoftmax = 2.91113281 * 1280; EvalClassificationError = 0.75312500 * 1280; time = 0.0096s; samplesPerSecond = 134010.4
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[5061-5070]: CrossEntropyWithSoftmax = 2.85468750 * 1280; EvalClassificationError = 0.73984375 * 1280; time = 0.0096s; samplesPerSecond = 132935.9
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[5071-5080]: CrossEntropyWithSoftmax = 2.91503906 * 1280; EvalClassificationError = 0.75546875 * 1280; time = 0.0096s; samplesPerSecond = 133962.7
01/16/2018 22:31:42:  Epoch[ 1 of 25]-Minibatch[5081-5090]: CrossEntropyWithSoftmax = 2.86230469 * 1280; EvalClassificationError = 0.73828125 * 1280; time = 0.0096s; samplesPerSecond = 133576.8
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5091-5100]: CrossEntropyWithSoftmax = 2.93437500 * 1280; EvalClassificationError = 0.77187500 * 1280; time = 0.0095s; samplesPerSecond = 134263.4
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5101-5110]: CrossEntropyWithSoftmax = 2.91425781 * 1280; EvalClassificationError = 0.75781250 * 1280; time = 0.0096s; samplesPerSecond = 133878.6
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5111-5120]: CrossEntropyWithSoftmax = 2.91152344 * 1280; EvalClassificationError = 0.75468750 * 1280; time = 0.0095s; samplesPerSecond = 134086.2
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5121-5130]: CrossEntropyWithSoftmax = 2.91113281 * 1280; EvalClassificationError = 0.75234375 * 1280; time = 0.0096s; samplesPerSecond = 133016.0
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5131-5140]: CrossEntropyWithSoftmax = 2.89121094 * 1280; EvalClassificationError = 0.75781250 * 1280; time = 0.0095s; samplesPerSecond = 134184.6
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5141-5150]: CrossEntropyWithSoftmax = 2.85390625 * 1280; EvalClassificationError = 0.72968750 * 1280; time = 0.0096s; samplesPerSecond = 134023.0
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5151-5160]: CrossEntropyWithSoftmax = 2.85449219 * 1280; EvalClassificationError = 0.76015625 * 1280; time = 0.0095s; samplesPerSecond = 134082.0
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5161-5170]: CrossEntropyWithSoftmax = 2.88867188 * 1280; EvalClassificationError = 0.74296875 * 1280; time = 0.0095s; samplesPerSecond = 134325.4
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5171-5180]: CrossEntropyWithSoftmax = 2.84414063 * 1280; EvalClassificationError = 0.73203125 * 1280; time = 0.0097s; samplesPerSecond = 131528.9
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5181-5190]: CrossEntropyWithSoftmax = 2.88496094 * 1280; EvalClassificationError = 0.75000000 * 1280; time = 0.0095s; samplesPerSecond = 134499.0
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5191-5200]: CrossEntropyWithSoftmax = 2.89746094 * 1280; EvalClassificationError = 0.75312500 * 1280; time = 0.0095s; samplesPerSecond = 134319.7
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5201-5210]: CrossEntropyWithSoftmax = 2.91777344 * 1280; EvalClassificationError = 0.74375000 * 1280; time = 0.0095s; samplesPerSecond = 134074.9
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5211-5220]: CrossEntropyWithSoftmax = 2.89316406 * 1280; EvalClassificationError = 0.77187500 * 1280; time = 0.0096s; samplesPerSecond = 133728.9
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5221-5230]: CrossEntropyWithSoftmax = 2.88183594 * 1280; EvalClassificationError = 0.75703125 * 1280; time = 0.0095s; samplesPerSecond = 134211.3
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5231-5240]: CrossEntropyWithSoftmax = 2.82949219 * 1280; EvalClassificationError = 0.74609375 * 1280; time = 0.0096s; samplesPerSecond = 133561.5
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5241-5250]: CrossEntropyWithSoftmax = 2.86210938 * 1280; EvalClassificationError = 0.74453125 * 1280; time = 0.0096s; samplesPerSecond = 133649.4
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5251-5260]: CrossEntropyWithSoftmax = 2.87480469 * 1280; EvalClassificationError = 0.75234375 * 1280; time = 0.0096s; samplesPerSecond = 132940.1
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5261-5270]: CrossEntropyWithSoftmax = 2.88652344 * 1280; EvalClassificationError = 0.73437500 * 1280; time = 0.0096s; samplesPerSecond = 133443.1
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5271-5280]: CrossEntropyWithSoftmax = 2.85214844 * 1280; EvalClassificationError = 0.74843750 * 1280; time = 0.0095s; samplesPerSecond = 134473.6
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5281-5290]: CrossEntropyWithSoftmax = 2.82578125 * 1280; EvalClassificationError = 0.72968750 * 1280; time = 0.0095s; samplesPerSecond = 134352.2
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5291-5300]: CrossEntropyWithSoftmax = 2.91425781 * 1280; EvalClassificationError = 0.76250000 * 1280; time = 0.0097s; samplesPerSecond = 132090.9
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5301-5310]: CrossEntropyWithSoftmax = 2.89609375 * 1280; EvalClassificationError = 0.74921875 * 1280; time = 0.0095s; samplesPerSecond = 134087.6
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5311-5320]: CrossEntropyWithSoftmax = 2.81660156 * 1280; EvalClassificationError = 0.74296875 * 1280; time = 0.0095s; samplesPerSecond = 134236.6
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5321-5330]: CrossEntropyWithSoftmax = 2.87539063 * 1280; EvalClassificationError = 0.75703125 * 1280; time = 0.0095s; samplesPerSecond = 134159.3
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5331-5340]: CrossEntropyWithSoftmax = 2.81777344 * 1280; EvalClassificationError = 0.73125000 * 1280; time = 0.0097s; samplesPerSecond = 132538.1
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5341-5350]: CrossEntropyWithSoftmax = 2.73535156 * 1280; EvalClassificationError = 0.72812500 * 1280; time = 0.0095s; samplesPerSecond = 134076.3
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5351-5360]: CrossEntropyWithSoftmax = 2.84882812 * 1280; EvalClassificationError = 0.75078125 * 1280; time = 0.0096s; samplesPerSecond = 132782.8
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5361-5370]: CrossEntropyWithSoftmax = 2.77890625 * 1280; EvalClassificationError = 0.73281250 * 1280; time = 0.0096s; samplesPerSecond = 133773.7
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5371-5380]: CrossEntropyWithSoftmax = 2.74667969 * 1280; EvalClassificationError = 0.73125000 * 1280; time = 0.0096s; samplesPerSecond = 133940.3
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5381-5390]: CrossEntropyWithSoftmax = 2.83027344 * 1280; EvalClassificationError = 0.73593750 * 1280; time = 0.0096s; samplesPerSecond = 133508.6
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5391-5400]: CrossEntropyWithSoftmax = 2.84863281 * 1280; EvalClassificationError = 0.75390625 * 1280; time = 0.0095s; samplesPerSecond = 134284.5
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5401-5410]: CrossEntropyWithSoftmax = 2.79765625 * 1280; EvalClassificationError = 0.72343750 * 1280; time = 0.0095s; samplesPerSecond = 134231.0
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5411-5420]: CrossEntropyWithSoftmax = 2.93359375 * 1280; EvalClassificationError = 0.77031250 * 1280; time = 0.0098s; samplesPerSecond = 131091.1
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5421-5430]: CrossEntropyWithSoftmax = 2.80195312 * 1280; EvalClassificationError = 0.73671875 * 1280; time = 0.0095s; samplesPerSecond = 134388.8
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5431-5440]: CrossEntropyWithSoftmax = 2.83730469 * 1280; EvalClassificationError = 0.73125000 * 1280; time = 0.0096s; samplesPerSecond = 133596.4
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5441-5450]: CrossEntropyWithSoftmax = 2.78730469 * 1280; EvalClassificationError = 0.73046875 * 1280; time = 0.0095s; samplesPerSecond = 134259.2
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5451-5460]: CrossEntropyWithSoftmax = 2.81191406 * 1280; EvalClassificationError = 0.74921875 * 1280; time = 0.0095s; samplesPerSecond = 134214.1
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5461-5470]: CrossEntropyWithSoftmax = 2.87578125 * 1280; EvalClassificationError = 0.73593750 * 1280; time = 0.0096s; samplesPerSecond = 132970.4
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5471-5480]: CrossEntropyWithSoftmax = 2.83925781 * 1280; EvalClassificationError = 0.73906250 * 1280; time = 0.0095s; samplesPerSecond = 134398.7
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5481-5490]: CrossEntropyWithSoftmax = 2.82402344 * 1280; EvalClassificationError = 0.74843750 * 1280; time = 0.0095s; samplesPerSecond = 134138.2
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5491-5500]: CrossEntropyWithSoftmax = 2.82246094 * 1280; EvalClassificationError = 0.72968750 * 1280; time = 0.0096s; samplesPerSecond = 133387.5
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5501-5510]: CrossEntropyWithSoftmax = 2.84765625 * 1280; EvalClassificationError = 0.75390625 * 1280; time = 0.0096s; samplesPerSecond = 133852.0
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5511-5520]: CrossEntropyWithSoftmax = 2.87050781 * 1280; EvalClassificationError = 0.74765625 * 1280; time = 0.0097s; samplesPerSecond = 131938.4
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5521-5530]: CrossEntropyWithSoftmax = 2.91093750 * 1280; EvalClassificationError = 0.75156250 * 1280; time = 0.0096s; samplesPerSecond = 133543.4
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5531-5540]: CrossEntropyWithSoftmax = 2.76894531 * 1280; EvalClassificationError = 0.72734375 * 1280; time = 0.0096s; samplesPerSecond = 132685.1
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5541-5550]: CrossEntropyWithSoftmax = 2.74609375 * 1280; EvalClassificationError = 0.73984375 * 1280; time = 0.0096s; samplesPerSecond = 132906.9
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5551-5560]: CrossEntropyWithSoftmax = 2.76718750 * 1280; EvalClassificationError = 0.71953125 * 1280; time = 0.0095s; samplesPerSecond = 134108.6
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5561-5570]: CrossEntropyWithSoftmax = 2.84941406 * 1280; EvalClassificationError = 0.73515625 * 1280; time = 0.0095s; samplesPerSecond = 134473.6
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5571-5580]: CrossEntropyWithSoftmax = 2.80410156 * 1280; EvalClassificationError = 0.73515625 * 1280; time = 0.0095s; samplesPerSecond = 134380.4
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5581-5590]: CrossEntropyWithSoftmax = 2.82460938 * 1280; EvalClassificationError = 0.73906250 * 1280; time = 0.0095s; samplesPerSecond = 134231.0
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5591-5600]: CrossEntropyWithSoftmax = 2.79785156 * 1280; EvalClassificationError = 0.74296875 * 1280; time = 0.0096s; samplesPerSecond = 133553.1
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5601-5610]: CrossEntropyWithSoftmax = 2.79628906 * 1280; EvalClassificationError = 0.71406250 * 1280; time = 0.0095s; samplesPerSecond = 134477.8
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5611-5620]: CrossEntropyWithSoftmax = 2.85136719 * 1280; EvalClassificationError = 0.74296875 * 1280; time = 0.0096s; samplesPerSecond = 134028.6
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5621-5630]: CrossEntropyWithSoftmax = 2.85214844 * 1280; EvalClassificationError = 0.75468750 * 1280; time = 0.0096s; samplesPerSecond = 133737.3
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5631-5640]: CrossEntropyWithSoftmax = 2.71855469 * 1280; EvalClassificationError = 0.72265625 * 1280; time = 0.0096s; samplesPerSecond = 133466.8
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5641-5650]: CrossEntropyWithSoftmax = 2.89414062 * 1280; EvalClassificationError = 0.75859375 * 1280; time = 0.0096s; samplesPerSecond = 133895.4
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5651-5660]: CrossEntropyWithSoftmax = 2.79824219 * 1280; EvalClassificationError = 0.70781250 * 1280; time = 0.0095s; samplesPerSecond = 134208.5
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5661-5670]: CrossEntropyWithSoftmax = 2.85664062 * 1280; EvalClassificationError = 0.76796875 * 1280; time = 0.0095s; samplesPerSecond = 134215.5
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5671-5680]: CrossEntropyWithSoftmax = 2.79882812 * 1280; EvalClassificationError = 0.73281250 * 1280; time = 0.0096s; samplesPerSecond = 133569.9
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5681-5690]: CrossEntropyWithSoftmax = 2.90585937 * 1280; EvalClassificationError = 0.75781250 * 1280; time = 0.0095s; samplesPerSecond = 134578.2
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5691-5700]: CrossEntropyWithSoftmax = 2.77539062 * 1280; EvalClassificationError = 0.70859375 * 1280; time = 0.0096s; samplesPerSecond = 132855.9
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5701-5710]: CrossEntropyWithSoftmax = 2.83339844 * 1280; EvalClassificationError = 0.74765625 * 1280; time = 0.0095s; samplesPerSecond = 134380.4
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5711-5720]: CrossEntropyWithSoftmax = 2.87207031 * 1280; EvalClassificationError = 0.75546875 * 1280; time = 0.0095s; samplesPerSecond = 134247.9
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5721-5730]: CrossEntropyWithSoftmax = 2.85429688 * 1280; EvalClassificationError = 0.74531250 * 1280; time = 0.0096s; samplesPerSecond = 133947.3
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5731-5740]: CrossEntropyWithSoftmax = 2.86562500 * 1280; EvalClassificationError = 0.74218750 * 1280; time = 0.0095s; samplesPerSecond = 134058.1
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5741-5750]: CrossEntropyWithSoftmax = 2.89140625 * 1280; EvalClassificationError = 0.73750000 * 1280; time = 0.0095s; samplesPerSecond = 134164.9
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5751-5760]: CrossEntropyWithSoftmax = 2.84199219 * 1280; EvalClassificationError = 0.73359375 * 1280; time = 0.0095s; samplesPerSecond = 134308.5
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5761-5770]: CrossEntropyWithSoftmax = 2.74355469 * 1280; EvalClassificationError = 0.71875000 * 1280; time = 0.0096s; samplesPerSecond = 132913.8
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5771-5780]: CrossEntropyWithSoftmax = 2.77050781 * 1280; EvalClassificationError = 0.73515625 * 1280; time = 0.0095s; samplesPerSecond = 134301.4
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5781-5790]: CrossEntropyWithSoftmax = 2.73535156 * 1280; EvalClassificationError = 0.71562500 * 1280; time = 0.0095s; samplesPerSecond = 134503.2
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5791-5800]: CrossEntropyWithSoftmax = 2.82734375 * 1280; EvalClassificationError = 0.72500000 * 1280; time = 0.0095s; samplesPerSecond = 134314.1
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5801-5810]: CrossEntropyWithSoftmax = 2.79785156 * 1280; EvalClassificationError = 0.73359375 * 1280; time = 0.0097s; samplesPerSecond = 132284.7
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5811-5820]: CrossEntropyWithSoftmax = 2.74492188 * 1280; EvalClassificationError = 0.73281250 * 1280; time = 0.0095s; samplesPerSecond = 134260.6
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5821-5830]: CrossEntropyWithSoftmax = 2.80351563 * 1280; EvalClassificationError = 0.73593750 * 1280; time = 0.0095s; samplesPerSecond = 134243.7
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5831-5840]: CrossEntropyWithSoftmax = 2.78808594 * 1280; EvalClassificationError = 0.72734375 * 1280; time = 0.0096s; samplesPerSecond = 133933.2
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5841-5850]: CrossEntropyWithSoftmax = 2.78945313 * 1280; EvalClassificationError = 0.72734375 * 1280; time = 0.0096s; samplesPerSecond = 133933.2
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5851-5860]: CrossEntropyWithSoftmax = 2.73125000 * 1280; EvalClassificationError = 0.72578125 * 1280; time = 0.0096s; samplesPerSecond = 132659.0
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5861-5870]: CrossEntropyWithSoftmax = 2.78261719 * 1280; EvalClassificationError = 0.72421875 * 1280; time = 0.0096s; samplesPerSecond = 134014.6
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5871-5880]: CrossEntropyWithSoftmax = 2.81875000 * 1280; EvalClassificationError = 0.72890625 * 1280; time = 0.0096s; samplesPerSecond = 133341.7
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5881-5890]: CrossEntropyWithSoftmax = 2.75292969 * 1280; EvalClassificationError = 0.73046875 * 1280; time = 0.0097s; samplesPerSecond = 132078.6
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5891-5900]: CrossEntropyWithSoftmax = 2.75703125 * 1280; EvalClassificationError = 0.72265625 * 1280; time = 0.0095s; samplesPerSecond = 134046.9
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5901-5910]: CrossEntropyWithSoftmax = 2.78671875 * 1280; EvalClassificationError = 0.72656250 * 1280; time = 0.0096s; samplesPerSecond = 133666.1
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5911-5920]: CrossEntropyWithSoftmax = 2.80292969 * 1280; EvalClassificationError = 0.73750000 * 1280; time = 0.0095s; samplesPerSecond = 134187.4
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5921-5930]: CrossEntropyWithSoftmax = 2.79101562 * 1280; EvalClassificationError = 0.73281250 * 1280; time = 0.0095s; samplesPerSecond = 134260.6
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5931-5940]: CrossEntropyWithSoftmax = 2.84199219 * 1280; EvalClassificationError = 0.74687500 * 1280; time = 0.0095s; samplesPerSecond = 134359.2
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5941-5950]: CrossEntropyWithSoftmax = 2.72265625 * 1280; EvalClassificationError = 0.73437500 * 1280; time = 0.0096s; samplesPerSecond = 133482.1
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5951-5960]: CrossEntropyWithSoftmax = 2.82578125 * 1280; EvalClassificationError = 0.74140625 * 1280; time = 0.0095s; samplesPerSecond = 134096.0
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5961-5970]: CrossEntropyWithSoftmax = 2.81484375 * 1280; EvalClassificationError = 0.73203125 * 1280; time = 0.0095s; samplesPerSecond = 134428.4
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5971-5980]: CrossEntropyWithSoftmax = 2.79042969 * 1280; EvalClassificationError = 0.72109375 * 1280; time = 0.0095s; samplesPerSecond = 134339.5
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5981-5990]: CrossEntropyWithSoftmax = 2.78945313 * 1280; EvalClassificationError = 0.73515625 * 1280; time = 0.0095s; samplesPerSecond = 134281.7
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[5991-6000]: CrossEntropyWithSoftmax = 2.76269531 * 1280; EvalClassificationError = 0.74140625 * 1280; time = 0.0096s; samplesPerSecond = 134010.4
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[6001-6010]: CrossEntropyWithSoftmax = 2.79277344 * 1280; EvalClassificationError = 0.75390625 * 1280; time = 0.0095s; samplesPerSecond = 134340.9
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[6011-6020]: CrossEntropyWithSoftmax = 2.80664062 * 1280; EvalClassificationError = 0.74765625 * 1280; time = 0.0098s; samplesPerSecond = 131236.3
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[6021-6030]: CrossEntropyWithSoftmax = 2.76582031 * 1280; EvalClassificationError = 0.70546875 * 1280; time = 0.0095s; samplesPerSecond = 134228.2
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[6031-6040]: CrossEntropyWithSoftmax = 2.81640625 * 1280; EvalClassificationError = 0.74218750 * 1280; time = 0.0098s; samplesPerSecond = 130638.9
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[6041-6050]: CrossEntropyWithSoftmax = 2.75195312 * 1280; EvalClassificationError = 0.73046875 * 1280; time = 0.0095s; samplesPerSecond = 134112.9
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[6051-6060]: CrossEntropyWithSoftmax = 2.71660156 * 1280; EvalClassificationError = 0.71562500 * 1280; time = 0.0097s; samplesPerSecond = 132593.0
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[6061-6070]: CrossEntropyWithSoftmax = 2.75859375 * 1280; EvalClassificationError = 0.72031250 * 1280; time = 0.0096s; samplesPerSecond = 133915.0
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[6071-6080]: CrossEntropyWithSoftmax = 2.81484375 * 1280; EvalClassificationError = 0.73984375 * 1280; time = 0.0095s; samplesPerSecond = 134363.5
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[6081-6090]: CrossEntropyWithSoftmax = 2.77226563 * 1280; EvalClassificationError = 0.73593750 * 1280; time = 0.0095s; samplesPerSecond = 134103.0
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[6091-6100]: CrossEntropyWithSoftmax = 2.81894531 * 1280; EvalClassificationError = 0.74921875 * 1280; time = 0.0096s; samplesPerSecond = 133250.1
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[6101-6110]: CrossEntropyWithSoftmax = 2.80683594 * 1280; EvalClassificationError = 0.74375000 * 1280; time = 0.0103s; samplesPerSecond = 124344.3
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[6111-6120]: CrossEntropyWithSoftmax = 2.74296875 * 1280; EvalClassificationError = 0.72812500 * 1280; time = 0.0096s; samplesPerSecond = 133719.2
01/16/2018 22:31:43:  Epoch[ 1 of 25]-Minibatch[6121-6130]: CrossEntropyWithSoftmax = 2.83300781 * 1280; EvalClassificationError = 0.74687500 * 1280; time = 0.0096s; samplesPerSecond = 134031.4
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6131-6140]: CrossEntropyWithSoftmax = 2.76679687 * 1280; EvalClassificationError = 0.72265625 * 1280; time = 0.0096s; samplesPerSecond = 133190.4
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6141-6150]: CrossEntropyWithSoftmax = 2.76562500 * 1280; EvalClassificationError = 0.72578125 * 1280; time = 0.0096s; samplesPerSecond = 133434.8
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6151-6160]: CrossEntropyWithSoftmax = 2.72402344 * 1280; EvalClassificationError = 0.71250000 * 1280; time = 0.0096s; samplesPerSecond = 133965.5
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6161-6170]: CrossEntropyWithSoftmax = 2.74414062 * 1280; EvalClassificationError = 0.73281250 * 1280; time = 0.0096s; samplesPerSecond = 133540.6
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6171-6180]: CrossEntropyWithSoftmax = 2.68457031 * 1280; EvalClassificationError = 0.69531250 * 1280; time = 0.0096s; samplesPerSecond = 134024.4
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6181-6190]: CrossEntropyWithSoftmax = 2.73867188 * 1280; EvalClassificationError = 0.72109375 * 1280; time = 0.0095s; samplesPerSecond = 134301.4
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6191-6200]: CrossEntropyWithSoftmax = 2.76230469 * 1280; EvalClassificationError = 0.71796875 * 1280; time = 0.0095s; samplesPerSecond = 134108.6
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6201-6210]: CrossEntropyWithSoftmax = 2.74121094 * 1280; EvalClassificationError = 0.73515625 * 1280; time = 0.0095s; samplesPerSecond = 134412.8
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6211-6220]: CrossEntropyWithSoftmax = 2.78144531 * 1280; EvalClassificationError = 0.73515625 * 1280; time = 0.0096s; samplesPerSecond = 132670.0
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6221-6230]: CrossEntropyWithSoftmax = 2.79296875 * 1280; EvalClassificationError = 0.74140625 * 1280; time = 0.0096s; samplesPerSecond = 133924.8
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6231-6240]: CrossEntropyWithSoftmax = 2.70195313 * 1280; EvalClassificationError = 0.72968750 * 1280; time = 0.0095s; samplesPerSecond = 134314.1
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6241-6250]: CrossEntropyWithSoftmax = 2.78652344 * 1280; EvalClassificationError = 0.72109375 * 1280; time = 0.0095s; samplesPerSecond = 134513.1
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6251-6260]: CrossEntropyWithSoftmax = 2.77578125 * 1280; EvalClassificationError = 0.73437500 * 1280; time = 0.0095s; samplesPerSecond = 134370.5
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6261-6270]: CrossEntropyWithSoftmax = 2.83496094 * 1280; EvalClassificationError = 0.72109375 * 1280; time = 0.0095s; samplesPerSecond = 134374.7
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6271-6280]: CrossEntropyWithSoftmax = 2.72363281 * 1280; EvalClassificationError = 0.74140625 * 1280; time = 0.0097s; samplesPerSecond = 131396.6
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6281-6290]: CrossEntropyWithSoftmax = 2.77539062 * 1280; EvalClassificationError = 0.71250000 * 1280; time = 0.0095s; samplesPerSecond = 134473.6
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6291-6300]: CrossEntropyWithSoftmax = 2.71914063 * 1280; EvalClassificationError = 0.72343750 * 1280; time = 0.0096s; samplesPerSecond = 133186.3
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6301-6310]: CrossEntropyWithSoftmax = 2.76347656 * 1280; EvalClassificationError = 0.72656250 * 1280; time = 0.0095s; samplesPerSecond = 134290.2
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6311-6320]: CrossEntropyWithSoftmax = 2.84472656 * 1280; EvalClassificationError = 0.74687500 * 1280; time = 0.0095s; samplesPerSecond = 134083.4
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6321-6330]: CrossEntropyWithSoftmax = 2.74648438 * 1280; EvalClassificationError = 0.72500000 * 1280; time = 0.0096s; samplesPerSecond = 133859.0
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6331-6340]: CrossEntropyWithSoftmax = 2.71855469 * 1280; EvalClassificationError = 0.72500000 * 1280; time = 0.0096s; samplesPerSecond = 134023.0
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6341-6350]: CrossEntropyWithSoftmax = 2.73476563 * 1280; EvalClassificationError = 0.73437500 * 1280; time = 0.0095s; samplesPerSecond = 134270.4
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6351-6360]: CrossEntropyWithSoftmax = 2.64160156 * 1280; EvalClassificationError = 0.70078125 * 1280; time = 0.0096s; samplesPerSecond = 133000.8
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6361-6370]: CrossEntropyWithSoftmax = 2.77031250 * 1280; EvalClassificationError = 0.73046875 * 1280; time = 0.0095s; samplesPerSecond = 134316.9
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6371-6380]: CrossEntropyWithSoftmax = 2.73828125 * 1280; EvalClassificationError = 0.71171875 * 1280; time = 0.0097s; samplesPerSecond = 132619.1
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6381-6390]: CrossEntropyWithSoftmax = 2.72539063 * 1280; EvalClassificationError = 0.71093750 * 1280; time = 0.0095s; samplesPerSecond = 134087.6
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6391-6400]: CrossEntropyWithSoftmax = 2.77246094 * 1280; EvalClassificationError = 0.72968750 * 1280; time = 0.0095s; samplesPerSecond = 134221.2
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6401-6410]: CrossEntropyWithSoftmax = 2.69121094 * 1280; EvalClassificationError = 0.72734375 * 1280; time = 0.0096s; samplesPerSecond = 133500.2
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6411-6420]: CrossEntropyWithSoftmax = 2.68730469 * 1280; EvalClassificationError = 0.71562500 * 1280; time = 0.0095s; samplesPerSecond = 134431.2
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6421-6430]: CrossEntropyWithSoftmax = 2.75917969 * 1280; EvalClassificationError = 0.74062500 * 1280; time = 0.0095s; samplesPerSecond = 134105.8
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6431-6440]: CrossEntropyWithSoftmax = 2.70312500 * 1280; EvalClassificationError = 0.71250000 * 1280; time = 0.0095s; samplesPerSecond = 134400.1
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6441-6450]: CrossEntropyWithSoftmax = 2.72031250 * 1280; EvalClassificationError = 0.70781250 * 1280; time = 0.0096s; samplesPerSecond = 133666.1
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6451-6460]: CrossEntropyWithSoftmax = 2.68242188 * 1280; EvalClassificationError = 0.71718750 * 1280; time = 0.0096s; samplesPerSecond = 133937.4
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6461-6470]: CrossEntropyWithSoftmax = 2.73769531 * 1280; EvalClassificationError = 0.71328125 * 1280; time = 0.0095s; samplesPerSecond = 134216.9
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6471-6480]: CrossEntropyWithSoftmax = 2.71777344 * 1280; EvalClassificationError = 0.71640625 * 1280; time = 0.0098s; samplesPerSecond = 130705.6
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6481-6490]: CrossEntropyWithSoftmax = 2.70644531 * 1280; EvalClassificationError = 0.72578125 * 1280; time = 0.0095s; samplesPerSecond = 134190.2
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6491-6500]: CrossEntropyWithSoftmax = 2.78945313 * 1280; EvalClassificationError = 0.74140625 * 1280; time = 0.0095s; samplesPerSecond = 134111.5
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6501-6510]: CrossEntropyWithSoftmax = 2.73457031 * 1280; EvalClassificationError = 0.73437500 * 1280; time = 0.0096s; samplesPerSecond = 133553.1
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6511-6520]: CrossEntropyWithSoftmax = 2.75781250 * 1280; EvalClassificationError = 0.71328125 * 1280; time = 0.0095s; samplesPerSecond = 134183.2
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6521-6530]: CrossEntropyWithSoftmax = 2.74394531 * 1280; EvalClassificationError = 0.71875000 * 1280; time = 0.0096s; samplesPerSecond = 133698.2
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6531-6540]: CrossEntropyWithSoftmax = 2.76347656 * 1280; EvalClassificationError = 0.73359375 * 1280; time = 0.0096s; samplesPerSecond = 133555.9
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6541-6550]: CrossEntropyWithSoftmax = 2.68457031 * 1280; EvalClassificationError = 0.71406250 * 1280; time = 0.0095s; samplesPerSecond = 134262.0
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6551-6560]: CrossEntropyWithSoftmax = 2.73183594 * 1280; EvalClassificationError = 0.72421875 * 1280; time = 0.0098s; samplesPerSecond = 131155.6
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6561-6570]: CrossEntropyWithSoftmax = 2.74160156 * 1280; EvalClassificationError = 0.71171875 * 1280; time = 0.0096s; samplesPerSecond = 133986.5
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6571-6580]: CrossEntropyWithSoftmax = 2.74160156 * 1280; EvalClassificationError = 0.73125000 * 1280; time = 0.0096s; samplesPerSecond = 133854.8
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6581-6590]: CrossEntropyWithSoftmax = 2.68945312 * 1280; EvalClassificationError = 0.71171875 * 1280; time = 0.0098s; samplesPerSecond = 130938.3
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6591-6600]: CrossEntropyWithSoftmax = 2.75527344 * 1280; EvalClassificationError = 0.73984375 * 1280; time = 0.0096s; samplesPerSecond = 133948.7
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6601-6610]: CrossEntropyWithSoftmax = 2.75683594 * 1280; EvalClassificationError = 0.72343750 * 1280; time = 0.0095s; samplesPerSecond = 134338.1
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6611-6620]: CrossEntropyWithSoftmax = 2.78828125 * 1280; EvalClassificationError = 0.71875000 * 1280; time = 0.0095s; samplesPerSecond = 134105.8
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6621-6630]: CrossEntropyWithSoftmax = 2.74433594 * 1280; EvalClassificationError = 0.70625000 * 1280; time = 0.0095s; samplesPerSecond = 134510.3
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6631-6640]: CrossEntropyWithSoftmax = 2.71171875 * 1280; EvalClassificationError = 0.71796875 * 1280; time = 0.0097s; samplesPerSecond = 132127.7
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6641-6650]: CrossEntropyWithSoftmax = 2.74355469 * 1280; EvalClassificationError = 0.72421875 * 1280; time = 0.0096s; samplesPerSecond = 133691.2
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6651-6660]: CrossEntropyWithSoftmax = 2.71171875 * 1280; EvalClassificationError = 0.71796875 * 1280; time = 0.0095s; samplesPerSecond = 134325.4
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6661-6670]: CrossEntropyWithSoftmax = 2.63593750 * 1280; EvalClassificationError = 0.70312500 * 1280; time = 0.0096s; samplesPerSecond = 133691.2
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6671-6680]: CrossEntropyWithSoftmax = 2.71855469 * 1280; EvalClassificationError = 0.71718750 * 1280; time = 0.0096s; samplesPerSecond = 132788.3
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6681-6690]: CrossEntropyWithSoftmax = 2.69121094 * 1280; EvalClassificationError = 0.72109375 * 1280; time = 0.0097s; samplesPerSecond = 131852.7
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6691-6700]: CrossEntropyWithSoftmax = 2.72871094 * 1280; EvalClassificationError = 0.73281250 * 1280; time = 0.0095s; samplesPerSecond = 134281.7
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6701-6710]: CrossEntropyWithSoftmax = 2.72226562 * 1280; EvalClassificationError = 0.71718750 * 1280; time = 0.0096s; samplesPerSecond = 133989.3
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6711-6720]: CrossEntropyWithSoftmax = 2.73964844 * 1280; EvalClassificationError = 0.73046875 * 1280; time = 0.0096s; samplesPerSecond = 133056.1
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6721-6730]: CrossEntropyWithSoftmax = 2.73437500 * 1280; EvalClassificationError = 0.72031250 * 1280; time = 0.0095s; samplesPerSecond = 134285.9
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6731-6740]: CrossEntropyWithSoftmax = 2.70761719 * 1280; EvalClassificationError = 0.71953125 * 1280; time = 0.0100s; samplesPerSecond = 128194.9
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6741-6750]: CrossEntropyWithSoftmax = 2.71640625 * 1280; EvalClassificationError = 0.71640625 * 1280; time = 0.0095s; samplesPerSecond = 134058.1
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6751-6760]: CrossEntropyWithSoftmax = 2.69355469 * 1280; EvalClassificationError = 0.69531250 * 1280; time = 0.0095s; samplesPerSecond = 134157.8
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6761-6770]: CrossEntropyWithSoftmax = 2.74550781 * 1280; EvalClassificationError = 0.73281250 * 1280; time = 0.0096s; samplesPerSecond = 133427.8
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6771-6780]: CrossEntropyWithSoftmax = 2.73671875 * 1280; EvalClassificationError = 0.72578125 * 1280; time = 0.0095s; samplesPerSecond = 134263.4
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6781-6790]: CrossEntropyWithSoftmax = 2.72167969 * 1280; EvalClassificationError = 0.71875000 * 1280; time = 0.0095s; samplesPerSecond = 134231.0
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6791-6800]: CrossEntropyWithSoftmax = 2.73730469 * 1280; EvalClassificationError = 0.72578125 * 1280; time = 0.0097s; samplesPerSecond = 131433.0
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6801-6810]: CrossEntropyWithSoftmax = 2.62265625 * 1280; EvalClassificationError = 0.71093750 * 1280; time = 0.0095s; samplesPerSecond = 134214.1
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6811-6820]: CrossEntropyWithSoftmax = 2.67460938 * 1280; EvalClassificationError = 0.71640625 * 1280; time = 0.0095s; samplesPerSecond = 134125.5
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6821-6830]: CrossEntropyWithSoftmax = 2.70195313 * 1280; EvalClassificationError = 0.72500000 * 1280; time = 0.0095s; samplesPerSecond = 134060.9
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6831-6840]: CrossEntropyWithSoftmax = 2.72226562 * 1280; EvalClassificationError = 0.73437500 * 1280; time = 0.0095s; samplesPerSecond = 134302.8
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6841-6850]: CrossEntropyWithSoftmax = 2.63867188 * 1280; EvalClassificationError = 0.68359375 * 1280; time = 0.0098s; samplesPerSecond = 130852.6
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6851-6860]: CrossEntropyWithSoftmax = 2.69628906 * 1280; EvalClassificationError = 0.71484375 * 1280; time = 0.0095s; samplesPerSecond = 134376.1
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6861-6870]: CrossEntropyWithSoftmax = 2.74589844 * 1280; EvalClassificationError = 0.73046875 * 1280; time = 0.0099s; samplesPerSecond = 129200.3
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6871-6880]: CrossEntropyWithSoftmax = 2.62363281 * 1280; EvalClassificationError = 0.68671875 * 1280; time = 0.0097s; samplesPerSecond = 132364.0
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6881-6890]: CrossEntropyWithSoftmax = 2.71523438 * 1280; EvalClassificationError = 0.73359375 * 1280; time = 0.0095s; samplesPerSecond = 134072.1
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6891-6900]: CrossEntropyWithSoftmax = 2.67617188 * 1280; EvalClassificationError = 0.72656250 * 1280; time = 0.0098s; samplesPerSecond = 130656.2
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6901-6910]: CrossEntropyWithSoftmax = 2.74531250 * 1280; EvalClassificationError = 0.72187500 * 1280; time = 0.0095s; samplesPerSecond = 134132.5
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6911-6920]: CrossEntropyWithSoftmax = 2.67500000 * 1280; EvalClassificationError = 0.72656250 * 1280; time = 0.0097s; samplesPerSecond = 132354.5
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6921-6930]: CrossEntropyWithSoftmax = 2.74375000 * 1280; EvalClassificationError = 0.72031250 * 1280; time = 0.0097s; samplesPerSecond = 132224.6
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6931-6940]: CrossEntropyWithSoftmax = 2.66289063 * 1280; EvalClassificationError = 0.70390625 * 1280; time = 0.0096s; samplesPerSecond = 134020.2
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6941-6950]: CrossEntropyWithSoftmax = 2.62402344 * 1280; EvalClassificationError = 0.70937500 * 1280; time = 0.0096s; samplesPerSecond = 133282.0
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6951-6960]: CrossEntropyWithSoftmax = 2.71738281 * 1280; EvalClassificationError = 0.72343750 * 1280; time = 0.0095s; samplesPerSecond = 134162.1
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6961-6970]: CrossEntropyWithSoftmax = 2.80722656 * 1280; EvalClassificationError = 0.74843750 * 1280; time = 0.0096s; samplesPerSecond = 133699.6
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6971-6980]: CrossEntropyWithSoftmax = 2.68085937 * 1280; EvalClassificationError = 0.70781250 * 1280; time = 0.0095s; samplesPerSecond = 134042.6
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6981-6990]: CrossEntropyWithSoftmax = 2.66093750 * 1280; EvalClassificationError = 0.71328125 * 1280; time = 0.0097s; samplesPerSecond = 132355.8
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[6991-7000]: CrossEntropyWithSoftmax = 2.64121094 * 1280; EvalClassificationError = 0.69921875 * 1280; time = 0.0095s; samplesPerSecond = 134117.1
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[7001-7010]: CrossEntropyWithSoftmax = 2.71035156 * 1280; EvalClassificationError = 0.72109375 * 1280; time = 0.0096s; samplesPerSecond = 133387.5
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[7011-7020]: CrossEntropyWithSoftmax = 2.67890625 * 1280; EvalClassificationError = 0.71953125 * 1280; time = 0.0095s; samplesPerSecond = 134300.0
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[7021-7030]: CrossEntropyWithSoftmax = 2.72324219 * 1280; EvalClassificationError = 0.72109375 * 1280; time = 0.0097s; samplesPerSecond = 131746.9
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[7031-7040]: CrossEntropyWithSoftmax = 2.64746094 * 1280; EvalClassificationError = 0.69765625 * 1280; time = 0.0096s; samplesPerSecond = 133141.9
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[7041-7050]: CrossEntropyWithSoftmax = 2.68417969 * 1280; EvalClassificationError = 0.71484375 * 1280; time = 0.0096s; samplesPerSecond = 133710.8
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[7051-7060]: CrossEntropyWithSoftmax = 2.75468750 * 1280; EvalClassificationError = 0.72109375 * 1280; time = 0.0098s; samplesPerSecond = 131058.9
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[7061-7070]: CrossEntropyWithSoftmax = 2.68945312 * 1280; EvalClassificationError = 0.71250000 * 1280; time = 0.0096s; samplesPerSecond = 133153.0
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[7071-7080]: CrossEntropyWithSoftmax = 2.60878906 * 1280; EvalClassificationError = 0.69062500 * 1280; time = 0.0097s; samplesPerSecond = 131851.4
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[7081-7090]: CrossEntropyWithSoftmax = 2.73046875 * 1280; EvalClassificationError = 0.73437500 * 1280; time = 0.0097s; samplesPerSecond = 132384.6
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[7091-7100]: CrossEntropyWithSoftmax = 2.75957031 * 1280; EvalClassificationError = 0.73281250 * 1280; time = 0.0095s; samplesPerSecond = 134376.1
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[7101-7110]: CrossEntropyWithSoftmax = 2.69785156 * 1280; EvalClassificationError = 0.71093750 * 1280; time = 0.0095s; samplesPerSecond = 134211.3
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[7111-7120]: CrossEntropyWithSoftmax = 2.69218750 * 1280; EvalClassificationError = 0.72500000 * 1280; time = 0.0096s; samplesPerSecond = 133887.0
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[7121-7130]: CrossEntropyWithSoftmax = 2.67890625 * 1280; EvalClassificationError = 0.69531250 * 1280; time = 0.0095s; samplesPerSecond = 134108.6
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[7131-7140]: CrossEntropyWithSoftmax = 2.62656250 * 1280; EvalClassificationError = 0.70156250 * 1280; time = 0.0095s; samplesPerSecond = 134300.0
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[7141-7150]: CrossEntropyWithSoftmax = 2.62304688 * 1280; EvalClassificationError = 0.70390625 * 1280; time = 0.0095s; samplesPerSecond = 134283.1
01/16/2018 22:31:44:  Epoch[ 1 of 25]-Minibatch[7151-7160]: CrossEntropyWithSoftmax = 2.65488281 * 1280; EvalClassificationError = 0.70625000 * 1280; time = 0.0096s; samplesPerSecond = 133144.7
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7161-7170]: CrossEntropyWithSoftmax = 2.66699219 * 1280; EvalClassificationError = 0.72109375 * 1280; time = 0.0095s; samplesPerSecond = 134167.7
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7171-7180]: CrossEntropyWithSoftmax = 2.71191406 * 1280; EvalClassificationError = 0.71718750 * 1280; time = 0.0096s; samplesPerSecond = 133085.2
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7181-7190]: CrossEntropyWithSoftmax = 2.66210938 * 1280; EvalClassificationError = 0.68671875 * 1280; time = 0.0096s; samplesPerSecond = 133994.9
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7191-7200]: CrossEntropyWithSoftmax = 2.66445313 * 1280; EvalClassificationError = 0.70703125 * 1280; time = 0.0098s; samplesPerSecond = 130366.1
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7201-7210]: CrossEntropyWithSoftmax = 2.77890625 * 1280; EvalClassificationError = 0.72187500 * 1280; time = 0.0095s; samplesPerSecond = 134107.2
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7211-7220]: CrossEntropyWithSoftmax = 2.67031250 * 1280; EvalClassificationError = 0.72734375 * 1280; time = 0.0098s; samplesPerSecond = 130900.8
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7221-7230]: CrossEntropyWithSoftmax = 2.65917969 * 1280; EvalClassificationError = 0.70078125 * 1280; time = 0.0095s; samplesPerSecond = 134369.1
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7231-7240]: CrossEntropyWithSoftmax = 2.62441406 * 1280; EvalClassificationError = 0.70078125 * 1280; time = 0.0097s; samplesPerSecond = 132512.0
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7241-7250]: CrossEntropyWithSoftmax = 2.71621094 * 1280; EvalClassificationError = 0.73125000 * 1280; time = 0.0156s; samplesPerSecond = 81989.8
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7251-7260]: CrossEntropyWithSoftmax = 2.65800781 * 1280; EvalClassificationError = 0.68750000 * 1280; time = 0.0097s; samplesPerSecond = 131638.5
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7261-7270]: CrossEntropyWithSoftmax = 2.72167969 * 1280; EvalClassificationError = 0.73125000 * 1280; time = 0.0095s; samplesPerSecond = 134170.5
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7271-7280]: CrossEntropyWithSoftmax = 2.69179688 * 1280; EvalClassificationError = 0.72187500 * 1280; time = 0.0096s; samplesPerSecond = 133915.0
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7281-7290]: CrossEntropyWithSoftmax = 2.64921875 * 1280; EvalClassificationError = 0.72031250 * 1280; time = 0.0096s; samplesPerSecond = 133705.2
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7291-7300]: CrossEntropyWithSoftmax = 2.69062500 * 1280; EvalClassificationError = 0.71250000 * 1280; time = 0.0095s; samplesPerSecond = 134466.5
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7301-7310]: CrossEntropyWithSoftmax = 2.62031250 * 1280; EvalClassificationError = 0.69843750 * 1280; time = 0.0097s; samplesPerSecond = 132009.1
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7311-7320]: CrossEntropyWithSoftmax = 2.64121094 * 1280; EvalClassificationError = 0.69843750 * 1280; time = 0.0095s; samplesPerSecond = 134356.4
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7321-7330]: CrossEntropyWithSoftmax = 2.63964844 * 1280; EvalClassificationError = 0.71406250 * 1280; time = 0.0096s; samplesPerSecond = 133419.5
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7331-7340]: CrossEntropyWithSoftmax = 2.67382812 * 1280; EvalClassificationError = 0.70937500 * 1280; time = 0.0096s; samplesPerSecond = 132877.9
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7341-7350]: CrossEntropyWithSoftmax = 2.65644531 * 1280; EvalClassificationError = 0.70312500 * 1280; time = 0.0095s; samplesPerSecond = 134274.7
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7351-7360]: CrossEntropyWithSoftmax = 2.68417969 * 1280; EvalClassificationError = 0.70234375 * 1280; time = 0.0099s; samplesPerSecond = 129286.4
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7361-7370]: CrossEntropyWithSoftmax = 2.67011719 * 1280; EvalClassificationError = 0.70000000 * 1280; time = 0.0096s; samplesPerSecond = 133826.8
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7371-7380]: CrossEntropyWithSoftmax = 2.67207031 * 1280; EvalClassificationError = 0.71953125 * 1280; time = 0.0098s; samplesPerSecond = 130374.1
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7381-7390]: CrossEntropyWithSoftmax = 2.60449219 * 1280; EvalClassificationError = 0.70000000 * 1280; time = 0.0141s; samplesPerSecond = 90909.7
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7391-7400]: CrossEntropyWithSoftmax = 2.65566406 * 1280; EvalClassificationError = 0.70000000 * 1280; time = 0.0096s; samplesPerSecond = 133432.0
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7401-7410]: CrossEntropyWithSoftmax = 2.70820312 * 1280; EvalClassificationError = 0.69921875 * 1280; time = 0.0095s; samplesPerSecond = 134356.4
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7411-7420]: CrossEntropyWithSoftmax = 2.72363281 * 1280; EvalClassificationError = 0.70234375 * 1280; time = 0.0095s; samplesPerSecond = 134326.8
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7421-7430]: CrossEntropyWithSoftmax = 2.73828125 * 1280; EvalClassificationError = 0.70859375 * 1280; time = 0.0096s; samplesPerSecond = 134021.6
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7431-7440]: CrossEntropyWithSoftmax = 2.64667969 * 1280; EvalClassificationError = 0.69921875 * 1280; time = 0.0096s; samplesPerSecond = 133828.2
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7441-7450]: CrossEntropyWithSoftmax = 2.68730469 * 1280; EvalClassificationError = 0.70000000 * 1280; time = 0.0096s; samplesPerSecond = 132748.4
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7451-7460]: CrossEntropyWithSoftmax = 2.65410156 * 1280; EvalClassificationError = 0.69765625 * 1280; time = 0.0096s; samplesPerSecond = 133173.8
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7461-7470]: CrossEntropyWithSoftmax = 2.67519531 * 1280; EvalClassificationError = 0.70859375 * 1280; time = 0.0095s; samplesPerSecond = 134204.3
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7471-7480]: CrossEntropyWithSoftmax = 2.62226562 * 1280; EvalClassificationError = 0.69843750 * 1280; time = 0.0095s; samplesPerSecond = 134070.7
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7481-7490]: CrossEntropyWithSoftmax = 2.63183594 * 1280; EvalClassificationError = 0.71562500 * 1280; time = 0.0095s; samplesPerSecond = 134281.7
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7491-7500]: CrossEntropyWithSoftmax = 2.56542969 * 1280; EvalClassificationError = 0.69843750 * 1280; time = 0.0096s; samplesPerSecond = 133597.7
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7501-7510]: CrossEntropyWithSoftmax = 2.59238281 * 1280; EvalClassificationError = 0.69609375 * 1280; time = 0.0095s; samplesPerSecond = 134405.8
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7511-7520]: CrossEntropyWithSoftmax = 2.71835937 * 1280; EvalClassificationError = 0.72812500 * 1280; time = 0.0095s; samplesPerSecond = 134191.6
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7521-7530]: CrossEntropyWithSoftmax = 2.60605469 * 1280; EvalClassificationError = 0.70546875 * 1280; time = 0.0095s; samplesPerSecond = 134443.9
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7531-7540]: CrossEntropyWithSoftmax = 2.69804688 * 1280; EvalClassificationError = 0.70625000 * 1280; time = 0.0096s; samplesPerSecond = 133910.8
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7541-7550]: CrossEntropyWithSoftmax = 2.62070312 * 1280; EvalClassificationError = 0.70781250 * 1280; time = 0.0095s; samplesPerSecond = 134049.7
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7551-7560]: CrossEntropyWithSoftmax = 2.65058594 * 1280; EvalClassificationError = 0.72031250 * 1280; time = 0.0097s; samplesPerSecond = 132413.3
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7561-7570]: CrossEntropyWithSoftmax = 2.71875000 * 1280; EvalClassificationError = 0.71015625 * 1280; time = 0.0095s; samplesPerSecond = 134198.6
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7571-7580]: CrossEntropyWithSoftmax = 2.68203125 * 1280; EvalClassificationError = 0.72578125 * 1280; time = 0.0096s; samplesPerSecond = 133777.9
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7581-7590]: CrossEntropyWithSoftmax = 2.66347656 * 1280; EvalClassificationError = 0.70703125 * 1280; time = 0.0095s; samplesPerSecond = 134216.9
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7591-7600]: CrossEntropyWithSoftmax = 2.69042969 * 1280; EvalClassificationError = 0.71796875 * 1280; time = 0.0097s; samplesPerSecond = 131354.8
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7601-7610]: CrossEntropyWithSoftmax = 2.65312500 * 1280; EvalClassificationError = 0.71718750 * 1280; time = 0.0099s; samplesPerSecond = 129019.3
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7611-7620]: CrossEntropyWithSoftmax = 2.67031250 * 1280; EvalClassificationError = 0.72421875 * 1280; time = 0.0096s; samplesPerSecond = 133980.9
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7621-7630]: CrossEntropyWithSoftmax = 2.67812500 * 1280; EvalClassificationError = 0.70703125 * 1280; time = 0.0097s; samplesPerSecond = 131627.7
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7631-7640]: CrossEntropyWithSoftmax = 2.68027344 * 1280; EvalClassificationError = 0.73984375 * 1280; time = 0.0095s; samplesPerSecond = 134128.3
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7641-7650]: CrossEntropyWithSoftmax = 2.61972656 * 1280; EvalClassificationError = 0.69218750 * 1280; time = 0.0098s; samplesPerSecond = 130024.5
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7651-7660]: CrossEntropyWithSoftmax = 2.70019531 * 1280; EvalClassificationError = 0.72656250 * 1280; time = 0.0097s; samplesPerSecond = 131986.0
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7661-7670]: CrossEntropyWithSoftmax = 2.68613281 * 1280; EvalClassificationError = 0.70546875 * 1280; time = 0.0095s; samplesPerSecond = 134256.3
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7671-7680]: CrossEntropyWithSoftmax = 2.64257812 * 1280; EvalClassificationError = 0.72265625 * 1280; time = 0.0096s; samplesPerSecond = 132675.5
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7681-7690]: CrossEntropyWithSoftmax = 2.62500000 * 1280; EvalClassificationError = 0.70234375 * 1280; time = 0.0096s; samplesPerSecond = 133737.3
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7691-7700]: CrossEntropyWithSoftmax = 2.68554688 * 1280; EvalClassificationError = 0.70468750 * 1280; time = 0.0095s; samplesPerSecond = 134197.2
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7701-7710]: CrossEntropyWithSoftmax = 2.60644531 * 1280; EvalClassificationError = 0.69062500 * 1280; time = 0.0098s; samplesPerSecond = 130440.5
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7711-7720]: CrossEntropyWithSoftmax = 2.59941406 * 1280; EvalClassificationError = 0.70000000 * 1280; time = 0.0095s; samplesPerSecond = 134427.0
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7721-7730]: CrossEntropyWithSoftmax = 2.64589844 * 1280; EvalClassificationError = 0.68984375 * 1280; time = 0.0097s; samplesPerSecond = 131763.2
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7731-7740]: CrossEntropyWithSoftmax = 2.56718750 * 1280; EvalClassificationError = 0.68671875 * 1280; time = 0.0095s; samplesPerSecond = 134149.4
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7741-7750]: CrossEntropyWithSoftmax = 2.61914062 * 1280; EvalClassificationError = 0.70703125 * 1280; time = 0.0096s; samplesPerSecond = 132729.1
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7751-7760]: CrossEntropyWithSoftmax = 2.63730469 * 1280; EvalClassificationError = 0.69140625 * 1280; time = 0.0096s; samplesPerSecond = 133993.5
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7761-7770]: CrossEntropyWithSoftmax = 2.64648438 * 1280; EvalClassificationError = 0.68828125 * 1280; time = 0.0096s; samplesPerSecond = 133441.8
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7771-7780]: CrossEntropyWithSoftmax = 2.63437500 * 1280; EvalClassificationError = 0.71015625 * 1280; time = 0.0095s; samplesPerSecond = 134214.1
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7781-7790]: CrossEntropyWithSoftmax = 2.60449219 * 1280; EvalClassificationError = 0.69609375 * 1280; time = 0.0098s; samplesPerSecond = 130788.4
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7791-7800]: CrossEntropyWithSoftmax = 2.66640625 * 1280; EvalClassificationError = 0.70625000 * 1280; time = 0.0095s; samplesPerSecond = 134324.0
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7801-7810]: CrossEntropyWithSoftmax = 2.73359375 * 1280; EvalClassificationError = 0.71640625 * 1280; time = 0.0098s; samplesPerSecond = 131210.7
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7811-7820]: CrossEntropyWithSoftmax = 2.73613281 * 1280; EvalClassificationError = 0.72656250 * 1280; time = 0.0096s; samplesPerSecond = 133436.2
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7821-7830]: CrossEntropyWithSoftmax = 2.65214844 * 1280; EvalClassificationError = 0.68984375 * 1280; time = 0.0095s; samplesPerSecond = 134142.4
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7831-7840]: CrossEntropyWithSoftmax = 2.60449219 * 1280; EvalClassificationError = 0.71406250 * 1280; time = 0.0095s; samplesPerSecond = 134105.8
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7841-7850]: CrossEntropyWithSoftmax = 2.61230469 * 1280; EvalClassificationError = 0.70546875 * 1280; time = 0.0095s; samplesPerSecond = 134322.6
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7851-7860]: CrossEntropyWithSoftmax = 2.63242187 * 1280; EvalClassificationError = 0.72656250 * 1280; time = 0.0096s; samplesPerSecond = 133779.3
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7861-7870]: CrossEntropyWithSoftmax = 2.64843750 * 1280; EvalClassificationError = 0.70781250 * 1280; time = 0.0096s; samplesPerSecond = 132824.2
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7871-7880]: CrossEntropyWithSoftmax = 2.65214844 * 1280; EvalClassificationError = 0.71093750 * 1280; time = 0.0095s; samplesPerSecond = 134448.1
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7881-7890]: CrossEntropyWithSoftmax = 2.57695313 * 1280; EvalClassificationError = 0.67890625 * 1280; time = 0.0095s; samplesPerSecond = 134037.0
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7891-7900]: CrossEntropyWithSoftmax = 2.61894531 * 1280; EvalClassificationError = 0.70468750 * 1280; time = 0.0096s; samplesPerSecond = 133130.9
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7901-7910]: CrossEntropyWithSoftmax = 2.60234375 * 1280; EvalClassificationError = 0.69375000 * 1280; time = 0.0095s; samplesPerSecond = 134294.4
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7911-7920]: CrossEntropyWithSoftmax = 2.57500000 * 1280; EvalClassificationError = 0.69765625 * 1280; time = 0.0097s; samplesPerSecond = 132529.9
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7921-7930]: CrossEntropyWithSoftmax = 2.70351563 * 1280; EvalClassificationError = 0.72890625 * 1280; time = 0.0095s; samplesPerSecond = 134287.3
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7931-7940]: CrossEntropyWithSoftmax = 2.56640625 * 1280; EvalClassificationError = 0.68437500 * 1280; time = 0.0095s; samplesPerSecond = 134209.9
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7941-7950]: CrossEntropyWithSoftmax = 2.65859375 * 1280; EvalClassificationError = 0.71093750 * 1280; time = 0.0096s; samplesPerSecond = 132694.7
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7951-7960]: CrossEntropyWithSoftmax = 2.63808594 * 1280; EvalClassificationError = 0.72031250 * 1280; time = 0.0096s; samplesPerSecond = 134010.4
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7961-7970]: CrossEntropyWithSoftmax = 2.57968750 * 1280; EvalClassificationError = 0.71250000 * 1280; time = 0.0096s; samplesPerSecond = 132723.6
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7971-7980]: CrossEntropyWithSoftmax = 2.57500000 * 1280; EvalClassificationError = 0.70312500 * 1280; time = 0.0095s; samplesPerSecond = 134072.1
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7981-7990]: CrossEntropyWithSoftmax = 2.66601562 * 1280; EvalClassificationError = 0.69921875 * 1280; time = 0.0096s; samplesPerSecond = 133553.1
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[7991-8000]: CrossEntropyWithSoftmax = 2.55859375 * 1280; EvalClassificationError = 0.68828125 * 1280; time = 0.0095s; samplesPerSecond = 134157.8
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[8001-8010]: CrossEntropyWithSoftmax = 2.63046875 * 1280; EvalClassificationError = 0.70937500 * 1280; time = 0.0095s; samplesPerSecond = 134198.6
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[8011-8020]: CrossEntropyWithSoftmax = 2.64707031 * 1280; EvalClassificationError = 0.71250000 * 1280; time = 0.0096s; samplesPerSecond = 133045.1
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[8021-8030]: CrossEntropyWithSoftmax = 2.62343750 * 1280; EvalClassificationError = 0.68359375 * 1280; time = 0.0096s; samplesPerSecond = 133429.2
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[8031-8040]: CrossEntropyWithSoftmax = 2.62929688 * 1280; EvalClassificationError = 0.70625000 * 1280; time = 0.0095s; samplesPerSecond = 134434.0
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[8041-8050]: CrossEntropyWithSoftmax = 2.58632813 * 1280; EvalClassificationError = 0.69687500 * 1280; time = 0.0095s; samplesPerSecond = 134105.8
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[8051-8060]: CrossEntropyWithSoftmax = 2.62324219 * 1280; EvalClassificationError = 0.71015625 * 1280; time = 0.0095s; samplesPerSecond = 134497.6
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[8061-8070]: CrossEntropyWithSoftmax = 2.62812500 * 1280; EvalClassificationError = 0.70781250 * 1280; time = 0.0096s; samplesPerSecond = 133786.3
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[8071-8080]: CrossEntropyWithSoftmax = 2.62578125 * 1280; EvalClassificationError = 0.70234375 * 1280; time = 0.0096s; samplesPerSecond = 132800.7
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[8081-8090]: CrossEntropyWithSoftmax = 2.58339844 * 1280; EvalClassificationError = 0.70234375 * 1280; time = 0.0095s; samplesPerSecond = 134133.9
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[8091-8100]: CrossEntropyWithSoftmax = 2.66152344 * 1280; EvalClassificationError = 0.71484375 * 1280; time = 0.0095s; samplesPerSecond = 134414.2
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[8101-8110]: CrossEntropyWithSoftmax = 2.58105469 * 1280; EvalClassificationError = 0.69609375 * 1280; time = 0.0096s; samplesPerSecond = 133615.9
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[8111-8120]: CrossEntropyWithSoftmax = 2.61152344 * 1280; EvalClassificationError = 0.69218750 * 1280; time = 0.0095s; samplesPerSecond = 134245.1
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[8121-8130]: CrossEntropyWithSoftmax = 2.64921875 * 1280; EvalClassificationError = 0.71328125 * 1280; time = 0.0098s; samplesPerSecond = 130350.2
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[8131-8140]: CrossEntropyWithSoftmax = 2.64648438 * 1280; EvalClassificationError = 0.70859375 * 1280; time = 0.0095s; samplesPerSecond = 134111.5
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[8141-8150]: CrossEntropyWithSoftmax = 2.61777344 * 1280; EvalClassificationError = 0.70781250 * 1280; time = 0.0095s; samplesPerSecond = 134325.4
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[8151-8160]: CrossEntropyWithSoftmax = 2.54140625 * 1280; EvalClassificationError = 0.69296875 * 1280; time = 0.0096s; samplesPerSecond = 132886.2
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[8161-8170]: CrossEntropyWithSoftmax = 2.56699219 * 1280; EvalClassificationError = 0.70703125 * 1280; time = 0.0096s; samplesPerSecond = 133975.3
01/16/2018 22:31:45:  Epoch[ 1 of 25]-Minibatch[8171-8180]: CrossEntropyWithSoftmax = 2.57675781 * 1280; EvalClassificationError = 0.69531250 * 1280; time = 0.0096s; samplesPerSecond = 133239.0
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8181-8190]: CrossEntropyWithSoftmax = 2.60097656 * 1280; EvalClassificationError = 0.69531250 * 1280; time = 0.0095s; samplesPerSecond = 134276.1
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8191-8200]: CrossEntropyWithSoftmax = 2.62089844 * 1280; EvalClassificationError = 0.70703125 * 1280; time = 0.0096s; samplesPerSecond = 133710.8
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8201-8210]: CrossEntropyWithSoftmax = 2.54375000 * 1280; EvalClassificationError = 0.68125000 * 1280; time = 0.0096s; samplesPerSecond = 133036.8
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8211-8220]: CrossEntropyWithSoftmax = 2.58535156 * 1280; EvalClassificationError = 0.67968750 * 1280; time = 0.0095s; samplesPerSecond = 134079.1
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8221-8230]: CrossEntropyWithSoftmax = 2.60683594 * 1280; EvalClassificationError = 0.72031250 * 1280; time = 0.0097s; samplesPerSecond = 132566.9
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8231-8240]: CrossEntropyWithSoftmax = 2.65585937 * 1280; EvalClassificationError = 0.69453125 * 1280; time = 0.0096s; samplesPerSecond = 132941.4
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8241-8250]: CrossEntropyWithSoftmax = 2.54960938 * 1280; EvalClassificationError = 0.68437500 * 1280; time = 0.0095s; samplesPerSecond = 134159.3
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8251-8260]: CrossEntropyWithSoftmax = 2.60351562 * 1280; EvalClassificationError = 0.71562500 * 1280; time = 0.0095s; samplesPerSecond = 134681.6
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8261-8270]: CrossEntropyWithSoftmax = 2.61660156 * 1280; EvalClassificationError = 0.70625000 * 1280; time = 0.0095s; samplesPerSecond = 134470.7
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8271-8280]: CrossEntropyWithSoftmax = 2.60898437 * 1280; EvalClassificationError = 0.71015625 * 1280; time = 0.0098s; samplesPerSecond = 130767.0
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8281-8290]: CrossEntropyWithSoftmax = 2.55136719 * 1280; EvalClassificationError = 0.69765625 * 1280; time = 0.0095s; samplesPerSecond = 134086.2
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8291-8300]: CrossEntropyWithSoftmax = 2.61035156 * 1280; EvalClassificationError = 0.69296875 * 1280; time = 0.0095s; samplesPerSecond = 134264.8
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8301-8310]: CrossEntropyWithSoftmax = 2.71074219 * 1280; EvalClassificationError = 0.72265625 * 1280; time = 0.0095s; samplesPerSecond = 134128.3
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8311-8320]: CrossEntropyWithSoftmax = 2.65585937 * 1280; EvalClassificationError = 0.70546875 * 1280; time = 0.0095s; samplesPerSecond = 134277.5
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8321-8330]: CrossEntropyWithSoftmax = 2.54140625 * 1280; EvalClassificationError = 0.69375000 * 1280; time = 0.0095s; samplesPerSecond = 134193.0
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8331-8340]: CrossEntropyWithSoftmax = 2.60410156 * 1280; EvalClassificationError = 0.69531250 * 1280; time = 0.0098s; samplesPerSecond = 130914.1
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8341-8350]: CrossEntropyWithSoftmax = 2.50859375 * 1280; EvalClassificationError = 0.69218750 * 1280; time = 0.0095s; samplesPerSecond = 134277.5
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8351-8360]: CrossEntropyWithSoftmax = 2.51796875 * 1280; EvalClassificationError = 0.66718750 * 1280; time = 0.0095s; samplesPerSecond = 134200.0
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8361-8370]: CrossEntropyWithSoftmax = 2.61582031 * 1280; EvalClassificationError = 0.69062500 * 1280; time = 0.0096s; samplesPerSecond = 133735.9
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8371-8380]: CrossEntropyWithSoftmax = 2.51171875 * 1280; EvalClassificationError = 0.66250000 * 1280; time = 0.0096s; samplesPerSecond = 133845.0
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8381-8390]: CrossEntropyWithSoftmax = 2.50976562 * 1280; EvalClassificationError = 0.68203125 * 1280; time = 0.0098s; samplesPerSecond = 130872.7
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8391-8400]: CrossEntropyWithSoftmax = 2.67167969 * 1280; EvalClassificationError = 0.71250000 * 1280; time = 0.0096s; samplesPerSecond = 133705.2
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8401-8410]: CrossEntropyWithSoftmax = 2.60019531 * 1280; EvalClassificationError = 0.70859375 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8411-8420]: CrossEntropyWithSoftmax = 2.60019531 * 1280; EvalClassificationError = 0.68515625 * 1280; time = 0.0095s; samplesPerSecond = 134110.1
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8421-8430]: CrossEntropyWithSoftmax = 2.67734375 * 1280; EvalClassificationError = 0.70625000 * 1280; time = 0.0095s; samplesPerSecond = 134242.3
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8431-8440]: CrossEntropyWithSoftmax = 2.59238281 * 1280; EvalClassificationError = 0.69843750 * 1280; time = 0.0100s; samplesPerSecond = 127838.9
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8441-8450]: CrossEntropyWithSoftmax = 2.58476563 * 1280; EvalClassificationError = 0.68046875 * 1280; time = 0.0098s; samplesPerSecond = 130871.3
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8451-8460]: CrossEntropyWithSoftmax = 2.60937500 * 1280; EvalClassificationError = 0.70781250 * 1280; time = 0.0096s; samplesPerSecond = 133887.0
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8461-8470]: CrossEntropyWithSoftmax = 2.49648438 * 1280; EvalClassificationError = 0.68281250 * 1280; time = 0.0096s; samplesPerSecond = 134000.5
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8471-8480]: CrossEntropyWithSoftmax = 2.58183594 * 1280; EvalClassificationError = 0.69375000 * 1280; time = 0.0095s; samplesPerSecond = 134309.9
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8481-8490]: CrossEntropyWithSoftmax = 2.68925781 * 1280; EvalClassificationError = 0.70390625 * 1280; time = 0.0099s; samplesPerSecond = 129878.0
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8491-8500]: CrossEntropyWithSoftmax = 2.53515625 * 1280; EvalClassificationError = 0.68046875 * 1280; time = 0.0095s; samplesPerSecond = 134110.1
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8501-8510]: CrossEntropyWithSoftmax = 2.58554687 * 1280; EvalClassificationError = 0.68906250 * 1280; time = 0.0095s; samplesPerSecond = 134432.6
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8511-8520]: CrossEntropyWithSoftmax = 2.54296875 * 1280; EvalClassificationError = 0.67968750 * 1280; time = 0.0095s; samplesPerSecond = 134225.4
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8521-8530]: CrossEntropyWithSoftmax = 2.60468750 * 1280; EvalClassificationError = 0.70234375 * 1280; time = 0.0096s; samplesPerSecond = 133966.9
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8531-8540]: CrossEntropyWithSoftmax = 2.60664062 * 1280; EvalClassificationError = 0.70390625 * 1280; time = 0.0095s; samplesPerSecond = 134297.2
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8541-8550]: CrossEntropyWithSoftmax = 2.58945312 * 1280; EvalClassificationError = 0.68125000 * 1280; time = 0.0096s; samplesPerSecond = 133864.6
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8551-8560]: CrossEntropyWithSoftmax = 2.53085937 * 1280; EvalClassificationError = 0.69062500 * 1280; time = 0.0095s; samplesPerSecond = 134281.7
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8561-8570]: CrossEntropyWithSoftmax = 2.60742188 * 1280; EvalClassificationError = 0.70000000 * 1280; time = 0.0095s; samplesPerSecond = 134184.6
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8571-8580]: CrossEntropyWithSoftmax = 2.63242187 * 1280; EvalClassificationError = 0.71171875 * 1280; time = 0.0096s; samplesPerSecond = 133165.5
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8581-8590]: CrossEntropyWithSoftmax = 2.52812500 * 1280; EvalClassificationError = 0.68125000 * 1280; time = 0.0097s; samplesPerSecond = 132310.7
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8591-8600]: CrossEntropyWithSoftmax = 2.59628906 * 1280; EvalClassificationError = 0.70625000 * 1280; time = 0.0096s; samplesPerSecond = 133130.9
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8601-8610]: CrossEntropyWithSoftmax = 2.58007812 * 1280; EvalClassificationError = 0.68750000 * 1280; time = 0.0096s; samplesPerSecond = 133487.7
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8611-8620]: CrossEntropyWithSoftmax = 2.53164063 * 1280; EvalClassificationError = 0.71640625 * 1280; time = 0.0095s; samplesPerSecond = 134535.7
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8621-8630]: CrossEntropyWithSoftmax = 2.62929688 * 1280; EvalClassificationError = 0.69140625 * 1280; time = 0.0096s; samplesPerSecond = 132671.4
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8631-8640]: CrossEntropyWithSoftmax = 2.59863281 * 1280; EvalClassificationError = 0.69296875 * 1280; time = 0.0096s; samplesPerSecond = 133829.6
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8641-8650]: CrossEntropyWithSoftmax = 2.53261719 * 1280; EvalClassificationError = 0.68515625 * 1280; time = 0.0096s; samplesPerSecond = 132970.4
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8651-8660]: CrossEntropyWithSoftmax = 2.51464844 * 1280; EvalClassificationError = 0.69296875 * 1280; time = 0.0096s; samplesPerSecond = 133810.0
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8661-8670]: CrossEntropyWithSoftmax = 2.57695313 * 1280; EvalClassificationError = 0.69921875 * 1280; time = 0.0095s; samplesPerSecond = 134111.5
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8671-8680]: CrossEntropyWithSoftmax = 2.54687500 * 1280; EvalClassificationError = 0.69531250 * 1280; time = 0.0095s; samplesPerSecond = 134499.0
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8681-8690]: CrossEntropyWithSoftmax = 2.63730469 * 1280; EvalClassificationError = 0.70703125 * 1280; time = 0.0095s; samplesPerSecond = 134288.7
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8691-8700]: CrossEntropyWithSoftmax = 2.53964844 * 1280; EvalClassificationError = 0.70703125 * 1280; time = 0.0096s; samplesPerSecond = 133079.7
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8701-8710]: CrossEntropyWithSoftmax = 2.52578125 * 1280; EvalClassificationError = 0.69062500 * 1280; time = 0.0095s; samplesPerSecond = 134311.3
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8711-8720]: CrossEntropyWithSoftmax = 2.58535156 * 1280; EvalClassificationError = 0.70781250 * 1280; time = 0.0096s; samplesPerSecond = 133854.8
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8721-8730]: CrossEntropyWithSoftmax = 2.53691406 * 1280; EvalClassificationError = 0.68984375 * 1280; time = 0.0095s; samplesPerSecond = 134301.4
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8731-8740]: CrossEntropyWithSoftmax = 2.55781250 * 1280; EvalClassificationError = 0.69296875 * 1280; time = 0.0095s; samplesPerSecond = 134253.5
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8741-8750]: CrossEntropyWithSoftmax = 2.58085938 * 1280; EvalClassificationError = 0.70000000 * 1280; time = 0.0095s; samplesPerSecond = 134305.7
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8751-8760]: CrossEntropyWithSoftmax = 2.56777344 * 1280; EvalClassificationError = 0.69296875 * 1280; time = 0.0095s; samplesPerSecond = 134347.9
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8761-8770]: CrossEntropyWithSoftmax = 2.55429687 * 1280; EvalClassificationError = 0.67734375 * 1280; time = 0.0095s; samplesPerSecond = 134288.7
01/16/2018 22:31:46:  Epoch[ 1 of 25]-Minibatch[8771-8780]: CrossEntropyWithSoftmax = 2.54414062 * 1280; EvalClassificationError = 0.68046875 * 1280; time = 0.0097s; samplesPerSecond = 132307.9
01/16/2018 22:31:46: Finished Epoch[ 1 of 25]: [Training] CrossEntropyWithSoftmax = 3.28228886 * 1124823; EvalClassificationError = 0.78894013 * 1124823; totalSamplesSeen = 1124823; learningRatePerSample = 0.00078125001; epochTime=8.64403s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
requiredata: determined feature kind as 72-dimensional 'FBANK_D_A_Z' with frame shift 10.0 ms
01/16/2018 22:31:47: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 2.54356508 * 122487; perplexity = 12.72495563; EvalClassificationError = 0.68825263 * 122487
01/16/2018 22:31:47: Finished Epoch[ 1 of 25]: [Validate] CrossEntropyWithSoftmax = 2.54356508 * 122487; EvalClassificationError = 0.68825263 * 122487
01/16/2018 22:31:47: SGD: Saving checkpoint model '/tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.1'

01/16/2018 22:31:47: Starting Epoch 2: learning rate per sample = 0.007812  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 1: frames [1124823..2249646] (first utterance at frame 1124823), data subset 0 of 1, with 1 datapasses

01/16/2018 22:31:47: Starting minibatch loop.
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 2.62849770 * 1280; EvalClassificationError = 0.70078125 * 1280; time = 0.0102s; samplesPerSecond = 125759.0
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 2.77151451 * 1280; EvalClassificationError = 0.73906250 * 1280; time = 0.0098s; samplesPerSecond = 130844.6
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 2.72676620 * 1280; EvalClassificationError = 0.74765625 * 1280; time = 0.0098s; samplesPerSecond = 130597.6
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 2.72611847 * 1280; EvalClassificationError = 0.71718750 * 1280; time = 0.0099s; samplesPerSecond = 129594.0
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 2.86576767 * 1280; EvalClassificationError = 0.75078125 * 1280; time = 0.0098s; samplesPerSecond = 131202.7
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 2.72066345 * 1280; EvalClassificationError = 0.73281250 * 1280; time = 0.0098s; samplesPerSecond = 131041.5
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 2.76730652 * 1280; EvalClassificationError = 0.71406250 * 1280; time = 0.0099s; samplesPerSecond = 129784.5
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 2.70983276 * 1280; EvalClassificationError = 0.71562500 * 1280; time = 0.0097s; samplesPerSecond = 131369.6
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 2.64153137 * 1280; EvalClassificationError = 0.69218750 * 1280; time = 0.0098s; samplesPerSecond = 130716.3
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 2.62849121 * 1280; EvalClassificationError = 0.72109375 * 1280; time = 0.0098s; samplesPerSecond = 130633.6
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 2.71559448 * 1280; EvalClassificationError = 0.72812500 * 1280; time = 0.0098s; samplesPerSecond = 131275.3
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 2.64290161 * 1280; EvalClassificationError = 0.70703125 * 1280; time = 0.0098s; samplesPerSecond = 131236.3
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 2.71531067 * 1280; EvalClassificationError = 0.73281250 * 1280; time = 0.0098s; samplesPerSecond = 130109.1
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 2.70984192 * 1280; EvalClassificationError = 0.72421875 * 1280; time = 0.0098s; samplesPerSecond = 130549.6
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 2.64987183 * 1280; EvalClassificationError = 0.72656250 * 1280; time = 0.0098s; samplesPerSecond = 130693.6
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 2.63777161 * 1280; EvalClassificationError = 0.72421875 * 1280; time = 0.0098s; samplesPerSecond = 131139.5
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 2.57947998 * 1280; EvalClassificationError = 0.70625000 * 1280; time = 0.0098s; samplesPerSecond = 131036.1
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 2.61054993 * 1280; EvalClassificationError = 0.71640625 * 1280; time = 0.0098s; samplesPerSecond = 131205.3
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 2.58849487 * 1280; EvalClassificationError = 0.69531250 * 1280; time = 0.0098s; samplesPerSecond = 130513.7
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 2.68274841 * 1280; EvalClassificationError = 0.71640625 * 1280; time = 0.0100s; samplesPerSecond = 127969.3
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 2.56829834 * 1280; EvalClassificationError = 0.71093750 * 1280; time = 0.0098s; samplesPerSecond = 130857.9
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 2.63168335 * 1280; EvalClassificationError = 0.72890625 * 1280; time = 0.0098s; samplesPerSecond = 131103.2
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 2.57746582 * 1280; EvalClassificationError = 0.71328125 * 1280; time = 0.0098s; samplesPerSecond = 131216.1
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 2.64061890 * 1280; EvalClassificationError = 0.71250000 * 1280; time = 0.0098s; samplesPerSecond = 131154.3
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 2.67620239 * 1280; EvalClassificationError = 0.73750000 * 1280; time = 0.0100s; samplesPerSecond = 128180.7
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 2.59386597 * 1280; EvalClassificationError = 0.69765625 * 1280; time = 0.0098s; samplesPerSecond = 130628.2
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 2.63405762 * 1280; EvalClassificationError = 0.71718750 * 1280; time = 0.0098s; samplesPerSecond = 131163.7
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 2.63393555 * 1280; EvalClassificationError = 0.71875000 * 1280; time = 0.0099s; samplesPerSecond = 129248.5
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 2.58292236 * 1280; EvalClassificationError = 0.70078125 * 1280; time = 0.0097s; samplesPerSecond = 131282.1
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 2.51959229 * 1280; EvalClassificationError = 0.68750000 * 1280; time = 0.0099s; samplesPerSecond = 129028.4
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 2.52124634 * 1280; EvalClassificationError = 0.68125000 * 1280; time = 0.0098s; samplesPerSecond = 130922.2
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 2.59315796 * 1280; EvalClassificationError = 0.70937500 * 1280; time = 0.0098s; samplesPerSecond = 130628.2
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 2.62363281 * 1280; EvalClassificationError = 0.70937500 * 1280; time = 0.0099s; samplesPerSecond = 129745.1
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 2.60692749 * 1280; EvalClassificationError = 0.69687500 * 1280; time = 0.0098s; samplesPerSecond = 130847.2
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 2.62676392 * 1280; EvalClassificationError = 0.71718750 * 1280; time = 0.0098s; samplesPerSecond = 131217.5
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 2.59826050 * 1280; EvalClassificationError = 0.70390625 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 2.55979614 * 1280; EvalClassificationError = 0.69609375 * 1280; time = 0.0097s; samplesPerSecond = 131349.4
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 2.54859619 * 1280; EvalClassificationError = 0.72031250 * 1280; time = 0.0098s; samplesPerSecond = 131214.8
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 2.49726562 * 1280; EvalClassificationError = 0.68515625 * 1280; time = 0.0098s; samplesPerSecond = 130045.6
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 2.52855225 * 1280; EvalClassificationError = 0.69921875 * 1280; time = 0.0098s; samplesPerSecond = 131241.7
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 2.51871338 * 1280; EvalClassificationError = 0.68593750 * 1280; time = 0.0098s; samplesPerSecond = 130934.2
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 2.53386230 * 1280; EvalClassificationError = 0.67968750 * 1280; time = 0.0097s; samplesPerSecond = 131487.0
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 2.51826172 * 1280; EvalClassificationError = 0.69375000 * 1280; time = 0.0098s; samplesPerSecond = 131044.2
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 2.48070068 * 1280; EvalClassificationError = 0.68515625 * 1280; time = 0.0100s; samplesPerSecond = 128519.2
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 2.48945312 * 1280; EvalClassificationError = 0.66953125 * 1280; time = 0.0098s; samplesPerSecond = 130228.2
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 2.54650879 * 1280; EvalClassificationError = 0.68515625 * 1280; time = 0.0097s; samplesPerSecond = 131331.9
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 2.51804199 * 1280; EvalClassificationError = 0.69453125 * 1280; time = 0.0100s; samplesPerSecond = 128514.1
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 2.54747314 * 1280; EvalClassificationError = 0.69921875 * 1280; time = 0.0099s; samplesPerSecond = 129252.5
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 2.51080322 * 1280; EvalClassificationError = 0.70000000 * 1280; time = 0.0098s; samplesPerSecond = 130452.5
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 2.55526123 * 1280; EvalClassificationError = 0.71562500 * 1280; time = 0.0100s; samplesPerSecond = 127962.9
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 2.47828369 * 1280; EvalClassificationError = 0.67265625 * 1280; time = 0.0098s; samplesPerSecond = 131123.4
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 2.47886963 * 1280; EvalClassificationError = 0.67890625 * 1280; time = 0.0098s; samplesPerSecond = 131249.7
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 2.42432861 * 1280; EvalClassificationError = 0.67578125 * 1280; time = 0.0099s; samplesPerSecond = 128902.3
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 2.51859131 * 1280; EvalClassificationError = 0.70078125 * 1280; time = 0.0098s; samplesPerSecond = 130469.8
01/16/2018 22:31:47:  Epoch[ 2 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 2.38159180 * 1280; EvalClassificationError = 0.64609375 * 1280; time = 0.0099s; samplesPerSecond = 128953.0
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 2.36168213 * 1280; EvalClassificationError = 0.68046875 * 1280; time = 0.0098s; samplesPerSecond = 131175.8
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 2.43360596 * 1280; EvalClassificationError = 0.67187500 * 1280; time = 0.0099s; samplesPerSecond = 129516.6
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 2.41536865 * 1280; EvalClassificationError = 0.67812500 * 1280; time = 0.0098s; samplesPerSecond = 130184.5
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 2.54012451 * 1280; EvalClassificationError = 0.68281250 * 1280; time = 0.0098s; samplesPerSecond = 130862.0
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 2.43570557 * 1280; EvalClassificationError = 0.68671875 * 1280; time = 0.0098s; samplesPerSecond = 131058.9
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 2.43952637 * 1280; EvalClassificationError = 0.68281250 * 1280; time = 0.0098s; samplesPerSecond = 130871.3
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 2.42432861 * 1280; EvalClassificationError = 0.68203125 * 1280; time = 0.0098s; samplesPerSecond = 130628.2
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 2.45676270 * 1280; EvalClassificationError = 0.68046875 * 1280; time = 0.0098s; samplesPerSecond = 130807.1
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 2.41467285 * 1280; EvalClassificationError = 0.66796875 * 1280; time = 0.0099s; samplesPerSecond = 129514.0
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 2.49000244 * 1280; EvalClassificationError = 0.67187500 * 1280; time = 0.0098s; samplesPerSecond = 131197.3
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 2.39370117 * 1280; EvalClassificationError = 0.67109375 * 1280; time = 0.0098s; samplesPerSecond = 131244.4
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 2.46186523 * 1280; EvalClassificationError = 0.68515625 * 1280; time = 0.0100s; samplesPerSecond = 128341.4
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 2.42714844 * 1280; EvalClassificationError = 0.66015625 * 1280; time = 0.0098s; samplesPerSecond = 130713.6
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 2.43546143 * 1280; EvalClassificationError = 0.67656250 * 1280; time = 0.0097s; samplesPerSecond = 131291.5
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 2.45081787 * 1280; EvalClassificationError = 0.68203125 * 1280; time = 0.0099s; samplesPerSecond = 129055.7
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 2.40446777 * 1280; EvalClassificationError = 0.66875000 * 1280; time = 0.0099s; samplesPerSecond = 129131.2
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 2.38966064 * 1280; EvalClassificationError = 0.67265625 * 1280; time = 0.0099s; samplesPerSecond = 129235.5
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 2.37468262 * 1280; EvalClassificationError = 0.65078125 * 1280; time = 0.0097s; samplesPerSecond = 131295.5
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 2.38356934 * 1280; EvalClassificationError = 0.65859375 * 1280; time = 0.0157s; samplesPerSecond = 81341.6
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 2.34119873 * 1280; EvalClassificationError = 0.65078125 * 1280; time = 0.0098s; samplesPerSecond = 130536.3
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 2.49436035 * 1280; EvalClassificationError = 0.67890625 * 1280; time = 0.0098s; samplesPerSecond = 130989.2
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 2.28277588 * 1280; EvalClassificationError = 0.65546875 * 1280; time = 0.0097s; samplesPerSecond = 131307.6
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 2.30147705 * 1280; EvalClassificationError = 0.65390625 * 1280; time = 0.0100s; samplesPerSecond = 128206.4
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 2.32053223 * 1280; EvalClassificationError = 0.65312500 * 1280; time = 0.0099s; samplesPerSecond = 128951.7
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 2.39368896 * 1280; EvalClassificationError = 0.67187500 * 1280; time = 0.0098s; samplesPerSecond = 131037.4
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 2.39912109 * 1280; EvalClassificationError = 0.67734375 * 1280; time = 0.0098s; samplesPerSecond = 131069.7
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 2.38532715 * 1280; EvalClassificationError = 0.64296875 * 1280; time = 0.0098s; samplesPerSecond = 130582.9
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 2.46059570 * 1280; EvalClassificationError = 0.67578125 * 1280; time = 0.0099s; samplesPerSecond = 129456.4
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 2.37778320 * 1280; EvalClassificationError = 0.65546875 * 1280; time = 0.0099s; samplesPerSecond = 129942.6
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 2.32824707 * 1280; EvalClassificationError = 0.63437500 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 2.31174316 * 1280; EvalClassificationError = 0.64531250 * 1280; time = 0.0098s; samplesPerSecond = 130094.5
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 2.28806152 * 1280; EvalClassificationError = 0.66093750 * 1280; time = 0.0098s; samplesPerSecond = 130061.5
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 2.39187012 * 1280; EvalClassificationError = 0.66328125 * 1280; time = 0.0098s; samplesPerSecond = 131260.5
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 2.30742188 * 1280; EvalClassificationError = 0.64453125 * 1280; time = 0.0098s; samplesPerSecond = 131134.1
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 2.23757324 * 1280; EvalClassificationError = 0.63515625 * 1280; time = 0.0098s; samplesPerSecond = 131071.0
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 2.32380371 * 1280; EvalClassificationError = 0.66796875 * 1280; time = 0.0098s; samplesPerSecond = 130908.8
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 2.29255371 * 1280; EvalClassificationError = 0.64218750 * 1280; time = 0.0101s; samplesPerSecond = 126443.5
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 2.28891602 * 1280; EvalClassificationError = 0.65078125 * 1280; time = 0.0098s; samplesPerSecond = 131165.0
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 2.25043945 * 1280; EvalClassificationError = 0.64375000 * 1280; time = 0.0098s; samplesPerSecond = 130184.5
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 2.26203613 * 1280; EvalClassificationError = 0.63671875 * 1280; time = 0.0100s; samplesPerSecond = 128028.2
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 2.30905762 * 1280; EvalClassificationError = 0.64609375 * 1280; time = 0.0098s; samplesPerSecond = 130809.8
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 2.26064453 * 1280; EvalClassificationError = 0.63125000 * 1280; time = 0.0098s; samplesPerSecond = 131120.7
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 2.33979492 * 1280; EvalClassificationError = 0.65781250 * 1280; time = 0.0098s; samplesPerSecond = 130524.3
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 2.32280273 * 1280; EvalClassificationError = 0.63046875 * 1280; time = 0.0098s; samplesPerSecond = 131101.9
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 2.26171875 * 1280; EvalClassificationError = 0.65000000 * 1280; time = 0.0099s; samplesPerSecond = 129193.8
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 2.30114746 * 1280; EvalClassificationError = 0.64609375 * 1280; time = 0.0097s; samplesPerSecond = 131538.4
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 2.20432129 * 1280; EvalClassificationError = 0.63203125 * 1280; time = 0.0098s; samplesPerSecond = 131200.0
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 2.32370605 * 1280; EvalClassificationError = 0.63750000 * 1280; time = 0.0098s; samplesPerSecond = 131182.5
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 2.26528320 * 1280; EvalClassificationError = 0.63281250 * 1280; time = 0.0098s; samplesPerSecond = 131217.5
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 2.25397949 * 1280; EvalClassificationError = 0.62890625 * 1280; time = 0.0101s; samplesPerSecond = 127235.3
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 2.22363281 * 1280; EvalClassificationError = 0.63359375 * 1280; time = 0.0098s; samplesPerSecond = 130629.6
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 2.20974121 * 1280; EvalClassificationError = 0.60703125 * 1280; time = 0.0097s; samplesPerSecond = 131364.2
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 2.20156250 * 1280; EvalClassificationError = 0.63593750 * 1280; time = 0.0098s; samplesPerSecond = 130221.6
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 2.17802734 * 1280; EvalClassificationError = 0.63125000 * 1280; time = 0.0100s; samplesPerSecond = 128427.7
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 2.24880371 * 1280; EvalClassificationError = 0.64687500 * 1280; time = 0.0098s; samplesPerSecond = 131006.6
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 2.31872559 * 1280; EvalClassificationError = 0.64687500 * 1280; time = 0.0098s; samplesPerSecond = 131165.0
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 2.21457520 * 1280; EvalClassificationError = 0.62343750 * 1280; time = 0.0097s; samplesPerSecond = 131298.2
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 2.29113770 * 1280; EvalClassificationError = 0.65390625 * 1280; time = 0.0098s; samplesPerSecond = 131221.5
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 2.23452148 * 1280; EvalClassificationError = 0.63984375 * 1280; time = 0.0100s; samplesPerSecond = 127607.0
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 2.25939941 * 1280; EvalClassificationError = 0.63828125 * 1280; time = 0.0098s; samplesPerSecond = 130828.5
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 2.18872070 * 1280; EvalClassificationError = 0.63281250 * 1280; time = 0.0098s; samplesPerSecond = 131006.6
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 2.20585938 * 1280; EvalClassificationError = 0.63984375 * 1280; time = 0.0098s; samplesPerSecond = 131146.2
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 2.24411621 * 1280; EvalClassificationError = 0.62656250 * 1280; time = 0.0097s; samplesPerSecond = 131288.8
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 2.19147949 * 1280; EvalClassificationError = 0.63906250 * 1280; time = 0.0098s; samplesPerSecond = 131256.5
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 2.23347168 * 1280; EvalClassificationError = 0.63750000 * 1280; time = 0.0099s; samplesPerSecond = 129704.3
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 2.28054199 * 1280; EvalClassificationError = 0.62343750 * 1280; time = 0.0098s; samplesPerSecond = 130763.0
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 2.24052734 * 1280; EvalClassificationError = 0.64375000 * 1280; time = 0.0099s; samplesPerSecond = 128754.5
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 2.24316406 * 1280; EvalClassificationError = 0.63906250 * 1280; time = 0.0098s; samplesPerSecond = 130681.6
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 2.20151367 * 1280; EvalClassificationError = 0.62656250 * 1280; time = 0.0099s; samplesPerSecond = 129839.8
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 2.23405762 * 1280; EvalClassificationError = 0.63281250 * 1280; time = 0.0098s; samplesPerSecond = 130248.1
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 2.19028320 * 1280; EvalClassificationError = 0.62421875 * 1280; time = 0.0097s; samplesPerSecond = 131426.3
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 2.20710449 * 1280; EvalClassificationError = 0.61406250 * 1280; time = 0.0097s; samplesPerSecond = 131333.2
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 2.26848145 * 1280; EvalClassificationError = 0.63828125 * 1280; time = 0.0098s; samplesPerSecond = 130717.6
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 2.23408203 * 1280; EvalClassificationError = 0.61640625 * 1280; time = 0.0098s; samplesPerSecond = 131182.5
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 2.17958984 * 1280; EvalClassificationError = 0.62109375 * 1280; time = 0.0101s; samplesPerSecond = 127020.7
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 2.21650391 * 1280; EvalClassificationError = 0.62968750 * 1280; time = 0.0100s; samplesPerSecond = 127729.2
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 2.19001465 * 1280; EvalClassificationError = 0.62734375 * 1280; time = 0.0099s; samplesPerSecond = 129891.2
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 2.20178223 * 1280; EvalClassificationError = 0.61562500 * 1280; time = 0.0101s; samplesPerSecond = 126513.5
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 2.15529785 * 1280; EvalClassificationError = 0.61562500 * 1280; time = 0.0100s; samplesPerSecond = 127378.4
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 2.14318848 * 1280; EvalClassificationError = 0.61796875 * 1280; time = 0.0173s; samplesPerSecond = 74019.7
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 2.24194336 * 1280; EvalClassificationError = 0.62500000 * 1280; time = 0.0098s; samplesPerSecond = 130435.2
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 2.15996094 * 1280; EvalClassificationError = 0.61640625 * 1280; time = 0.0099s; samplesPerSecond = 129294.2
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 2.12517090 * 1280; EvalClassificationError = 0.59687500 * 1280; time = 0.0098s; samplesPerSecond = 130027.1
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 2.10278320 * 1280; EvalClassificationError = 0.61562500 * 1280; time = 0.0103s; samplesPerSecond = 124605.7
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 2.15122070 * 1280; EvalClassificationError = 0.60937500 * 1280; time = 0.0098s; samplesPerSecond = 130301.1
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 2.16440430 * 1280; EvalClassificationError = 0.61562500 * 1280; time = 0.0098s; samplesPerSecond = 130748.3
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 2.10061035 * 1280; EvalClassificationError = 0.60625000 * 1280; time = 0.0100s; samplesPerSecond = 128443.1
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 2.23483887 * 1280; EvalClassificationError = 0.62421875 * 1280; time = 0.0100s; samplesPerSecond = 127490.0
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 2.19177246 * 1280; EvalClassificationError = 0.61015625 * 1280; time = 0.0098s; samplesPerSecond = 130878.0
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 2.16203613 * 1280; EvalClassificationError = 0.59375000 * 1280; time = 0.0100s; samplesPerSecond = 128170.5
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 2.12204590 * 1280; EvalClassificationError = 0.58984375 * 1280; time = 0.0099s; samplesPerSecond = 128981.5
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 2.17695312 * 1280; EvalClassificationError = 0.62812500 * 1280; time = 0.0098s; samplesPerSecond = 130733.6
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 2.12346191 * 1280; EvalClassificationError = 0.60625000 * 1280; time = 0.0099s; samplesPerSecond = 129279.9
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 2.18649902 * 1280; EvalClassificationError = 0.62968750 * 1280; time = 0.0098s; samplesPerSecond = 130081.3
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 2.16708984 * 1280; EvalClassificationError = 0.63281250 * 1280; time = 0.0098s; samplesPerSecond = 130693.6
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 2.09831543 * 1280; EvalClassificationError = 0.60234375 * 1280; time = 0.0098s; samplesPerSecond = 130158.0
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 2.18217773 * 1280; EvalClassificationError = 0.60468750 * 1280; time = 0.0098s; samplesPerSecond = 130880.7
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 2.16489258 * 1280; EvalClassificationError = 0.61796875 * 1280; time = 0.0100s; samplesPerSecond = 128075.6
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 2.22741699 * 1280; EvalClassificationError = 0.63281250 * 1280; time = 0.0100s; samplesPerSecond = 128062.8
01/16/2018 22:31:48:  Epoch[ 2 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 2.13520508 * 1280; EvalClassificationError = 0.61250000 * 1280; time = 0.0098s; samplesPerSecond = 130911.5
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 2.10964355 * 1280; EvalClassificationError = 0.59765625 * 1280; time = 0.0098s; samplesPerSecond = 130049.6
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 2.10622559 * 1280; EvalClassificationError = 0.58437500 * 1280; time = 0.0098s; samplesPerSecond = 129951.9
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 2.15241699 * 1280; EvalClassificationError = 0.59687500 * 1280; time = 0.0098s; samplesPerSecond = 130900.8
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 2.06418457 * 1280; EvalClassificationError = 0.59531250 * 1280; time = 0.0101s; samplesPerSecond = 126220.3
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 2.12819824 * 1280; EvalClassificationError = 0.61875000 * 1280; time = 0.0098s; samplesPerSecond = 130735.0
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 2.16652832 * 1280; EvalClassificationError = 0.63046875 * 1280; time = 0.0098s; samplesPerSecond = 130648.2
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 2.13317871 * 1280; EvalClassificationError = 0.60703125 * 1280; time = 0.0100s; samplesPerSecond = 128573.4
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 2.10776367 * 1280; EvalClassificationError = 0.60546875 * 1280; time = 0.0098s; samplesPerSecond = 130596.3
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 2.13808594 * 1280; EvalClassificationError = 0.60390625 * 1280; time = 0.0100s; samplesPerSecond = 128014.1
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 2.15378418 * 1280; EvalClassificationError = 0.60312500 * 1280; time = 0.0098s; samplesPerSecond = 130436.6
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 2.16777344 * 1280; EvalClassificationError = 0.60312500 * 1280; time = 0.0098s; samplesPerSecond = 130755.0
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 2.12570801 * 1280; EvalClassificationError = 0.59062500 * 1280; time = 0.0099s; samplesPerSecond = 129749.0
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 2.08601074 * 1280; EvalClassificationError = 0.57812500 * 1280; time = 0.0098s; samplesPerSecond = 130069.4
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 2.12829590 * 1280; EvalClassificationError = 0.60546875 * 1280; time = 0.0098s; samplesPerSecond = 130927.5
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 2.10693359 * 1280; EvalClassificationError = 0.60156250 * 1280; time = 0.0101s; samplesPerSecond = 127106.4
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 2.06166992 * 1280; EvalClassificationError = 0.60078125 * 1280; time = 0.0098s; samplesPerSecond = 130843.2
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 2.08276367 * 1280; EvalClassificationError = 0.59375000 * 1280; time = 0.0098s; samplesPerSecond = 130424.6
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 2.07011719 * 1280; EvalClassificationError = 0.59062500 * 1280; time = 0.0098s; samplesPerSecond = 130103.8
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 2.10324707 * 1280; EvalClassificationError = 0.58906250 * 1280; time = 0.0098s; samplesPerSecond = 130792.4
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 2.06279297 * 1280; EvalClassificationError = 0.57500000 * 1280; time = 0.0102s; samplesPerSecond = 125906.2
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 2.07158203 * 1280; EvalClassificationError = 0.58515625 * 1280; time = 0.0099s; samplesPerSecond = 129315.1
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 2.16401367 * 1280; EvalClassificationError = 0.61328125 * 1280; time = 0.0098s; samplesPerSecond = 130987.8
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 2.15126953 * 1280; EvalClassificationError = 0.62187500 * 1280; time = 0.0099s; samplesPerSecond = 128937.4
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 2.06767578 * 1280; EvalClassificationError = 0.57265625 * 1280; time = 0.0101s; samplesPerSecond = 127220.1
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 2.12734375 * 1280; EvalClassificationError = 0.59765625 * 1280; time = 0.0098s; samplesPerSecond = 130812.5
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 2.08251953 * 1280; EvalClassificationError = 0.59140625 * 1280; time = 0.0099s; samplesPerSecond = 129252.5
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 2.06953125 * 1280; EvalClassificationError = 0.60078125 * 1280; time = 0.0100s; samplesPerSecond = 128592.8
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 2.05869141 * 1280; EvalClassificationError = 0.58984375 * 1280; time = 0.0098s; samplesPerSecond = 130775.0
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 2.09443359 * 1280; EvalClassificationError = 0.58515625 * 1280; time = 0.0102s; samplesPerSecond = 125583.8
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 2.11186523 * 1280; EvalClassificationError = 0.60312500 * 1280; time = 0.0098s; samplesPerSecond = 130797.8
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 2.07070313 * 1280; EvalClassificationError = 0.59140625 * 1280; time = 0.0099s; samplesPerSecond = 129088.2
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 2.05444336 * 1280; EvalClassificationError = 0.60468750 * 1280; time = 0.0098s; samplesPerSecond = 130804.4
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 2.12128906 * 1280; EvalClassificationError = 0.60546875 * 1280; time = 0.0098s; samplesPerSecond = 130884.7
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 2.07666016 * 1280; EvalClassificationError = 0.59531250 * 1280; time = 0.0100s; samplesPerSecond = 127472.3
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 2.07719727 * 1280; EvalClassificationError = 0.59531250 * 1280; time = 0.0098s; samplesPerSecond = 130207.0
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 2.06796875 * 1280; EvalClassificationError = 0.59296875 * 1280; time = 0.0131s; samplesPerSecond = 97362.8
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 1.99804688 * 1280; EvalClassificationError = 0.57187500 * 1280; time = 0.0101s; samplesPerSecond = 127030.8
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 1.98842773 * 1280; EvalClassificationError = 0.58203125 * 1280; time = 0.0099s; samplesPerSecond = 129083.0
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 2.01811523 * 1280; EvalClassificationError = 0.58671875 * 1280; time = 0.0099s; samplesPerSecond = 129076.5
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 2.12460937 * 1280; EvalClassificationError = 0.60781250 * 1280; time = 0.0101s; samplesPerSecond = 127270.7
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 2.02817383 * 1280; EvalClassificationError = 0.57968750 * 1280; time = 0.0098s; samplesPerSecond = 130091.9
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 2.05185547 * 1280; EvalClassificationError = 0.58046875 * 1280; time = 0.0098s; samplesPerSecond = 131042.8
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 2.06997070 * 1280; EvalClassificationError = 0.58828125 * 1280; time = 0.0143s; samplesPerSecond = 89788.6
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 2.08012695 * 1280; EvalClassificationError = 0.58593750 * 1280; time = 0.0101s; samplesPerSecond = 126153.1
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 2.02280273 * 1280; EvalClassificationError = 0.58593750 * 1280; time = 0.0098s; samplesPerSecond = 130878.0
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 2.01582031 * 1280; EvalClassificationError = 0.57500000 * 1280; time = 0.0098s; samplesPerSecond = 130363.5
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 2.08315430 * 1280; EvalClassificationError = 0.58203125 * 1280; time = 0.0132s; samplesPerSecond = 97267.4
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 2.05659180 * 1280; EvalClassificationError = 0.58750000 * 1280; time = 0.0100s; samplesPerSecond = 127663.0
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 2.03637695 * 1280; EvalClassificationError = 0.57890625 * 1280; time = 0.0098s; samplesPerSecond = 131085.8
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 2.06035156 * 1280; EvalClassificationError = 0.59609375 * 1280; time = 0.0100s; samplesPerSecond = 128076.8
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 1.98828125 * 1280; EvalClassificationError = 0.56406250 * 1280; time = 0.0099s; samplesPerSecond = 129089.5
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 1.99135742 * 1280; EvalClassificationError = 0.56093750 * 1280; time = 0.0098s; samplesPerSecond = 130740.3
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 2.00400391 * 1280; EvalClassificationError = 0.59453125 * 1280; time = 0.0100s; samplesPerSecond = 128151.2
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 2.09956055 * 1280; EvalClassificationError = 0.59453125 * 1280; time = 0.0098s; samplesPerSecond = 130831.2
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 2.07187500 * 1280; EvalClassificationError = 0.60000000 * 1280; time = 0.0099s; samplesPerSecond = 128720.8
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 2.03750000 * 1280; EvalClassificationError = 0.58828125 * 1280; time = 0.0100s; samplesPerSecond = 128488.3
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 2.04418945 * 1280; EvalClassificationError = 0.59765625 * 1280; time = 0.0098s; samplesPerSecond = 130813.8
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 2.03984375 * 1280; EvalClassificationError = 0.59609375 * 1280; time = 0.0112s; samplesPerSecond = 114638.8
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 2.10224609 * 1280; EvalClassificationError = 0.58281250 * 1280; time = 0.0151s; samplesPerSecond = 84648.8
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 2.05727539 * 1280; EvalClassificationError = 0.58437500 * 1280; time = 0.0163s; samplesPerSecond = 78714.5
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 2.03842773 * 1280; EvalClassificationError = 0.59609375 * 1280; time = 0.0149s; samplesPerSecond = 85709.9
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 2.02651367 * 1280; EvalClassificationError = 0.58750000 * 1280; time = 0.0105s; samplesPerSecond = 122362.7
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 1.99726563 * 1280; EvalClassificationError = 0.56796875 * 1280; time = 0.0098s; samplesPerSecond = 130829.8
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 2.01420898 * 1280; EvalClassificationError = 0.58359375 * 1280; time = 0.0100s; samplesPerSecond = 128194.9
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 2.08310547 * 1280; EvalClassificationError = 0.57734375 * 1280; time = 0.0098s; samplesPerSecond = 130391.4
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 2.04970703 * 1280; EvalClassificationError = 0.58046875 * 1280; time = 0.0098s; samplesPerSecond = 130887.4
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 1.96796875 * 1280; EvalClassificationError = 0.57890625 * 1280; time = 0.0100s; samplesPerSecond = 127430.4
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 2.02480469 * 1280; EvalClassificationError = 0.59218750 * 1280; time = 0.0100s; samplesPerSecond = 128591.5
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 1.98168945 * 1280; EvalClassificationError = 0.58359375 * 1280; time = 0.0098s; samplesPerSecond = 131095.2
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 2.01748047 * 1280; EvalClassificationError = 0.59218750 * 1280; time = 0.0098s; samplesPerSecond = 130238.8
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 2.02631836 * 1280; EvalClassificationError = 0.58125000 * 1280; time = 0.0100s; samplesPerSecond = 127828.7
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 2.05668945 * 1280; EvalClassificationError = 0.60000000 * 1280; time = 0.0098s; samplesPerSecond = 130327.7
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 1.97158203 * 1280; EvalClassificationError = 0.57343750 * 1280; time = 0.0099s; samplesPerSecond = 128733.8
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 2.01826172 * 1280; EvalClassificationError = 0.58671875 * 1280; time = 0.0099s; samplesPerSecond = 129720.1
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 2.06821289 * 1280; EvalClassificationError = 0.59218750 * 1280; time = 0.0099s; samplesPerSecond = 129849.1
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 2.13222656 * 1280; EvalClassificationError = 0.59843750 * 1280; time = 0.0100s; samplesPerSecond = 127910.5
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 2.02343750 * 1280; EvalClassificationError = 0.59453125 * 1280; time = 0.0104s; samplesPerSecond = 123393.7
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 1.91674805 * 1280; EvalClassificationError = 0.54921875 * 1280; time = 0.0099s; samplesPerSecond = 128973.8
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 1.85737305 * 1280; EvalClassificationError = 0.54062500 * 1280; time = 0.0099s; samplesPerSecond = 129217.2
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 2.00844727 * 1280; EvalClassificationError = 0.57187500 * 1280; time = 0.0098s; samplesPerSecond = 130844.6
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 1.97211914 * 1280; EvalClassificationError = 0.56015625 * 1280; time = 0.0099s; samplesPerSecond = 129304.7
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 2.05048828 * 1280; EvalClassificationError = 0.59140625 * 1280; time = 0.0099s; samplesPerSecond = 129725.3
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 2.00083008 * 1280; EvalClassificationError = 0.58515625 * 1280; time = 0.0098s; samplesPerSecond = 130813.8
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 2.00952148 * 1280; EvalClassificationError = 0.58125000 * 1280; time = 0.0099s; samplesPerSecond = 129651.8
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 1.96137695 * 1280; EvalClassificationError = 0.57656250 * 1280; time = 0.0098s; samplesPerSecond = 130713.6
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 2.05136719 * 1280; EvalClassificationError = 0.59921875 * 1280; time = 0.0100s; samplesPerSecond = 127974.4
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 2.05971680 * 1280; EvalClassificationError = 0.60078125 * 1280; time = 0.0099s; samplesPerSecond = 129578.3
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 2.00375977 * 1280; EvalClassificationError = 0.57031250 * 1280; time = 0.0098s; samplesPerSecond = 130878.0
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 2.01079102 * 1280; EvalClassificationError = 0.57265625 * 1280; time = 0.0099s; samplesPerSecond = 128717.0
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 2.00078125 * 1280; EvalClassificationError = 0.56562500 * 1280; time = 0.0098s; samplesPerSecond = 129962.4
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 1.89008789 * 1280; EvalClassificationError = 0.56093750 * 1280; time = 0.0098s; samplesPerSecond = 130660.2
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 2.04682617 * 1280; EvalClassificationError = 0.58046875 * 1280; time = 0.0101s; samplesPerSecond = 126528.5
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 1.94707031 * 1280; EvalClassificationError = 0.55546875 * 1280; time = 0.0098s; samplesPerSecond = 130392.7
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 1.95488281 * 1280; EvalClassificationError = 0.58281250 * 1280; time = 0.0098s; samplesPerSecond = 130898.1
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 1.99428711 * 1280; EvalClassificationError = 0.58671875 * 1280; time = 0.0099s; samplesPerSecond = 129924.2
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 1.99052734 * 1280; EvalClassificationError = 0.57109375 * 1280; time = 0.0098s; samplesPerSecond = 131005.3
01/16/2018 22:31:49:  Epoch[ 2 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 1.97758789 * 1280; EvalClassificationError = 0.58593750 * 1280; time = 0.0100s; samplesPerSecond = 127844.0
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 2.00805664 * 1280; EvalClassificationError = 0.57265625 * 1280; time = 0.0098s; samplesPerSecond = 130581.6
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 1.95908203 * 1280; EvalClassificationError = 0.57109375 * 1280; time = 0.0098s; samplesPerSecond = 131100.5
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 1.97832031 * 1280; EvalClassificationError = 0.58359375 * 1280; time = 0.0100s; samplesPerSecond = 128447.0
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 2.05468750 * 1280; EvalClassificationError = 0.60781250 * 1280; time = 0.0100s; samplesPerSecond = 127996.2
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 2.05693359 * 1280; EvalClassificationError = 0.60312500 * 1280; time = 0.0098s; samplesPerSecond = 130404.7
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 1.93364258 * 1280; EvalClassificationError = 0.55546875 * 1280; time = 0.0098s; samplesPerSecond = 130301.1
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 1.97070312 * 1280; EvalClassificationError = 0.56718750 * 1280; time = 0.0099s; samplesPerSecond = 128906.2
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 1.95253906 * 1280; EvalClassificationError = 0.56875000 * 1280; time = 0.0098s; samplesPerSecond = 130799.1
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 1.99418945 * 1280; EvalClassificationError = 0.58437500 * 1280; time = 0.0101s; samplesPerSecond = 127082.5
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 2.00996094 * 1280; EvalClassificationError = 0.59296875 * 1280; time = 0.0098s; samplesPerSecond = 130648.2
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 1.99936523 * 1280; EvalClassificationError = 0.57578125 * 1280; time = 0.0126s; samplesPerSecond = 101764.2
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 1.97416992 * 1280; EvalClassificationError = 0.58437500 * 1280; time = 0.0099s; samplesPerSecond = 129944.0
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 1.94833984 * 1280; EvalClassificationError = 0.56953125 * 1280; time = 0.0098s; samplesPerSecond = 130423.3
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 1.89960938 * 1280; EvalClassificationError = 0.54843750 * 1280; time = 0.0098s; samplesPerSecond = 130748.3
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 1.94145508 * 1280; EvalClassificationError = 0.56093750 * 1280; time = 0.0100s; samplesPerSecond = 127563.7
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 2.00673828 * 1280; EvalClassificationError = 0.57187500 * 1280; time = 0.0098s; samplesPerSecond = 130616.2
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 1.96337891 * 1280; EvalClassificationError = 0.56171875 * 1280; time = 0.0100s; samplesPerSecond = 127623.5
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 2.04506836 * 1280; EvalClassificationError = 0.59453125 * 1280; time = 0.0099s; samplesPerSecond = 129658.3
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 1.92563477 * 1280; EvalClassificationError = 0.55468750 * 1280; time = 0.0099s; samplesPerSecond = 129946.6
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 1.90727539 * 1280; EvalClassificationError = 0.56484375 * 1280; time = 0.0101s; samplesPerSecond = 126621.1
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 1.99858398 * 1280; EvalClassificationError = 0.57031250 * 1280; time = 0.0099s; samplesPerSecond = 128808.9
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 1.88945312 * 1280; EvalClassificationError = 0.53828125 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 1.93017578 * 1280; EvalClassificationError = 0.56328125 * 1280; time = 0.0100s; samplesPerSecond = 128639.3
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 1.91474609 * 1280; EvalClassificationError = 0.55468750 * 1280; time = 0.0101s; samplesPerSecond = 126514.7
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 1.94262695 * 1280; EvalClassificationError = 0.58046875 * 1280; time = 0.0098s; samplesPerSecond = 130788.4
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 1.95854492 * 1280; EvalClassificationError = 0.57890625 * 1280; time = 0.0098s; samplesPerSecond = 130031.1
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 1.98828125 * 1280; EvalClassificationError = 0.56796875 * 1280; time = 0.0098s; samplesPerSecond = 130012.6
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 1.86748047 * 1280; EvalClassificationError = 0.53359375 * 1280; time = 0.0098s; samplesPerSecond = 130634.9
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 1.89072266 * 1280; EvalClassificationError = 0.55078125 * 1280; time = 0.0102s; samplesPerSecond = 125939.6
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 1.94594727 * 1280; EvalClassificationError = 0.58750000 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 1.98364258 * 1280; EvalClassificationError = 0.57187500 * 1280; time = 0.0098s; samplesPerSecond = 130117.0
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 2.01948242 * 1280; EvalClassificationError = 0.57343750 * 1280; time = 0.0098s; samplesPerSecond = 130301.1
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 2.07187500 * 1280; EvalClassificationError = 0.58359375 * 1280; time = 0.0098s; samplesPerSecond = 130803.1
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 1.85981445 * 1280; EvalClassificationError = 0.55312500 * 1280; time = 0.0102s; samplesPerSecond = 125990.5
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 2.01757812 * 1280; EvalClassificationError = 0.56562500 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 1.91083984 * 1280; EvalClassificationError = 0.56484375 * 1280; time = 0.0098s; samplesPerSecond = 130642.9
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 1.85908203 * 1280; EvalClassificationError = 0.55546875 * 1280; time = 0.0099s; samplesPerSecond = 129839.8
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 1.97412109 * 1280; EvalClassificationError = 0.57734375 * 1280; time = 0.0098s; samplesPerSecond = 130640.2
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 1.95659180 * 1280; EvalClassificationError = 0.56093750 * 1280; time = 0.0098s; samplesPerSecond = 130488.4
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 1.96352539 * 1280; EvalClassificationError = 0.57109375 * 1280; time = 0.0104s; samplesPerSecond = 123165.7
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 1.93623047 * 1280; EvalClassificationError = 0.55468750 * 1280; time = 0.0098s; samplesPerSecond = 130859.3
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 1.90351563 * 1280; EvalClassificationError = 0.55390625 * 1280; time = 0.0100s; samplesPerSecond = 128191.0
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 1.93935547 * 1280; EvalClassificationError = 0.55546875 * 1280; time = 0.0101s; samplesPerSecond = 127127.9
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 1.97802734 * 1280; EvalClassificationError = 0.55859375 * 1280; time = 0.0098s; samplesPerSecond = 130645.6
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 1.94008789 * 1280; EvalClassificationError = 0.57890625 * 1280; time = 0.0100s; samplesPerSecond = 128051.2
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 1.99458008 * 1280; EvalClassificationError = 0.58437500 * 1280; time = 0.0100s; samplesPerSecond = 127603.2
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 1.93320312 * 1280; EvalClassificationError = 0.56718750 * 1280; time = 0.0098s; samplesPerSecond = 130366.1
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 1.96147461 * 1280; EvalClassificationError = 0.53984375 * 1280; time = 0.0098s; samplesPerSecond = 130469.8
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 1.96748047 * 1280; EvalClassificationError = 0.58046875 * 1280; time = 0.0101s; samplesPerSecond = 126857.0
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 1.92656250 * 1280; EvalClassificationError = 0.56328125 * 1280; time = 0.0098s; samplesPerSecond = 130485.8
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 1.88803711 * 1280; EvalClassificationError = 0.55390625 * 1280; time = 0.0100s; samplesPerSecond = 127608.2
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 1.91723633 * 1280; EvalClassificationError = 0.55312500 * 1280; time = 0.0100s; samplesPerSecond = 128187.2
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 1.91718750 * 1280; EvalClassificationError = 0.56171875 * 1280; time = 0.0098s; samplesPerSecond = 130624.2
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 1.88188477 * 1280; EvalClassificationError = 0.53359375 * 1280; time = 0.0102s; samplesPerSecond = 125513.6
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 1.84443359 * 1280; EvalClassificationError = 0.55546875 * 1280; time = 0.0098s; samplesPerSecond = 130791.1
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 1.92290039 * 1280; EvalClassificationError = 0.57890625 * 1280; time = 0.0099s; samplesPerSecond = 129196.4
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 1.90244141 * 1280; EvalClassificationError = 0.53906250 * 1280; time = 0.0098s; samplesPerSecond = 129955.8
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 1.85927734 * 1280; EvalClassificationError = 0.53437500 * 1280; time = 0.0098s; samplesPerSecond = 130376.8
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 1.92744141 * 1280; EvalClassificationError = 0.56406250 * 1280; time = 0.0104s; samplesPerSecond = 123656.0
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 1.89628906 * 1280; EvalClassificationError = 0.56562500 * 1280; time = 0.0100s; samplesPerSecond = 127757.3
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 1.88325195 * 1280; EvalClassificationError = 0.55703125 * 1280; time = 0.0098s; samplesPerSecond = 130340.9
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 1.91718750 * 1280; EvalClassificationError = 0.56093750 * 1280; time = 0.0100s; samplesPerSecond = 128354.3
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 1.99916992 * 1280; EvalClassificationError = 0.58906250 * 1280; time = 0.0099s; samplesPerSecond = 129792.4
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 1.84033203 * 1280; EvalClassificationError = 0.54062500 * 1280; time = 0.0098s; samplesPerSecond = 130815.1
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 1.93696289 * 1280; EvalClassificationError = 0.55312500 * 1280; time = 0.0101s; samplesPerSecond = 126153.1
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 1.90332031 * 1280; EvalClassificationError = 0.56406250 * 1280; time = 0.0098s; samplesPerSecond = 130008.6
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 1.91743164 * 1280; EvalClassificationError = 0.56093750 * 1280; time = 0.0101s; samplesPerSecond = 127289.7
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 1.93984375 * 1280; EvalClassificationError = 0.56718750 * 1280; time = 0.0099s; samplesPerSecond = 129116.9
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 1.91303711 * 1280; EvalClassificationError = 0.56328125 * 1280; time = 0.0098s; samplesPerSecond = 130799.1
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 1.81206055 * 1280; EvalClassificationError = 0.54296875 * 1280; time = 0.0103s; samplesPerSecond = 124427.7
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 1.83393555 * 1280; EvalClassificationError = 0.53906250 * 1280; time = 0.0099s; samplesPerSecond = 129876.7
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 1.91406250 * 1280; EvalClassificationError = 0.56562500 * 1280; time = 0.0098s; samplesPerSecond = 130936.9
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 1.80781250 * 1280; EvalClassificationError = 0.52343750 * 1280; time = 0.0099s; samplesPerSecond = 128882.8
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 1.99282227 * 1280; EvalClassificationError = 0.56640625 * 1280; time = 0.0103s; samplesPerSecond = 123927.7
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 1.96875000 * 1280; EvalClassificationError = 0.57734375 * 1280; time = 0.0098s; samplesPerSecond = 130756.3
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 1.99365234 * 1280; EvalClassificationError = 0.56796875 * 1280; time = 0.0099s; samplesPerSecond = 128955.6
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 1.93974609 * 1280; EvalClassificationError = 0.56171875 * 1280; time = 0.0100s; samplesPerSecond = 127960.3
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 1.88159180 * 1280; EvalClassificationError = 0.55390625 * 1280; time = 0.0098s; samplesPerSecond = 130620.2
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 1.89692383 * 1280; EvalClassificationError = 0.55703125 * 1280; time = 0.0101s; samplesPerSecond = 126132.0
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 1.86752930 * 1280; EvalClassificationError = 0.53828125 * 1280; time = 0.0098s; samplesPerSecond = 130053.5
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 1.89907227 * 1280; EvalClassificationError = 0.56015625 * 1280; time = 0.0100s; samplesPerSecond = 127775.1
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 1.84428711 * 1280; EvalClassificationError = 0.53984375 * 1280; time = 0.0098s; samplesPerSecond = 130064.1
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 1.87177734 * 1280; EvalClassificationError = 0.54375000 * 1280; time = 0.0098s; samplesPerSecond = 130777.7
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 1.85351562 * 1280; EvalClassificationError = 0.53437500 * 1280; time = 0.0101s; samplesPerSecond = 126912.4
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 1.90747070 * 1280; EvalClassificationError = 0.54375000 * 1280; time = 0.0100s; samplesPerSecond = 127439.3
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 1.88286133 * 1280; EvalClassificationError = 0.53906250 * 1280; time = 0.0098s; samplesPerSecond = 130355.5
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 1.91958008 * 1280; EvalClassificationError = 0.55625000 * 1280; time = 0.0098s; samplesPerSecond = 130857.9
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 1.85600586 * 1280; EvalClassificationError = 0.56171875 * 1280; time = 0.0098s; samplesPerSecond = 130049.6
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 1.79389648 * 1280; EvalClassificationError = 0.53437500 * 1280; time = 0.0099s; samplesPerSecond = 129179.4
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 1.86528320 * 1280; EvalClassificationError = 0.53828125 * 1280; time = 0.0101s; samplesPerSecond = 126361.1
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 1.90991211 * 1280; EvalClassificationError = 0.56250000 * 1280; time = 0.0098s; samplesPerSecond = 130589.6
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 1.83486328 * 1280; EvalClassificationError = 0.54921875 * 1280; time = 0.0098s; samplesPerSecond = 130870.0
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 1.87402344 * 1280; EvalClassificationError = 0.54453125 * 1280; time = 0.0098s; samplesPerSecond = 129970.4
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 1.91240234 * 1280; EvalClassificationError = 0.55859375 * 1280; time = 0.0098s; samplesPerSecond = 130709.6
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 1.89414062 * 1280; EvalClassificationError = 0.53828125 * 1280; time = 0.0102s; samplesPerSecond = 125587.5
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 1.84750977 * 1280; EvalClassificationError = 0.55468750 * 1280; time = 0.0098s; samplesPerSecond = 130395.4
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 1.85014648 * 1280; EvalClassificationError = 0.54531250 * 1280; time = 0.0098s; samplesPerSecond = 130835.2
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 1.89155273 * 1280; EvalClassificationError = 0.55078125 * 1280; time = 0.0099s; samplesPerSecond = 129167.7
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 1.92373047 * 1280; EvalClassificationError = 0.56562500 * 1280; time = 0.0101s; samplesPerSecond = 127182.2
01/16/2018 22:31:50:  Epoch[ 2 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 1.93627930 * 1280; EvalClassificationError = 0.57109375 * 1280; time = 0.0098s; samplesPerSecond = 130666.9
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 1.86596680 * 1280; EvalClassificationError = 0.53359375 * 1280; time = 0.0098s; samplesPerSecond = 130642.9
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 1.86157227 * 1280; EvalClassificationError = 0.54218750 * 1280; time = 0.0099s; samplesPerSecond = 129696.4
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 1.81528320 * 1280; EvalClassificationError = 0.54140625 * 1280; time = 0.0098s; samplesPerSecond = 130866.0
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 1.83374023 * 1280; EvalClassificationError = 0.54609375 * 1280; time = 0.0101s; samplesPerSecond = 126296.3
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 1.95048828 * 1280; EvalClassificationError = 0.56250000 * 1280; time = 0.0098s; samplesPerSecond = 130760.4
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 1.83564453 * 1280; EvalClassificationError = 0.50937500 * 1280; time = 0.0099s; samplesPerSecond = 129115.6
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 1.91528320 * 1280; EvalClassificationError = 0.56796875 * 1280; time = 0.0099s; samplesPerSecond = 129934.7
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 1.78632813 * 1280; EvalClassificationError = 0.53203125 * 1280; time = 0.0098s; samplesPerSecond = 130248.1
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 1.82470703 * 1280; EvalClassificationError = 0.53046875 * 1280; time = 0.0102s; samplesPerSecond = 125897.5
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 1.76845703 * 1280; EvalClassificationError = 0.52031250 * 1280; time = 0.0099s; samplesPerSecond = 128916.6
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 1.89008789 * 1280; EvalClassificationError = 0.54765625 * 1280; time = 0.0098s; samplesPerSecond = 130911.5
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 1.86621094 * 1280; EvalClassificationError = 0.55312500 * 1280; time = 0.0099s; samplesPerSecond = 129174.2
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 1.95278320 * 1280; EvalClassificationError = 0.56406250 * 1280; time = 0.0099s; samplesPerSecond = 129185.9
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 1.87348633 * 1280; EvalClassificationError = 0.54765625 * 1280; time = 0.0098s; samplesPerSecond = 130257.4
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 1.76274414 * 1280; EvalClassificationError = 0.53046875 * 1280; time = 0.0100s; samplesPerSecond = 128079.4
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 1.85830078 * 1280; EvalClassificationError = 0.54531250 * 1280; time = 0.0098s; samplesPerSecond = 130731.0
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 1.78168945 * 1280; EvalClassificationError = 0.53203125 * 1280; time = 0.0101s; samplesPerSecond = 126716.4
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 1.85166016 * 1280; EvalClassificationError = 0.54765625 * 1280; time = 0.0099s; samplesPerSecond = 129731.9
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 1.89033203 * 1280; EvalClassificationError = 0.56562500 * 1280; time = 0.0098s; samplesPerSecond = 130471.1
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 1.87822266 * 1280; EvalClassificationError = 0.55390625 * 1280; time = 0.0100s; samplesPerSecond = 127799.4
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 1.88325195 * 1280; EvalClassificationError = 0.53359375 * 1280; time = 0.0099s; samplesPerSecond = 129470.8
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 1.87387695 * 1280; EvalClassificationError = 0.55390625 * 1280; time = 0.0098s; samplesPerSecond = 130515.0
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 1.81591797 * 1280; EvalClassificationError = 0.54687500 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 1.79023438 * 1280; EvalClassificationError = 0.53125000 * 1280; time = 0.0100s; samplesPerSecond = 128354.3
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 1.79550781 * 1280; EvalClassificationError = 0.53906250 * 1280; time = 0.0098s; samplesPerSecond = 130848.6
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 1.87519531 * 1280; EvalClassificationError = 0.56328125 * 1280; time = 0.0099s; samplesPerSecond = 129298.2
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 1.88120117 * 1280; EvalClassificationError = 0.53984375 * 1280; time = 0.0098s; samplesPerSecond = 130731.0
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 1.83237305 * 1280; EvalClassificationError = 0.53125000 * 1280; time = 0.0100s; samplesPerSecond = 128120.4
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 1.74414062 * 1280; EvalClassificationError = 0.53593750 * 1280; time = 0.0100s; samplesPerSecond = 127807.0
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 1.81704102 * 1280; EvalClassificationError = 0.54609375 * 1280; time = 0.0098s; samplesPerSecond = 131012.0
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 1.78481445 * 1280; EvalClassificationError = 0.51562500 * 1280; time = 0.0099s; samplesPerSecond = 128990.6
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 1.82099609 * 1280; EvalClassificationError = 0.54140625 * 1280; time = 0.0100s; samplesPerSecond = 127645.1
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 1.77587891 * 1280; EvalClassificationError = 0.52656250 * 1280; time = 0.0098s; samplesPerSecond = 130767.0
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 1.81552734 * 1280; EvalClassificationError = 0.53515625 * 1280; time = 0.0101s; samplesPerSecond = 126477.2
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 1.92480469 * 1280; EvalClassificationError = 0.55703125 * 1280; time = 0.0100s; samplesPerSecond = 128622.5
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 1.79248047 * 1280; EvalClassificationError = 0.53203125 * 1280; time = 0.0098s; samplesPerSecond = 130958.3
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 1.79003906 * 1280; EvalClassificationError = 0.53593750 * 1280; time = 0.0098s; samplesPerSecond = 131109.9
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 1.89414062 * 1280; EvalClassificationError = 0.53984375 * 1280; time = 0.0099s; samplesPerSecond = 128807.6
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 1.79892578 * 1280; EvalClassificationError = 0.52734375 * 1280; time = 0.0098s; samplesPerSecond = 130800.4
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 1.84287109 * 1280; EvalClassificationError = 0.53593750 * 1280; time = 0.0102s; samplesPerSecond = 125094.1
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 1.89697266 * 1280; EvalClassificationError = 0.55546875 * 1280; time = 0.0098s; samplesPerSecond = 130737.6
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 1.79775391 * 1280; EvalClassificationError = 0.53046875 * 1280; time = 0.0099s; samplesPerSecond = 129439.4
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 1.85488281 * 1280; EvalClassificationError = 0.56015625 * 1280; time = 0.0099s; samplesPerSecond = 129912.3
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 1.94218750 * 1280; EvalClassificationError = 0.56562500 * 1280; time = 0.0098s; samplesPerSecond = 130855.3
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 1.82919922 * 1280; EvalClassificationError = 0.53828125 * 1280; time = 0.0102s; samplesPerSecond = 125337.8
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 1.83574219 * 1280; EvalClassificationError = 0.54375000 * 1280; time = 0.0099s; samplesPerSecond = 129668.8
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 1.92539062 * 1280; EvalClassificationError = 0.55078125 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 1.80517578 * 1280; EvalClassificationError = 0.53593750 * 1280; time = 0.0098s; samplesPerSecond = 130152.7
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 1.78427734 * 1280; EvalClassificationError = 0.51953125 * 1280; time = 0.0100s; samplesPerSecond = 128020.5
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 1.90371094 * 1280; EvalClassificationError = 0.55781250 * 1280; time = 0.0098s; samplesPerSecond = 130602.9
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 1.86542969 * 1280; EvalClassificationError = 0.52578125 * 1280; time = 0.0098s; samplesPerSecond = 130002.0
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 1.76494141 * 1280; EvalClassificationError = 0.53203125 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 1.85859375 * 1280; EvalClassificationError = 0.53203125 * 1280; time = 0.0099s; samplesPerSecond = 129696.4
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 1.86923828 * 1280; EvalClassificationError = 0.54218750 * 1280; time = 0.0101s; samplesPerSecond = 126171.8
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 1.77470703 * 1280; EvalClassificationError = 0.53125000 * 1280; time = 0.0098s; samplesPerSecond = 130981.1
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 1.91494141 * 1280; EvalClassificationError = 0.53046875 * 1280; time = 0.0099s; samplesPerSecond = 129309.9
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 1.83779297 * 1280; EvalClassificationError = 0.55156250 * 1280; time = 0.0099s; samplesPerSecond = 129661.0
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 1.87802734 * 1280; EvalClassificationError = 0.54921875 * 1280; time = 0.0098s; samplesPerSecond = 130831.2
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 1.85390625 * 1280; EvalClassificationError = 0.55546875 * 1280; time = 0.0102s; samplesPerSecond = 125081.8
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 1.89677734 * 1280; EvalClassificationError = 0.57109375 * 1280; time = 0.0101s; samplesPerSecond = 127077.4
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 1.87773437 * 1280; EvalClassificationError = 0.54609375 * 1280; time = 0.0098s; samplesPerSecond = 130910.1
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 1.80605469 * 1280; EvalClassificationError = 0.51718750 * 1280; time = 0.0099s; samplesPerSecond = 128973.8
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 1.87099609 * 1280; EvalClassificationError = 0.55312500 * 1280; time = 0.0098s; samplesPerSecond = 130386.1
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 1.80820312 * 1280; EvalClassificationError = 0.52031250 * 1280; time = 0.0100s; samplesPerSecond = 127581.5
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 1.82998047 * 1280; EvalClassificationError = 0.53828125 * 1280; time = 0.0102s; samplesPerSecond = 125827.0
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 1.83310547 * 1280; EvalClassificationError = 0.52890625 * 1280; time = 0.0098s; samplesPerSecond = 130620.2
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 1.82451172 * 1280; EvalClassificationError = 0.54765625 * 1280; time = 0.0098s; samplesPerSecond = 129962.4
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 1.79199219 * 1280; EvalClassificationError = 0.54062500 * 1280; time = 0.0099s; samplesPerSecond = 129781.9
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 1.78281250 * 1280; EvalClassificationError = 0.53828125 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 1.76103516 * 1280; EvalClassificationError = 0.49765625 * 1280; time = 0.0101s; samplesPerSecond = 126696.3
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 1.85654297 * 1280; EvalClassificationError = 0.54062500 * 1280; time = 0.0099s; samplesPerSecond = 129272.0
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 1.78818359 * 1280; EvalClassificationError = 0.54375000 * 1280; time = 0.0098s; samplesPerSecond = 130981.1
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 1.79687500 * 1280; EvalClassificationError = 0.53125000 * 1280; time = 0.0099s; samplesPerSecond = 129083.0
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 1.80751953 * 1280; EvalClassificationError = 0.52500000 * 1280; time = 0.0098s; samplesPerSecond = 130940.9
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 1.79228516 * 1280; EvalClassificationError = 0.52968750 * 1280; time = 0.0098s; samplesPerSecond = 130783.1
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 1.91269531 * 1280; EvalClassificationError = 0.56875000 * 1280; time = 0.0099s; samplesPerSecond = 129676.7
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 1.72646484 * 1280; EvalClassificationError = 0.53593750 * 1280; time = 0.0100s; samplesPerSecond = 127841.5
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 1.83310547 * 1280; EvalClassificationError = 0.52968750 * 1280; time = 0.0098s; samplesPerSecond = 131158.3
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 1.82519531 * 1280; EvalClassificationError = 0.55000000 * 1280; time = 0.0100s; samplesPerSecond = 128412.2
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 1.83955078 * 1280; EvalClassificationError = 0.55703125 * 1280; time = 0.0100s; samplesPerSecond = 128243.7
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 1.87597656 * 1280; EvalClassificationError = 0.55468750 * 1280; time = 0.0099s; samplesPerSecond = 129093.4
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 1.79267578 * 1280; EvalClassificationError = 0.53828125 * 1280; time = 0.0101s; samplesPerSecond = 127345.4
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 1.88330078 * 1280; EvalClassificationError = 0.55625000 * 1280; time = 0.0098s; samplesPerSecond = 131013.3
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 1.86103516 * 1280; EvalClassificationError = 0.54218750 * 1280; time = 0.0100s; samplesPerSecond = 128137.1
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 1.82636719 * 1280; EvalClassificationError = 0.53828125 * 1280; time = 0.0099s; samplesPerSecond = 129205.5
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 1.75820313 * 1280; EvalClassificationError = 0.51562500 * 1280; time = 0.0098s; samplesPerSecond = 130319.7
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 1.77568359 * 1280; EvalClassificationError = 0.51484375 * 1280; time = 0.0098s; samplesPerSecond = 130085.3
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 1.75273437 * 1280; EvalClassificationError = 0.51015625 * 1280; time = 0.0098s; samplesPerSecond = 130926.2
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 1.83798828 * 1280; EvalClassificationError = 0.53046875 * 1280; time = 0.0098s; samplesPerSecond = 130012.6
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 1.79482422 * 1280; EvalClassificationError = 0.53593750 * 1280; time = 0.0101s; samplesPerSecond = 126436.0
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 1.85976563 * 1280; EvalClassificationError = 0.55156250 * 1280; time = 0.0098s; samplesPerSecond = 131052.2
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 1.78027344 * 1280; EvalClassificationError = 0.51640625 * 1280; time = 0.0099s; samplesPerSecond = 129885.9
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 1.83076172 * 1280; EvalClassificationError = 0.55312500 * 1280; time = 0.0098s; samplesPerSecond = 130408.6
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 1.75683594 * 1280; EvalClassificationError = 0.52812500 * 1280; time = 0.0098s; samplesPerSecond = 130720.3
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 1.79853516 * 1280; EvalClassificationError = 0.52343750 * 1280; time = 0.0100s; samplesPerSecond = 127389.8
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 1.77441406 * 1280; EvalClassificationError = 0.53828125 * 1280; time = 0.0100s; samplesPerSecond = 128533.4
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 1.82871094 * 1280; EvalClassificationError = 0.54687500 * 1280; time = 0.0098s; samplesPerSecond = 130539.0
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 1.79003906 * 1280; EvalClassificationError = 0.52812500 * 1280; time = 0.0098s; samplesPerSecond = 129954.5
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 1.84033203 * 1280; EvalClassificationError = 0.54765625 * 1280; time = 0.0098s; samplesPerSecond = 130472.5
01/16/2018 22:31:51:  Epoch[ 2 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 1.86953125 * 1280; EvalClassificationError = 0.54140625 * 1280; time = 0.0103s; samplesPerSecond = 123744.4
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 1.81757813 * 1280; EvalClassificationError = 0.55468750 * 1280; time = 0.0098s; samplesPerSecond = 130771.0
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 1.78007812 * 1280; EvalClassificationError = 0.52109375 * 1280; time = 0.0098s; samplesPerSecond = 130969.1
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 1.82050781 * 1280; EvalClassificationError = 0.53750000 * 1280; time = 0.0099s; samplesPerSecond = 129549.4
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 1.80722656 * 1280; EvalClassificationError = 0.53906250 * 1280; time = 0.0100s; samplesPerSecond = 127622.2
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 1.81425781 * 1280; EvalClassificationError = 0.53437500 * 1280; time = 0.0098s; samplesPerSecond = 130807.1
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 1.82275391 * 1280; EvalClassificationError = 0.52812500 * 1280; time = 0.0099s; samplesPerSecond = 129858.3
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 1.76298828 * 1280; EvalClassificationError = 0.52812500 * 1280; time = 0.0099s; samplesPerSecond = 129785.9
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 1.74589844 * 1280; EvalClassificationError = 0.51406250 * 1280; time = 0.0098s; samplesPerSecond = 130803.1
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 1.81933594 * 1280; EvalClassificationError = 0.53906250 * 1280; time = 0.0100s; samplesPerSecond = 127929.6
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 1.78769531 * 1280; EvalClassificationError = 0.52421875 * 1280; time = 0.0098s; samplesPerSecond = 130931.6
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 1.78427734 * 1280; EvalClassificationError = 0.52031250 * 1280; time = 0.0101s; samplesPerSecond = 126568.5
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 1.73437500 * 1280; EvalClassificationError = 0.53593750 * 1280; time = 0.0098s; samplesPerSecond = 130573.6
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 1.73388672 * 1280; EvalClassificationError = 0.51953125 * 1280; time = 0.0098s; samplesPerSecond = 130763.0
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 1.79765625 * 1280; EvalClassificationError = 0.51718750 * 1280; time = 0.0099s; samplesPerSecond = 129452.5
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 1.74482422 * 1280; EvalClassificationError = 0.51328125 * 1280; time = 0.0102s; samplesPerSecond = 125167.5
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 1.79345703 * 1280; EvalClassificationError = 0.53359375 * 1280; time = 0.0098s; samplesPerSecond = 130910.1
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 1.80322266 * 1280; EvalClassificationError = 0.53359375 * 1280; time = 0.0099s; samplesPerSecond = 129713.5
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 1.74111328 * 1280; EvalClassificationError = 0.53593750 * 1280; time = 0.0098s; samplesPerSecond = 130226.9
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 1.74091797 * 1280; EvalClassificationError = 0.52500000 * 1280; time = 0.0098s; samplesPerSecond = 130895.4
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 1.75488281 * 1280; EvalClassificationError = 0.52578125 * 1280; time = 0.0102s; samplesPerSecond = 125861.6
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 1.78378906 * 1280; EvalClassificationError = 0.53125000 * 1280; time = 0.0098s; samplesPerSecond = 130278.6
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 1.72333984 * 1280; EvalClassificationError = 0.50703125 * 1280; time = 0.0098s; samplesPerSecond = 130857.9
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 1.74658203 * 1280; EvalClassificationError = 0.52265625 * 1280; time = 0.0098s; samplesPerSecond = 130293.2
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 1.81513672 * 1280; EvalClassificationError = 0.53359375 * 1280; time = 0.0098s; samplesPerSecond = 130812.5
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 1.85253906 * 1280; EvalClassificationError = 0.57031250 * 1280; time = 0.0101s; samplesPerSecond = 126207.8
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 1.81054688 * 1280; EvalClassificationError = 0.51953125 * 1280; time = 0.0099s; samplesPerSecond = 129391.0
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 1.75898438 * 1280; EvalClassificationError = 0.51015625 * 1280; time = 0.0099s; samplesPerSecond = 129808.2
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 1.78496094 * 1280; EvalClassificationError = 0.50468750 * 1280; time = 0.0099s; samplesPerSecond = 129175.5
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 1.71972656 * 1280; EvalClassificationError = 0.51562500 * 1280; time = 0.0102s; samplesPerSecond = 125428.7
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 1.71005859 * 1280; EvalClassificationError = 0.52343750 * 1280; time = 0.0098s; samplesPerSecond = 130797.8
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 1.69394531 * 1280; EvalClassificationError = 0.50078125 * 1280; time = 0.0099s; samplesPerSecond = 129274.6
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 1.74550781 * 1280; EvalClassificationError = 0.53593750 * 1280; time = 0.0099s; samplesPerSecond = 129281.2
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 1.78164063 * 1280; EvalClassificationError = 0.53046875 * 1280; time = 0.0098s; samplesPerSecond = 130500.4
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 1.83525391 * 1280; EvalClassificationError = 0.55000000 * 1280; time = 0.0100s; samplesPerSecond = 127394.9
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 1.74892578 * 1280; EvalClassificationError = 0.51015625 * 1280; time = 0.0098s; samplesPerSecond = 130872.7
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 1.77021484 * 1280; EvalClassificationError = 0.50781250 * 1280; time = 0.0100s; samplesPerSecond = 127697.4
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 1.74443359 * 1280; EvalClassificationError = 0.51875000 * 1280; time = 0.0100s; samplesPerSecond = 127432.9
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 1.72851562 * 1280; EvalClassificationError = 0.52343750 * 1280; time = 0.0098s; samplesPerSecond = 131081.7
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 1.76630859 * 1280; EvalClassificationError = 0.52187500 * 1280; time = 0.0098s; samplesPerSecond = 130317.0
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 1.84267578 * 1280; EvalClassificationError = 0.53203125 * 1280; time = 0.0101s; samplesPerSecond = 126165.6
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 1.80429687 * 1280; EvalClassificationError = 0.53984375 * 1280; time = 0.0099s; samplesPerSecond = 129317.7
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 1.71347656 * 1280; EvalClassificationError = 0.50781250 * 1280; time = 0.0098s; samplesPerSecond = 130076.0
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 1.76064453 * 1280; EvalClassificationError = 0.51171875 * 1280; time = 0.0099s; samplesPerSecond = 129945.3
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 1.71699219 * 1280; EvalClassificationError = 0.51250000 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 1.73388672 * 1280; EvalClassificationError = 0.50625000 * 1280; time = 0.0100s; samplesPerSecond = 128035.9
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 1.76826172 * 1280; EvalClassificationError = 0.51953125 * 1280; time = 0.0098s; samplesPerSecond = 129979.6
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 1.71982422 * 1280; EvalClassificationError = 0.51562500 * 1280; time = 0.0100s; samplesPerSecond = 127396.1
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 1.79492188 * 1280; EvalClassificationError = 0.52421875 * 1280; time = 0.0098s; samplesPerSecond = 130179.2
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 1.72734375 * 1280; EvalClassificationError = 0.50625000 * 1280; time = 0.0098s; samplesPerSecond = 130447.2
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 1.75195312 * 1280; EvalClassificationError = 0.52578125 * 1280; time = 0.0101s; samplesPerSecond = 127101.4
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 1.80361328 * 1280; EvalClassificationError = 0.54218750 * 1280; time = 0.0100s; samplesPerSecond = 128550.2
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 1.79296875 * 1280; EvalClassificationError = 0.53437500 * 1280; time = 0.0098s; samplesPerSecond = 130354.2
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 1.81835938 * 1280; EvalClassificationError = 0.55312500 * 1280; time = 0.0098s; samplesPerSecond = 129996.8
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 1.78896484 * 1280; EvalClassificationError = 0.50937500 * 1280; time = 0.0100s; samplesPerSecond = 128009.0
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 1.81806641 * 1280; EvalClassificationError = 0.54218750 * 1280; time = 0.0098s; samplesPerSecond = 130915.5
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 1.78593750 * 1280; EvalClassificationError = 0.53125000 * 1280; time = 0.0099s; samplesPerSecond = 129142.9
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 1.77207031 * 1280; EvalClassificationError = 0.50234375 * 1280; time = 0.0099s; samplesPerSecond = 129145.5
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 1.71826172 * 1280; EvalClassificationError = 0.51093750 * 1280; time = 0.0098s; samplesPerSecond = 130456.5
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 1.75048828 * 1280; EvalClassificationError = 0.50937500 * 1280; time = 0.0103s; samplesPerSecond = 124706.5
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 1.73291016 * 1280; EvalClassificationError = 0.51093750 * 1280; time = 0.0105s; samplesPerSecond = 122082.7
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 1.77509766 * 1280; EvalClassificationError = 0.52265625 * 1280; time = 0.0099s; samplesPerSecond = 129616.3
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 1.78906250 * 1280; EvalClassificationError = 0.53906250 * 1280; time = 0.0099s; samplesPerSecond = 129841.1
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 1.79980469 * 1280; EvalClassificationError = 0.54375000 * 1280; time = 0.0098s; samplesPerSecond = 130481.8
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 1.80966797 * 1280; EvalClassificationError = 0.52265625 * 1280; time = 0.0100s; samplesPerSecond = 127980.8
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 1.77470703 * 1280; EvalClassificationError = 0.52031250 * 1280; time = 0.0101s; samplesPerSecond = 126629.9
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 1.76289063 * 1280; EvalClassificationError = 0.50625000 * 1280; time = 0.0098s; samplesPerSecond = 130705.6
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 1.66474609 * 1280; EvalClassificationError = 0.49140625 * 1280; time = 0.0099s; samplesPerSecond = 128701.4
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 1.77812500 * 1280; EvalClassificationError = 0.53203125 * 1280; time = 0.0100s; samplesPerSecond = 128043.5
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 1.76542969 * 1280; EvalClassificationError = 0.51718750 * 1280; time = 0.0098s; samplesPerSecond = 130898.1
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 1.75791016 * 1280; EvalClassificationError = 0.51328125 * 1280; time = 0.0100s; samplesPerSecond = 128200.0
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 1.77919922 * 1280; EvalClassificationError = 0.51015625 * 1280; time = 0.0099s; samplesPerSecond = 129504.8
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 1.70273437 * 1280; EvalClassificationError = 0.50390625 * 1280; time = 0.0098s; samplesPerSecond = 130769.7
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 1.75019531 * 1280; EvalClassificationError = 0.50625000 * 1280; time = 0.0100s; samplesPerSecond = 128556.7
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 1.72714844 * 1280; EvalClassificationError = 0.51796875 * 1280; time = 0.0098s; samplesPerSecond = 130456.5
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 1.77021484 * 1280; EvalClassificationError = 0.52187500 * 1280; time = 0.0102s; samplesPerSecond = 125691.1
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 1.82333984 * 1280; EvalClassificationError = 0.54296875 * 1280; time = 0.0101s; samplesPerSecond = 126537.2
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 1.79384766 * 1280; EvalClassificationError = 0.53046875 * 1280; time = 0.0099s; samplesPerSecond = 128842.6
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 1.75332031 * 1280; EvalClassificationError = 0.52890625 * 1280; time = 0.0099s; samplesPerSecond = 128767.5
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 1.81640625 * 1280; EvalClassificationError = 0.55000000 * 1280; time = 0.0102s; samplesPerSecond = 125577.6
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 1.72880859 * 1280; EvalClassificationError = 0.50546875 * 1280; time = 0.0098s; samplesPerSecond = 130375.4
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 1.81953125 * 1280; EvalClassificationError = 0.52343750 * 1280; time = 0.0100s; samplesPerSecond = 127398.7
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 1.71884766 * 1280; EvalClassificationError = 0.50546875 * 1280; time = 0.0099s; samplesPerSecond = 128715.7
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 1.72373047 * 1280; EvalClassificationError = 0.51484375 * 1280; time = 0.0098s; samplesPerSecond = 130724.3
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 1.81611328 * 1280; EvalClassificationError = 0.52187500 * 1280; time = 0.0101s; samplesPerSecond = 126765.3
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 1.74863281 * 1280; EvalClassificationError = 0.51562500 * 1280; time = 0.0098s; samplesPerSecond = 130844.6
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 1.72050781 * 1280; EvalClassificationError = 0.50468750 * 1280; time = 0.0098s; samplesPerSecond = 130820.5
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 1.67294922 * 1280; EvalClassificationError = 0.50390625 * 1280; time = 0.0101s; samplesPerSecond = 126855.8
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 1.75947266 * 1280; EvalClassificationError = 0.52734375 * 1280; time = 0.0098s; samplesPerSecond = 130819.2
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 1.70742188 * 1280; EvalClassificationError = 0.50156250 * 1280; time = 0.0099s; samplesPerSecond = 129415.8
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 1.84003906 * 1280; EvalClassificationError = 0.55703125 * 1280; time = 0.0103s; samplesPerSecond = 124485.8
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 1.80351562 * 1280; EvalClassificationError = 0.52968750 * 1280; time = 0.0098s; samplesPerSecond = 131009.3
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 1.72890625 * 1280; EvalClassificationError = 0.53046875 * 1280; time = 0.0099s; samplesPerSecond = 129851.7
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 1.71230469 * 1280; EvalClassificationError = 0.50625000 * 1280; time = 0.0098s; samplesPerSecond = 130173.9
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 1.77216797 * 1280; EvalClassificationError = 0.52109375 * 1280; time = 0.0098s; samplesPerSecond = 130585.6
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 1.69160156 * 1280; EvalClassificationError = 0.48984375 * 1280; time = 0.0103s; samplesPerSecond = 124478.5
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 1.65097656 * 1280; EvalClassificationError = 0.51562500 * 1280; time = 0.0098s; samplesPerSecond = 130420.6
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 1.73085938 * 1280; EvalClassificationError = 0.52890625 * 1280; time = 0.0098s; samplesPerSecond = 130765.7
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 1.75292969 * 1280; EvalClassificationError = 0.52031250 * 1280; time = 0.0099s; samplesPerSecond = 128985.4
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 1.82626953 * 1280; EvalClassificationError = 0.55390625 * 1280; time = 0.0099s; samplesPerSecond = 129805.6
01/16/2018 22:31:52:  Epoch[ 2 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 1.75117188 * 1280; EvalClassificationError = 0.52187500 * 1280; time = 0.0103s; samplesPerSecond = 124126.0
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 1.77197266 * 1280; EvalClassificationError = 0.51796875 * 1280; time = 0.0100s; samplesPerSecond = 127458.3
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 1.73593750 * 1280; EvalClassificationError = 0.53593750 * 1280; time = 0.0098s; samplesPerSecond = 129967.7
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 1.81591797 * 1280; EvalClassificationError = 0.52578125 * 1280; time = 0.0098s; samplesPerSecond = 130099.8
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 1.78974609 * 1280; EvalClassificationError = 0.53593750 * 1280; time = 0.0101s; samplesPerSecond = 126698.8
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 1.71972656 * 1280; EvalClassificationError = 0.50703125 * 1280; time = 0.0098s; samplesPerSecond = 131036.1
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 1.75986328 * 1280; EvalClassificationError = 0.52265625 * 1280; time = 0.0100s; samplesPerSecond = 127932.2
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 1.74130859 * 1280; EvalClassificationError = 0.51796875 * 1280; time = 0.0099s; samplesPerSecond = 129270.7
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 1.80576172 * 1280; EvalClassificationError = 0.51718750 * 1280; time = 0.0098s; samplesPerSecond = 130360.8
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 1.75214844 * 1280; EvalClassificationError = 0.53515625 * 1280; time = 0.0102s; samplesPerSecond = 125183.4
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 1.78886719 * 1280; EvalClassificationError = 0.52656250 * 1280; time = 0.0101s; samplesPerSecond = 127304.9
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 1.80380859 * 1280; EvalClassificationError = 0.53359375 * 1280; time = 0.0098s; samplesPerSecond = 130531.0
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 1.70371094 * 1280; EvalClassificationError = 0.49687500 * 1280; time = 0.0099s; samplesPerSecond = 129792.4
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 1.79228516 * 1280; EvalClassificationError = 0.51796875 * 1280; time = 0.0098s; samplesPerSecond = 130622.9
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 1.67353516 * 1280; EvalClassificationError = 0.51796875 * 1280; time = 0.0100s; samplesPerSecond = 127883.6
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 1.81865234 * 1280; EvalClassificationError = 0.54453125 * 1280; time = 0.0101s; samplesPerSecond = 126667.5
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 1.78291016 * 1280; EvalClassificationError = 0.51953125 * 1280; time = 0.0098s; samplesPerSecond = 130593.6
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 1.74902344 * 1280; EvalClassificationError = 0.50937500 * 1280; time = 0.0100s; samplesPerSecond = 128487.0
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 1.68916016 * 1280; EvalClassificationError = 0.51718750 * 1280; time = 0.0100s; samplesPerSecond = 127439.3
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 1.71132813 * 1280; EvalClassificationError = 0.51093750 * 1280; time = 0.0098s; samplesPerSecond = 130634.9
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 1.69707031 * 1280; EvalClassificationError = 0.52265625 * 1280; time = 0.0100s; samplesPerSecond = 128354.3
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 1.74003906 * 1280; EvalClassificationError = 0.53125000 * 1280; time = 0.0100s; samplesPerSecond = 128462.5
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 1.67949219 * 1280; EvalClassificationError = 0.48984375 * 1280; time = 0.0098s; samplesPerSecond = 130645.6
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 1.66933594 * 1280; EvalClassificationError = 0.48984375 * 1280; time = 0.0099s; samplesPerSecond = 129595.3
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 1.70244141 * 1280; EvalClassificationError = 0.51562500 * 1280; time = 0.0100s; samplesPerSecond = 128153.8
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 1.69833984 * 1280; EvalClassificationError = 0.50156250 * 1280; time = 0.0098s; samplesPerSecond = 130515.0
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 1.75234375 * 1280; EvalClassificationError = 0.52109375 * 1280; time = 0.0100s; samplesPerSecond = 128421.2
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 1.69394531 * 1280; EvalClassificationError = 0.51250000 * 1280; time = 0.0098s; samplesPerSecond = 130392.7
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 1.78945313 * 1280; EvalClassificationError = 0.52187500 * 1280; time = 0.0099s; samplesPerSecond = 129132.5
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 1.71943359 * 1280; EvalClassificationError = 0.51093750 * 1280; time = 0.0100s; samplesPerSecond = 128452.2
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 1.70195312 * 1280; EvalClassificationError = 0.50625000 * 1280; time = 0.0098s; samplesPerSecond = 130690.9
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 1.71826172 * 1280; EvalClassificationError = 0.53281250 * 1280; time = 0.0100s; samplesPerSecond = 127660.4
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 1.66259766 * 1280; EvalClassificationError = 0.49921875 * 1280; time = 0.0099s; samplesPerSecond = 129406.7
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 1.67724609 * 1280; EvalClassificationError = 0.50859375 * 1280; time = 0.0098s; samplesPerSecond = 130481.8
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 1.70615234 * 1280; EvalClassificationError = 0.50390625 * 1280; time = 0.0099s; samplesPerSecond = 129768.7
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 1.67089844 * 1280; EvalClassificationError = 0.49531250 * 1280; time = 0.0098s; samplesPerSecond = 130977.1
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 1.69267578 * 1280; EvalClassificationError = 0.50390625 * 1280; time = 0.0098s; samplesPerSecond = 130800.4
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 1.70224609 * 1280; EvalClassificationError = 0.51875000 * 1280; time = 0.0100s; samplesPerSecond = 128528.3
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 1.66191406 * 1280; EvalClassificationError = 0.48593750 * 1280; time = 0.0098s; samplesPerSecond = 130461.8
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 1.69882812 * 1280; EvalClassificationError = 0.49609375 * 1280; time = 0.0099s; samplesPerSecond = 129921.5
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 1.74003906 * 1280; EvalClassificationError = 0.50703125 * 1280; time = 0.0100s; samplesPerSecond = 128336.2
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 1.66269531 * 1280; EvalClassificationError = 0.50468750 * 1280; time = 0.0098s; samplesPerSecond = 130242.8
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 1.77539062 * 1280; EvalClassificationError = 0.51093750 * 1280; time = 0.0100s; samplesPerSecond = 127584.1
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 1.71650391 * 1280; EvalClassificationError = 0.50781250 * 1280; time = 0.0099s; samplesPerSecond = 129805.6
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 1.67851562 * 1280; EvalClassificationError = 0.49765625 * 1280; time = 0.0098s; samplesPerSecond = 130439.2
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 1.74160156 * 1280; EvalClassificationError = 0.51328125 * 1280; time = 0.0101s; samplesPerSecond = 127208.8
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 1.66357422 * 1280; EvalClassificationError = 0.50000000 * 1280; time = 0.0099s; samplesPerSecond = 129232.9
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 1.76425781 * 1280; EvalClassificationError = 0.50937500 * 1280; time = 0.0098s; samplesPerSecond = 130200.4
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 1.68574219 * 1280; EvalClassificationError = 0.49687500 * 1280; time = 0.0098s; samplesPerSecond = 130387.4
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 1.64238281 * 1280; EvalClassificationError = 0.49062500 * 1280; time = 0.0099s; samplesPerSecond = 129762.2
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 1.69843750 * 1280; EvalClassificationError = 0.50625000 * 1280; time = 0.0101s; samplesPerSecond = 126388.5
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 1.72402344 * 1280; EvalClassificationError = 0.51171875 * 1280; time = 0.0099s; samplesPerSecond = 128908.8
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 1.68554688 * 1280; EvalClassificationError = 0.51328125 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 1.73681641 * 1280; EvalClassificationError = 0.52500000 * 1280; time = 0.0099s; samplesPerSecond = 129197.7
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 1.73066406 * 1280; EvalClassificationError = 0.49531250 * 1280; time = 0.0100s; samplesPerSecond = 128080.7
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 1.73388672 * 1280; EvalClassificationError = 0.52187500 * 1280; time = 0.0098s; samplesPerSecond = 130576.3
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 1.70341797 * 1280; EvalClassificationError = 0.51796875 * 1280; time = 0.0107s; samplesPerSecond = 120021.0
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 1.76865234 * 1280; EvalClassificationError = 0.52968750 * 1280; time = 0.0100s; samplesPerSecond = 128554.1
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 1.64677734 * 1280; EvalClassificationError = 0.50000000 * 1280; time = 0.0098s; samplesPerSecond = 130829.8
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 1.73339844 * 1280; EvalClassificationError = 0.51562500 * 1280; time = 0.0100s; samplesPerSecond = 127804.5
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 1.73681641 * 1280; EvalClassificationError = 0.52109375 * 1280; time = 0.0099s; samplesPerSecond = 129243.3
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 1.67851562 * 1280; EvalClassificationError = 0.47812500 * 1280; time = 0.0099s; samplesPerSecond = 129760.9
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 1.65195312 * 1280; EvalClassificationError = 0.49453125 * 1280; time = 0.0098s; samplesPerSecond = 130922.2
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 1.65683594 * 1280; EvalClassificationError = 0.50078125 * 1280; time = 0.0098s; samplesPerSecond = 130918.2
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 1.75244141 * 1280; EvalClassificationError = 0.50859375 * 1280; time = 0.0099s; samplesPerSecond = 129586.1
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 1.65341797 * 1280; EvalClassificationError = 0.48437500 * 1280; time = 0.0101s; samplesPerSecond = 126230.3
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 1.74033203 * 1280; EvalClassificationError = 0.50937500 * 1280; time = 0.0098s; samplesPerSecond = 130680.3
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 1.67314453 * 1280; EvalClassificationError = 0.50546875 * 1280; time = 0.0098s; samplesPerSecond = 130122.3
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 1.69960938 * 1280; EvalClassificationError = 0.51718750 * 1280; time = 0.0099s; samplesPerSecond = 129703.0
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 1.76074219 * 1280; EvalClassificationError = 0.51406250 * 1280; time = 0.0098s; samplesPerSecond = 131060.3
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 1.69335938 * 1280; EvalClassificationError = 0.50078125 * 1280; time = 0.0100s; samplesPerSecond = 127991.0
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 1.74960937 * 1280; EvalClassificationError = 0.52578125 * 1280; time = 0.0099s; samplesPerSecond = 128834.8
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 1.74130859 * 1280; EvalClassificationError = 0.50781250 * 1280; time = 0.0098s; samplesPerSecond = 130741.7
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 1.71875000 * 1280; EvalClassificationError = 0.52031250 * 1280; time = 0.0100s; samplesPerSecond = 128563.1
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 1.69287109 * 1280; EvalClassificationError = 0.49687500 * 1280; time = 0.0098s; samplesPerSecond = 130729.6
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 1.72626953 * 1280; EvalClassificationError = 0.52968750 * 1280; time = 0.0102s; samplesPerSecond = 125760.2
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 1.69287109 * 1280; EvalClassificationError = 0.51875000 * 1280; time = 0.0099s; samplesPerSecond = 129531.1
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 1.63710938 * 1280; EvalClassificationError = 0.50625000 * 1280; time = 0.0099s; samplesPerSecond = 128908.8
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 1.72851562 * 1280; EvalClassificationError = 0.51484375 * 1280; time = 0.0099s; samplesPerSecond = 129387.0
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 1.67666016 * 1280; EvalClassificationError = 0.49921875 * 1280; time = 0.0102s; samplesPerSecond = 125805.9
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 1.72773438 * 1280; EvalClassificationError = 0.52656250 * 1280; time = 0.0098s; samplesPerSecond = 130900.8
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 1.62939453 * 1280; EvalClassificationError = 0.49296875 * 1280; time = 0.0099s; samplesPerSecond = 128845.2
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 1.71523438 * 1280; EvalClassificationError = 0.51796875 * 1280; time = 0.0100s; samplesPerSecond = 127707.5
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 1.78525391 * 1280; EvalClassificationError = 0.54453125 * 1280; time = 0.0098s; samplesPerSecond = 130618.9
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 1.75859375 * 1280; EvalClassificationError = 0.50703125 * 1280; time = 0.0100s; samplesPerSecond = 128301.5
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 1.73720703 * 1280; EvalClassificationError = 0.52265625 * 1280; time = 0.0098s; samplesPerSecond = 130697.6
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 1.73125000 * 1280; EvalClassificationError = 0.52812500 * 1280; time = 0.0098s; samplesPerSecond = 130749.7
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 1.70117188 * 1280; EvalClassificationError = 0.52187500 * 1280; time = 0.0099s; samplesPerSecond = 128754.5
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 1.72441406 * 1280; EvalClassificationError = 0.52968750 * 1280; time = 0.0098s; samplesPerSecond = 130777.7
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 1.70458984 * 1280; EvalClassificationError = 0.51093750 * 1280; time = 0.0099s; samplesPerSecond = 129684.6
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 1.69160156 * 1280; EvalClassificationError = 0.51171875 * 1280; time = 0.0100s; samplesPerSecond = 127799.4
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 1.68750000 * 1280; EvalClassificationError = 0.51796875 * 1280; time = 0.0098s; samplesPerSecond = 130330.3
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 1.67744141 * 1280; EvalClassificationError = 0.51562500 * 1280; time = 0.0100s; samplesPerSecond = 127858.1
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 1.68691406 * 1280; EvalClassificationError = 0.51796875 * 1280; time = 0.0101s; samplesPerSecond = 126710.1
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 1.69365234 * 1280; EvalClassificationError = 0.51796875 * 1280; time = 0.0098s; samplesPerSecond = 130760.4
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 1.65625000 * 1280; EvalClassificationError = 0.51484375 * 1280; time = 0.0102s; samplesPerSecond = 125844.3
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 1.68173828 * 1280; EvalClassificationError = 0.49218750 * 1280; time = 0.0099s; samplesPerSecond = 128942.6
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 1.57460938 * 1280; EvalClassificationError = 0.47656250 * 1280; time = 0.0098s; samplesPerSecond = 131087.1
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 1.73095703 * 1280; EvalClassificationError = 0.52734375 * 1280; time = 0.0098s; samplesPerSecond = 130568.3
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 1.63574219 * 1280; EvalClassificationError = 0.48593750 * 1280; time = 0.0098s; samplesPerSecond = 130443.2
01/16/2018 22:31:53:  Epoch[ 2 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 1.67128906 * 1280; EvalClassificationError = 0.51562500 * 1280; time = 0.0101s; samplesPerSecond = 127298.6
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 1.66269531 * 1280; EvalClassificationError = 0.49531250 * 1280; time = 0.0101s; samplesPerSecond = 127251.8
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 1.66679687 * 1280; EvalClassificationError = 0.50312500 * 1280; time = 0.0098s; samplesPerSecond = 130849.9
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 1.62324219 * 1280; EvalClassificationError = 0.50312500 * 1280; time = 0.0098s; samplesPerSecond = 130148.8
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 1.70537109 * 1280; EvalClassificationError = 0.50546875 * 1280; time = 0.0100s; samplesPerSecond = 128545.0
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 1.68105469 * 1280; EvalClassificationError = 0.51562500 * 1280; time = 0.0098s; samplesPerSecond = 130419.3
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 1.71835937 * 1280; EvalClassificationError = 0.51171875 * 1280; time = 0.0099s; samplesPerSecond = 128827.1
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 1.64619141 * 1280; EvalClassificationError = 0.51328125 * 1280; time = 0.0098s; samplesPerSecond = 129958.5
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 1.65488281 * 1280; EvalClassificationError = 0.51093750 * 1280; time = 0.0098s; samplesPerSecond = 130982.5
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 1.69609375 * 1280; EvalClassificationError = 0.50859375 * 1280; time = 0.0100s; samplesPerSecond = 127512.9
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 1.67832031 * 1280; EvalClassificationError = 0.50468750 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 1.72304688 * 1280; EvalClassificationError = 0.50312500 * 1280; time = 0.0100s; samplesPerSecond = 127752.2
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 1.70693359 * 1280; EvalClassificationError = 0.48906250 * 1280; time = 0.0099s; samplesPerSecond = 129079.1
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 1.69912109 * 1280; EvalClassificationError = 0.50625000 * 1280; time = 0.0098s; samplesPerSecond = 130531.0
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 1.69873047 * 1280; EvalClassificationError = 0.49843750 * 1280; time = 0.0100s; samplesPerSecond = 128528.3
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 1.69121094 * 1280; EvalClassificationError = 0.51250000 * 1280; time = 0.0102s; samplesPerSecond = 125615.8
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 1.68291016 * 1280; EvalClassificationError = 0.49687500 * 1280; time = 0.0098s; samplesPerSecond = 130800.4
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 1.69960938 * 1280; EvalClassificationError = 0.51718750 * 1280; time = 0.0099s; samplesPerSecond = 129176.8
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 1.69335938 * 1280; EvalClassificationError = 0.50625000 * 1280; time = 0.0100s; samplesPerSecond = 128062.8
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 1.61992187 * 1280; EvalClassificationError = 0.49375000 * 1280; time = 0.0098s; samplesPerSecond = 130955.7
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 1.76435547 * 1280; EvalClassificationError = 0.52734375 * 1280; time = 0.0099s; samplesPerSecond = 128724.7
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 1.67148437 * 1280; EvalClassificationError = 0.51015625 * 1280; time = 0.0099s; samplesPerSecond = 129596.6
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 1.67421875 * 1280; EvalClassificationError = 0.51250000 * 1280; time = 0.0098s; samplesPerSecond = 131001.2
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 1.69326172 * 1280; EvalClassificationError = 0.50859375 * 1280; time = 0.0099s; samplesPerSecond = 129882.0
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 1.74707031 * 1280; EvalClassificationError = 0.53125000 * 1280; time = 0.0098s; samplesPerSecond = 130920.8
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 1.66835938 * 1280; EvalClassificationError = 0.51718750 * 1280; time = 0.0101s; samplesPerSecond = 126908.6
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 1.60361328 * 1280; EvalClassificationError = 0.48828125 * 1280; time = 0.0099s; samplesPerSecond = 129809.5
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 1.67041016 * 1280; EvalClassificationError = 0.48984375 * 1280; time = 0.0098s; samplesPerSecond = 130507.0
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 1.67695313 * 1280; EvalClassificationError = 0.50468750 * 1280; time = 0.0100s; samplesPerSecond = 128413.5
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 1.71826172 * 1280; EvalClassificationError = 0.51484375 * 1280; time = 0.0101s; samplesPerSecond = 126531.0
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 1.66728516 * 1280; EvalClassificationError = 0.49531250 * 1280; time = 0.0098s; samplesPerSecond = 130795.1
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 1.73037109 * 1280; EvalClassificationError = 0.50546875 * 1280; time = 0.0098s; samplesPerSecond = 130309.1
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 1.66894531 * 1280; EvalClassificationError = 0.49296875 * 1280; time = 0.0099s; samplesPerSecond = 129838.5
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 1.72314453 * 1280; EvalClassificationError = 0.52343750 * 1280; time = 0.0098s; samplesPerSecond = 130472.5
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 1.69082031 * 1280; EvalClassificationError = 0.49765625 * 1280; time = 0.0102s; samplesPerSecond = 126032.6
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 1.71865234 * 1280; EvalClassificationError = 0.51484375 * 1280; time = 0.0098s; samplesPerSecond = 130882.0
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 1.62636719 * 1280; EvalClassificationError = 0.48203125 * 1280; time = 0.0099s; samplesPerSecond = 129929.5
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 1.66787109 * 1280; EvalClassificationError = 0.49375000 * 1280; time = 0.0099s; samplesPerSecond = 129647.8
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 1.70175781 * 1280; EvalClassificationError = 0.50546875 * 1280; time = 0.0098s; samplesPerSecond = 130535.0
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 1.66074219 * 1280; EvalClassificationError = 0.49921875 * 1280; time = 0.0100s; samplesPerSecond = 128475.4
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 1.59433594 * 1280; EvalClassificationError = 0.49296875 * 1280; time = 0.0099s; samplesPerSecond = 128669.1
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 1.69121094 * 1280; EvalClassificationError = 0.50468750 * 1280; time = 0.0098s; samplesPerSecond = 130545.6
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 1.60009766 * 1280; EvalClassificationError = 0.47578125 * 1280; time = 0.0099s; samplesPerSecond = 129046.6
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 1.57841797 * 1280; EvalClassificationError = 0.47734375 * 1280; time = 0.0100s; samplesPerSecond = 128604.4
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 1.75712891 * 1280; EvalClassificationError = 0.51875000 * 1280; time = 0.0098s; samplesPerSecond = 131028.1
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 1.65878906 * 1280; EvalClassificationError = 0.49921875 * 1280; time = 0.0100s; samplesPerSecond = 128038.4
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 1.76611328 * 1280; EvalClassificationError = 0.51250000 * 1280; time = 0.0098s; samplesPerSecond = 130756.3
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 1.68027344 * 1280; EvalClassificationError = 0.50937500 * 1280; time = 0.0100s; samplesPerSecond = 127973.1
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 1.67773438 * 1280; EvalClassificationError = 0.49218750 * 1280; time = 0.0100s; samplesPerSecond = 128023.0
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 1.65039062 * 1280; EvalClassificationError = 0.50156250 * 1280; time = 0.0098s; samplesPerSecond = 130785.7
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 1.65253906 * 1280; EvalClassificationError = 0.50000000 * 1280; time = 0.0100s; samplesPerSecond = 127711.4
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 1.60507812 * 1280; EvalClassificationError = 0.48437500 * 1280; time = 0.0098s; samplesPerSecond = 130906.1
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 1.69482422 * 1280; EvalClassificationError = 0.51640625 * 1280; time = 0.0099s; samplesPerSecond = 129389.6
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 1.71113281 * 1280; EvalClassificationError = 0.51640625 * 1280; time = 0.0100s; samplesPerSecond = 128585.1
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 1.69326172 * 1280; EvalClassificationError = 0.49765625 * 1280; time = 0.0099s; samplesPerSecond = 129083.0
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 1.67353516 * 1280; EvalClassificationError = 0.50078125 * 1280; time = 0.0098s; samplesPerSecond = 130920.8
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 1.67783203 * 1280; EvalClassificationError = 0.50156250 * 1280; time = 0.0099s; samplesPerSecond = 129816.1
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 1.69414062 * 1280; EvalClassificationError = 0.52500000 * 1280; time = 0.0098s; samplesPerSecond = 130844.6
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 1.65878906 * 1280; EvalClassificationError = 0.50078125 * 1280; time = 0.0100s; samplesPerSecond = 127994.9
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 1.69892578 * 1280; EvalClassificationError = 0.50156250 * 1280; time = 0.0098s; samplesPerSecond = 129991.5
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 1.65810547 * 1280; EvalClassificationError = 0.49609375 * 1280; time = 0.0098s; samplesPerSecond = 130731.0
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 1.66123047 * 1280; EvalClassificationError = 0.50625000 * 1280; time = 0.0099s; samplesPerSecond = 129756.9
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 1.73183594 * 1280; EvalClassificationError = 0.52734375 * 1280; time = 0.0100s; samplesPerSecond = 128011.5
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 1.62060547 * 1280; EvalClassificationError = 0.47734375 * 1280; time = 0.0098s; samplesPerSecond = 130862.0
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 1.67724609 * 1280; EvalClassificationError = 0.50000000 * 1280; time = 0.0098s; samplesPerSecond = 130061.5
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 1.64111328 * 1280; EvalClassificationError = 0.47734375 * 1280; time = 0.0098s; samplesPerSecond = 130196.4
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 1.73593750 * 1280; EvalClassificationError = 0.53593750 * 1280; time = 0.0098s; samplesPerSecond = 130258.7
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 1.65664063 * 1280; EvalClassificationError = 0.49375000 * 1280; time = 0.0099s; samplesPerSecond = 128902.3
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 1.66181641 * 1280; EvalClassificationError = 0.49921875 * 1280; time = 0.0098s; samplesPerSecond = 130851.2
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 1.72363281 * 1280; EvalClassificationError = 0.50000000 * 1280; time = 0.0100s; samplesPerSecond = 128622.5
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 1.70458984 * 1280; EvalClassificationError = 0.50468750 * 1280; time = 0.0098s; samplesPerSecond = 130261.3
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 1.63164062 * 1280; EvalClassificationError = 0.48750000 * 1280; time = 0.0098s; samplesPerSecond = 131126.0
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 1.55634766 * 1280; EvalClassificationError = 0.47031250 * 1280; time = 0.0099s; samplesPerSecond = 129014.1
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 1.63632812 * 1280; EvalClassificationError = 0.49062500 * 1280; time = 0.0099s; samplesPerSecond = 129767.4
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 1.72216797 * 1280; EvalClassificationError = 0.51640625 * 1280; time = 0.0098s; samplesPerSecond = 130859.3
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 1.71132813 * 1280; EvalClassificationError = 0.51640625 * 1280; time = 0.0100s; samplesPerSecond = 127655.3
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 1.71621094 * 1280; EvalClassificationError = 0.50468750 * 1280; time = 0.0099s; samplesPerSecond = 129520.6
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 1.68867188 * 1280; EvalClassificationError = 0.49453125 * 1280; time = 0.0098s; samplesPerSecond = 130425.9
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 1.62353516 * 1280; EvalClassificationError = 0.48828125 * 1280; time = 0.0099s; samplesPerSecond = 129144.2
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 1.61787109 * 1280; EvalClassificationError = 0.46875000 * 1280; time = 0.0098s; samplesPerSecond = 130967.7
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 1.69140625 * 1280; EvalClassificationError = 0.49609375 * 1280; time = 0.0101s; samplesPerSecond = 126870.8
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 1.58759766 * 1280; EvalClassificationError = 0.47578125 * 1280; time = 0.0098s; samplesPerSecond = 130203.0
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 1.59140625 * 1280; EvalClassificationError = 0.48750000 * 1280; time = 0.0099s; samplesPerSecond = 129639.9
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 1.65341797 * 1280; EvalClassificationError = 0.50781250 * 1280; time = 0.0099s; samplesPerSecond = 129269.4
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 1.64775391 * 1280; EvalClassificationError = 0.50937500 * 1280; time = 0.0101s; samplesPerSecond = 127061.0
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 1.55761719 * 1280; EvalClassificationError = 0.48125000 * 1280; time = 0.0098s; samplesPerSecond = 131034.8
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 1.57812500 * 1280; EvalClassificationError = 0.47500000 * 1280; time = 0.0099s; samplesPerSecond = 129308.6
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 1.67832031 * 1280; EvalClassificationError = 0.51250000 * 1280; time = 0.0098s; samplesPerSecond = 130487.1
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 1.63554687 * 1280; EvalClassificationError = 0.49609375 * 1280; time = 0.0098s; samplesPerSecond = 130741.7
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 1.63876953 * 1280; EvalClassificationError = 0.48593750 * 1280; time = 0.0099s; samplesPerSecond = 129332.1
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 1.60673828 * 1280; EvalClassificationError = 0.49765625 * 1280; time = 0.0098s; samplesPerSecond = 130878.0
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 1.57421875 * 1280; EvalClassificationError = 0.49453125 * 1280; time = 0.0101s; samplesPerSecond = 126201.6
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 1.64960938 * 1280; EvalClassificationError = 0.49453125 * 1280; time = 0.0099s; samplesPerSecond = 129057.0
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 1.67890625 * 1280; EvalClassificationError = 0.50546875 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 1.69912109 * 1280; EvalClassificationError = 0.49687500 * 1280; time = 0.0100s; samplesPerSecond = 127916.9
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 1.62822266 * 1280; EvalClassificationError = 0.48828125 * 1280; time = 0.0100s; samplesPerSecond = 128120.4
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 1.73144531 * 1280; EvalClassificationError = 0.51484375 * 1280; time = 0.0098s; samplesPerSecond = 130537.7
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 1.58427734 * 1280; EvalClassificationError = 0.48125000 * 1280; time = 0.0100s; samplesPerSecond = 128430.2
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 1.62470703 * 1280; EvalClassificationError = 0.50078125 * 1280; time = 0.0099s; samplesPerSecond = 129067.4
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 1.60839844 * 1280; EvalClassificationError = 0.49140625 * 1280; time = 0.0098s; samplesPerSecond = 130943.6
01/16/2018 22:31:54:  Epoch[ 2 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 1.68544922 * 1280; EvalClassificationError = 0.49609375 * 1280; time = 0.0100s; samplesPerSecond = 128123.0
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 1.69765625 * 1280; EvalClassificationError = 0.50625000 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 1.58007812 * 1280; EvalClassificationError = 0.48671875 * 1280; time = 0.0098s; samplesPerSecond = 130880.7
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 1.62285156 * 1280; EvalClassificationError = 0.48906250 * 1280; time = 0.0101s; samplesPerSecond = 126305.0
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 1.70224609 * 1280; EvalClassificationError = 0.52031250 * 1280; time = 0.0098s; samplesPerSecond = 131058.9
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 1.71171875 * 1280; EvalClassificationError = 0.51406250 * 1280; time = 0.0100s; samplesPerSecond = 127635.0
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 1.69150391 * 1280; EvalClassificationError = 0.49687500 * 1280; time = 0.0098s; samplesPerSecond = 130269.3
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 1.69287109 * 1280; EvalClassificationError = 0.50312500 * 1280; time = 0.0098s; samplesPerSecond = 130928.9
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 1.62763672 * 1280; EvalClassificationError = 0.47343750 * 1280; time = 0.0100s; samplesPerSecond = 128049.9
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 1.64345703 * 1280; EvalClassificationError = 0.50234375 * 1280; time = 0.0100s; samplesPerSecond = 127370.8
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 1.68867188 * 1280; EvalClassificationError = 0.51093750 * 1280; time = 0.0098s; samplesPerSecond = 130977.1
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 1.66035156 * 1280; EvalClassificationError = 0.48671875 * 1280; time = 0.0100s; samplesPerSecond = 127904.1
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 1.60156250 * 1280; EvalClassificationError = 0.47187500 * 1280; time = 0.0100s; samplesPerSecond = 127632.4
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 1.65576172 * 1280; EvalClassificationError = 0.49609375 * 1280; time = 0.0098s; samplesPerSecond = 130896.7
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 1.68359375 * 1280; EvalClassificationError = 0.50937500 * 1280; time = 0.0099s; samplesPerSecond = 129724.0
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 1.64355469 * 1280; EvalClassificationError = 0.49687500 * 1280; time = 0.0098s; samplesPerSecond = 130102.5
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 1.65664063 * 1280; EvalClassificationError = 0.50546875 * 1280; time = 0.0101s; samplesPerSecond = 126270.1
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 1.64394531 * 1280; EvalClassificationError = 0.48359375 * 1280; time = 0.0099s; samplesPerSecond = 129105.1
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 1.65205078 * 1280; EvalClassificationError = 0.49687500 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 1.63271484 * 1280; EvalClassificationError = 0.48828125 * 1280; time = 0.0098s; samplesPerSecond = 130095.8
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 1.63876953 * 1280; EvalClassificationError = 0.47812500 * 1280; time = 0.0100s; samplesPerSecond = 128396.7
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 1.60839844 * 1280; EvalClassificationError = 0.48828125 * 1280; time = 0.0098s; samplesPerSecond = 131105.9
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 1.70488281 * 1280; EvalClassificationError = 0.52343750 * 1280; time = 0.0099s; samplesPerSecond = 129448.5
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 1.65576172 * 1280; EvalClassificationError = 0.48359375 * 1280; time = 0.0099s; samplesPerSecond = 129947.9
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 1.64355469 * 1280; EvalClassificationError = 0.49296875 * 1280; time = 0.0098s; samplesPerSecond = 130489.7
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 1.59912109 * 1280; EvalClassificationError = 0.46718750 * 1280; time = 0.0100s; samplesPerSecond = 127636.2
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 1.61982422 * 1280; EvalClassificationError = 0.47656250 * 1280; time = 0.0098s; samplesPerSecond = 130496.4
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 1.62089844 * 1280; EvalClassificationError = 0.48593750 * 1280; time = 0.0101s; samplesPerSecond = 126421.0
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 1.55283203 * 1280; EvalClassificationError = 0.47656250 * 1280; time = 0.0100s; samplesPerSecond = 127497.7
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 1.59443359 * 1280; EvalClassificationError = 0.47343750 * 1280; time = 0.0098s; samplesPerSecond = 130610.9
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 1.64130859 * 1280; EvalClassificationError = 0.50156250 * 1280; time = 0.0101s; samplesPerSecond = 126984.1
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 1.62802734 * 1280; EvalClassificationError = 0.48281250 * 1280; time = 0.0098s; samplesPerSecond = 130021.8
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 1.67724609 * 1280; EvalClassificationError = 0.50000000 * 1280; time = 0.0098s; samplesPerSecond = 130755.0
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 1.57812500 * 1280; EvalClassificationError = 0.47812500 * 1280; time = 0.0098s; samplesPerSecond = 130509.7
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 1.64238281 * 1280; EvalClassificationError = 0.47812500 * 1280; time = 0.0101s; samplesPerSecond = 126432.2
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 1.65283203 * 1280; EvalClassificationError = 0.50000000 * 1280; time = 0.0098s; samplesPerSecond = 130744.3
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 1.56972656 * 1280; EvalClassificationError = 0.47734375 * 1280; time = 0.0098s; samplesPerSecond = 130487.1
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 1.66943359 * 1280; EvalClassificationError = 0.49609375 * 1280; time = 0.0098s; samplesPerSecond = 130384.7
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 1.64941406 * 1280; EvalClassificationError = 0.47812500 * 1280; time = 0.0098s; samplesPerSecond = 130690.9
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 1.68427734 * 1280; EvalClassificationError = 0.50078125 * 1280; time = 0.0099s; samplesPerSecond = 128658.7
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 1.68076172 * 1280; EvalClassificationError = 0.50156250 * 1280; time = 0.0098s; samplesPerSecond = 130832.5
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 1.60576172 * 1280; EvalClassificationError = 0.48906250 * 1280; time = 0.0100s; samplesPerSecond = 127817.2
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 1.61738281 * 1280; EvalClassificationError = 0.47812500 * 1280; time = 0.0099s; samplesPerSecond = 128886.7
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 1.59775391 * 1280; EvalClassificationError = 0.49218750 * 1280; time = 0.0098s; samplesPerSecond = 130939.6
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 1.66523438 * 1280; EvalClassificationError = 0.49687500 * 1280; time = 0.0099s; samplesPerSecond = 128928.3
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 1.63769531 * 1280; EvalClassificationError = 0.48671875 * 1280; time = 0.0101s; samplesPerSecond = 126583.5
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 1.63154297 * 1280; EvalClassificationError = 0.48984375 * 1280; time = 0.0098s; samplesPerSecond = 130678.9
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 1.54218750 * 1280; EvalClassificationError = 0.47578125 * 1280; time = 0.0098s; samplesPerSecond = 130119.6
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 1.60556641 * 1280; EvalClassificationError = 0.48203125 * 1280; time = 0.0098s; samplesPerSecond = 130588.3
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 1.60634766 * 1280; EvalClassificationError = 0.47187500 * 1280; time = 0.0098s; samplesPerSecond = 130777.7
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 1.61601562 * 1280; EvalClassificationError = 0.48046875 * 1280; time = 0.0103s; samplesPerSecond = 124784.3
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 1.61406250 * 1280; EvalClassificationError = 0.48515625 * 1280; time = 0.0098s; samplesPerSecond = 130459.2
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 1.63769531 * 1280; EvalClassificationError = 0.52734375 * 1280; time = 0.0098s; samplesPerSecond = 130785.7
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 1.60468750 * 1280; EvalClassificationError = 0.49296875 * 1280; time = 0.0101s; samplesPerSecond = 126260.1
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 1.60859375 * 1280; EvalClassificationError = 0.48359375 * 1280; time = 0.0098s; samplesPerSecond = 130803.1
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 1.64628906 * 1280; EvalClassificationError = 0.49921875 * 1280; time = 0.0100s; samplesPerSecond = 128318.2
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 1.64667969 * 1280; EvalClassificationError = 0.51484375 * 1280; time = 0.0099s; samplesPerSecond = 129901.8
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 1.66123047 * 1280; EvalClassificationError = 0.51093750 * 1280; time = 0.0098s; samplesPerSecond = 130843.2
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 1.61289062 * 1280; EvalClassificationError = 0.49218750 * 1280; time = 0.0099s; samplesPerSecond = 129201.6
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 1.66230469 * 1280; EvalClassificationError = 0.49687500 * 1280; time = 0.0102s; samplesPerSecond = 125815.8
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 1.62480469 * 1280; EvalClassificationError = 0.48437500 * 1280; time = 0.0098s; samplesPerSecond = 130938.3
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 1.61279297 * 1280; EvalClassificationError = 0.47968750 * 1280; time = 0.0099s; samplesPerSecond = 129027.1
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 1.60791016 * 1280; EvalClassificationError = 0.49765625 * 1280; time = 0.0098s; samplesPerSecond = 130253.4
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 1.67607422 * 1280; EvalClassificationError = 0.50781250 * 1280; time = 0.0100s; samplesPerSecond = 127882.3
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 1.62363281 * 1280; EvalClassificationError = 0.47578125 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 1.59531250 * 1280; EvalClassificationError = 0.46640625 * 1280; time = 0.0098s; samplesPerSecond = 130609.6
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 1.64140625 * 1280; EvalClassificationError = 0.50000000 * 1280; time = 0.0100s; samplesPerSecond = 128108.9
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 1.62900391 * 1280; EvalClassificationError = 0.50937500 * 1280; time = 0.0099s; samplesPerSecond = 128762.3
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 1.68583984 * 1280; EvalClassificationError = 0.50703125 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 1.61250000 * 1280; EvalClassificationError = 0.48671875 * 1280; time = 0.0098s; samplesPerSecond = 130126.3
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 1.59843750 * 1280; EvalClassificationError = 0.49843750 * 1280; time = 0.0103s; samplesPerSecond = 124721.1
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 1.59033203 * 1280; EvalClassificationError = 0.49218750 * 1280; time = 0.0098s; samplesPerSecond = 130257.4
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 1.61982422 * 1280; EvalClassificationError = 0.48125000 * 1280; time = 0.0099s; samplesPerSecond = 129003.6
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 1.67187500 * 1280; EvalClassificationError = 0.51796875 * 1280; time = 0.0099s; samplesPerSecond = 129599.3
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 1.58242188 * 1280; EvalClassificationError = 0.48515625 * 1280; time = 0.0098s; samplesPerSecond = 130690.9
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 1.56015625 * 1280; EvalClassificationError = 0.48750000 * 1280; time = 0.0098s; samplesPerSecond = 130031.1
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 1.65126953 * 1280; EvalClassificationError = 0.51562500 * 1280; time = 0.0098s; samplesPerSecond = 130946.3
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 1.63437500 * 1280; EvalClassificationError = 0.49609375 * 1280; time = 0.0100s; samplesPerSecond = 127961.6
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 1.62841797 * 1280; EvalClassificationError = 0.49296875 * 1280; time = 0.0098s; samplesPerSecond = 130580.3
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 1.59267578 * 1280; EvalClassificationError = 0.47031250 * 1280; time = 0.0098s; samplesPerSecond = 131032.1
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 1.66962891 * 1280; EvalClassificationError = 0.50390625 * 1280; time = 0.0100s; samplesPerSecond = 128035.9
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 1.59101563 * 1280; EvalClassificationError = 0.48984375 * 1280; time = 0.0098s; samplesPerSecond = 130943.6
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 1.61875000 * 1280; EvalClassificationError = 0.48984375 * 1280; time = 0.0098s; samplesPerSecond = 130716.3
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 1.61210937 * 1280; EvalClassificationError = 0.50937500 * 1280; time = 0.0100s; samplesPerSecond = 127886.2
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 1.57001953 * 1280; EvalClassificationError = 0.46875000 * 1280; time = 0.0101s; samplesPerSecond = 126673.7
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 1.61347656 * 1280; EvalClassificationError = 0.49218750 * 1280; time = 0.0098s; samplesPerSecond = 131017.3
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 1.66044922 * 1280; EvalClassificationError = 0.49140625 * 1280; time = 0.0099s; samplesPerSecond = 129014.1
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 1.63710938 * 1280; EvalClassificationError = 0.48203125 * 1280; time = 0.0098s; samplesPerSecond = 130875.3
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 1.62773437 * 1280; EvalClassificationError = 0.48750000 * 1280; time = 0.0098s; samplesPerSecond = 130147.4
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 1.54853516 * 1280; EvalClassificationError = 0.47968750 * 1280; time = 0.0098s; samplesPerSecond = 130468.5
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 1.63173828 * 1280; EvalClassificationError = 0.50625000 * 1280; time = 0.0098s; samplesPerSecond = 130563.0
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 1.66552734 * 1280; EvalClassificationError = 0.50859375 * 1280; time = 0.0100s; samplesPerSecond = 128073.0
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 1.65927734 * 1280; EvalClassificationError = 0.47812500 * 1280; time = 0.0100s; samplesPerSecond = 127637.5
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 1.58281250 * 1280; EvalClassificationError = 0.48203125 * 1280; time = 0.0098s; samplesPerSecond = 130962.4
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 1.60302734 * 1280; EvalClassificationError = 0.47812500 * 1280; time = 0.0099s; samplesPerSecond = 129638.6
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 1.54863281 * 1280; EvalClassificationError = 0.47656250 * 1280; time = 0.0099s; samplesPerSecond = 129291.6
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 1.73720703 * 1280; EvalClassificationError = 0.50859375 * 1280; time = 0.0098s; samplesPerSecond = 130533.7
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 1.61406250 * 1280; EvalClassificationError = 0.49687500 * 1280; time = 0.0100s; samplesPerSecond = 128418.6
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 1.61894531 * 1280; EvalClassificationError = 0.50859375 * 1280; time = 0.0098s; samplesPerSecond = 130561.6
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 1.61093750 * 1280; EvalClassificationError = 0.49062500 * 1280; time = 0.0098s; samplesPerSecond = 130459.2
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 1.60253906 * 1280; EvalClassificationError = 0.48671875 * 1280; time = 0.0100s; samplesPerSecond = 128148.7
01/16/2018 22:31:55:  Epoch[ 2 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 1.63740234 * 1280; EvalClassificationError = 0.48671875 * 1280; time = 0.0098s; samplesPerSecond = 130775.0
01/16/2018 22:31:56:  Epoch[ 2 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 1.60488281 * 1280; EvalClassificationError = 0.48984375 * 1280; time = 0.0099s; samplesPerSecond = 129063.5
01/16/2018 22:31:56:  Epoch[ 2 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 1.62060547 * 1280; EvalClassificationError = 0.50781250 * 1280; time = 0.0098s; samplesPerSecond = 130923.5
01/16/2018 22:31:56:  Epoch[ 2 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 1.62138672 * 1280; EvalClassificationError = 0.49453125 * 1280; time = 0.0098s; samplesPerSecond = 130983.8
01/16/2018 22:31:56:  Epoch[ 2 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 1.59775391 * 1280; EvalClassificationError = 0.47421875 * 1280; time = 0.0100s; samplesPerSecond = 127647.7
01/16/2018 22:31:56:  Epoch[ 2 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 1.64765625 * 1280; EvalClassificationError = 0.48203125 * 1280; time = 0.0098s; samplesPerSecond = 130617.6
01/16/2018 22:31:56:  Epoch[ 2 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 1.69287109 * 1280; EvalClassificationError = 0.49531250 * 1280; time = 0.0098s; samplesPerSecond = 130507.0
01/16/2018 22:31:56:  Epoch[ 2 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 1.61484375 * 1280; EvalClassificationError = 0.49296875 * 1280; time = 0.0099s; samplesPerSecond = 128742.8
01/16/2018 22:31:56:  Epoch[ 2 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 1.72128906 * 1280; EvalClassificationError = 0.49296875 * 1280; time = 0.0098s; samplesPerSecond = 130969.1
01/16/2018 22:31:56:  Epoch[ 2 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 1.60478516 * 1280; EvalClassificationError = 0.47812500 * 1280; time = 0.0100s; samplesPerSecond = 128356.8
01/16/2018 22:31:56:  Epoch[ 2 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 1.68632812 * 1280; EvalClassificationError = 0.50390625 * 1280; time = 0.0098s; samplesPerSecond = 129955.8
01/16/2018 22:31:56:  Epoch[ 2 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 1.60253906 * 1280; EvalClassificationError = 0.49140625 * 1280; time = 0.0098s; samplesPerSecond = 131009.3
01/16/2018 22:31:56:  Epoch[ 2 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 1.62441406 * 1280; EvalClassificationError = 0.49531250 * 1280; time = 0.0100s; samplesPerSecond = 128015.4
01/16/2018 22:31:56:  Epoch[ 2 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 1.64863281 * 1280; EvalClassificationError = 0.49218750 * 1280; time = 0.0100s; samplesPerSecond = 128026.9
01/16/2018 22:31:56:  Epoch[ 2 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 1.58847656 * 1280; EvalClassificationError = 0.47656250 * 1280; time = 0.0098s; samplesPerSecond = 130115.7
01/16/2018 22:31:56:  Epoch[ 2 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 1.59277344 * 1280; EvalClassificationError = 0.47578125 * 1280; time = 0.0099s; samplesPerSecond = 129384.4
01/16/2018 22:31:56:  Epoch[ 2 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 1.61582031 * 1280; EvalClassificationError = 0.49062500 * 1280; time = 0.0098s; samplesPerSecond = 130875.3
01/16/2018 22:31:56:  Epoch[ 2 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 1.66347656 * 1280; EvalClassificationError = 0.51953125 * 1280; time = 0.0098s; samplesPerSecond = 130820.5
01/16/2018 22:31:56:  Epoch[ 2 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 1.68320312 * 1280; EvalClassificationError = 0.49375000 * 1280; time = 0.0099s; samplesPerSecond = 129245.9
01/16/2018 22:31:56:  Epoch[ 2 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 1.65468750 * 1280; EvalClassificationError = 0.49453125 * 1280; time = 0.0098s; samplesPerSecond = 131120.7
01/16/2018 22:31:56:  Epoch[ 2 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 1.57050781 * 1280; EvalClassificationError = 0.45546875 * 1280; time = 0.0100s; samplesPerSecond = 128557.9
01/16/2018 22:31:56:  Epoch[ 2 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 1.63886719 * 1280; EvalClassificationError = 0.48046875 * 1280; time = 0.0098s; samplesPerSecond = 130013.9
01/16/2018 22:31:56:  Epoch[ 2 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 1.56289063 * 1280; EvalClassificationError = 0.47343750 * 1280; time = 0.0098s; samplesPerSecond = 130886.0
01/16/2018 22:31:56:  Epoch[ 2 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 1.57949219 * 1280; EvalClassificationError = 0.49296875 * 1280; time = 0.0098s; samplesPerSecond = 130175.2
01/16/2018 22:31:56:  Epoch[ 2 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 1.55507813 * 1280; EvalClassificationError = 0.46406250 * 1280; time = 0.0101s; samplesPerSecond = 127215.1
01/16/2018 22:31:56:  Epoch[ 2 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 1.63730469 * 1280; EvalClassificationError = 0.49921875 * 1280; time = 0.0098s; samplesPerSecond = 130536.3
01/16/2018 22:31:56: Finished Epoch[ 2 of 25]: [Training] CrossEntropyWithSoftmax = 1.89703291 * 1124823; EvalClassificationError = 0.55292522 * 1124823; totalSamplesSeen = 2249646; learningRatePerSample = 0.0078125; epochTime=8.94564s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:31:56: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.62101350 * 122487; perplexity = 5.05821423; EvalClassificationError = 0.49443614 * 122487
01/16/2018 22:31:56: Finished Epoch[ 2 of 25]: [Validate] CrossEntropyWithSoftmax = 1.62101350 * 122487; EvalClassificationError = 0.49443614 * 122487
01/16/2018 22:31:56: SGD: Saving checkpoint model '/tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.2'

01/16/2018 22:31:56: Starting Epoch 3: learning rate per sample = 0.007812  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 2: frames [2249646..3374469] (first utterance at frame 2249646), data subset 0 of 1, with 1 datapasses

01/16/2018 22:31:57: Starting minibatch loop.
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 1.46933670 * 1280; EvalClassificationError = 0.43984375 * 1280; time = 0.0103s; samplesPerSecond = 124508.8
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 1.64514942 * 1280; EvalClassificationError = 0.50078125 * 1280; time = 0.0098s; samplesPerSecond = 130252.1
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 1.56308918 * 1280; EvalClassificationError = 0.47890625 * 1280; time = 0.0098s; samplesPerSecond = 130728.3
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 1.58292389 * 1280; EvalClassificationError = 0.47265625 * 1280; time = 0.0099s; samplesPerSecond = 129532.4
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 1.57873268 * 1280; EvalClassificationError = 0.46015625 * 1280; time = 0.0101s; samplesPerSecond = 127126.6
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 1.60338058 * 1280; EvalClassificationError = 0.48750000 * 1280; time = 0.0098s; samplesPerSecond = 130727.0
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 1.58010330 * 1280; EvalClassificationError = 0.48046875 * 1280; time = 0.0098s; samplesPerSecond = 130747.0
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 1.65605240 * 1280; EvalClassificationError = 0.51406250 * 1280; time = 0.0099s; samplesPerSecond = 129306.0
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 1.56976242 * 1280; EvalClassificationError = 0.48515625 * 1280; time = 0.0098s; samplesPerSecond = 130828.5
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 1.59808502 * 1280; EvalClassificationError = 0.47734375 * 1280; time = 0.0160s; samplesPerSecond = 79994.0
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 1.53501129 * 1280; EvalClassificationError = 0.47734375 * 1280; time = 0.0112s; samplesPerSecond = 114467.6
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 1.56160736 * 1280; EvalClassificationError = 0.47734375 * 1280; time = 0.0098s; samplesPerSecond = 131036.1
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 1.65381165 * 1280; EvalClassificationError = 0.49218750 * 1280; time = 0.0097s; samplesPerSecond = 131369.6
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 1.64887390 * 1280; EvalClassificationError = 0.47968750 * 1280; time = 0.0102s; samplesPerSecond = 125391.8
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 1.57890015 * 1280; EvalClassificationError = 0.48906250 * 1280; time = 0.0098s; samplesPerSecond = 131119.3
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 1.64542236 * 1280; EvalClassificationError = 0.51406250 * 1280; time = 0.0098s; samplesPerSecond = 131148.9
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 1.58488159 * 1280; EvalClassificationError = 0.48125000 * 1280; time = 0.0098s; samplesPerSecond = 130297.1
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 1.58412476 * 1280; EvalClassificationError = 0.47421875 * 1280; time = 0.0098s; samplesPerSecond = 130801.8
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 1.57503357 * 1280; EvalClassificationError = 0.48437500 * 1280; time = 0.0099s; samplesPerSecond = 129900.4
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 1.59093018 * 1280; EvalClassificationError = 0.48828125 * 1280; time = 0.0098s; samplesPerSecond = 130620.2
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 1.52200623 * 1280; EvalClassificationError = 0.47890625 * 1280; time = 0.0097s; samplesPerSecond = 131453.3
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 1.48273315 * 1280; EvalClassificationError = 0.44687500 * 1280; time = 0.0098s; samplesPerSecond = 130979.8
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 1.54641724 * 1280; EvalClassificationError = 0.44921875 * 1280; time = 0.0100s; samplesPerSecond = 127465.9
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 1.60102234 * 1280; EvalClassificationError = 0.48515625 * 1280; time = 0.0098s; samplesPerSecond = 131154.3
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 1.58492737 * 1280; EvalClassificationError = 0.48437500 * 1280; time = 0.0098s; samplesPerSecond = 131010.6
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 1.61822205 * 1280; EvalClassificationError = 0.49687500 * 1280; time = 0.0098s; samplesPerSecond = 131240.3
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 1.56275024 * 1280; EvalClassificationError = 0.47343750 * 1280; time = 0.0098s; samplesPerSecond = 131111.3
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 1.58274841 * 1280; EvalClassificationError = 0.47031250 * 1280; time = 0.0098s; samplesPerSecond = 130859.3
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 1.54617004 * 1280; EvalClassificationError = 0.44218750 * 1280; time = 0.0099s; samplesPerSecond = 129200.3
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 1.54302673 * 1280; EvalClassificationError = 0.46796875 * 1280; time = 0.0099s; samplesPerSecond = 129604.5
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 1.62852173 * 1280; EvalClassificationError = 0.48906250 * 1280; time = 0.0098s; samplesPerSecond = 131240.3
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 1.61197205 * 1280; EvalClassificationError = 0.47968750 * 1280; time = 0.0097s; samplesPerSecond = 131288.8
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 1.61394653 * 1280; EvalClassificationError = 0.48984375 * 1280; time = 0.0098s; samplesPerSecond = 131075.0
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 1.56251221 * 1280; EvalClassificationError = 0.45625000 * 1280; time = 0.0098s; samplesPerSecond = 130928.9
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 1.62730713 * 1280; EvalClassificationError = 0.47968750 * 1280; time = 0.0098s; samplesPerSecond = 130455.2
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 1.61164551 * 1280; EvalClassificationError = 0.47500000 * 1280; time = 0.0098s; samplesPerSecond = 131103.2
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 1.62770386 * 1280; EvalClassificationError = 0.48828125 * 1280; time = 0.0098s; samplesPerSecond = 131130.1
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 1.57985840 * 1280; EvalClassificationError = 0.49765625 * 1280; time = 0.0098s; samplesPerSecond = 130646.9
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 1.57280884 * 1280; EvalClassificationError = 0.47578125 * 1280; time = 0.0100s; samplesPerSecond = 127497.7
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 1.56242065 * 1280; EvalClassificationError = 0.46875000 * 1280; time = 0.0098s; samplesPerSecond = 130572.3
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 1.56797485 * 1280; EvalClassificationError = 0.48046875 * 1280; time = 0.0098s; samplesPerSecond = 131040.1
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 1.57709351 * 1280; EvalClassificationError = 0.48203125 * 1280; time = 0.0098s; samplesPerSecond = 130504.4
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 1.57238159 * 1280; EvalClassificationError = 0.48671875 * 1280; time = 0.0097s; samplesPerSecond = 131290.1
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 1.50932007 * 1280; EvalClassificationError = 0.46640625 * 1280; time = 0.0098s; samplesPerSecond = 130321.0
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 1.64862061 * 1280; EvalClassificationError = 0.51015625 * 1280; time = 0.0098s; samplesPerSecond = 131202.7
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 1.58244019 * 1280; EvalClassificationError = 0.46406250 * 1280; time = 0.0097s; samplesPerSecond = 131453.3
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 1.56685791 * 1280; EvalClassificationError = 0.47656250 * 1280; time = 0.0098s; samplesPerSecond = 130574.9
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 1.67043457 * 1280; EvalClassificationError = 0.48828125 * 1280; time = 0.0098s; samplesPerSecond = 131177.1
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 1.58414307 * 1280; EvalClassificationError = 0.47734375 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 1.52643433 * 1280; EvalClassificationError = 0.44921875 * 1280; time = 0.0098s; samplesPerSecond = 131057.6
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 1.62517090 * 1280; EvalClassificationError = 0.49921875 * 1280; time = 0.0098s; samplesPerSecond = 130856.6
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 1.48536377 * 1280; EvalClassificationError = 0.45937500 * 1280; time = 0.0098s; samplesPerSecond = 130974.4
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 1.55797119 * 1280; EvalClassificationError = 0.49375000 * 1280; time = 0.0098s; samplesPerSecond = 131096.5
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 1.59622192 * 1280; EvalClassificationError = 0.48125000 * 1280; time = 0.0098s; samplesPerSecond = 130800.4
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 1.49321289 * 1280; EvalClassificationError = 0.45468750 * 1280; time = 0.0100s; samplesPerSecond = 127640.1
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 1.54784546 * 1280; EvalClassificationError = 0.46406250 * 1280; time = 0.0098s; samplesPerSecond = 131221.5
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 1.53275146 * 1280; EvalClassificationError = 0.48515625 * 1280; time = 0.0098s; samplesPerSecond = 130050.9
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 1.58692627 * 1280; EvalClassificationError = 0.47031250 * 1280; time = 0.0099s; samplesPerSecond = 129485.2
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 1.53471069 * 1280; EvalClassificationError = 0.48281250 * 1280; time = 0.0098s; samplesPerSecond = 131181.1
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 1.53114014 * 1280; EvalClassificationError = 0.47265625 * 1280; time = 0.0099s; samplesPerSecond = 129493.1
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 1.54860840 * 1280; EvalClassificationError = 0.47656250 * 1280; time = 0.0098s; samplesPerSecond = 130689.6
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 1.58891602 * 1280; EvalClassificationError = 0.46953125 * 1280; time = 0.0098s; samplesPerSecond = 131161.0
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 1.57297974 * 1280; EvalClassificationError = 0.48046875 * 1280; time = 0.0098s; samplesPerSecond = 130791.1
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 1.58615723 * 1280; EvalClassificationError = 0.48515625 * 1280; time = 0.0098s; samplesPerSecond = 130620.2
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 1.58216553 * 1280; EvalClassificationError = 0.47421875 * 1280; time = 0.0101s; samplesPerSecond = 126252.7
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 1.59263916 * 1280; EvalClassificationError = 0.48671875 * 1280; time = 0.0098s; samplesPerSecond = 131194.6
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 1.48475342 * 1280; EvalClassificationError = 0.46953125 * 1280; time = 0.0098s; samplesPerSecond = 130868.6
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 1.59915771 * 1280; EvalClassificationError = 0.48203125 * 1280; time = 0.0098s; samplesPerSecond = 131088.4
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 1.64235840 * 1280; EvalClassificationError = 0.48906250 * 1280; time = 0.0098s; samplesPerSecond = 130520.3
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 1.66895752 * 1280; EvalClassificationError = 0.50312500 * 1280; time = 0.0098s; samplesPerSecond = 130930.2
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 1.62587891 * 1280; EvalClassificationError = 0.48515625 * 1280; time = 0.0098s; samplesPerSecond = 130549.6
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 1.54270020 * 1280; EvalClassificationError = 0.47031250 * 1280; time = 0.0098s; samplesPerSecond = 130383.4
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 1.63408203 * 1280; EvalClassificationError = 0.49765625 * 1280; time = 0.0097s; samplesPerSecond = 131295.5
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 1.57956543 * 1280; EvalClassificationError = 0.47890625 * 1280; time = 0.0098s; samplesPerSecond = 131272.6
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 1.60479736 * 1280; EvalClassificationError = 0.48437500 * 1280; time = 0.0098s; samplesPerSecond = 130934.2
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 1.54732666 * 1280; EvalClassificationError = 0.45468750 * 1280; time = 0.0100s; samplesPerSecond = 128347.8
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 1.56123047 * 1280; EvalClassificationError = 0.47734375 * 1280; time = 0.0098s; samplesPerSecond = 131130.1
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 1.56385498 * 1280; EvalClassificationError = 0.46875000 * 1280; time = 0.0098s; samplesPerSecond = 131166.4
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 1.57239990 * 1280; EvalClassificationError = 0.47968750 * 1280; time = 0.0098s; samplesPerSecond = 130900.8
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 1.57536621 * 1280; EvalClassificationError = 0.48828125 * 1280; time = 0.0099s; samplesPerSecond = 128710.5
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 1.56204834 * 1280; EvalClassificationError = 0.47265625 * 1280; time = 0.0099s; samplesPerSecond = 128807.6
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 1.57269287 * 1280; EvalClassificationError = 0.47890625 * 1280; time = 0.0098s; samplesPerSecond = 130982.5
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 1.60877686 * 1280; EvalClassificationError = 0.49921875 * 1280; time = 0.0098s; samplesPerSecond = 131280.7
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 1.57504883 * 1280; EvalClassificationError = 0.49140625 * 1280; time = 0.0097s; samplesPerSecond = 131383.1
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 1.56645508 * 1280; EvalClassificationError = 0.48203125 * 1280; time = 0.0098s; samplesPerSecond = 131014.6
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 1.58894043 * 1280; EvalClassificationError = 0.48281250 * 1280; time = 0.0098s; samplesPerSecond = 130429.9
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 1.58338623 * 1280; EvalClassificationError = 0.47578125 * 1280; time = 0.0098s; samplesPerSecond = 130906.1
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 1.59315186 * 1280; EvalClassificationError = 0.50156250 * 1280; time = 0.0098s; samplesPerSecond = 130559.0
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 1.65714111 * 1280; EvalClassificationError = 0.51875000 * 1280; time = 0.0098s; samplesPerSecond = 131213.4
01/16/2018 22:31:57:  Epoch[ 3 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 1.56669922 * 1280; EvalClassificationError = 0.46875000 * 1280; time = 0.0097s; samplesPerSecond = 131485.7
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 1.61550293 * 1280; EvalClassificationError = 0.48359375 * 1280; time = 0.0098s; samplesPerSecond = 130187.1
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 1.52720947 * 1280; EvalClassificationError = 0.46640625 * 1280; time = 0.0098s; samplesPerSecond = 130732.3
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 1.60550537 * 1280; EvalClassificationError = 0.48359375 * 1280; time = 0.0098s; samplesPerSecond = 130601.6
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 1.52032471 * 1280; EvalClassificationError = 0.46328125 * 1280; time = 0.0098s; samplesPerSecond = 131068.3
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 1.63813477 * 1280; EvalClassificationError = 0.49531250 * 1280; time = 0.0098s; samplesPerSecond = 130297.1
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 1.57440186 * 1280; EvalClassificationError = 0.48906250 * 1280; time = 0.0098s; samplesPerSecond = 131046.8
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 1.60717773 * 1280; EvalClassificationError = 0.47578125 * 1280; time = 0.0098s; samplesPerSecond = 130811.1
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 1.51881104 * 1280; EvalClassificationError = 0.46718750 * 1280; time = 0.0098s; samplesPerSecond = 131002.6
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 1.54547119 * 1280; EvalClassificationError = 0.48906250 * 1280; time = 0.0099s; samplesPerSecond = 129381.8
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 1.56181641 * 1280; EvalClassificationError = 0.48203125 * 1280; time = 0.0098s; samplesPerSecond = 131064.3
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 1.61760254 * 1280; EvalClassificationError = 0.49375000 * 1280; time = 0.0098s; samplesPerSecond = 131131.4
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 1.60407715 * 1280; EvalClassificationError = 0.46875000 * 1280; time = 0.0098s; samplesPerSecond = 131105.9
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 1.55228271 * 1280; EvalClassificationError = 0.46484375 * 1280; time = 0.0098s; samplesPerSecond = 130902.1
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 1.58824463 * 1280; EvalClassificationError = 0.47031250 * 1280; time = 0.0098s; samplesPerSecond = 130819.2
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 1.61776123 * 1280; EvalClassificationError = 0.49843750 * 1280; time = 0.0098s; samplesPerSecond = 130253.4
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 1.63039551 * 1280; EvalClassificationError = 0.50937500 * 1280; time = 0.0099s; samplesPerSecond = 129795.1
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 1.67900391 * 1280; EvalClassificationError = 0.50703125 * 1280; time = 0.0098s; samplesPerSecond = 130660.2
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 1.58114014 * 1280; EvalClassificationError = 0.47265625 * 1280; time = 0.0098s; samplesPerSecond = 130919.5
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 1.55019531 * 1280; EvalClassificationError = 0.46718750 * 1280; time = 0.0099s; samplesPerSecond = 129500.9
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 1.52628174 * 1280; EvalClassificationError = 0.46171875 * 1280; time = 0.0102s; samplesPerSecond = 125210.3
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 1.55358887 * 1280; EvalClassificationError = 0.47109375 * 1280; time = 0.0098s; samplesPerSecond = 131003.9
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 1.57031250 * 1280; EvalClassificationError = 0.48203125 * 1280; time = 0.0098s; samplesPerSecond = 130045.6
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 1.53483887 * 1280; EvalClassificationError = 0.46484375 * 1280; time = 0.0101s; samplesPerSecond = 126932.5
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 1.42176514 * 1280; EvalClassificationError = 0.43359375 * 1280; time = 0.0098s; samplesPerSecond = 130831.2
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 1.61278076 * 1280; EvalClassificationError = 0.49062500 * 1280; time = 0.0098s; samplesPerSecond = 130443.2
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 1.52658691 * 1280; EvalClassificationError = 0.45156250 * 1280; time = 0.0098s; samplesPerSecond = 130776.4
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 1.49007568 * 1280; EvalClassificationError = 0.45390625 * 1280; time = 0.0098s; samplesPerSecond = 131028.1
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 1.45024414 * 1280; EvalClassificationError = 0.45156250 * 1280; time = 0.0098s; samplesPerSecond = 131144.9
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 1.56915283 * 1280; EvalClassificationError = 0.46875000 * 1280; time = 0.0098s; samplesPerSecond = 131253.8
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 1.46986084 * 1280; EvalClassificationError = 0.45156250 * 1280; time = 0.0098s; samplesPerSecond = 130630.9
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 1.58698730 * 1280; EvalClassificationError = 0.47500000 * 1280; time = 0.0098s; samplesPerSecond = 131265.9
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 1.58253174 * 1280; EvalClassificationError = 0.47656250 * 1280; time = 0.0098s; samplesPerSecond = 130690.9
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 1.62456055 * 1280; EvalClassificationError = 0.49453125 * 1280; time = 0.0098s; samplesPerSecond = 131069.7
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 1.56256104 * 1280; EvalClassificationError = 0.47656250 * 1280; time = 0.0097s; samplesPerSecond = 131357.5
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 1.58135986 * 1280; EvalClassificationError = 0.46562500 * 1280; time = 0.0100s; samplesPerSecond = 128149.9
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 1.55194092 * 1280; EvalClassificationError = 0.47343750 * 1280; time = 0.0098s; samplesPerSecond = 130867.3
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 1.54224854 * 1280; EvalClassificationError = 0.48046875 * 1280; time = 0.0097s; samplesPerSecond = 131372.3
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 1.51798096 * 1280; EvalClassificationError = 0.46015625 * 1280; time = 0.0098s; samplesPerSecond = 130792.4
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 1.59468994 * 1280; EvalClassificationError = 0.49921875 * 1280; time = 0.0100s; samplesPerSecond = 128376.1
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 1.68868408 * 1280; EvalClassificationError = 0.51562500 * 1280; time = 0.0097s; samplesPerSecond = 131337.3
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 1.48256836 * 1280; EvalClassificationError = 0.46093750 * 1280; time = 0.0100s; samplesPerSecond = 128273.2
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 1.55747070 * 1280; EvalClassificationError = 0.47109375 * 1280; time = 0.0098s; samplesPerSecond = 130622.9
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 1.49775391 * 1280; EvalClassificationError = 0.46015625 * 1280; time = 0.0098s; samplesPerSecond = 130563.0
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 1.55493164 * 1280; EvalClassificationError = 0.47734375 * 1280; time = 0.0101s; samplesPerSecond = 127353.0
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 1.58200684 * 1280; EvalClassificationError = 0.49843750 * 1280; time = 0.0098s; samplesPerSecond = 130932.9
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 1.49433594 * 1280; EvalClassificationError = 0.43906250 * 1280; time = 0.0098s; samplesPerSecond = 130336.9
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 1.59277344 * 1280; EvalClassificationError = 0.48671875 * 1280; time = 0.0098s; samplesPerSecond = 130560.3
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 1.48474121 * 1280; EvalClassificationError = 0.47343750 * 1280; time = 0.0098s; samplesPerSecond = 131001.2
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 1.58193359 * 1280; EvalClassificationError = 0.47812500 * 1280; time = 0.0098s; samplesPerSecond = 130926.2
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 1.61745605 * 1280; EvalClassificationError = 0.50781250 * 1280; time = 0.0098s; samplesPerSecond = 130019.2
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 1.51931152 * 1280; EvalClassificationError = 0.46796875 * 1280; time = 0.0098s; samplesPerSecond = 130772.4
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 1.58007812 * 1280; EvalClassificationError = 0.48750000 * 1280; time = 0.0098s; samplesPerSecond = 130729.6
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 1.61755371 * 1280; EvalClassificationError = 0.50000000 * 1280; time = 0.0099s; samplesPerSecond = 129609.8
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 1.60432129 * 1280; EvalClassificationError = 0.47890625 * 1280; time = 0.0098s; samplesPerSecond = 130811.1
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 1.54929199 * 1280; EvalClassificationError = 0.47968750 * 1280; time = 0.0099s; samplesPerSecond = 129047.9
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 1.52470703 * 1280; EvalClassificationError = 0.46328125 * 1280; time = 0.0098s; samplesPerSecond = 131136.8
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 1.51333008 * 1280; EvalClassificationError = 0.45468750 * 1280; time = 0.0112s; samplesPerSecond = 114286.7
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 1.51481934 * 1280; EvalClassificationError = 0.45781250 * 1280; time = 0.0098s; samplesPerSecond = 131048.2
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 1.61623535 * 1280; EvalClassificationError = 0.49921875 * 1280; time = 0.0098s; samplesPerSecond = 131056.2
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 1.53229980 * 1280; EvalClassificationError = 0.48281250 * 1280; time = 0.0098s; samplesPerSecond = 130827.2
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 1.56286621 * 1280; EvalClassificationError = 0.45703125 * 1280; time = 0.0098s; samplesPerSecond = 131062.9
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 1.43293457 * 1280; EvalClassificationError = 0.43203125 * 1280; time = 0.0098s; samplesPerSecond = 131144.9
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 1.49863281 * 1280; EvalClassificationError = 0.46328125 * 1280; time = 0.0098s; samplesPerSecond = 130633.6
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 1.51706543 * 1280; EvalClassificationError = 0.46015625 * 1280; time = 0.0098s; samplesPerSecond = 131116.6
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 1.57631836 * 1280; EvalClassificationError = 0.48203125 * 1280; time = 0.0098s; samplesPerSecond = 131073.7
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 1.48403320 * 1280; EvalClassificationError = 0.46015625 * 1280; time = 0.0100s; samplesPerSecond = 128218.0
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 1.52390137 * 1280; EvalClassificationError = 0.46718750 * 1280; time = 0.0097s; samplesPerSecond = 131442.5
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 1.55527344 * 1280; EvalClassificationError = 0.46015625 * 1280; time = 0.0098s; samplesPerSecond = 131280.7
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 1.52326660 * 1280; EvalClassificationError = 0.46171875 * 1280; time = 0.0098s; samplesPerSecond = 131155.6
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 1.53935547 * 1280; EvalClassificationError = 0.47812500 * 1280; time = 0.0098s; samplesPerSecond = 130974.4
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 1.54182129 * 1280; EvalClassificationError = 0.45937500 * 1280; time = 0.0101s; samplesPerSecond = 126163.1
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 1.54958496 * 1280; EvalClassificationError = 0.47421875 * 1280; time = 0.0099s; samplesPerSecond = 129909.7
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 1.55183105 * 1280; EvalClassificationError = 0.49375000 * 1280; time = 0.0098s; samplesPerSecond = 131012.0
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 1.62138672 * 1280; EvalClassificationError = 0.47890625 * 1280; time = 0.0098s; samplesPerSecond = 130654.9
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 1.60432129 * 1280; EvalClassificationError = 0.49296875 * 1280; time = 0.0098s; samplesPerSecond = 130890.1
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 1.52561035 * 1280; EvalClassificationError = 0.47734375 * 1280; time = 0.0098s; samplesPerSecond = 131155.6
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 1.52272949 * 1280; EvalClassificationError = 0.45703125 * 1280; time = 0.0098s; samplesPerSecond = 131194.6
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 1.55773926 * 1280; EvalClassificationError = 0.45078125 * 1280; time = 0.0098s; samplesPerSecond = 130668.2
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 1.58544922 * 1280; EvalClassificationError = 0.48828125 * 1280; time = 0.0098s; samplesPerSecond = 131114.0
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 1.60017090 * 1280; EvalClassificationError = 0.49140625 * 1280; time = 0.0098s; samplesPerSecond = 130390.0
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 1.55200195 * 1280; EvalClassificationError = 0.47500000 * 1280; time = 0.0098s; samplesPerSecond = 130789.7
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 1.55620117 * 1280; EvalClassificationError = 0.49375000 * 1280; time = 0.0098s; samplesPerSecond = 130755.0
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 1.64865723 * 1280; EvalClassificationError = 0.48671875 * 1280; time = 0.0097s; samplesPerSecond = 131493.8
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 1.54741211 * 1280; EvalClassificationError = 0.46718750 * 1280; time = 0.0098s; samplesPerSecond = 130195.1
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 1.64855957 * 1280; EvalClassificationError = 0.50625000 * 1280; time = 0.0097s; samplesPerSecond = 131298.2
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 1.51552734 * 1280; EvalClassificationError = 0.47343750 * 1280; time = 0.0098s; samplesPerSecond = 131026.7
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 1.49992676 * 1280; EvalClassificationError = 0.46250000 * 1280; time = 0.0098s; samplesPerSecond = 130768.4
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 1.57275391 * 1280; EvalClassificationError = 0.47187500 * 1280; time = 0.0098s; samplesPerSecond = 130656.2
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 1.56682129 * 1280; EvalClassificationError = 0.47109375 * 1280; time = 0.0098s; samplesPerSecond = 131075.0
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 1.46813965 * 1280; EvalClassificationError = 0.45625000 * 1280; time = 0.0107s; samplesPerSecond = 119322.8
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 1.46530762 * 1280; EvalClassificationError = 0.43906250 * 1280; time = 0.0098s; samplesPerSecond = 130054.9
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 1.61005859 * 1280; EvalClassificationError = 0.49375000 * 1280; time = 0.0098s; samplesPerSecond = 131218.8
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 1.49089355 * 1280; EvalClassificationError = 0.46250000 * 1280; time = 0.0098s; samplesPerSecond = 130982.5
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 1.52951660 * 1280; EvalClassificationError = 0.45937500 * 1280; time = 0.0098s; samplesPerSecond = 130923.5
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 1.48864746 * 1280; EvalClassificationError = 0.45781250 * 1280; time = 0.0098s; samplesPerSecond = 131174.4
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 1.55808105 * 1280; EvalClassificationError = 0.47656250 * 1280; time = 0.0098s; samplesPerSecond = 131124.7
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 1.55988770 * 1280; EvalClassificationError = 0.46718750 * 1280; time = 0.0098s; samplesPerSecond = 130994.5
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 1.65900879 * 1280; EvalClassificationError = 0.50546875 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 1.53413086 * 1280; EvalClassificationError = 0.48281250 * 1280; time = 0.0098s; samplesPerSecond = 131226.9
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 1.55312500 * 1280; EvalClassificationError = 0.47187500 * 1280; time = 0.0097s; samplesPerSecond = 131406.0
01/16/2018 22:31:58:  Epoch[ 3 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 1.53435059 * 1280; EvalClassificationError = 0.47890625 * 1280; time = 0.0103s; samplesPerSecond = 124510.0
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 1.57001953 * 1280; EvalClassificationError = 0.49453125 * 1280; time = 0.0098s; samplesPerSecond = 131214.8
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 1.54445801 * 1280; EvalClassificationError = 0.47890625 * 1280; time = 0.0098s; samplesPerSecond = 130974.4
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 1.53559570 * 1280; EvalClassificationError = 0.45234375 * 1280; time = 0.0098s; samplesPerSecond = 131109.9
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 1.48991699 * 1280; EvalClassificationError = 0.45000000 * 1280; time = 0.0098s; samplesPerSecond = 130387.4
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 1.52050781 * 1280; EvalClassificationError = 0.45546875 * 1280; time = 0.0098s; samplesPerSecond = 131218.8
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 1.50029297 * 1280; EvalClassificationError = 0.47109375 * 1280; time = 0.0098s; samplesPerSecond = 131159.6
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 1.42624512 * 1280; EvalClassificationError = 0.44218750 * 1280; time = 0.0097s; samplesPerSecond = 131314.4
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 1.56491699 * 1280; EvalClassificationError = 0.48437500 * 1280; time = 0.0098s; samplesPerSecond = 131080.4
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 1.63171387 * 1280; EvalClassificationError = 0.47187500 * 1280; time = 0.0102s; samplesPerSecond = 125798.5
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 1.60625000 * 1280; EvalClassificationError = 0.48125000 * 1280; time = 0.0098s; samplesPerSecond = 131259.2
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 1.49660645 * 1280; EvalClassificationError = 0.45390625 * 1280; time = 0.0098s; samplesPerSecond = 131040.1
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 1.53640137 * 1280; EvalClassificationError = 0.46171875 * 1280; time = 0.0098s; samplesPerSecond = 130924.9
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 1.53693848 * 1280; EvalClassificationError = 0.46328125 * 1280; time = 0.0098s; samplesPerSecond = 131115.3
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 1.59567871 * 1280; EvalClassificationError = 0.45703125 * 1280; time = 0.0098s; samplesPerSecond = 131156.9
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 1.47136230 * 1280; EvalClassificationError = 0.43125000 * 1280; time = 0.0099s; samplesPerSecond = 129011.4
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 1.51821289 * 1280; EvalClassificationError = 0.46328125 * 1280; time = 0.0099s; samplesPerSecond = 129315.1
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 1.51220703 * 1280; EvalClassificationError = 0.46640625 * 1280; time = 0.0098s; samplesPerSecond = 130597.6
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 1.55908203 * 1280; EvalClassificationError = 0.47421875 * 1280; time = 0.0100s; samplesPerSecond = 128546.3
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 1.52065430 * 1280; EvalClassificationError = 0.48125000 * 1280; time = 0.0098s; samplesPerSecond = 131037.4
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 1.48474121 * 1280; EvalClassificationError = 0.46171875 * 1280; time = 0.0100s; samplesPerSecond = 127664.2
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 1.51672363 * 1280; EvalClassificationError = 0.45625000 * 1280; time = 0.0098s; samplesPerSecond = 131213.4
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 1.58444824 * 1280; EvalClassificationError = 0.47812500 * 1280; time = 0.0099s; samplesPerSecond = 129259.0
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 1.54528809 * 1280; EvalClassificationError = 0.47500000 * 1280; time = 0.0102s; samplesPerSecond = 125514.8
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 1.61264648 * 1280; EvalClassificationError = 0.50781250 * 1280; time = 0.0098s; samplesPerSecond = 131064.3
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 1.54167480 * 1280; EvalClassificationError = 0.47968750 * 1280; time = 0.0101s; samplesPerSecond = 126706.3
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 1.52639160 * 1280; EvalClassificationError = 0.47265625 * 1280; time = 0.0099s; samplesPerSecond = 129443.3
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 1.55263672 * 1280; EvalClassificationError = 0.47656250 * 1280; time = 0.0098s; samplesPerSecond = 130969.1
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 1.56855469 * 1280; EvalClassificationError = 0.47578125 * 1280; time = 0.0099s; samplesPerSecond = 129397.5
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 1.47250977 * 1280; EvalClassificationError = 0.44765625 * 1280; time = 0.0098s; samplesPerSecond = 131131.4
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 1.53803711 * 1280; EvalClassificationError = 0.47500000 * 1280; time = 0.0101s; samplesPerSecond = 127091.3
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 1.48781738 * 1280; EvalClassificationError = 0.45781250 * 1280; time = 0.0098s; samplesPerSecond = 130380.8
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 1.57878418 * 1280; EvalClassificationError = 0.48046875 * 1280; time = 0.0098s; samplesPerSecond = 131132.8
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 1.52714844 * 1280; EvalClassificationError = 0.45390625 * 1280; time = 0.0098s; samplesPerSecond = 130117.0
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 1.42915039 * 1280; EvalClassificationError = 0.44453125 * 1280; time = 0.0098s; samplesPerSecond = 130934.2
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 1.53623047 * 1280; EvalClassificationError = 0.46093750 * 1280; time = 0.0098s; samplesPerSecond = 130928.9
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 1.56250000 * 1280; EvalClassificationError = 0.47968750 * 1280; time = 0.0098s; samplesPerSecond = 131077.7
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 1.50458984 * 1280; EvalClassificationError = 0.47109375 * 1280; time = 0.0098s; samplesPerSecond = 130719.0
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 1.49670410 * 1280; EvalClassificationError = 0.46875000 * 1280; time = 0.0098s; samplesPerSecond = 130825.8
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 1.57924805 * 1280; EvalClassificationError = 0.47578125 * 1280; time = 0.0098s; samplesPerSecond = 130541.6
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 1.48166504 * 1280; EvalClassificationError = 0.46953125 * 1280; time = 0.0098s; samplesPerSecond = 130725.6
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 1.52631836 * 1280; EvalClassificationError = 0.45703125 * 1280; time = 0.0098s; samplesPerSecond = 130955.7
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 1.46381836 * 1280; EvalClassificationError = 0.43281250 * 1280; time = 0.0098s; samplesPerSecond = 131190.6
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 1.55397949 * 1280; EvalClassificationError = 0.48046875 * 1280; time = 0.0098s; samplesPerSecond = 131013.3
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 1.55922852 * 1280; EvalClassificationError = 0.46875000 * 1280; time = 0.0098s; samplesPerSecond = 131130.1
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 1.54035645 * 1280; EvalClassificationError = 0.47343750 * 1280; time = 0.0098s; samplesPerSecond = 131222.8
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 1.44824219 * 1280; EvalClassificationError = 0.44218750 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 1.59416504 * 1280; EvalClassificationError = 0.46484375 * 1280; time = 0.0098s; samplesPerSecond = 130016.6
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 1.55292969 * 1280; EvalClassificationError = 0.47734375 * 1280; time = 0.0098s; samplesPerSecond = 130644.2
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 1.45979004 * 1280; EvalClassificationError = 0.45468750 * 1280; time = 0.0098s; samplesPerSecond = 130621.6
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 1.51118164 * 1280; EvalClassificationError = 0.46875000 * 1280; time = 0.0098s; samplesPerSecond = 130698.9
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 1.49829102 * 1280; EvalClassificationError = 0.44687500 * 1280; time = 0.0097s; samplesPerSecond = 131352.1
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 1.48334961 * 1280; EvalClassificationError = 0.45078125 * 1280; time = 0.0098s; samplesPerSecond = 131114.0
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 1.53393555 * 1280; EvalClassificationError = 0.48281250 * 1280; time = 0.0098s; samplesPerSecond = 131256.5
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 1.52150879 * 1280; EvalClassificationError = 0.46796875 * 1280; time = 0.0098s; samplesPerSecond = 131089.8
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 1.58806152 * 1280; EvalClassificationError = 0.50937500 * 1280; time = 0.0098s; samplesPerSecond = 130973.1
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 1.49934082 * 1280; EvalClassificationError = 0.46562500 * 1280; time = 0.0098s; samplesPerSecond = 131225.5
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 1.50996094 * 1280; EvalClassificationError = 0.47578125 * 1280; time = 0.0098s; samplesPerSecond = 130333.0
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 1.50190430 * 1280; EvalClassificationError = 0.45781250 * 1280; time = 0.0099s; samplesPerSecond = 129401.4
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 1.49350586 * 1280; EvalClassificationError = 0.45468750 * 1280; time = 0.0097s; samplesPerSecond = 131491.1
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 1.50925293 * 1280; EvalClassificationError = 0.46640625 * 1280; time = 0.0101s; samplesPerSecond = 127143.1
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 1.51179199 * 1280; EvalClassificationError = 0.45468750 * 1280; time = 0.0098s; samplesPerSecond = 130882.0
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 1.60646973 * 1280; EvalClassificationError = 0.48750000 * 1280; time = 0.0098s; samplesPerSecond = 130813.8
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 1.50185547 * 1280; EvalClassificationError = 0.46171875 * 1280; time = 0.0100s; samplesPerSecond = 127565.0
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 1.56142578 * 1280; EvalClassificationError = 0.46484375 * 1280; time = 0.0101s; samplesPerSecond = 127354.3
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 1.52001953 * 1280; EvalClassificationError = 0.46796875 * 1280; time = 0.0098s; samplesPerSecond = 131197.3
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 1.44047852 * 1280; EvalClassificationError = 0.43750000 * 1280; time = 0.0098s; samplesPerSecond = 130759.0
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 1.51018066 * 1280; EvalClassificationError = 0.46562500 * 1280; time = 0.0098s; samplesPerSecond = 131170.4
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 1.51887207 * 1280; EvalClassificationError = 0.46171875 * 1280; time = 0.0098s; samplesPerSecond = 131259.2
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 1.48386230 * 1280; EvalClassificationError = 0.44453125 * 1280; time = 0.0098s; samplesPerSecond = 131012.0
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 1.58806152 * 1280; EvalClassificationError = 0.49765625 * 1280; time = 0.0098s; samplesPerSecond = 130477.8
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 1.53637695 * 1280; EvalClassificationError = 0.47578125 * 1280; time = 0.0099s; samplesPerSecond = 129672.8
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 1.53586426 * 1280; EvalClassificationError = 0.48125000 * 1280; time = 0.0098s; samplesPerSecond = 131143.5
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 1.47124023 * 1280; EvalClassificationError = 0.46484375 * 1280; time = 0.0098s; samplesPerSecond = 131071.0
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 1.55996094 * 1280; EvalClassificationError = 0.46953125 * 1280; time = 0.0101s; samplesPerSecond = 127169.6
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 1.53544922 * 1280; EvalClassificationError = 0.46562500 * 1280; time = 0.0098s; samplesPerSecond = 130883.4
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 1.46694336 * 1280; EvalClassificationError = 0.45859375 * 1280; time = 0.0099s; samplesPerSecond = 129548.1
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 1.58803711 * 1280; EvalClassificationError = 0.48046875 * 1280; time = 0.0099s; samplesPerSecond = 129483.9
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 1.47783203 * 1280; EvalClassificationError = 0.43671875 * 1280; time = 0.0098s; samplesPerSecond = 130828.5
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 1.54555664 * 1280; EvalClassificationError = 0.47812500 * 1280; time = 0.0098s; samplesPerSecond = 130024.5
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 1.59033203 * 1280; EvalClassificationError = 0.49921875 * 1280; time = 0.0098s; samplesPerSecond = 130949.0
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 1.45512695 * 1280; EvalClassificationError = 0.44375000 * 1280; time = 0.0098s; samplesPerSecond = 130994.5
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 1.54829102 * 1280; EvalClassificationError = 0.46484375 * 1280; time = 0.0098s; samplesPerSecond = 131131.4
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 1.57416992 * 1280; EvalClassificationError = 0.47812500 * 1280; time = 0.0098s; samplesPerSecond = 131002.6
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 1.54438477 * 1280; EvalClassificationError = 0.46171875 * 1280; time = 0.0098s; samplesPerSecond = 130949.0
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 1.60732422 * 1280; EvalClassificationError = 0.48203125 * 1280; time = 0.0099s; samplesPerSecond = 128834.8
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 1.56538086 * 1280; EvalClassificationError = 0.47031250 * 1280; time = 0.0098s; samplesPerSecond = 129970.4
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 1.55869141 * 1280; EvalClassificationError = 0.48515625 * 1280; time = 0.0098s; samplesPerSecond = 130570.9
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 1.57060547 * 1280; EvalClassificationError = 0.48906250 * 1280; time = 0.0098s; samplesPerSecond = 130500.4
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 1.49965820 * 1280; EvalClassificationError = 0.46796875 * 1280; time = 0.0098s; samplesPerSecond = 130706.9
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 1.48935547 * 1280; EvalClassificationError = 0.46171875 * 1280; time = 0.0098s; samplesPerSecond = 130407.3
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 1.50156250 * 1280; EvalClassificationError = 0.47656250 * 1280; time = 0.0100s; samplesPerSecond = 128323.4
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 1.53325195 * 1280; EvalClassificationError = 0.47500000 * 1280; time = 0.0098s; samplesPerSecond = 131012.0
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 1.61215820 * 1280; EvalClassificationError = 0.48203125 * 1280; time = 0.0098s; samplesPerSecond = 130836.5
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 1.45136719 * 1280; EvalClassificationError = 0.45625000 * 1280; time = 0.0098s; samplesPerSecond = 130745.7
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 1.48178711 * 1280; EvalClassificationError = 0.45546875 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 1.51206055 * 1280; EvalClassificationError = 0.45312500 * 1280; time = 0.0098s; samplesPerSecond = 130932.9
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 1.53950195 * 1280; EvalClassificationError = 0.47890625 * 1280; time = 0.0098s; samplesPerSecond = 130676.2
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 1.52851563 * 1280; EvalClassificationError = 0.47656250 * 1280; time = 0.0098s; samplesPerSecond = 131061.6
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 1.56821289 * 1280; EvalClassificationError = 0.48046875 * 1280; time = 0.0098s; samplesPerSecond = 131175.8
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 1.51733398 * 1280; EvalClassificationError = 0.44843750 * 1280; time = 0.0098s; samplesPerSecond = 130582.9
01/16/2018 22:31:59:  Epoch[ 3 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 1.61025391 * 1280; EvalClassificationError = 0.47734375 * 1280; time = 0.0100s; samplesPerSecond = 128479.2
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 1.51577148 * 1280; EvalClassificationError = 0.47734375 * 1280; time = 0.0098s; samplesPerSecond = 131107.2
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 1.55844727 * 1280; EvalClassificationError = 0.47578125 * 1280; time = 0.0098s; samplesPerSecond = 130959.7
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 1.49506836 * 1280; EvalClassificationError = 0.44843750 * 1280; time = 0.0098s; samplesPerSecond = 130077.3
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 1.55034180 * 1280; EvalClassificationError = 0.45703125 * 1280; time = 0.0098s; samplesPerSecond = 131116.6
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 1.47915039 * 1280; EvalClassificationError = 0.43671875 * 1280; time = 0.0098s; samplesPerSecond = 131002.6
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 1.50952148 * 1280; EvalClassificationError = 0.45625000 * 1280; time = 0.0098s; samplesPerSecond = 130932.9
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 1.56743164 * 1280; EvalClassificationError = 0.46796875 * 1280; time = 0.0098s; samplesPerSecond = 131140.8
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 1.51474609 * 1280; EvalClassificationError = 0.47031250 * 1280; time = 0.0098s; samplesPerSecond = 130305.1
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 1.51411133 * 1280; EvalClassificationError = 0.46250000 * 1280; time = 0.0100s; samplesPerSecond = 127969.3
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 1.52041016 * 1280; EvalClassificationError = 0.45468750 * 1280; time = 0.0098s; samplesPerSecond = 130396.7
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 1.49477539 * 1280; EvalClassificationError = 0.45078125 * 1280; time = 0.0098s; samplesPerSecond = 130765.7
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 1.56464844 * 1280; EvalClassificationError = 0.46640625 * 1280; time = 0.0098s; samplesPerSecond = 130876.7
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 1.47739258 * 1280; EvalClassificationError = 0.44062500 * 1280; time = 0.0098s; samplesPerSecond = 130974.4
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 1.53955078 * 1280; EvalClassificationError = 0.45703125 * 1280; time = 0.0098s; samplesPerSecond = 130957.0
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 1.46738281 * 1280; EvalClassificationError = 0.44687500 * 1280; time = 0.0099s; samplesPerSecond = 129924.2
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 1.57929688 * 1280; EvalClassificationError = 0.47265625 * 1280; time = 0.0099s; samplesPerSecond = 129115.6
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 1.54345703 * 1280; EvalClassificationError = 0.47500000 * 1280; time = 0.0098s; samplesPerSecond = 130866.0
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 1.60620117 * 1280; EvalClassificationError = 0.48515625 * 1280; time = 0.0099s; samplesPerSecond = 129708.3
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 1.60249023 * 1280; EvalClassificationError = 0.47734375 * 1280; time = 0.0098s; samplesPerSecond = 130427.3
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 1.55292969 * 1280; EvalClassificationError = 0.47734375 * 1280; time = 0.0099s; samplesPerSecond = 128810.2
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 1.55092773 * 1280; EvalClassificationError = 0.46250000 * 1280; time = 0.0098s; samplesPerSecond = 130618.9
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 1.48291016 * 1280; EvalClassificationError = 0.45937500 * 1280; time = 0.0100s; samplesPerSecond = 127836.4
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 1.51391602 * 1280; EvalClassificationError = 0.45625000 * 1280; time = 0.0143s; samplesPerSecond = 89448.6
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 1.50708008 * 1280; EvalClassificationError = 0.45468750 * 1280; time = 0.0098s; samplesPerSecond = 131142.2
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 1.42392578 * 1280; EvalClassificationError = 0.44062500 * 1280; time = 0.0103s; samplesPerSecond = 123890.6
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 1.54526367 * 1280; EvalClassificationError = 0.46484375 * 1280; time = 0.0100s; samplesPerSecond = 127809.6
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 1.53671875 * 1280; EvalClassificationError = 0.45781250 * 1280; time = 0.0100s; samplesPerSecond = 128608.3
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 1.55517578 * 1280; EvalClassificationError = 0.48203125 * 1280; time = 0.0099s; samplesPerSecond = 129913.6
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 1.49086914 * 1280; EvalClassificationError = 0.45390625 * 1280; time = 0.0100s; samplesPerSecond = 128165.3
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 1.55415039 * 1280; EvalClassificationError = 0.46406250 * 1280; time = 0.0098s; samplesPerSecond = 130831.2
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 1.56621094 * 1280; EvalClassificationError = 0.47734375 * 1280; time = 0.0112s; samplesPerSecond = 114524.0
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 1.54052734 * 1280; EvalClassificationError = 0.45234375 * 1280; time = 0.0098s; samplesPerSecond = 130495.1
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 1.49653320 * 1280; EvalClassificationError = 0.44921875 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 1.44672852 * 1280; EvalClassificationError = 0.45078125 * 1280; time = 0.0098s; samplesPerSecond = 130103.8
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 1.57084961 * 1280; EvalClassificationError = 0.46875000 * 1280; time = 0.0098s; samplesPerSecond = 131057.6
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 1.51303711 * 1280; EvalClassificationError = 0.47500000 * 1280; time = 0.0098s; samplesPerSecond = 130880.7
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 1.52241211 * 1280; EvalClassificationError = 0.47031250 * 1280; time = 0.0098s; samplesPerSecond = 130990.5
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 1.55722656 * 1280; EvalClassificationError = 0.46875000 * 1280; time = 0.0098s; samplesPerSecond = 130589.6
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 1.45581055 * 1280; EvalClassificationError = 0.43671875 * 1280; time = 0.0098s; samplesPerSecond = 130333.0
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 1.50273437 * 1280; EvalClassificationError = 0.46640625 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 1.53354492 * 1280; EvalClassificationError = 0.46875000 * 1280; time = 0.0098s; samplesPerSecond = 131144.9
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 1.50454102 * 1280; EvalClassificationError = 0.44765625 * 1280; time = 0.0098s; samplesPerSecond = 130074.7
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 1.57978516 * 1280; EvalClassificationError = 0.47734375 * 1280; time = 0.0100s; samplesPerSecond = 128064.0
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 1.53330078 * 1280; EvalClassificationError = 0.47968750 * 1280; time = 0.0098s; samplesPerSecond = 131142.2
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 1.57324219 * 1280; EvalClassificationError = 0.46484375 * 1280; time = 0.0099s; samplesPerSecond = 129524.5
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 1.42138672 * 1280; EvalClassificationError = 0.44218750 * 1280; time = 0.0098s; samplesPerSecond = 130453.8
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 1.51611328 * 1280; EvalClassificationError = 0.45156250 * 1280; time = 0.0098s; samplesPerSecond = 131162.3
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 1.58530273 * 1280; EvalClassificationError = 0.48828125 * 1280; time = 0.0098s; samplesPerSecond = 131158.3
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 1.50541992 * 1280; EvalClassificationError = 0.47109375 * 1280; time = 0.0098s; samplesPerSecond = 130900.8
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 1.55429687 * 1280; EvalClassificationError = 0.47890625 * 1280; time = 0.0098s; samplesPerSecond = 130004.7
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 1.54897461 * 1280; EvalClassificationError = 0.47734375 * 1280; time = 0.0098s; samplesPerSecond = 131148.9
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 1.52216797 * 1280; EvalClassificationError = 0.47734375 * 1280; time = 0.0098s; samplesPerSecond = 130199.1
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 1.57089844 * 1280; EvalClassificationError = 0.47500000 * 1280; time = 0.0099s; samplesPerSecond = 129605.8
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 1.51621094 * 1280; EvalClassificationError = 0.47265625 * 1280; time = 0.0099s; samplesPerSecond = 129592.7
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 1.48569336 * 1280; EvalClassificationError = 0.47343750 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 1.50458984 * 1280; EvalClassificationError = 0.45781250 * 1280; time = 0.0098s; samplesPerSecond = 130322.3
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 1.54692383 * 1280; EvalClassificationError = 0.46328125 * 1280; time = 0.0098s; samplesPerSecond = 130576.3
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 1.48930664 * 1280; EvalClassificationError = 0.45078125 * 1280; time = 0.0098s; samplesPerSecond = 130710.9
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 1.50327148 * 1280; EvalClassificationError = 0.46171875 * 1280; time = 0.0099s; samplesPerSecond = 128819.3
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 1.51069336 * 1280; EvalClassificationError = 0.46093750 * 1280; time = 0.0098s; samplesPerSecond = 131053.5
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 1.50678711 * 1280; EvalClassificationError = 0.45703125 * 1280; time = 0.0098s; samplesPerSecond = 130594.9
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 1.62822266 * 1280; EvalClassificationError = 0.49140625 * 1280; time = 0.0098s; samplesPerSecond = 131105.9
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 1.47539062 * 1280; EvalClassificationError = 0.46328125 * 1280; time = 0.0098s; samplesPerSecond = 130226.9
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 1.52841797 * 1280; EvalClassificationError = 0.45625000 * 1280; time = 0.0098s; samplesPerSecond = 131038.8
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 1.50463867 * 1280; EvalClassificationError = 0.45937500 * 1280; time = 0.0098s; samplesPerSecond = 130062.8
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 1.56445312 * 1280; EvalClassificationError = 0.48437500 * 1280; time = 0.0098s; samplesPerSecond = 130763.0
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 1.57172852 * 1280; EvalClassificationError = 0.48125000 * 1280; time = 0.0098s; samplesPerSecond = 130903.4
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 1.54501953 * 1280; EvalClassificationError = 0.47968750 * 1280; time = 0.0098s; samplesPerSecond = 130452.5
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 1.52343750 * 1280; EvalClassificationError = 0.45234375 * 1280; time = 0.0099s; samplesPerSecond = 129537.6
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 1.52841797 * 1280; EvalClassificationError = 0.46718750 * 1280; time = 0.0100s; samplesPerSecond = 128557.9
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 1.45737305 * 1280; EvalClassificationError = 0.46015625 * 1280; time = 0.0098s; samplesPerSecond = 130954.3
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 1.49287109 * 1280; EvalClassificationError = 0.45156250 * 1280; time = 0.0098s; samplesPerSecond = 130523.0
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 1.53320312 * 1280; EvalClassificationError = 0.46718750 * 1280; time = 0.0098s; samplesPerSecond = 130871.3
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 1.50532227 * 1280; EvalClassificationError = 0.46015625 * 1280; time = 0.0098s; samplesPerSecond = 131072.3
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 1.51528320 * 1280; EvalClassificationError = 0.47890625 * 1280; time = 0.0099s; samplesPerSecond = 128910.1
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 1.48603516 * 1280; EvalClassificationError = 0.46796875 * 1280; time = 0.0101s; samplesPerSecond = 127156.9
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 1.55649414 * 1280; EvalClassificationError = 0.47500000 * 1280; time = 0.0098s; samplesPerSecond = 130875.3
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 1.46738281 * 1280; EvalClassificationError = 0.44921875 * 1280; time = 0.0101s; samplesPerSecond = 126202.9
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 1.57250977 * 1280; EvalClassificationError = 0.46562500 * 1280; time = 0.0098s; samplesPerSecond = 130904.8
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 1.52783203 * 1280; EvalClassificationError = 0.45156250 * 1280; time = 0.0102s; samplesPerSecond = 125090.4
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 1.45859375 * 1280; EvalClassificationError = 0.44921875 * 1280; time = 0.0098s; samplesPerSecond = 129965.1
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 1.44077148 * 1280; EvalClassificationError = 0.44687500 * 1280; time = 0.0098s; samplesPerSecond = 131131.4
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 1.50893555 * 1280; EvalClassificationError = 0.44843750 * 1280; time = 0.0099s; samplesPerSecond = 128656.1
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 1.48168945 * 1280; EvalClassificationError = 0.47421875 * 1280; time = 0.0100s; samplesPerSecond = 128066.6
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 1.44882812 * 1280; EvalClassificationError = 0.44296875 * 1280; time = 0.0097s; samplesPerSecond = 131325.2
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 1.56108398 * 1280; EvalClassificationError = 0.48125000 * 1280; time = 0.0098s; samplesPerSecond = 130301.1
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 1.52309570 * 1280; EvalClassificationError = 0.47656250 * 1280; time = 0.0098s; samplesPerSecond = 130387.4
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 1.51391602 * 1280; EvalClassificationError = 0.46406250 * 1280; time = 0.0098s; samplesPerSecond = 130755.0
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 1.47768555 * 1280; EvalClassificationError = 0.44062500 * 1280; time = 0.0100s; samplesPerSecond = 128265.5
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 1.46015625 * 1280; EvalClassificationError = 0.44453125 * 1280; time = 0.0099s; samplesPerSecond = 129776.6
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 1.55654297 * 1280; EvalClassificationError = 0.46718750 * 1280; time = 0.0098s; samplesPerSecond = 131269.9
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 1.52763672 * 1280; EvalClassificationError = 0.46171875 * 1280; time = 0.0098s; samplesPerSecond = 130943.6
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 1.58579102 * 1280; EvalClassificationError = 0.47812500 * 1280; time = 0.0098s; samplesPerSecond = 131260.5
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 1.42778320 * 1280; EvalClassificationError = 0.46718750 * 1280; time = 0.0098s; samplesPerSecond = 130866.0
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 1.51176758 * 1280; EvalClassificationError = 0.45546875 * 1280; time = 0.0098s; samplesPerSecond = 130029.8
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 1.47153320 * 1280; EvalClassificationError = 0.43750000 * 1280; time = 0.0098s; samplesPerSecond = 130680.3
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 1.47124023 * 1280; EvalClassificationError = 0.44531250 * 1280; time = 0.0098s; samplesPerSecond = 130761.7
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 1.39184570 * 1280; EvalClassificationError = 0.43671875 * 1280; time = 0.0100s; samplesPerSecond = 127904.1
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 1.51811523 * 1280; EvalClassificationError = 0.47031250 * 1280; time = 0.0098s; samplesPerSecond = 130630.9
01/16/2018 22:32:00:  Epoch[ 3 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 1.47036133 * 1280; EvalClassificationError = 0.44609375 * 1280; time = 0.0098s; samplesPerSecond = 130760.4
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 1.61010742 * 1280; EvalClassificationError = 0.47734375 * 1280; time = 0.0098s; samplesPerSecond = 130995.9
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 1.49760742 * 1280; EvalClassificationError = 0.46484375 * 1280; time = 0.0098s; samplesPerSecond = 131156.9
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 1.54023438 * 1280; EvalClassificationError = 0.49140625 * 1280; time = 0.0099s; samplesPerSecond = 129666.2
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 1.53105469 * 1280; EvalClassificationError = 0.48437500 * 1280; time = 0.0098s; samplesPerSecond = 130650.9
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 1.49101562 * 1280; EvalClassificationError = 0.45546875 * 1280; time = 0.0098s; samplesPerSecond = 130796.4
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 1.47099609 * 1280; EvalClassificationError = 0.45859375 * 1280; time = 0.0098s; samplesPerSecond = 130319.7
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 1.55341797 * 1280; EvalClassificationError = 0.46718750 * 1280; time = 0.0098s; samplesPerSecond = 130696.3
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 1.46811523 * 1280; EvalClassificationError = 0.45078125 * 1280; time = 0.0098s; samplesPerSecond = 130285.2
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 1.48847656 * 1280; EvalClassificationError = 0.46875000 * 1280; time = 0.0098s; samplesPerSecond = 130467.1
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 1.49443359 * 1280; EvalClassificationError = 0.47109375 * 1280; time = 0.0098s; samplesPerSecond = 131225.5
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 1.55795898 * 1280; EvalClassificationError = 0.47656250 * 1280; time = 0.0098s; samplesPerSecond = 131229.6
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 1.48066406 * 1280; EvalClassificationError = 0.46718750 * 1280; time = 0.0098s; samplesPerSecond = 130298.5
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 1.51020508 * 1280; EvalClassificationError = 0.43906250 * 1280; time = 0.0098s; samplesPerSecond = 130386.1
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 1.46826172 * 1280; EvalClassificationError = 0.44531250 * 1280; time = 0.0098s; samplesPerSecond = 130463.1
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 1.54423828 * 1280; EvalClassificationError = 0.47734375 * 1280; time = 0.0098s; samplesPerSecond = 130414.0
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 1.50688477 * 1280; EvalClassificationError = 0.45781250 * 1280; time = 0.0098s; samplesPerSecond = 130515.0
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 1.47529297 * 1280; EvalClassificationError = 0.45937500 * 1280; time = 0.0098s; samplesPerSecond = 131222.8
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 1.52211914 * 1280; EvalClassificationError = 0.47890625 * 1280; time = 0.0098s; samplesPerSecond = 131007.9
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 1.48750000 * 1280; EvalClassificationError = 0.45312500 * 1280; time = 0.0098s; samplesPerSecond = 130565.6
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 1.42607422 * 1280; EvalClassificationError = 0.43906250 * 1280; time = 0.0098s; samplesPerSecond = 131268.6
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 1.51479492 * 1280; EvalClassificationError = 0.45781250 * 1280; time = 0.0099s; samplesPerSecond = 128783.0
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 1.50019531 * 1280; EvalClassificationError = 0.46328125 * 1280; time = 0.0098s; samplesPerSecond = 130910.1
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 1.48720703 * 1280; EvalClassificationError = 0.46250000 * 1280; time = 0.0098s; samplesPerSecond = 131012.0
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 1.47861328 * 1280; EvalClassificationError = 0.45390625 * 1280; time = 0.0098s; samplesPerSecond = 131048.2
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 1.43579102 * 1280; EvalClassificationError = 0.43671875 * 1280; time = 0.0098s; samplesPerSecond = 131263.2
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 1.58222656 * 1280; EvalClassificationError = 0.48593750 * 1280; time = 0.0098s; samplesPerSecond = 130628.2
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 1.47329102 * 1280; EvalClassificationError = 0.46250000 * 1280; time = 0.0098s; samplesPerSecond = 130857.9
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 1.46508789 * 1280; EvalClassificationError = 0.45234375 * 1280; time = 0.0098s; samplesPerSecond = 130693.6
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 1.56328125 * 1280; EvalClassificationError = 0.46406250 * 1280; time = 0.0098s; samplesPerSecond = 130068.1
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 1.51733398 * 1280; EvalClassificationError = 0.48046875 * 1280; time = 0.0101s; samplesPerSecond = 127032.0
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 1.53774414 * 1280; EvalClassificationError = 0.45781250 * 1280; time = 0.0098s; samplesPerSecond = 131052.2
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 1.43896484 * 1280; EvalClassificationError = 0.45390625 * 1280; time = 0.0098s; samplesPerSecond = 131100.5
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 1.44941406 * 1280; EvalClassificationError = 0.43593750 * 1280; time = 0.0098s; samplesPerSecond = 130795.1
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 1.48876953 * 1280; EvalClassificationError = 0.47031250 * 1280; time = 0.0098s; samplesPerSecond = 130993.2
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 1.49238281 * 1280; EvalClassificationError = 0.46093750 * 1280; time = 0.0098s; samplesPerSecond = 130205.7
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 1.51079102 * 1280; EvalClassificationError = 0.45625000 * 1280; time = 0.0097s; samplesPerSecond = 131346.7
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 1.46054687 * 1280; EvalClassificationError = 0.44218750 * 1280; time = 0.0098s; samplesPerSecond = 130871.3
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 1.48222656 * 1280; EvalClassificationError = 0.45625000 * 1280; time = 0.0098s; samplesPerSecond = 130573.6
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 1.50288086 * 1280; EvalClassificationError = 0.47109375 * 1280; time = 0.0098s; samplesPerSecond = 130743.0
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 1.48715820 * 1280; EvalClassificationError = 0.44531250 * 1280; time = 0.0098s; samplesPerSecond = 130269.3
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 1.41362305 * 1280; EvalClassificationError = 0.43203125 * 1280; time = 0.0098s; samplesPerSecond = 130613.6
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 1.47290039 * 1280; EvalClassificationError = 0.45312500 * 1280; time = 0.0098s; samplesPerSecond = 131177.1
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 1.50693359 * 1280; EvalClassificationError = 0.47734375 * 1280; time = 0.0098s; samplesPerSecond = 130168.6
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 1.44633789 * 1280; EvalClassificationError = 0.45703125 * 1280; time = 0.0098s; samplesPerSecond = 130371.5
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 1.45971680 * 1280; EvalClassificationError = 0.44843750 * 1280; time = 0.0098s; samplesPerSecond = 130053.5
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 1.58979492 * 1280; EvalClassificationError = 0.48515625 * 1280; time = 0.0099s; samplesPerSecond = 129234.2
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 1.51821289 * 1280; EvalClassificationError = 0.47421875 * 1280; time = 0.0098s; samplesPerSecond = 130950.3
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 1.49116211 * 1280; EvalClassificationError = 0.48515625 * 1280; time = 0.0099s; samplesPerSecond = 128880.3
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 1.49526367 * 1280; EvalClassificationError = 0.46406250 * 1280; time = 0.0099s; samplesPerSecond = 129449.8
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 1.48437500 * 1280; EvalClassificationError = 0.46640625 * 1280; time = 0.0098s; samplesPerSecond = 130533.7
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 1.52514648 * 1280; EvalClassificationError = 0.46796875 * 1280; time = 0.0100s; samplesPerSecond = 127369.5
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 1.54780273 * 1280; EvalClassificationError = 0.47734375 * 1280; time = 0.0098s; samplesPerSecond = 130181.8
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 1.53823242 * 1280; EvalClassificationError = 0.47109375 * 1280; time = 0.0098s; samplesPerSecond = 131170.4
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 1.49687500 * 1280; EvalClassificationError = 0.44843750 * 1280; time = 0.0098s; samplesPerSecond = 130473.8
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 1.49614258 * 1280; EvalClassificationError = 0.44843750 * 1280; time = 0.0098s; samplesPerSecond = 131037.4
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 1.47431641 * 1280; EvalClassificationError = 0.46093750 * 1280; time = 0.0098s; samplesPerSecond = 131260.5
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 1.54350586 * 1280; EvalClassificationError = 0.46250000 * 1280; time = 0.0098s; samplesPerSecond = 131274.0
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 1.54990234 * 1280; EvalClassificationError = 0.48671875 * 1280; time = 0.0098s; samplesPerSecond = 130636.2
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 1.51704102 * 1280; EvalClassificationError = 0.46015625 * 1280; time = 0.0098s; samplesPerSecond = 131089.8
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 1.52910156 * 1280; EvalClassificationError = 0.48750000 * 1280; time = 0.0099s; samplesPerSecond = 128707.9
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 1.45913086 * 1280; EvalClassificationError = 0.43984375 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 1.49858398 * 1280; EvalClassificationError = 0.45859375 * 1280; time = 0.0098s; samplesPerSecond = 131150.2
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 1.50097656 * 1280; EvalClassificationError = 0.45312500 * 1280; time = 0.0100s; samplesPerSecond = 127380.9
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 1.41430664 * 1280; EvalClassificationError = 0.44296875 * 1280; time = 0.0098s; samplesPerSecond = 130949.0
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 1.46831055 * 1280; EvalClassificationError = 0.44843750 * 1280; time = 0.0098s; samplesPerSecond = 130150.1
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 1.46020508 * 1280; EvalClassificationError = 0.45703125 * 1280; time = 0.0100s; samplesPerSecond = 128417.4
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 1.46704102 * 1280; EvalClassificationError = 0.44218750 * 1280; time = 0.0098s; samplesPerSecond = 130817.8
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 1.47031250 * 1280; EvalClassificationError = 0.44218750 * 1280; time = 0.0098s; samplesPerSecond = 130682.9
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 1.43945312 * 1280; EvalClassificationError = 0.45546875 * 1280; time = 0.0098s; samplesPerSecond = 131119.3
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 1.45380859 * 1280; EvalClassificationError = 0.45312500 * 1280; time = 0.0098s; samplesPerSecond = 131108.6
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 1.55478516 * 1280; EvalClassificationError = 0.49218750 * 1280; time = 0.0100s; samplesPerSecond = 128439.3
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 1.50761719 * 1280; EvalClassificationError = 0.46250000 * 1280; time = 0.0098s; samplesPerSecond = 130862.0
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 1.52670898 * 1280; EvalClassificationError = 0.47968750 * 1280; time = 0.0098s; samplesPerSecond = 130660.2
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 1.48691406 * 1280; EvalClassificationError = 0.44921875 * 1280; time = 0.0098s; samplesPerSecond = 130979.8
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 1.46752930 * 1280; EvalClassificationError = 0.45625000 * 1280; time = 0.0098s; samplesPerSecond = 130483.1
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 1.52041016 * 1280; EvalClassificationError = 0.45078125 * 1280; time = 0.0098s; samplesPerSecond = 130487.1
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 1.51098633 * 1280; EvalClassificationError = 0.46953125 * 1280; time = 0.0130s; samplesPerSecond = 98570.7
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 1.44809570 * 1280; EvalClassificationError = 0.45156250 * 1280; time = 0.0127s; samplesPerSecond = 100696.2
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 1.44306641 * 1280; EvalClassificationError = 0.44375000 * 1280; time = 0.0098s; samplesPerSecond = 130440.5
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 1.56469727 * 1280; EvalClassificationError = 0.48515625 * 1280; time = 0.0100s; samplesPerSecond = 127438.0
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 1.48247070 * 1280; EvalClassificationError = 0.44921875 * 1280; time = 0.0098s; samplesPerSecond = 130489.7
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 1.43847656 * 1280; EvalClassificationError = 0.43671875 * 1280; time = 0.0099s; samplesPerSecond = 129276.0
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 1.49912109 * 1280; EvalClassificationError = 0.45234375 * 1280; time = 0.0100s; samplesPerSecond = 128418.6
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 1.56401367 * 1280; EvalClassificationError = 0.50703125 * 1280; time = 0.0098s; samplesPerSecond = 130006.0
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 1.50312500 * 1280; EvalClassificationError = 0.45859375 * 1280; time = 0.0101s; samplesPerSecond = 126163.1
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 1.50053711 * 1280; EvalClassificationError = 0.47968750 * 1280; time = 0.0099s; samplesPerSecond = 129731.9
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 1.48413086 * 1280; EvalClassificationError = 0.43203125 * 1280; time = 0.0098s; samplesPerSecond = 130860.6
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 1.44340820 * 1280; EvalClassificationError = 0.45312500 * 1280; time = 0.0100s; samplesPerSecond = 128377.4
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 1.44887695 * 1280; EvalClassificationError = 0.44375000 * 1280; time = 0.0098s; samplesPerSecond = 130127.6
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 1.44956055 * 1280; EvalClassificationError = 0.44921875 * 1280; time = 0.0098s; samplesPerSecond = 130058.8
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 1.46391602 * 1280; EvalClassificationError = 0.45312500 * 1280; time = 0.0100s; samplesPerSecond = 127992.3
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 1.54863281 * 1280; EvalClassificationError = 0.46562500 * 1280; time = 0.0100s; samplesPerSecond = 127641.3
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 1.51640625 * 1280; EvalClassificationError = 0.48046875 * 1280; time = 0.0098s; samplesPerSecond = 130521.7
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 1.49882812 * 1280; EvalClassificationError = 0.47187500 * 1280; time = 0.0099s; samplesPerSecond = 129911.0
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 1.50351562 * 1280; EvalClassificationError = 0.46718750 * 1280; time = 0.0098s; samplesPerSecond = 130600.3
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 1.54775391 * 1280; EvalClassificationError = 0.47734375 * 1280; time = 0.0102s; samplesPerSecond = 125256.9
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 1.55449219 * 1280; EvalClassificationError = 0.46093750 * 1280; time = 0.0099s; samplesPerSecond = 129634.7
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 1.52060547 * 1280; EvalClassificationError = 0.46875000 * 1280; time = 0.0098s; samplesPerSecond = 130367.5
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 1.49184570 * 1280; EvalClassificationError = 0.46250000 * 1280; time = 0.0099s; samplesPerSecond = 129451.1
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 1.49238281 * 1280; EvalClassificationError = 0.44218750 * 1280; time = 0.0101s; samplesPerSecond = 126749.0
01/16/2018 22:32:01:  Epoch[ 3 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 1.53408203 * 1280; EvalClassificationError = 0.46093750 * 1280; time = 0.0098s; samplesPerSecond = 130634.9
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 1.53544922 * 1280; EvalClassificationError = 0.47500000 * 1280; time = 0.0099s; samplesPerSecond = 129306.0
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 1.44995117 * 1280; EvalClassificationError = 0.43593750 * 1280; time = 0.0099s; samplesPerSecond = 129911.0
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 1.53666992 * 1280; EvalClassificationError = 0.47031250 * 1280; time = 0.0099s; samplesPerSecond = 129696.4
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 1.47387695 * 1280; EvalClassificationError = 0.46718750 * 1280; time = 0.0101s; samplesPerSecond = 126935.0
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 1.46152344 * 1280; EvalClassificationError = 0.44765625 * 1280; time = 0.0100s; samplesPerSecond = 127702.5
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 1.48496094 * 1280; EvalClassificationError = 0.45390625 * 1280; time = 0.0098s; samplesPerSecond = 130213.6
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 1.43945312 * 1280; EvalClassificationError = 0.43359375 * 1280; time = 0.0099s; samplesPerSecond = 129351.7
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 1.37753906 * 1280; EvalClassificationError = 0.43984375 * 1280; time = 0.0098s; samplesPerSecond = 130225.6
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 1.53437500 * 1280; EvalClassificationError = 0.47500000 * 1280; time = 0.0100s; samplesPerSecond = 127968.0
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 1.56088867 * 1280; EvalClassificationError = 0.45000000 * 1280; time = 0.0099s; samplesPerSecond = 129813.5
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 1.50205078 * 1280; EvalClassificationError = 0.45546875 * 1280; time = 0.0098s; samplesPerSecond = 130733.6
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 1.50341797 * 1280; EvalClassificationError = 0.46093750 * 1280; time = 0.0099s; samplesPerSecond = 129329.5
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 1.54331055 * 1280; EvalClassificationError = 0.45937500 * 1280; time = 0.0100s; samplesPerSecond = 128497.3
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 1.51894531 * 1280; EvalClassificationError = 0.47890625 * 1280; time = 0.0098s; samplesPerSecond = 130720.3
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 1.48691406 * 1280; EvalClassificationError = 0.45000000 * 1280; time = 0.0098s; samplesPerSecond = 129970.4
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 1.55620117 * 1280; EvalClassificationError = 0.46875000 * 1280; time = 0.0098s; samplesPerSecond = 130719.0
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 1.52319336 * 1280; EvalClassificationError = 0.46796875 * 1280; time = 0.0098s; samplesPerSecond = 130706.9
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 1.49863281 * 1280; EvalClassificationError = 0.44843750 * 1280; time = 0.0098s; samplesPerSecond = 130289.2
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 1.44555664 * 1280; EvalClassificationError = 0.45234375 * 1280; time = 0.0098s; samplesPerSecond = 130985.2
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 1.51625977 * 1280; EvalClassificationError = 0.44687500 * 1280; time = 0.0142s; samplesPerSecond = 90080.6
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 1.50854492 * 1280; EvalClassificationError = 0.46406250 * 1280; time = 0.0099s; samplesPerSecond = 129913.6
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 1.48955078 * 1280; EvalClassificationError = 0.46171875 * 1280; time = 0.0098s; samplesPerSecond = 130371.5
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 1.50883789 * 1280; EvalClassificationError = 0.47500000 * 1280; time = 0.0098s; samplesPerSecond = 129978.3
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 1.43139648 * 1280; EvalClassificationError = 0.45468750 * 1280; time = 0.0102s; samplesPerSecond = 125822.0
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 1.46030273 * 1280; EvalClassificationError = 0.44140625 * 1280; time = 0.0098s; samplesPerSecond = 130573.6
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 1.46782227 * 1280; EvalClassificationError = 0.44062500 * 1280; time = 0.0098s; samplesPerSecond = 130570.9
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 1.45693359 * 1280; EvalClassificationError = 0.45859375 * 1280; time = 0.0101s; samplesPerSecond = 127217.6
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 1.48642578 * 1280; EvalClassificationError = 0.45937500 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 1.47036133 * 1280; EvalClassificationError = 0.46718750 * 1280; time = 0.0100s; samplesPerSecond = 128241.1
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 1.46201172 * 1280; EvalClassificationError = 0.46250000 * 1280; time = 0.0099s; samplesPerSecond = 129597.9
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 1.53657227 * 1280; EvalClassificationError = 0.45156250 * 1280; time = 0.0098s; samplesPerSecond = 130636.2
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 1.48271484 * 1280; EvalClassificationError = 0.45937500 * 1280; time = 0.0099s; samplesPerSecond = 129217.2
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 1.49951172 * 1280; EvalClassificationError = 0.46718750 * 1280; time = 0.0100s; samplesPerSecond = 128035.9
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 1.50214844 * 1280; EvalClassificationError = 0.47031250 * 1280; time = 0.0098s; samplesPerSecond = 130624.2
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 1.49467773 * 1280; EvalClassificationError = 0.45859375 * 1280; time = 0.0098s; samplesPerSecond = 130159.3
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 1.49467773 * 1280; EvalClassificationError = 0.46328125 * 1280; time = 0.0098s; samplesPerSecond = 130544.3
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 1.48413086 * 1280; EvalClassificationError = 0.43906250 * 1280; time = 0.0098s; samplesPerSecond = 130473.8
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 1.50820313 * 1280; EvalClassificationError = 0.45468750 * 1280; time = 0.0100s; samplesPerSecond = 127609.5
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 1.47749023 * 1280; EvalClassificationError = 0.46171875 * 1280; time = 0.0098s; samplesPerSecond = 130692.3
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 1.48740234 * 1280; EvalClassificationError = 0.45703125 * 1280; time = 0.0098s; samplesPerSecond = 129990.1
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 1.48247070 * 1280; EvalClassificationError = 0.44453125 * 1280; time = 0.0099s; samplesPerSecond = 129166.4
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 1.51425781 * 1280; EvalClassificationError = 0.46953125 * 1280; time = 0.0098s; samplesPerSecond = 130555.0
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 1.49707031 * 1280; EvalClassificationError = 0.45234375 * 1280; time = 0.0100s; samplesPerSecond = 127858.1
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 1.56962891 * 1280; EvalClassificationError = 0.46015625 * 1280; time = 0.0100s; samplesPerSecond = 128532.1
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 1.37148438 * 1280; EvalClassificationError = 0.41796875 * 1280; time = 0.0098s; samplesPerSecond = 130600.3
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 1.48476563 * 1280; EvalClassificationError = 0.46250000 * 1280; time = 0.0099s; samplesPerSecond = 129229.0
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 1.51132812 * 1280; EvalClassificationError = 0.46562500 * 1280; time = 0.0098s; samplesPerSecond = 130975.8
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 1.56015625 * 1280; EvalClassificationError = 0.47265625 * 1280; time = 0.0098s; samplesPerSecond = 130825.8
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 1.48535156 * 1280; EvalClassificationError = 0.44687500 * 1280; time = 0.0102s; samplesPerSecond = 126027.7
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 1.46181641 * 1280; EvalClassificationError = 0.45390625 * 1280; time = 0.0098s; samplesPerSecond = 130855.3
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 1.49853516 * 1280; EvalClassificationError = 0.45781250 * 1280; time = 0.0098s; samplesPerSecond = 130809.8
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 1.46279297 * 1280; EvalClassificationError = 0.44765625 * 1280; time = 0.0099s; samplesPerSecond = 129452.5
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 1.52822266 * 1280; EvalClassificationError = 0.45468750 * 1280; time = 0.0098s; samplesPerSecond = 130670.9
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 1.45927734 * 1280; EvalClassificationError = 0.44062500 * 1280; time = 0.0101s; samplesPerSecond = 126132.0
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 1.48867188 * 1280; EvalClassificationError = 0.44765625 * 1280; time = 0.0098s; samplesPerSecond = 130278.6
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 1.52890625 * 1280; EvalClassificationError = 0.45156250 * 1280; time = 0.0098s; samplesPerSecond = 130690.9
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 1.51914062 * 1280; EvalClassificationError = 0.45703125 * 1280; time = 0.0098s; samplesPerSecond = 130040.3
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 1.48232422 * 1280; EvalClassificationError = 0.45234375 * 1280; time = 0.0101s; samplesPerSecond = 126431.0
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 1.46435547 * 1280; EvalClassificationError = 0.46406250 * 1280; time = 0.0098s; samplesPerSecond = 130725.6
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 1.45917969 * 1280; EvalClassificationError = 0.44140625 * 1280; time = 0.0099s; samplesPerSecond = 129304.7
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 1.56650391 * 1280; EvalClassificationError = 0.48828125 * 1280; time = 0.0099s; samplesPerSecond = 129510.1
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 1.56845703 * 1280; EvalClassificationError = 0.46171875 * 1280; time = 0.0100s; samplesPerSecond = 127392.3
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 1.45507812 * 1280; EvalClassificationError = 0.45859375 * 1280; time = 0.0098s; samplesPerSecond = 129962.4
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 1.38857422 * 1280; EvalClassificationError = 0.43906250 * 1280; time = 0.0098s; samplesPerSecond = 130951.7
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 1.52431641 * 1280; EvalClassificationError = 0.44921875 * 1280; time = 0.0100s; samplesPerSecond = 128110.2
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 1.48085938 * 1280; EvalClassificationError = 0.46953125 * 1280; time = 0.0100s; samplesPerSecond = 128372.3
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 1.45654297 * 1280; EvalClassificationError = 0.44296875 * 1280; time = 0.0098s; samplesPerSecond = 130375.4
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 1.47373047 * 1280; EvalClassificationError = 0.45859375 * 1280; time = 0.0098s; samplesPerSecond = 130057.5
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 1.46601563 * 1280; EvalClassificationError = 0.44453125 * 1280; time = 0.0100s; samplesPerSecond = 128094.8
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 1.48544922 * 1280; EvalClassificationError = 0.46953125 * 1280; time = 0.0098s; samplesPerSecond = 130864.6
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 1.50898438 * 1280; EvalClassificationError = 0.47187500 * 1280; time = 0.0098s; samplesPerSecond = 130039.0
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 1.54111328 * 1280; EvalClassificationError = 0.46718750 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 1.47705078 * 1280; EvalClassificationError = 0.45625000 * 1280; time = 0.0100s; samplesPerSecond = 128048.7
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 1.48525391 * 1280; EvalClassificationError = 0.45312500 * 1280; time = 0.0101s; samplesPerSecond = 127336.6
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 1.43916016 * 1280; EvalClassificationError = 0.44140625 * 1280; time = 0.0098s; samplesPerSecond = 130704.3
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 1.46220703 * 1280; EvalClassificationError = 0.45000000 * 1280; time = 0.0100s; samplesPerSecond = 128155.1
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 1.44199219 * 1280; EvalClassificationError = 0.43437500 * 1280; time = 0.0100s; samplesPerSecond = 127624.8
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 1.53515625 * 1280; EvalClassificationError = 0.46328125 * 1280; time = 0.0098s; samplesPerSecond = 130644.2
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 1.48896484 * 1280; EvalClassificationError = 0.45078125 * 1280; time = 0.0099s; samplesPerSecond = 128981.5
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 1.51240234 * 1280; EvalClassificationError = 0.46718750 * 1280; time = 0.0099s; samplesPerSecond = 129876.7
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 1.47343750 * 1280; EvalClassificationError = 0.47031250 * 1280; time = 0.0098s; samplesPerSecond = 130509.7
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 1.49521484 * 1280; EvalClassificationError = 0.46640625 * 1280; time = 0.0098s; samplesPerSecond = 130367.5
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 1.39531250 * 1280; EvalClassificationError = 0.42968750 * 1280; time = 0.0099s; samplesPerSecond = 128807.6
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 1.47373047 * 1280; EvalClassificationError = 0.43906250 * 1280; time = 0.0100s; samplesPerSecond = 128489.5
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 1.47910156 * 1280; EvalClassificationError = 0.45000000 * 1280; time = 0.0099s; samplesPerSecond = 128967.3
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 1.53066406 * 1280; EvalClassificationError = 0.45234375 * 1280; time = 0.0098s; samplesPerSecond = 130747.0
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 1.47832031 * 1280; EvalClassificationError = 0.45234375 * 1280; time = 0.0098s; samplesPerSecond = 130543.0
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 1.46621094 * 1280; EvalClassificationError = 0.44843750 * 1280; time = 0.0098s; samplesPerSecond = 130378.1
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 1.45058594 * 1280; EvalClassificationError = 0.45312500 * 1280; time = 0.0098s; samplesPerSecond = 130524.3
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 1.49785156 * 1280; EvalClassificationError = 0.44531250 * 1280; time = 0.0099s; samplesPerSecond = 129882.0
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 1.43769531 * 1280; EvalClassificationError = 0.45937500 * 1280; time = 0.0099s; samplesPerSecond = 129552.0
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 1.48984375 * 1280; EvalClassificationError = 0.46562500 * 1280; time = 0.0098s; samplesPerSecond = 130721.6
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 1.47500000 * 1280; EvalClassificationError = 0.46875000 * 1280; time = 0.0100s; samplesPerSecond = 127891.3
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 1.45078125 * 1280; EvalClassificationError = 0.45312500 * 1280; time = 0.0099s; samplesPerSecond = 129549.4
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 1.49394531 * 1280; EvalClassificationError = 0.45468750 * 1280; time = 0.0098s; samplesPerSecond = 130241.5
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 1.50566406 * 1280; EvalClassificationError = 0.44843750 * 1280; time = 0.0099s; samplesPerSecond = 129855.6
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 1.45742188 * 1280; EvalClassificationError = 0.44375000 * 1280; time = 0.0098s; samplesPerSecond = 130617.6
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 1.51542969 * 1280; EvalClassificationError = 0.45937500 * 1280; time = 0.0099s; samplesPerSecond = 128683.3
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 1.53740234 * 1280; EvalClassificationError = 0.46953125 * 1280; time = 0.0100s; samplesPerSecond = 128164.0
01/16/2018 22:32:02:  Epoch[ 3 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 1.46679688 * 1280; EvalClassificationError = 0.45000000 * 1280; time = 0.0098s; samplesPerSecond = 130908.8
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 1.55644531 * 1280; EvalClassificationError = 0.47734375 * 1280; time = 0.0099s; samplesPerSecond = 129503.5
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 1.54052734 * 1280; EvalClassificationError = 0.48437500 * 1280; time = 0.0101s; samplesPerSecond = 126211.6
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 1.48105469 * 1280; EvalClassificationError = 0.46171875 * 1280; time = 0.0098s; samplesPerSecond = 130432.6
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 1.44804687 * 1280; EvalClassificationError = 0.44062500 * 1280; time = 0.0101s; samplesPerSecond = 126523.5
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 1.52187500 * 1280; EvalClassificationError = 0.46250000 * 1280; time = 0.0100s; samplesPerSecond = 128001.3
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 1.50380859 * 1280; EvalClassificationError = 0.44843750 * 1280; time = 0.0098s; samplesPerSecond = 130697.6
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 1.46875000 * 1280; EvalClassificationError = 0.44921875 * 1280; time = 0.0099s; samplesPerSecond = 129783.2
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 1.47041016 * 1280; EvalClassificationError = 0.47500000 * 1280; time = 0.0098s; samplesPerSecond = 130673.6
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 1.52607422 * 1280; EvalClassificationError = 0.47656250 * 1280; time = 0.0101s; samplesPerSecond = 127049.7
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 1.50175781 * 1280; EvalClassificationError = 0.46093750 * 1280; time = 0.0100s; samplesPerSecond = 128070.4
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 1.52539062 * 1280; EvalClassificationError = 0.46796875 * 1280; time = 0.0098s; samplesPerSecond = 130551.0
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 1.43828125 * 1280; EvalClassificationError = 0.43750000 * 1280; time = 0.0098s; samplesPerSecond = 129996.8
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 1.44365234 * 1280; EvalClassificationError = 0.43671875 * 1280; time = 0.0098s; samplesPerSecond = 130360.8
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 1.46396484 * 1280; EvalClassificationError = 0.46328125 * 1280; time = 0.0098s; samplesPerSecond = 130706.9
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 1.47138672 * 1280; EvalClassificationError = 0.45390625 * 1280; time = 0.0101s; samplesPerSecond = 127083.7
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 1.45703125 * 1280; EvalClassificationError = 0.45312500 * 1280; time = 0.0099s; samplesPerSecond = 129076.5
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 1.50400391 * 1280; EvalClassificationError = 0.46171875 * 1280; time = 0.0098s; samplesPerSecond = 130958.3
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 1.51406250 * 1280; EvalClassificationError = 0.45937500 * 1280; time = 0.0099s; samplesPerSecond = 129497.0
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 1.51582031 * 1280; EvalClassificationError = 0.45468750 * 1280; time = 0.0098s; samplesPerSecond = 131060.3
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 1.48964844 * 1280; EvalClassificationError = 0.46171875 * 1280; time = 0.0102s; samplesPerSecond = 125638.0
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 1.44589844 * 1280; EvalClassificationError = 0.44453125 * 1280; time = 0.0098s; samplesPerSecond = 130326.3
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 1.49228516 * 1280; EvalClassificationError = 0.45390625 * 1280; time = 0.0098s; samplesPerSecond = 130852.6
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 1.46523438 * 1280; EvalClassificationError = 0.43984375 * 1280; time = 0.0098s; samplesPerSecond = 129971.7
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 1.40878906 * 1280; EvalClassificationError = 0.43593750 * 1280; time = 0.0100s; samplesPerSecond = 128215.4
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 1.51777344 * 1280; EvalClassificationError = 0.46093750 * 1280; time = 0.0098s; samplesPerSecond = 130557.6
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 1.40244141 * 1280; EvalClassificationError = 0.42734375 * 1280; time = 0.0099s; samplesPerSecond = 129741.1
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 1.43925781 * 1280; EvalClassificationError = 0.45156250 * 1280; time = 0.0098s; samplesPerSecond = 130228.2
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 1.46923828 * 1280; EvalClassificationError = 0.44765625 * 1280; time = 0.0098s; samplesPerSecond = 130313.1
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 1.45810547 * 1280; EvalClassificationError = 0.46171875 * 1280; time = 0.0100s; samplesPerSecond = 127654.1
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 1.46542969 * 1280; EvalClassificationError = 0.46484375 * 1280; time = 0.0098s; samplesPerSecond = 130872.7
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 1.47773438 * 1280; EvalClassificationError = 0.46093750 * 1280; time = 0.0101s; samplesPerSecond = 127326.4
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 1.40498047 * 1280; EvalClassificationError = 0.43515625 * 1280; time = 0.0100s; samplesPerSecond = 128489.5
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 1.49873047 * 1280; EvalClassificationError = 0.47500000 * 1280; time = 0.0098s; samplesPerSecond = 130641.6
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 1.52343750 * 1280; EvalClassificationError = 0.46718750 * 1280; time = 0.0101s; samplesPerSecond = 126403.5
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 1.45625000 * 1280; EvalClassificationError = 0.43984375 * 1280; time = 0.0098s; samplesPerSecond = 130821.8
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 1.52871094 * 1280; EvalClassificationError = 0.46093750 * 1280; time = 0.0098s; samplesPerSecond = 130205.7
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 1.43750000 * 1280; EvalClassificationError = 0.44218750 * 1280; time = 0.0099s; samplesPerSecond = 129913.6
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 1.42041016 * 1280; EvalClassificationError = 0.44843750 * 1280; time = 0.0098s; samplesPerSecond = 130440.5
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 1.48613281 * 1280; EvalClassificationError = 0.44453125 * 1280; time = 0.0098s; samplesPerSecond = 130091.9
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 1.47822266 * 1280; EvalClassificationError = 0.44843750 * 1280; time = 0.0101s; samplesPerSecond = 126572.3
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 1.49228516 * 1280; EvalClassificationError = 0.46796875 * 1280; time = 0.0098s; samplesPerSecond = 129955.8
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 1.52871094 * 1280; EvalClassificationError = 0.46328125 * 1280; time = 0.0098s; samplesPerSecond = 130748.3
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 1.45576172 * 1280; EvalClassificationError = 0.44296875 * 1280; time = 0.0099s; samplesPerSecond = 128864.7
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 1.39726562 * 1280; EvalClassificationError = 0.45000000 * 1280; time = 0.0098s; samplesPerSecond = 130114.4
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 1.50576172 * 1280; EvalClassificationError = 0.45859375 * 1280; time = 0.0100s; samplesPerSecond = 127699.9
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 1.49658203 * 1280; EvalClassificationError = 0.46328125 * 1280; time = 0.0099s; samplesPerSecond = 129389.6
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 1.44257813 * 1280; EvalClassificationError = 0.43437500 * 1280; time = 0.0098s; samplesPerSecond = 130338.3
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 1.45390625 * 1280; EvalClassificationError = 0.43984375 * 1280; time = 0.0101s; samplesPerSecond = 127167.1
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 1.42431641 * 1280; EvalClassificationError = 0.45156250 * 1280; time = 0.0101s; samplesPerSecond = 126901.0
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 1.51562500 * 1280; EvalClassificationError = 0.47343750 * 1280; time = 0.0098s; samplesPerSecond = 130637.6
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 1.41728516 * 1280; EvalClassificationError = 0.42421875 * 1280; time = 0.0098s; samplesPerSecond = 130142.1
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 1.47050781 * 1280; EvalClassificationError = 0.45078125 * 1280; time = 0.0101s; samplesPerSecond = 126343.6
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 1.40966797 * 1280; EvalClassificationError = 0.42890625 * 1280; time = 0.0098s; samplesPerSecond = 130772.4
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 1.39375000 * 1280; EvalClassificationError = 0.43515625 * 1280; time = 0.0100s; samplesPerSecond = 128554.1
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 1.54580078 * 1280; EvalClassificationError = 0.46875000 * 1280; time = 0.0098s; samplesPerSecond = 130959.7
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 1.52656250 * 1280; EvalClassificationError = 0.46640625 * 1280; time = 0.0099s; samplesPerSecond = 129212.0
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 1.44599609 * 1280; EvalClassificationError = 0.45546875 * 1280; time = 0.0101s; samplesPerSecond = 127336.6
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 1.50263672 * 1280; EvalClassificationError = 0.47812500 * 1280; time = 0.0098s; samplesPerSecond = 130813.8
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 1.46474609 * 1280; EvalClassificationError = 0.46250000 * 1280; time = 0.0100s; samplesPerSecond = 127720.3
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 1.36269531 * 1280; EvalClassificationError = 0.43046875 * 1280; time = 0.0099s; samplesPerSecond = 129712.2
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 1.48964844 * 1280; EvalClassificationError = 0.45390625 * 1280; time = 0.0098s; samplesPerSecond = 130338.3
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 1.50751953 * 1280; EvalClassificationError = 0.46796875 * 1280; time = 0.0099s; samplesPerSecond = 129359.6
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 1.44150391 * 1280; EvalClassificationError = 0.44218750 * 1280; time = 0.0099s; samplesPerSecond = 129611.1
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 1.44658203 * 1280; EvalClassificationError = 0.44765625 * 1280; time = 0.0099s; samplesPerSecond = 129617.6
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 1.44111328 * 1280; EvalClassificationError = 0.44218750 * 1280; time = 0.0100s; samplesPerSecond = 128112.7
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 1.43603516 * 1280; EvalClassificationError = 0.45703125 * 1280; time = 0.0098s; samplesPerSecond = 130143.5
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 1.42568359 * 1280; EvalClassificationError = 0.42968750 * 1280; time = 0.0100s; samplesPerSecond = 127548.5
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 1.46640625 * 1280; EvalClassificationError = 0.44609375 * 1280; time = 0.0098s; samplesPerSecond = 130105.1
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 1.46845703 * 1280; EvalClassificationError = 0.45000000 * 1280; time = 0.0098s; samplesPerSecond = 130399.3
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 1.45576172 * 1280; EvalClassificationError = 0.46640625 * 1280; time = 0.0101s; samplesPerSecond = 126522.2
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 1.42656250 * 1280; EvalClassificationError = 0.43125000 * 1280; time = 0.0099s; samplesPerSecond = 129286.4
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 1.51337891 * 1280; EvalClassificationError = 0.45312500 * 1280; time = 0.0098s; samplesPerSecond = 130644.2
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 1.44726562 * 1280; EvalClassificationError = 0.43750000 * 1280; time = 0.0099s; samplesPerSecond = 129766.1
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 1.40888672 * 1280; EvalClassificationError = 0.45078125 * 1280; time = 0.0100s; samplesPerSecond = 127705.0
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 1.49355469 * 1280; EvalClassificationError = 0.45937500 * 1280; time = 0.0098s; samplesPerSecond = 130590.9
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 1.48105469 * 1280; EvalClassificationError = 0.45703125 * 1280; time = 0.0098s; samplesPerSecond = 130516.4
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 1.43623047 * 1280; EvalClassificationError = 0.43906250 * 1280; time = 0.0099s; samplesPerSecond = 129525.8
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 1.44238281 * 1280; EvalClassificationError = 0.46328125 * 1280; time = 0.0099s; samplesPerSecond = 129771.4
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 1.56630859 * 1280; EvalClassificationError = 0.47109375 * 1280; time = 0.0100s; samplesPerSecond = 127649.0
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 1.49140625 * 1280; EvalClassificationError = 0.46562500 * 1280; time = 0.0098s; samplesPerSecond = 129979.6
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 1.46533203 * 1280; EvalClassificationError = 0.45000000 * 1280; time = 0.0100s; samplesPerSecond = 127506.5
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 1.45078125 * 1280; EvalClassificationError = 0.44218750 * 1280; time = 0.0101s; samplesPerSecond = 126682.5
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 1.44755859 * 1280; EvalClassificationError = 0.44765625 * 1280; time = 0.0098s; samplesPerSecond = 130637.6
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 1.43642578 * 1280; EvalClassificationError = 0.45156250 * 1280; time = 0.0100s; samplesPerSecond = 128284.8
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 1.50654297 * 1280; EvalClassificationError = 0.46562500 * 1280; time = 0.0098s; samplesPerSecond = 130293.2
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 1.48095703 * 1280; EvalClassificationError = 0.45937500 * 1280; time = 0.0098s; samplesPerSecond = 130195.1
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 1.43593750 * 1280; EvalClassificationError = 0.43906250 * 1280; time = 0.0100s; samplesPerSecond = 128338.8
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 1.42568359 * 1280; EvalClassificationError = 0.44765625 * 1280; time = 0.0101s; samplesPerSecond = 127201.2
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 1.45009766 * 1280; EvalClassificationError = 0.44921875 * 1280; time = 0.0098s; samplesPerSecond = 130532.3
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 1.35712891 * 1280; EvalClassificationError = 0.42890625 * 1280; time = 0.0100s; samplesPerSecond = 127923.2
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 1.49609375 * 1280; EvalClassificationError = 0.45312500 * 1280; time = 0.0098s; samplesPerSecond = 130686.9
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 1.43105469 * 1280; EvalClassificationError = 0.44531250 * 1280; time = 0.0101s; samplesPerSecond = 126581.0
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 1.43281250 * 1280; EvalClassificationError = 0.45859375 * 1280; time = 0.0098s; samplesPerSecond = 130241.5
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 1.50722656 * 1280; EvalClassificationError = 0.47265625 * 1280; time = 0.0098s; samplesPerSecond = 130517.7
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 1.47578125 * 1280; EvalClassificationError = 0.44687500 * 1280; time = 0.0101s; samplesPerSecond = 126863.3
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 1.47744141 * 1280; EvalClassificationError = 0.45390625 * 1280; time = 0.0099s; samplesPerSecond = 128959.5
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 1.47294922 * 1280; EvalClassificationError = 0.45312500 * 1280; time = 0.0098s; samplesPerSecond = 130840.5
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 1.44335938 * 1280; EvalClassificationError = 0.45390625 * 1280; time = 0.0098s; samplesPerSecond = 130189.8
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 1.42568359 * 1280; EvalClassificationError = 0.43828125 * 1280; time = 0.0101s; samplesPerSecond = 127220.1
01/16/2018 22:32:03:  Epoch[ 3 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 1.47519531 * 1280; EvalClassificationError = 0.45703125 * 1280; time = 0.0098s; samplesPerSecond = 130211.0
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 1.48261719 * 1280; EvalClassificationError = 0.46640625 * 1280; time = 0.0098s; samplesPerSecond = 129965.1
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 1.50898438 * 1280; EvalClassificationError = 0.45703125 * 1280; time = 0.0099s; samplesPerSecond = 129102.5
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 1.43115234 * 1280; EvalClassificationError = 0.44218750 * 1280; time = 0.0098s; samplesPerSecond = 130171.3
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 1.45585937 * 1280; EvalClassificationError = 0.44765625 * 1280; time = 0.0102s; samplesPerSecond = 125183.4
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 1.43964844 * 1280; EvalClassificationError = 0.43984375 * 1280; time = 0.0098s; samplesPerSecond = 130749.7
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 1.41992188 * 1280; EvalClassificationError = 0.44531250 * 1280; time = 0.0099s; samplesPerSecond = 129688.5
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 1.41455078 * 1280; EvalClassificationError = 0.44140625 * 1280; time = 0.0099s; samplesPerSecond = 129504.8
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 1.48261719 * 1280; EvalClassificationError = 0.47265625 * 1280; time = 0.0098s; samplesPerSecond = 130299.8
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 1.49453125 * 1280; EvalClassificationError = 0.46562500 * 1280; time = 0.0102s; samplesPerSecond = 125907.4
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 1.36992187 * 1280; EvalClassificationError = 0.40859375 * 1280; time = 0.0099s; samplesPerSecond = 128799.8
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 1.43300781 * 1280; EvalClassificationError = 0.43671875 * 1280; time = 0.0098s; samplesPerSecond = 130481.8
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 1.46835937 * 1280; EvalClassificationError = 0.46171875 * 1280; time = 0.0100s; samplesPerSecond = 127937.3
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 1.41835938 * 1280; EvalClassificationError = 0.43906250 * 1280; time = 0.0100s; samplesPerSecond = 127617.1
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 1.46621094 * 1280; EvalClassificationError = 0.47031250 * 1280; time = 0.0098s; samplesPerSecond = 130294.5
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 1.44677734 * 1280; EvalClassificationError = 0.45078125 * 1280; time = 0.0100s; samplesPerSecond = 128098.6
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 1.44755859 * 1280; EvalClassificationError = 0.45312500 * 1280; time = 0.0098s; samplesPerSecond = 130062.8
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 1.40371094 * 1280; EvalClassificationError = 0.44531250 * 1280; time = 0.0101s; samplesPerSecond = 126941.3
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 1.44013672 * 1280; EvalClassificationError = 0.45703125 * 1280; time = 0.0098s; samplesPerSecond = 130524.3
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 1.40947266 * 1280; EvalClassificationError = 0.42421875 * 1280; time = 0.0098s; samplesPerSecond = 130702.9
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 1.38769531 * 1280; EvalClassificationError = 0.42734375 * 1280; time = 0.0101s; samplesPerSecond = 126200.4
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 1.43583984 * 1280; EvalClassificationError = 0.42343750 * 1280; time = 0.0100s; samplesPerSecond = 127947.5
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 1.50458984 * 1280; EvalClassificationError = 0.45390625 * 1280; time = 0.0098s; samplesPerSecond = 130930.2
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 1.52890625 * 1280; EvalClassificationError = 0.47265625 * 1280; time = 0.0099s; samplesPerSecond = 129357.0
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 1.53769531 * 1280; EvalClassificationError = 0.47187500 * 1280; time = 0.0101s; samplesPerSecond = 126951.4
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 1.45078125 * 1280; EvalClassificationError = 0.44687500 * 1280; time = 0.0098s; samplesPerSecond = 130253.4
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 1.42412109 * 1280; EvalClassificationError = 0.45078125 * 1280; time = 0.0099s; samplesPerSecond = 129452.5
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 1.37539063 * 1280; EvalClassificationError = 0.43906250 * 1280; time = 0.0098s; samplesPerSecond = 130217.6
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 1.43300781 * 1280; EvalClassificationError = 0.43046875 * 1280; time = 0.0098s; samplesPerSecond = 130519.0
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 1.47871094 * 1280; EvalClassificationError = 0.45546875 * 1280; time = 0.0101s; samplesPerSecond = 126904.8
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 1.39208984 * 1280; EvalClassificationError = 0.44453125 * 1280; time = 0.0098s; samplesPerSecond = 130720.3
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 1.40126953 * 1280; EvalClassificationError = 0.44296875 * 1280; time = 0.0098s; samplesPerSecond = 130531.0
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 1.45996094 * 1280; EvalClassificationError = 0.43750000 * 1280; time = 0.0099s; samplesPerSecond = 129632.1
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 1.47978516 * 1280; EvalClassificationError = 0.45703125 * 1280; time = 0.0098s; samplesPerSecond = 130886.0
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 1.43046875 * 1280; EvalClassificationError = 0.45703125 * 1280; time = 0.0101s; samplesPerSecond = 126937.5
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 1.49531250 * 1280; EvalClassificationError = 0.43671875 * 1280; time = 0.0100s; samplesPerSecond = 128508.9
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 1.50751953 * 1280; EvalClassificationError = 0.46093750 * 1280; time = 0.0099s; samplesPerSecond = 129776.6
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 1.43632812 * 1280; EvalClassificationError = 0.43359375 * 1280; time = 0.0098s; samplesPerSecond = 130091.9
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 1.38515625 * 1280; EvalClassificationError = 0.41875000 * 1280; time = 0.0098s; samplesPerSecond = 129994.1
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 1.46464844 * 1280; EvalClassificationError = 0.44687500 * 1280; time = 0.0098s; samplesPerSecond = 130394.0
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 1.42402344 * 1280; EvalClassificationError = 0.44296875 * 1280; time = 0.0101s; samplesPerSecond = 126217.8
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 1.42519531 * 1280; EvalClassificationError = 0.45156250 * 1280; time = 0.0098s; samplesPerSecond = 130692.3
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 1.48349609 * 1280; EvalClassificationError = 0.44375000 * 1280; time = 0.0100s; samplesPerSecond = 128497.3
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 1.48535156 * 1280; EvalClassificationError = 0.45312500 * 1280; time = 0.0100s; samplesPerSecond = 128324.7
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 1.51943359 * 1280; EvalClassificationError = 0.46953125 * 1280; time = 0.0099s; samplesPerSecond = 128695.0
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 1.47480469 * 1280; EvalClassificationError = 0.45781250 * 1280; time = 0.0100s; samplesPerSecond = 127591.7
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 1.45283203 * 1280; EvalClassificationError = 0.44765625 * 1280; time = 0.0100s; samplesPerSecond = 128364.6
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 1.48271484 * 1280; EvalClassificationError = 0.45390625 * 1280; time = 0.0098s; samplesPerSecond = 130412.6
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 1.42207031 * 1280; EvalClassificationError = 0.43125000 * 1280; time = 0.0098s; samplesPerSecond = 129991.5
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 1.47343750 * 1280; EvalClassificationError = 0.46406250 * 1280; time = 0.0100s; samplesPerSecond = 128345.2
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 1.51162109 * 1280; EvalClassificationError = 0.46015625 * 1280; time = 0.0098s; samplesPerSecond = 130279.9
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 1.43066406 * 1280; EvalClassificationError = 0.44609375 * 1280; time = 0.0099s; samplesPerSecond = 128676.8
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 1.45302734 * 1280; EvalClassificationError = 0.45468750 * 1280; time = 0.0098s; samplesPerSecond = 130740.3
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 1.45732422 * 1280; EvalClassificationError = 0.45078125 * 1280; time = 0.0098s; samplesPerSecond = 130783.1
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 1.54316406 * 1280; EvalClassificationError = 0.46484375 * 1280; time = 0.0100s; samplesPerSecond = 127604.4
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 1.46455078 * 1280; EvalClassificationError = 0.45625000 * 1280; time = 0.0098s; samplesPerSecond = 130417.9
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 1.48369141 * 1280; EvalClassificationError = 0.45156250 * 1280; time = 0.0100s; samplesPerSecond = 128542.4
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 1.48447266 * 1280; EvalClassificationError = 0.46015625 * 1280; time = 0.0100s; samplesPerSecond = 128147.4
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 1.34960938 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0098s; samplesPerSecond = 129978.3
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 1.46162109 * 1280; EvalClassificationError = 0.43750000 * 1280; time = 0.0104s; samplesPerSecond = 123142.0
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 1.50146484 * 1280; EvalClassificationError = 0.44609375 * 1280; time = 0.0099s; samplesPerSecond = 129721.4
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 1.47724609 * 1280; EvalClassificationError = 0.44843750 * 1280; time = 0.0098s; samplesPerSecond = 130634.9
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 1.52470703 * 1280; EvalClassificationError = 0.45390625 * 1280; time = 0.0104s; samplesPerSecond = 123519.9
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 1.43066406 * 1280; EvalClassificationError = 0.43125000 * 1280; time = 0.0098s; samplesPerSecond = 130367.5
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 1.53085937 * 1280; EvalClassificationError = 0.46171875 * 1280; time = 0.0099s; samplesPerSecond = 129518.0
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 1.44023437 * 1280; EvalClassificationError = 0.44843750 * 1280; time = 0.0101s; samplesPerSecond = 126913.6
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 1.43593750 * 1280; EvalClassificationError = 0.44765625 * 1280; time = 0.0100s; samplesPerSecond = 128565.7
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 1.50029297 * 1280; EvalClassificationError = 0.47031250 * 1280; time = 0.0098s; samplesPerSecond = 130727.0
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 1.42900391 * 1280; EvalClassificationError = 0.43515625 * 1280; time = 0.0099s; samplesPerSecond = 128956.9
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 1.46503906 * 1280; EvalClassificationError = 0.46171875 * 1280; time = 0.0098s; samplesPerSecond = 130652.2
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 1.45244141 * 1280; EvalClassificationError = 0.45234375 * 1280; time = 0.0100s; samplesPerSecond = 127656.6
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 1.40966797 * 1280; EvalClassificationError = 0.44531250 * 1280; time = 0.0098s; samplesPerSecond = 130065.4
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 1.50878906 * 1280; EvalClassificationError = 0.46953125 * 1280; time = 0.0098s; samplesPerSecond = 130622.9
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 1.46328125 * 1280; EvalClassificationError = 0.44062500 * 1280; time = 0.0099s; samplesPerSecond = 129306.0
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 1.53847656 * 1280; EvalClassificationError = 0.46484375 * 1280; time = 0.0100s; samplesPerSecond = 127748.3
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 1.51171875 * 1280; EvalClassificationError = 0.46875000 * 1280; time = 0.0098s; samplesPerSecond = 130545.6
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 1.45751953 * 1280; EvalClassificationError = 0.44765625 * 1280; time = 0.0099s; samplesPerSecond = 128660.0
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 1.42958984 * 1280; EvalClassificationError = 0.43593750 * 1280; time = 0.0098s; samplesPerSecond = 130649.6
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 1.45859375 * 1280; EvalClassificationError = 0.43984375 * 1280; time = 0.0099s; samplesPerSecond = 129878.0
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 1.42880859 * 1280; EvalClassificationError = 0.45468750 * 1280; time = 0.0101s; samplesPerSecond = 126521.0
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 1.41806641 * 1280; EvalClassificationError = 0.43984375 * 1280; time = 0.0099s; samplesPerSecond = 129622.9
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 1.47441406 * 1280; EvalClassificationError = 0.44062500 * 1280; time = 0.0099s; samplesPerSecond = 128828.4
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 1.44482422 * 1280; EvalClassificationError = 0.43671875 * 1280; time = 0.0099s; samplesPerSecond = 129893.9
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 1.59697266 * 1280; EvalClassificationError = 0.46875000 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 1.51201172 * 1280; EvalClassificationError = 0.46250000 * 1280; time = 0.0101s; samplesPerSecond = 126922.4
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 1.43310547 * 1280; EvalClassificationError = 0.43750000 * 1280; time = 0.0099s; samplesPerSecond = 129766.1
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 1.59707031 * 1280; EvalClassificationError = 0.48359375 * 1280; time = 0.0098s; samplesPerSecond = 130559.0
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 1.48740234 * 1280; EvalClassificationError = 0.46875000 * 1280; time = 0.0100s; samplesPerSecond = 128166.6
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 1.46689453 * 1280; EvalClassificationError = 0.44296875 * 1280; time = 0.0100s; samplesPerSecond = 127872.1
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 1.44550781 * 1280; EvalClassificationError = 0.45859375 * 1280; time = 0.0098s; samplesPerSecond = 130853.9
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 1.43876953 * 1280; EvalClassificationError = 0.44296875 * 1280; time = 0.0100s; samplesPerSecond = 128155.1
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 1.42275391 * 1280; EvalClassificationError = 0.43515625 * 1280; time = 0.0098s; samplesPerSecond = 130797.8
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 1.46513672 * 1280; EvalClassificationError = 0.43828125 * 1280; time = 0.0101s; samplesPerSecond = 127311.2
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 1.45546875 * 1280; EvalClassificationError = 0.43906250 * 1280; time = 0.0098s; samplesPerSecond = 130971.7
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 1.43623047 * 1280; EvalClassificationError = 0.44609375 * 1280; time = 0.0098s; samplesPerSecond = 130693.6
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 1.45585937 * 1280; EvalClassificationError = 0.44687500 * 1280; time = 0.0101s; samplesPerSecond = 127246.7
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 1.39482422 * 1280; EvalClassificationError = 0.42500000 * 1280; time = 0.0100s; samplesPerSecond = 128255.2
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 1.48027344 * 1280; EvalClassificationError = 0.45546875 * 1280; time = 0.0098s; samplesPerSecond = 130693.6
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 1.45078125 * 1280; EvalClassificationError = 0.46640625 * 1280; time = 0.0099s; samplesPerSecond = 128855.6
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 1.41005859 * 1280; EvalClassificationError = 0.44843750 * 1280; time = 0.0100s; samplesPerSecond = 127610.8
01/16/2018 22:32:04:  Epoch[ 3 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 1.44580078 * 1280; EvalClassificationError = 0.43906250 * 1280; time = 0.0099s; samplesPerSecond = 129849.1
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 1.44833984 * 1280; EvalClassificationError = 0.43828125 * 1280; time = 0.0100s; samplesPerSecond = 128042.3
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 1.47294922 * 1280; EvalClassificationError = 0.45000000 * 1280; time = 0.0099s; samplesPerSecond = 129870.1
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 1.45683594 * 1280; EvalClassificationError = 0.44062500 * 1280; time = 0.0098s; samplesPerSecond = 130637.6
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 1.49609375 * 1280; EvalClassificationError = 0.45703125 * 1280; time = 0.0100s; samplesPerSecond = 127533.2
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 1.45859375 * 1280; EvalClassificationError = 0.42421875 * 1280; time = 0.0099s; samplesPerSecond = 129842.5
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 1.44765625 * 1280; EvalClassificationError = 0.44609375 * 1280; time = 0.0100s; samplesPerSecond = 128336.2
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 1.38701172 * 1280; EvalClassificationError = 0.41250000 * 1280; time = 0.0098s; samplesPerSecond = 130131.6
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 1.41318359 * 1280; EvalClassificationError = 0.43906250 * 1280; time = 0.0098s; samplesPerSecond = 129950.6
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 1.42128906 * 1280; EvalClassificationError = 0.44531250 * 1280; time = 0.0101s; samplesPerSecond = 126787.9
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 1.46845703 * 1280; EvalClassificationError = 0.46953125 * 1280; time = 0.0099s; samplesPerSecond = 129336.0
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 1.38271484 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0098s; samplesPerSecond = 130841.9
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 1.41376953 * 1280; EvalClassificationError = 0.42578125 * 1280; time = 0.0099s; samplesPerSecond = 129489.1
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 1.43271484 * 1280; EvalClassificationError = 0.43125000 * 1280; time = 0.0098s; samplesPerSecond = 130598.9
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 1.44189453 * 1280; EvalClassificationError = 0.46406250 * 1280; time = 0.0098s; samplesPerSecond = 130468.5
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 1.46298828 * 1280; EvalClassificationError = 0.45156250 * 1280; time = 0.0102s; samplesPerSecond = 125872.8
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 1.40947266 * 1280; EvalClassificationError = 0.44453125 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 1.49746094 * 1280; EvalClassificationError = 0.44765625 * 1280; time = 0.0098s; samplesPerSecond = 130192.4
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 1.43554688 * 1280; EvalClassificationError = 0.44453125 * 1280; time = 0.0098s; samplesPerSecond = 130013.9
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 1.43583984 * 1280; EvalClassificationError = 0.42578125 * 1280; time = 0.0098s; samplesPerSecond = 130924.9
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 1.47490234 * 1280; EvalClassificationError = 0.44921875 * 1280; time = 0.0102s; samplesPerSecond = 125304.7
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 1.40664063 * 1280; EvalClassificationError = 0.42968750 * 1280; time = 0.0158s; samplesPerSecond = 81017.3
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 1.46904297 * 1280; EvalClassificationError = 0.44531250 * 1280; time = 0.0137s; samplesPerSecond = 93222.4
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 1.43447266 * 1280; EvalClassificationError = 0.42890625 * 1280; time = 0.0100s; samplesPerSecond = 128499.9
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 1.35751953 * 1280; EvalClassificationError = 0.43203125 * 1280; time = 0.0098s; samplesPerSecond = 130082.6
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 1.40107422 * 1280; EvalClassificationError = 0.44687500 * 1280; time = 0.0098s; samplesPerSecond = 130990.5
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 1.43720703 * 1280; EvalClassificationError = 0.42421875 * 1280; time = 0.0098s; samplesPerSecond = 130974.4
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 1.42666016 * 1280; EvalClassificationError = 0.45156250 * 1280; time = 0.0098s; samplesPerSecond = 130928.9
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 1.46152344 * 1280; EvalClassificationError = 0.45625000 * 1280; time = 0.0098s; samplesPerSecond = 130872.7
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 1.54628906 * 1280; EvalClassificationError = 0.47343750 * 1280; time = 0.0098s; samplesPerSecond = 131204.0
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 1.39560547 * 1280; EvalClassificationError = 0.43906250 * 1280; time = 0.0098s; samplesPerSecond = 131187.9
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 1.47021484 * 1280; EvalClassificationError = 0.44375000 * 1280; time = 0.0098s; samplesPerSecond = 131018.7
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 1.41455078 * 1280; EvalClassificationError = 0.44843750 * 1280; time = 0.0098s; samplesPerSecond = 131009.3
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 1.48427734 * 1280; EvalClassificationError = 0.45000000 * 1280; time = 0.0102s; samplesPerSecond = 125201.7
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 1.42734375 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0098s; samplesPerSecond = 130843.2
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 1.46474609 * 1280; EvalClassificationError = 0.45234375 * 1280; time = 0.0100s; samplesPerSecond = 128227.0
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 1.44462891 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0098s; samplesPerSecond = 130503.0
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 1.36152344 * 1280; EvalClassificationError = 0.42500000 * 1280; time = 0.0100s; samplesPerSecond = 128367.1
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 1.44365234 * 1280; EvalClassificationError = 0.46093750 * 1280; time = 0.0098s; samplesPerSecond = 131012.0
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 1.39941406 * 1280; EvalClassificationError = 0.43437500 * 1280; time = 0.0099s; samplesPerSecond = 129721.4
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 1.41591797 * 1280; EvalClassificationError = 0.45625000 * 1280; time = 0.0098s; samplesPerSecond = 130922.2
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 1.50019531 * 1280; EvalClassificationError = 0.46093750 * 1280; time = 0.0098s; samplesPerSecond = 130971.7
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 1.45566406 * 1280; EvalClassificationError = 0.44843750 * 1280; time = 0.0098s; samplesPerSecond = 130835.2
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 1.43583984 * 1280; EvalClassificationError = 0.44765625 * 1280; time = 0.0098s; samplesPerSecond = 130900.8
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 1.48662109 * 1280; EvalClassificationError = 0.45312500 * 1280; time = 0.0100s; samplesPerSecond = 127910.5
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 1.43193359 * 1280; EvalClassificationError = 0.45312500 * 1280; time = 0.0098s; samplesPerSecond = 130620.2
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 1.42431641 * 1280; EvalClassificationError = 0.45312500 * 1280; time = 0.0098s; samplesPerSecond = 130849.9
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 1.49619141 * 1280; EvalClassificationError = 0.46406250 * 1280; time = 0.0098s; samplesPerSecond = 130848.6
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 1.47832031 * 1280; EvalClassificationError = 0.46562500 * 1280; time = 0.0098s; samplesPerSecond = 131111.3
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 1.40253906 * 1280; EvalClassificationError = 0.41640625 * 1280; time = 0.0099s; samplesPerSecond = 129682.0
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 1.50771484 * 1280; EvalClassificationError = 0.45156250 * 1280; time = 0.0098s; samplesPerSecond = 130461.8
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 1.50468750 * 1280; EvalClassificationError = 0.47265625 * 1280; time = 0.0103s; samplesPerSecond = 124128.4
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 1.45195312 * 1280; EvalClassificationError = 0.44843750 * 1280; time = 0.0098s; samplesPerSecond = 130581.6
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 1.37568359 * 1280; EvalClassificationError = 0.42265625 * 1280; time = 0.0099s; samplesPerSecond = 129544.2
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 1.52255859 * 1280; EvalClassificationError = 0.46640625 * 1280; time = 0.0098s; samplesPerSecond = 130709.6
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 1.43515625 * 1280; EvalClassificationError = 0.45546875 * 1280; time = 0.0101s; samplesPerSecond = 126288.8
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 1.47207031 * 1280; EvalClassificationError = 0.44687500 * 1280; time = 0.0098s; samplesPerSecond = 130499.1
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 1.38320313 * 1280; EvalClassificationError = 0.42812500 * 1280; time = 0.0098s; samplesPerSecond = 131118.0
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 1.39765625 * 1280; EvalClassificationError = 0.42968750 * 1280; time = 0.0099s; samplesPerSecond = 128914.0
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 1.47001953 * 1280; EvalClassificationError = 0.45468750 * 1280; time = 0.0098s; samplesPerSecond = 130835.2
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 1.40029297 * 1280; EvalClassificationError = 0.42968750 * 1280; time = 0.0098s; samplesPerSecond = 130947.6
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 1.44482422 * 1280; EvalClassificationError = 0.45156250 * 1280; time = 0.0098s; samplesPerSecond = 130825.8
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 1.49296875 * 1280; EvalClassificationError = 0.45703125 * 1280; time = 0.0098s; samplesPerSecond = 130523.0
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 1.44570313 * 1280; EvalClassificationError = 0.43750000 * 1280; time = 0.0098s; samplesPerSecond = 131001.2
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 1.43017578 * 1280; EvalClassificationError = 0.43515625 * 1280; time = 0.0100s; samplesPerSecond = 128459.9
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 1.48730469 * 1280; EvalClassificationError = 0.44765625 * 1280; time = 0.0098s; samplesPerSecond = 130729.6
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 1.47080078 * 1280; EvalClassificationError = 0.44218750 * 1280; time = 0.0099s; samplesPerSecond = 128858.2
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 1.45312500 * 1280; EvalClassificationError = 0.46015625 * 1280; time = 0.0098s; samplesPerSecond = 131148.9
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 1.43330078 * 1280; EvalClassificationError = 0.45703125 * 1280; time = 0.0098s; samplesPerSecond = 130672.2
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 1.45253906 * 1280; EvalClassificationError = 0.44765625 * 1280; time = 0.0102s; samplesPerSecond = 125263.0
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 1.38251953 * 1280; EvalClassificationError = 0.44140625 * 1280; time = 0.0098s; samplesPerSecond = 130892.7
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 1.43398438 * 1280; EvalClassificationError = 0.43515625 * 1280; time = 0.0098s; samplesPerSecond = 130674.9
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 1.41933594 * 1280; EvalClassificationError = 0.43828125 * 1280; time = 0.0098s; samplesPerSecond = 130987.8
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 1.38291016 * 1280; EvalClassificationError = 0.42656250 * 1280; time = 0.0098s; samplesPerSecond = 130876.7
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 1.47900391 * 1280; EvalClassificationError = 0.45000000 * 1280; time = 0.0100s; samplesPerSecond = 127812.1
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 1.35087891 * 1280; EvalClassificationError = 0.41250000 * 1280; time = 0.0099s; samplesPerSecond = 129812.2
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 1.39531250 * 1280; EvalClassificationError = 0.43515625 * 1280; time = 0.0098s; samplesPerSecond = 130516.4
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 1.41679687 * 1280; EvalClassificationError = 0.44531250 * 1280; time = 0.0098s; samplesPerSecond = 131085.8
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 1.40488281 * 1280; EvalClassificationError = 0.43515625 * 1280; time = 0.0098s; samplesPerSecond = 131167.7
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 1.45302734 * 1280; EvalClassificationError = 0.43906250 * 1280; time = 0.0101s; samplesPerSecond = 126909.8
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 1.41611328 * 1280; EvalClassificationError = 0.44062500 * 1280; time = 0.0098s; samplesPerSecond = 130472.5
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 1.43535156 * 1280; EvalClassificationError = 0.44453125 * 1280; time = 0.0098s; samplesPerSecond = 130801.8
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 1.41152344 * 1280; EvalClassificationError = 0.44453125 * 1280; time = 0.0098s; samplesPerSecond = 130605.6
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 1.38437500 * 1280; EvalClassificationError = 0.44062500 * 1280; time = 0.0098s; samplesPerSecond = 130336.9
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 1.43466797 * 1280; EvalClassificationError = 0.44218750 * 1280; time = 0.0098s; samplesPerSecond = 129980.9
01/16/2018 22:32:05:  Epoch[ 3 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 1.42001953 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0106s; samplesPerSecond = 120727.4
01/16/2018 22:32:05: Finished Epoch[ 3 of 25]: [Training] CrossEntropyWithSoftmax = 1.50402352 * 1124823; EvalClassificationError = 0.46078539 * 1124823; totalSamplesSeen = 3374469; learningRatePerSample = 0.0078125; epochTime=8.93157s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:32:06: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.48725346 * 122487; perplexity = 4.42492558; EvalClassificationError = 0.45978757 * 122487
01/16/2018 22:32:06: Finished Epoch[ 3 of 25]: [Validate] CrossEntropyWithSoftmax = 1.48725346 * 122487; EvalClassificationError = 0.45978757 * 122487
01/16/2018 22:32:06: SGD: Saving checkpoint model '/tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.3'

01/16/2018 22:32:06: Starting Epoch 4: learning rate per sample = 0.007812  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 3: frames [3374469..4499292] (first utterance at frame 3374469), data subset 0 of 1, with 1 datapasses

01/16/2018 22:32:06: Starting minibatch loop.
01/16/2018 22:32:06:  Epoch[ 4 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 1.34433107 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0100s; samplesPerSecond = 127601.9
01/16/2018 22:32:06:  Epoch[ 4 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 1.49871778 * 1280; EvalClassificationError = 0.45781250 * 1280; time = 0.0103s; samplesPerSecond = 124583.9
01/16/2018 22:32:06:  Epoch[ 4 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 1.39915161 * 1280; EvalClassificationError = 0.44921875 * 1280; time = 0.0099s; samplesPerSecond = 129878.0
01/16/2018 22:32:06:  Epoch[ 4 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 1.44998207 * 1280; EvalClassificationError = 0.42421875 * 1280; time = 0.0099s; samplesPerSecond = 129353.0
01/16/2018 22:32:06:  Epoch[ 4 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 1.36233177 * 1280; EvalClassificationError = 0.41875000 * 1280; time = 0.0100s; samplesPerSecond = 127798.1
01/16/2018 22:32:06:  Epoch[ 4 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 1.41960297 * 1280; EvalClassificationError = 0.43437500 * 1280; time = 0.0101s; samplesPerSecond = 127341.6
01/16/2018 22:32:06:  Epoch[ 4 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 1.42111511 * 1280; EvalClassificationError = 0.43750000 * 1280; time = 0.0098s; samplesPerSecond = 130336.9
01/16/2018 22:32:06:  Epoch[ 4 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 1.37289047 * 1280; EvalClassificationError = 0.44531250 * 1280; time = 0.0100s; samplesPerSecond = 127582.8
01/16/2018 22:32:06:  Epoch[ 4 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 1.36196518 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0098s; samplesPerSecond = 130717.6
01/16/2018 22:32:06:  Epoch[ 4 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 1.37780380 * 1280; EvalClassificationError = 0.42656250 * 1280; time = 0.0098s; samplesPerSecond = 130237.5
01/16/2018 22:32:06:  Epoch[ 4 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 1.37008667 * 1280; EvalClassificationError = 0.42812500 * 1280; time = 0.0100s; samplesPerSecond = 128603.1
01/16/2018 22:32:06:  Epoch[ 4 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 1.35641174 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0098s; samplesPerSecond = 130669.6
01/16/2018 22:32:06:  Epoch[ 4 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 1.40716705 * 1280; EvalClassificationError = 0.44218750 * 1280; time = 0.0100s; samplesPerSecond = 128293.8
01/16/2018 22:32:06:  Epoch[ 4 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 1.39302979 * 1280; EvalClassificationError = 0.43671875 * 1280; time = 0.0100s; samplesPerSecond = 128011.5
01/16/2018 22:32:06:  Epoch[ 4 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 1.40778046 * 1280; EvalClassificationError = 0.42890625 * 1280; time = 0.0098s; samplesPerSecond = 130681.6
01/16/2018 22:32:06:  Epoch[ 4 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 1.38584900 * 1280; EvalClassificationError = 0.42421875 * 1280; time = 0.0100s; samplesPerSecond = 127721.6
01/16/2018 22:32:06:  Epoch[ 4 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 1.49578247 * 1280; EvalClassificationError = 0.47265625 * 1280; time = 0.0100s; samplesPerSecond = 128418.6
01/16/2018 22:32:06:  Epoch[ 4 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 1.46629791 * 1280; EvalClassificationError = 0.45078125 * 1280; time = 0.0098s; samplesPerSecond = 130144.8
01/16/2018 22:32:06:  Epoch[ 4 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 1.38454437 * 1280; EvalClassificationError = 0.43515625 * 1280; time = 0.0099s; samplesPerSecond = 129750.3
01/16/2018 22:32:06:  Epoch[ 4 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 1.45010376 * 1280; EvalClassificationError = 0.44140625 * 1280; time = 0.0101s; samplesPerSecond = 126436.0
01/16/2018 22:32:06:  Epoch[ 4 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 1.44317017 * 1280; EvalClassificationError = 0.45781250 * 1280; time = 0.0099s; samplesPerSecond = 129947.9
01/16/2018 22:32:06:  Epoch[ 4 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 1.38978271 * 1280; EvalClassificationError = 0.42890625 * 1280; time = 0.0100s; samplesPerSecond = 127382.2
01/16/2018 22:32:06:  Epoch[ 4 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 1.40656738 * 1280; EvalClassificationError = 0.43359375 * 1280; time = 0.0098s; samplesPerSecond = 130493.7
01/16/2018 22:32:06:  Epoch[ 4 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 1.49116821 * 1280; EvalClassificationError = 0.45859375 * 1280; time = 0.0098s; samplesPerSecond = 130702.9
01/16/2018 22:32:06:  Epoch[ 4 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 1.42914734 * 1280; EvalClassificationError = 0.45000000 * 1280; time = 0.0099s; samplesPerSecond = 129626.8
01/16/2018 22:32:06:  Epoch[ 4 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 1.40140991 * 1280; EvalClassificationError = 0.43671875 * 1280; time = 0.0098s; samplesPerSecond = 130584.3
01/16/2018 22:32:06:  Epoch[ 4 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 1.40373230 * 1280; EvalClassificationError = 0.41953125 * 1280; time = 0.0101s; samplesPerSecond = 127253.0
01/16/2018 22:32:06:  Epoch[ 4 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 1.39654846 * 1280; EvalClassificationError = 0.43671875 * 1280; time = 0.0101s; samplesPerSecond = 127101.4
01/16/2018 22:32:06:  Epoch[ 4 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 1.35483398 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0098s; samplesPerSecond = 130431.2
01/16/2018 22:32:06:  Epoch[ 4 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 1.40413208 * 1280; EvalClassificationError = 0.43437500 * 1280; time = 0.0101s; samplesPerSecond = 127316.3
01/16/2018 22:32:06:  Epoch[ 4 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 1.45688171 * 1280; EvalClassificationError = 0.45312500 * 1280; time = 0.0100s; samplesPerSecond = 128007.7
01/16/2018 22:32:06:  Epoch[ 4 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 1.45025024 * 1280; EvalClassificationError = 0.43046875 * 1280; time = 0.0098s; samplesPerSecond = 130767.0
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 1.34083252 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0099s; samplesPerSecond = 129645.2
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 1.41423950 * 1280; EvalClassificationError = 0.44765625 * 1280; time = 0.0100s; samplesPerSecond = 128152.5
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 1.33658752 * 1280; EvalClassificationError = 0.42734375 * 1280; time = 0.0098s; samplesPerSecond = 130811.1
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 1.43358154 * 1280; EvalClassificationError = 0.44843750 * 1280; time = 0.0100s; samplesPerSecond = 127974.4
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 1.45119324 * 1280; EvalClassificationError = 0.45468750 * 1280; time = 0.0098s; samplesPerSecond = 130761.7
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 1.41921387 * 1280; EvalClassificationError = 0.44375000 * 1280; time = 0.0101s; samplesPerSecond = 126685.0
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 1.42569580 * 1280; EvalClassificationError = 0.45703125 * 1280; time = 0.0100s; samplesPerSecond = 128577.3
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 1.47654419 * 1280; EvalClassificationError = 0.45234375 * 1280; time = 0.0098s; samplesPerSecond = 130741.7
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 1.41237183 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0100s; samplesPerSecond = 127817.2
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 1.44076538 * 1280; EvalClassificationError = 0.43750000 * 1280; time = 0.0100s; samplesPerSecond = 128543.7
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 1.42819824 * 1280; EvalClassificationError = 0.44218750 * 1280; time = 0.0098s; samplesPerSecond = 130824.5
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 1.47386475 * 1280; EvalClassificationError = 0.45703125 * 1280; time = 0.0098s; samplesPerSecond = 130863.3
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 1.46522217 * 1280; EvalClassificationError = 0.44765625 * 1280; time = 0.0098s; samplesPerSecond = 130045.6
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 1.32933960 * 1280; EvalClassificationError = 0.43515625 * 1280; time = 0.0098s; samplesPerSecond = 130919.5
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 1.40849609 * 1280; EvalClassificationError = 0.43750000 * 1280; time = 0.0100s; samplesPerSecond = 128158.9
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 1.38320313 * 1280; EvalClassificationError = 0.43046875 * 1280; time = 0.0098s; samplesPerSecond = 130294.5
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 1.33690186 * 1280; EvalClassificationError = 0.41640625 * 1280; time = 0.0101s; samplesPerSecond = 126306.2
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 1.43422241 * 1280; EvalClassificationError = 0.45000000 * 1280; time = 0.0100s; samplesPerSecond = 128229.5
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 1.40305786 * 1280; EvalClassificationError = 0.43593750 * 1280; time = 0.0098s; samplesPerSecond = 130559.0
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 1.40778809 * 1280; EvalClassificationError = 0.44296875 * 1280; time = 0.0102s; samplesPerSecond = 125423.8
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 1.48629761 * 1280; EvalClassificationError = 0.45546875 * 1280; time = 0.0098s; samplesPerSecond = 130046.9
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 1.39121094 * 1280; EvalClassificationError = 0.43984375 * 1280; time = 0.0098s; samplesPerSecond = 130702.9
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 1.47344360 * 1280; EvalClassificationError = 0.45000000 * 1280; time = 0.0099s; samplesPerSecond = 129393.6
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 1.35802002 * 1280; EvalClassificationError = 0.41562500 * 1280; time = 0.0101s; samplesPerSecond = 126542.2
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 1.46017456 * 1280; EvalClassificationError = 0.44140625 * 1280; time = 0.0098s; samplesPerSecond = 130511.0
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 1.40049438 * 1280; EvalClassificationError = 0.41562500 * 1280; time = 0.0099s; samplesPerSecond = 128806.3
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 1.36319580 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0098s; samplesPerSecond = 130862.0
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 1.41433105 * 1280; EvalClassificationError = 0.44296875 * 1280; time = 0.0098s; samplesPerSecond = 130636.2
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 1.43887329 * 1280; EvalClassificationError = 0.43359375 * 1280; time = 0.0102s; samplesPerSecond = 125626.9
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 1.40197144 * 1280; EvalClassificationError = 0.44453125 * 1280; time = 0.0098s; samplesPerSecond = 130839.2
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 1.49283447 * 1280; EvalClassificationError = 0.45390625 * 1280; time = 0.0100s; samplesPerSecond = 128497.3
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 1.38818970 * 1280; EvalClassificationError = 0.43906250 * 1280; time = 0.0100s; samplesPerSecond = 128404.5
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 1.36546631 * 1280; EvalClassificationError = 0.41640625 * 1280; time = 0.0098s; samplesPerSecond = 130313.1
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 1.45510254 * 1280; EvalClassificationError = 0.43593750 * 1280; time = 0.0100s; samplesPerSecond = 127624.8
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 1.40856323 * 1280; EvalClassificationError = 0.44531250 * 1280; time = 0.0098s; samplesPerSecond = 130164.6
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 1.37944946 * 1280; EvalClassificationError = 0.41171875 * 1280; time = 0.0098s; samplesPerSecond = 130940.9
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 1.38450317 * 1280; EvalClassificationError = 0.44765625 * 1280; time = 0.0101s; samplesPerSecond = 127244.2
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 1.38858643 * 1280; EvalClassificationError = 0.43515625 * 1280; time = 0.0100s; samplesPerSecond = 128251.4
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 1.48468628 * 1280; EvalClassificationError = 0.45937500 * 1280; time = 0.0098s; samplesPerSecond = 130747.0
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 1.47069702 * 1280; EvalClassificationError = 0.45390625 * 1280; time = 0.0101s; samplesPerSecond = 127361.9
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 1.43078613 * 1280; EvalClassificationError = 0.44687500 * 1280; time = 0.0098s; samplesPerSecond = 130588.3
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 1.35709229 * 1280; EvalClassificationError = 0.41562500 * 1280; time = 0.0101s; samplesPerSecond = 127263.1
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 1.46907959 * 1280; EvalClassificationError = 0.45312500 * 1280; time = 0.0099s; samplesPerSecond = 129929.5
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 1.43848877 * 1280; EvalClassificationError = 0.45859375 * 1280; time = 0.0098s; samplesPerSecond = 130811.1
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 1.45581055 * 1280; EvalClassificationError = 0.43906250 * 1280; time = 0.0103s; samplesPerSecond = 123821.0
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 1.37624512 * 1280; EvalClassificationError = 0.41562500 * 1280; time = 0.0099s; samplesPerSecond = 129772.7
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 1.36118164 * 1280; EvalClassificationError = 0.43281250 * 1280; time = 0.0098s; samplesPerSecond = 130843.2
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 1.30847168 * 1280; EvalClassificationError = 0.41562500 * 1280; time = 0.0098s; samplesPerSecond = 130019.2
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 1.43428955 * 1280; EvalClassificationError = 0.45781250 * 1280; time = 0.0100s; samplesPerSecond = 127529.4
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 1.35334473 * 1280; EvalClassificationError = 0.43671875 * 1280; time = 0.0098s; samplesPerSecond = 130596.3
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 1.46663818 * 1280; EvalClassificationError = 0.45703125 * 1280; time = 0.0099s; samplesPerSecond = 129182.0
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 1.39183350 * 1280; EvalClassificationError = 0.44609375 * 1280; time = 0.0098s; samplesPerSecond = 130291.8
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 1.34791260 * 1280; EvalClassificationError = 0.43359375 * 1280; time = 0.0098s; samplesPerSecond = 130566.9
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 1.44038086 * 1280; EvalClassificationError = 0.43984375 * 1280; time = 0.0100s; samplesPerSecond = 127795.5
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 1.39074707 * 1280; EvalClassificationError = 0.43359375 * 1280; time = 0.0098s; samplesPerSecond = 130676.2
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 1.38129883 * 1280; EvalClassificationError = 0.42265625 * 1280; time = 0.0100s; samplesPerSecond = 128493.4
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 1.47058105 * 1280; EvalClassificationError = 0.46093750 * 1280; time = 0.0099s; samplesPerSecond = 129405.3
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 1.38654785 * 1280; EvalClassificationError = 0.43281250 * 1280; time = 0.0098s; samplesPerSecond = 130311.7
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 1.36975098 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0102s; samplesPerSecond = 125528.3
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 1.39719238 * 1280; EvalClassificationError = 0.42265625 * 1280; time = 0.0099s; samplesPerSecond = 129863.5
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 1.34550781 * 1280; EvalClassificationError = 0.42343750 * 1280; time = 0.0098s; samplesPerSecond = 130516.4
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 1.33527832 * 1280; EvalClassificationError = 0.41406250 * 1280; time = 0.0100s; samplesPerSecond = 128307.9
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 1.46580811 * 1280; EvalClassificationError = 0.43828125 * 1280; time = 0.0100s; samplesPerSecond = 128038.4
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 1.40737305 * 1280; EvalClassificationError = 0.42421875 * 1280; time = 0.0099s; samplesPerSecond = 129847.7
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 1.36816406 * 1280; EvalClassificationError = 0.43046875 * 1280; time = 0.0102s; samplesPerSecond = 125759.0
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 1.27244873 * 1280; EvalClassificationError = 0.40859375 * 1280; time = 0.0098s; samplesPerSecond = 130362.2
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 1.43934326 * 1280; EvalClassificationError = 0.45546875 * 1280; time = 0.0101s; samplesPerSecond = 127121.6
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 1.44951172 * 1280; EvalClassificationError = 0.45234375 * 1280; time = 0.0099s; samplesPerSecond = 129901.8
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 1.40146484 * 1280; EvalClassificationError = 0.44218750 * 1280; time = 0.0099s; samplesPerSecond = 129465.6
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 1.36591797 * 1280; EvalClassificationError = 0.43437500 * 1280; time = 0.0101s; samplesPerSecond = 126285.0
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 1.34320068 * 1280; EvalClassificationError = 0.43437500 * 1280; time = 0.0098s; samplesPerSecond = 130540.3
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 1.38203125 * 1280; EvalClassificationError = 0.43671875 * 1280; time = 0.0098s; samplesPerSecond = 130491.1
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 1.38884277 * 1280; EvalClassificationError = 0.44843750 * 1280; time = 0.0099s; samplesPerSecond = 129489.1
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 1.38060303 * 1280; EvalClassificationError = 0.43984375 * 1280; time = 0.0100s; samplesPerSecond = 127542.1
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 1.40843506 * 1280; EvalClassificationError = 0.43906250 * 1280; time = 0.0098s; samplesPerSecond = 130763.0
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 1.40362549 * 1280; EvalClassificationError = 0.44531250 * 1280; time = 0.0098s; samplesPerSecond = 130529.7
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 1.42897949 * 1280; EvalClassificationError = 0.43515625 * 1280; time = 0.0099s; samplesPerSecond = 129473.4
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 1.42175293 * 1280; EvalClassificationError = 0.43281250 * 1280; time = 0.0101s; samplesPerSecond = 127291.0
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 1.34947510 * 1280; EvalClassificationError = 0.41953125 * 1280; time = 0.0103s; samplesPerSecond = 124438.6
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 1.35631104 * 1280; EvalClassificationError = 0.42656250 * 1280; time = 0.0098s; samplesPerSecond = 130741.7
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 1.40770264 * 1280; EvalClassificationError = 0.44218750 * 1280; time = 0.0100s; samplesPerSecond = 128161.5
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 1.44499512 * 1280; EvalClassificationError = 0.44921875 * 1280; time = 0.0100s; samplesPerSecond = 127722.8
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 1.46153564 * 1280; EvalClassificationError = 0.45000000 * 1280; time = 0.0098s; samplesPerSecond = 130529.7
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 1.38125000 * 1280; EvalClassificationError = 0.43046875 * 1280; time = 0.0101s; samplesPerSecond = 126403.5
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 1.37065430 * 1280; EvalClassificationError = 0.43281250 * 1280; time = 0.0102s; samplesPerSecond = 125074.5
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 1.43658447 * 1280; EvalClassificationError = 0.43984375 * 1280; time = 0.0099s; samplesPerSecond = 129296.8
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 1.39707031 * 1280; EvalClassificationError = 0.45312500 * 1280; time = 0.0098s; samplesPerSecond = 130672.2
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 1.40097656 * 1280; EvalClassificationError = 0.41562500 * 1280; time = 0.0098s; samplesPerSecond = 130947.6
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 1.39468994 * 1280; EvalClassificationError = 0.43046875 * 1280; time = 0.0098s; samplesPerSecond = 130050.9
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 1.42576904 * 1280; EvalClassificationError = 0.43125000 * 1280; time = 0.0104s; samplesPerSecond = 123261.8
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 1.40191650 * 1280; EvalClassificationError = 0.44375000 * 1280; time = 0.0098s; samplesPerSecond = 130698.9
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 1.41788330 * 1280; EvalClassificationError = 0.44531250 * 1280; time = 0.0098s; samplesPerSecond = 130447.2
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 1.42863770 * 1280; EvalClassificationError = 0.43750000 * 1280; time = 0.0100s; samplesPerSecond = 127756.0
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 1.39906006 * 1280; EvalClassificationError = 0.43437500 * 1280; time = 0.0098s; samplesPerSecond = 130931.6
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 1.44938965 * 1280; EvalClassificationError = 0.44296875 * 1280; time = 0.0102s; samplesPerSecond = 125522.2
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 1.38492432 * 1280; EvalClassificationError = 0.43046875 * 1280; time = 0.0100s; samplesPerSecond = 127849.1
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 1.43509521 * 1280; EvalClassificationError = 0.42343750 * 1280; time = 0.0098s; samplesPerSecond = 130160.7
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 1.37989502 * 1280; EvalClassificationError = 0.41640625 * 1280; time = 0.0099s; samplesPerSecond = 129883.3
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 1.40224609 * 1280; EvalClassificationError = 0.44843750 * 1280; time = 0.0101s; samplesPerSecond = 126272.6
01/16/2018 22:32:07:  Epoch[ 4 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 1.40700684 * 1280; EvalClassificationError = 0.44218750 * 1280; time = 0.0098s; samplesPerSecond = 130416.6
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 1.42235107 * 1280; EvalClassificationError = 0.43046875 * 1280; time = 0.0099s; samplesPerSecond = 129332.1
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 1.41296387 * 1280; EvalClassificationError = 0.45937500 * 1280; time = 0.0099s; samplesPerSecond = 129781.9
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 1.43183594 * 1280; EvalClassificationError = 0.42734375 * 1280; time = 0.0098s; samplesPerSecond = 130605.6
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 1.45718994 * 1280; EvalClassificationError = 0.43203125 * 1280; time = 0.0102s; samplesPerSecond = 125955.7
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 1.38935547 * 1280; EvalClassificationError = 0.43515625 * 1280; time = 0.0100s; samplesPerSecond = 127396.1
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 1.45496826 * 1280; EvalClassificationError = 0.45234375 * 1280; time = 0.0099s; samplesPerSecond = 129684.6
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 1.32674561 * 1280; EvalClassificationError = 0.42265625 * 1280; time = 0.0099s; samplesPerSecond = 129453.8
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 1.37938232 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0098s; samplesPerSecond = 130460.5
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 1.38229980 * 1280; EvalClassificationError = 0.43281250 * 1280; time = 0.0101s; samplesPerSecond = 126492.2
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 1.37857666 * 1280; EvalClassificationError = 0.44296875 * 1280; time = 0.0098s; samplesPerSecond = 130085.3
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 1.33414307 * 1280; EvalClassificationError = 0.42265625 * 1280; time = 0.0098s; samplesPerSecond = 130480.4
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 1.43226318 * 1280; EvalClassificationError = 0.45625000 * 1280; time = 0.0100s; samplesPerSecond = 128362.0
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 1.36004639 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0100s; samplesPerSecond = 127664.2
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 1.43278809 * 1280; EvalClassificationError = 0.44609375 * 1280; time = 0.0098s; samplesPerSecond = 130565.6
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 1.44853516 * 1280; EvalClassificationError = 0.44140625 * 1280; time = 0.0101s; samplesPerSecond = 126310.0
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 1.47004395 * 1280; EvalClassificationError = 0.45546875 * 1280; time = 0.0100s; samplesPerSecond = 128533.4
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 1.40400391 * 1280; EvalClassificationError = 0.42656250 * 1280; time = 0.0098s; samplesPerSecond = 130642.9
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 1.42138672 * 1280; EvalClassificationError = 0.43593750 * 1280; time = 0.0099s; samplesPerSecond = 129472.1
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 1.38723145 * 1280; EvalClassificationError = 0.44453125 * 1280; time = 0.0099s; samplesPerSecond = 129495.7
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 1.41499023 * 1280; EvalClassificationError = 0.43515625 * 1280; time = 0.0103s; samplesPerSecond = 124852.5
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 1.37243652 * 1280; EvalClassificationError = 0.43281250 * 1280; time = 0.0098s; samplesPerSecond = 130090.6
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 1.40712891 * 1280; EvalClassificationError = 0.43281250 * 1280; time = 0.0098s; samplesPerSecond = 130932.9
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 1.40444336 * 1280; EvalClassificationError = 0.44218750 * 1280; time = 0.0098s; samplesPerSecond = 130582.9
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 1.39619141 * 1280; EvalClassificationError = 0.45625000 * 1280; time = 0.0100s; samplesPerSecond = 128232.1
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 1.34152832 * 1280; EvalClassificationError = 0.42343750 * 1280; time = 0.0098s; samplesPerSecond = 130167.3
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 1.37534180 * 1280; EvalClassificationError = 0.42656250 * 1280; time = 0.0099s; samplesPerSecond = 129845.1
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 1.41184082 * 1280; EvalClassificationError = 0.45234375 * 1280; time = 0.0098s; samplesPerSecond = 130379.4
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 1.44270020 * 1280; EvalClassificationError = 0.44921875 * 1280; time = 0.0098s; samplesPerSecond = 130509.7
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 1.40793457 * 1280; EvalClassificationError = 0.44218750 * 1280; time = 0.0100s; samplesPerSecond = 127874.7
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 1.41691895 * 1280; EvalClassificationError = 0.43828125 * 1280; time = 0.0098s; samplesPerSecond = 130743.0
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 1.41684570 * 1280; EvalClassificationError = 0.46015625 * 1280; time = 0.0100s; samplesPerSecond = 127434.2
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 1.36120605 * 1280; EvalClassificationError = 0.42968750 * 1280; time = 0.0098s; samplesPerSecond = 130118.3
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 1.39199219 * 1280; EvalClassificationError = 0.43515625 * 1280; time = 0.0098s; samplesPerSecond = 130577.6
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 1.42080078 * 1280; EvalClassificationError = 0.45234375 * 1280; time = 0.0100s; samplesPerSecond = 127720.3
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 1.42470703 * 1280; EvalClassificationError = 0.44765625 * 1280; time = 0.0100s; samplesPerSecond = 127529.4
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 1.37172852 * 1280; EvalClassificationError = 0.43828125 * 1280; time = 0.0098s; samplesPerSecond = 130545.6
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 1.42980957 * 1280; EvalClassificationError = 0.43125000 * 1280; time = 0.0099s; samplesPerSecond = 128940.0
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 1.36542969 * 1280; EvalClassificationError = 0.42343750 * 1280; time = 0.0098s; samplesPerSecond = 130500.4
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 1.42885742 * 1280; EvalClassificationError = 0.45468750 * 1280; time = 0.0098s; samplesPerSecond = 130489.7
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 1.40646973 * 1280; EvalClassificationError = 0.44453125 * 1280; time = 0.0102s; samplesPerSecond = 126086.0
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 1.38715820 * 1280; EvalClassificationError = 0.43046875 * 1280; time = 0.0098s; samplesPerSecond = 130505.7
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 1.35419922 * 1280; EvalClassificationError = 0.41640625 * 1280; time = 0.0098s; samplesPerSecond = 130848.6
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 1.36457520 * 1280; EvalClassificationError = 0.41875000 * 1280; time = 0.0099s; samplesPerSecond = 128729.9
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 1.34553223 * 1280; EvalClassificationError = 0.41328125 * 1280; time = 0.0098s; samplesPerSecond = 130859.3
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 1.42351074 * 1280; EvalClassificationError = 0.44218750 * 1280; time = 0.0101s; samplesPerSecond = 126653.7
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 1.32290039 * 1280; EvalClassificationError = 0.42343750 * 1280; time = 0.0099s; samplesPerSecond = 129809.5
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 1.32646484 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0098s; samplesPerSecond = 130688.3
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 1.37468262 * 1280; EvalClassificationError = 0.44375000 * 1280; time = 0.0099s; samplesPerSecond = 128853.0
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 1.31608887 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0101s; samplesPerSecond = 126280.1
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 1.47048340 * 1280; EvalClassificationError = 0.46640625 * 1280; time = 0.0098s; samplesPerSecond = 130986.5
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 1.38378906 * 1280; EvalClassificationError = 0.41562500 * 1280; time = 0.0098s; samplesPerSecond = 129983.5
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 1.37302246 * 1280; EvalClassificationError = 0.42734375 * 1280; time = 0.0098s; samplesPerSecond = 130755.0
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 1.45864258 * 1280; EvalClassificationError = 0.45625000 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 1.42983398 * 1280; EvalClassificationError = 0.43437500 * 1280; time = 0.0101s; samplesPerSecond = 126303.7
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 1.29960937 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0098s; samplesPerSecond = 130805.8
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 1.42827148 * 1280; EvalClassificationError = 0.43515625 * 1280; time = 0.0099s; samplesPerSecond = 129713.5
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 1.36142578 * 1280; EvalClassificationError = 0.42265625 * 1280; time = 0.0098s; samplesPerSecond = 130252.1
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 1.34284668 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0098s; samplesPerSecond = 130500.4
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 1.44050293 * 1280; EvalClassificationError = 0.43671875 * 1280; time = 0.0108s; samplesPerSecond = 118071.4
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 1.35083008 * 1280; EvalClassificationError = 0.41093750 * 1280; time = 0.0101s; samplesPerSecond = 126933.8
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 1.33828125 * 1280; EvalClassificationError = 0.42500000 * 1280; time = 0.0098s; samplesPerSecond = 130805.8
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 1.36147461 * 1280; EvalClassificationError = 0.42656250 * 1280; time = 0.0098s; samplesPerSecond = 130082.6
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 1.43388672 * 1280; EvalClassificationError = 0.43046875 * 1280; time = 0.0099s; samplesPerSecond = 129507.5
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 1.43291016 * 1280; EvalClassificationError = 0.43828125 * 1280; time = 0.0098s; samplesPerSecond = 130114.4
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 1.43005371 * 1280; EvalClassificationError = 0.45468750 * 1280; time = 0.0101s; samplesPerSecond = 127351.8
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 1.36767578 * 1280; EvalClassificationError = 0.44218750 * 1280; time = 0.0098s; samplesPerSecond = 130531.0
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 1.39716797 * 1280; EvalClassificationError = 0.44531250 * 1280; time = 0.0098s; samplesPerSecond = 130588.3
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 1.39882813 * 1280; EvalClassificationError = 0.43906250 * 1280; time = 0.0098s; samplesPerSecond = 130440.5
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 1.34982910 * 1280; EvalClassificationError = 0.43125000 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 1.35795898 * 1280; EvalClassificationError = 0.41953125 * 1280; time = 0.0101s; samplesPerSecond = 126352.4
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 1.36809082 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0098s; samplesPerSecond = 129971.7
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 1.36506348 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0098s; samplesPerSecond = 130821.8
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 1.49455566 * 1280; EvalClassificationError = 0.45468750 * 1280; time = 0.0098s; samplesPerSecond = 130037.7
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 1.35739746 * 1280; EvalClassificationError = 0.43203125 * 1280; time = 0.0100s; samplesPerSecond = 128401.9
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 1.41877441 * 1280; EvalClassificationError = 0.43281250 * 1280; time = 0.0098s; samplesPerSecond = 130816.5
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 1.40173340 * 1280; EvalClassificationError = 0.43750000 * 1280; time = 0.0098s; samplesPerSecond = 130350.2
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 1.36513672 * 1280; EvalClassificationError = 0.43515625 * 1280; time = 0.0099s; samplesPerSecond = 129577.0
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 1.40097656 * 1280; EvalClassificationError = 0.43750000 * 1280; time = 0.0099s; samplesPerSecond = 129277.3
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 1.39660645 * 1280; EvalClassificationError = 0.42343750 * 1280; time = 0.0100s; samplesPerSecond = 128288.6
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 1.45205078 * 1280; EvalClassificationError = 0.44921875 * 1280; time = 0.0098s; samplesPerSecond = 130479.1
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 1.33781738 * 1280; EvalClassificationError = 0.42343750 * 1280; time = 0.0099s; samplesPerSecond = 128741.6
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 1.40297852 * 1280; EvalClassificationError = 0.43828125 * 1280; time = 0.0099s; samplesPerSecond = 129797.7
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 1.39074707 * 1280; EvalClassificationError = 0.44765625 * 1280; time = 0.0098s; samplesPerSecond = 130598.9
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 1.34804688 * 1280; EvalClassificationError = 0.42500000 * 1280; time = 0.0100s; samplesPerSecond = 127805.7
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 1.31647949 * 1280; EvalClassificationError = 0.38593750 * 1280; time = 0.0101s; samplesPerSecond = 126924.9
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 1.39836426 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0098s; samplesPerSecond = 130052.2
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 1.33894043 * 1280; EvalClassificationError = 0.42265625 * 1280; time = 0.0099s; samplesPerSecond = 128979.0
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 1.39357910 * 1280; EvalClassificationError = 0.43359375 * 1280; time = 0.0099s; samplesPerSecond = 128875.1
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 1.38046875 * 1280; EvalClassificationError = 0.42968750 * 1280; time = 0.0098s; samplesPerSecond = 130749.7
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 1.33168945 * 1280; EvalClassificationError = 0.42656250 * 1280; time = 0.0099s; samplesPerSecond = 129428.9
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 1.38427734 * 1280; EvalClassificationError = 0.43984375 * 1280; time = 0.0098s; samplesPerSecond = 130471.1
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 1.40312500 * 1280; EvalClassificationError = 0.43437500 * 1280; time = 0.0103s; samplesPerSecond = 123962.5
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 1.38503418 * 1280; EvalClassificationError = 0.41875000 * 1280; time = 0.0099s; samplesPerSecond = 129016.7
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 1.45439453 * 1280; EvalClassificationError = 0.44218750 * 1280; time = 0.0098s; samplesPerSecond = 130318.4
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 1.45888672 * 1280; EvalClassificationError = 0.46015625 * 1280; time = 0.0101s; samplesPerSecond = 126262.6
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 1.37504883 * 1280; EvalClassificationError = 0.43906250 * 1280; time = 0.0099s; samplesPerSecond = 129739.8
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 1.37202148 * 1280; EvalClassificationError = 0.41796875 * 1280; time = 0.0098s; samplesPerSecond = 131041.5
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 1.33937988 * 1280; EvalClassificationError = 0.42890625 * 1280; time = 0.0098s; samplesPerSecond = 130039.0
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 1.38046875 * 1280; EvalClassificationError = 0.42734375 * 1280; time = 0.0100s; samplesPerSecond = 127515.4
01/16/2018 22:32:08:  Epoch[ 4 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 1.43459473 * 1280; EvalClassificationError = 0.44687500 * 1280; time = 0.0098s; samplesPerSecond = 130559.0
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 1.32756348 * 1280; EvalClassificationError = 0.41562500 * 1280; time = 0.0099s; samplesPerSecond = 129482.6
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 1.37778320 * 1280; EvalClassificationError = 0.42500000 * 1280; time = 0.0098s; samplesPerSecond = 130036.4
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 1.37641602 * 1280; EvalClassificationError = 0.42890625 * 1280; time = 0.0098s; samplesPerSecond = 130700.3
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 1.39848633 * 1280; EvalClassificationError = 0.43750000 * 1280; time = 0.0098s; samplesPerSecond = 130124.9
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 1.38688965 * 1280; EvalClassificationError = 0.43203125 * 1280; time = 0.0098s; samplesPerSecond = 130717.6
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 1.42856445 * 1280; EvalClassificationError = 0.44296875 * 1280; time = 0.0101s; samplesPerSecond = 126723.9
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 1.36672363 * 1280; EvalClassificationError = 0.42578125 * 1280; time = 0.0099s; samplesPerSecond = 129699.1
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 1.30927734 * 1280; EvalClassificationError = 0.41250000 * 1280; time = 0.0098s; samplesPerSecond = 130824.5
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 1.45217285 * 1280; EvalClassificationError = 0.44531250 * 1280; time = 0.0100s; samplesPerSecond = 127656.6
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 1.40656738 * 1280; EvalClassificationError = 0.44062500 * 1280; time = 0.0100s; samplesPerSecond = 128006.4
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 1.38657227 * 1280; EvalClassificationError = 0.43046875 * 1280; time = 0.0098s; samplesPerSecond = 130759.0
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 1.38681641 * 1280; EvalClassificationError = 0.42968750 * 1280; time = 0.0099s; samplesPerSecond = 129195.1
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 1.39243164 * 1280; EvalClassificationError = 0.44062500 * 1280; time = 0.0098s; samplesPerSecond = 130517.7
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 1.42575684 * 1280; EvalClassificationError = 0.46718750 * 1280; time = 0.0098s; samplesPerSecond = 130436.6
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 1.35422363 * 1280; EvalClassificationError = 0.42265625 * 1280; time = 0.0103s; samplesPerSecond = 124168.2
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 1.39711914 * 1280; EvalClassificationError = 0.44453125 * 1280; time = 0.0098s; samplesPerSecond = 130795.1
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 1.42431641 * 1280; EvalClassificationError = 0.44453125 * 1280; time = 0.0099s; samplesPerSecond = 128775.2
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 1.37902832 * 1280; EvalClassificationError = 0.43437500 * 1280; time = 0.0099s; samplesPerSecond = 129157.2
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 1.42729492 * 1280; EvalClassificationError = 0.45468750 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 1.37966309 * 1280; EvalClassificationError = 0.44609375 * 1280; time = 0.0100s; samplesPerSecond = 128507.6
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 1.37651367 * 1280; EvalClassificationError = 0.42890625 * 1280; time = 0.0099s; samplesPerSecond = 129066.1
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 1.40122070 * 1280; EvalClassificationError = 0.43593750 * 1280; time = 0.0099s; samplesPerSecond = 129897.8
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 1.38371582 * 1280; EvalClassificationError = 0.42812500 * 1280; time = 0.0100s; samplesPerSecond = 128116.6
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 1.36953125 * 1280; EvalClassificationError = 0.41328125 * 1280; time = 0.0101s; samplesPerSecond = 126250.2
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 1.38220215 * 1280; EvalClassificationError = 0.44296875 * 1280; time = 0.0099s; samplesPerSecond = 129366.1
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 1.38007813 * 1280; EvalClassificationError = 0.42421875 * 1280; time = 0.0101s; samplesPerSecond = 126894.7
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 1.39931641 * 1280; EvalClassificationError = 0.43671875 * 1280; time = 0.0099s; samplesPerSecond = 129188.5
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 1.34858398 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0099s; samplesPerSecond = 129579.6
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 1.40969238 * 1280; EvalClassificationError = 0.43437500 * 1280; time = 0.0100s; samplesPerSecond = 127490.0
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 1.29665527 * 1280; EvalClassificationError = 0.40703125 * 1280; time = 0.0099s; samplesPerSecond = 129713.5
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 1.34077148 * 1280; EvalClassificationError = 0.42734375 * 1280; time = 0.0099s; samplesPerSecond = 128784.3
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 1.29157715 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0099s; samplesPerSecond = 129286.4
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 1.44414062 * 1280; EvalClassificationError = 0.43359375 * 1280; time = 0.0099s; samplesPerSecond = 129604.5
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 1.35039062 * 1280; EvalClassificationError = 0.44296875 * 1280; time = 0.0102s; samplesPerSecond = 125141.8
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 1.41601562 * 1280; EvalClassificationError = 0.43515625 * 1280; time = 0.0099s; samplesPerSecond = 129063.5
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 1.39462891 * 1280; EvalClassificationError = 0.43671875 * 1280; time = 0.0098s; samplesPerSecond = 130080.0
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 1.35126953 * 1280; EvalClassificationError = 0.42656250 * 1280; time = 0.0101s; samplesPerSecond = 126601.1
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 1.39912109 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0099s; samplesPerSecond = 129541.5
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 1.34113770 * 1280; EvalClassificationError = 0.43046875 * 1280; time = 0.0099s; samplesPerSecond = 129767.4
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 1.44980469 * 1280; EvalClassificationError = 0.45390625 * 1280; time = 0.0101s; samplesPerSecond = 126574.8
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 1.42351074 * 1280; EvalClassificationError = 0.43671875 * 1280; time = 0.0099s; samplesPerSecond = 129751.6
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 1.35810547 * 1280; EvalClassificationError = 0.41406250 * 1280; time = 0.0099s; samplesPerSecond = 129870.1
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 1.44262695 * 1280; EvalClassificationError = 0.45703125 * 1280; time = 0.0100s; samplesPerSecond = 128329.8
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 1.37819824 * 1280; EvalClassificationError = 0.43046875 * 1280; time = 0.0098s; samplesPerSecond = 130020.5
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 1.35803223 * 1280; EvalClassificationError = 0.42812500 * 1280; time = 0.0101s; samplesPerSecond = 126170.5
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 1.33291016 * 1280; EvalClassificationError = 0.42578125 * 1280; time = 0.0100s; samplesPerSecond = 128174.3
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 1.46289062 * 1280; EvalClassificationError = 0.45078125 * 1280; time = 0.0099s; samplesPerSecond = 129911.0
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 1.41320801 * 1280; EvalClassificationError = 0.44531250 * 1280; time = 0.0101s; samplesPerSecond = 126117.1
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 1.35407715 * 1280; EvalClassificationError = 0.41562500 * 1280; time = 0.0101s; samplesPerSecond = 127298.6
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 1.40935059 * 1280; EvalClassificationError = 0.43750000 * 1280; time = 0.0099s; samplesPerSecond = 129871.4
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 1.37648926 * 1280; EvalClassificationError = 0.42890625 * 1280; time = 0.0101s; samplesPerSecond = 127296.1
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 1.34870605 * 1280; EvalClassificationError = 0.41406250 * 1280; time = 0.0099s; samplesPerSecond = 129468.2
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 1.40610352 * 1280; EvalClassificationError = 0.44531250 * 1280; time = 0.0099s; samplesPerSecond = 129557.3
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 1.39848633 * 1280; EvalClassificationError = 0.42656250 * 1280; time = 0.0101s; samplesPerSecond = 126628.6
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 1.36362305 * 1280; EvalClassificationError = 0.42265625 * 1280; time = 0.0099s; samplesPerSecond = 129933.4
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 1.37810059 * 1280; EvalClassificationError = 0.43593750 * 1280; time = 0.0099s; samplesPerSecond = 129287.7
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 1.37841797 * 1280; EvalClassificationError = 0.43281250 * 1280; time = 0.0098s; samplesPerSecond = 130757.7
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 1.35910645 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0098s; samplesPerSecond = 129957.2
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 1.37280273 * 1280; EvalClassificationError = 0.43203125 * 1280; time = 0.0104s; samplesPerSecond = 123236.9
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 1.35083008 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0099s; samplesPerSecond = 129427.6
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 1.39431152 * 1280; EvalClassificationError = 0.43593750 * 1280; time = 0.0099s; samplesPerSecond = 129814.8
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 1.40764160 * 1280; EvalClassificationError = 0.44921875 * 1280; time = 0.0099s; samplesPerSecond = 129438.1
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 1.44916992 * 1280; EvalClassificationError = 0.45781250 * 1280; time = 0.0099s; samplesPerSecond = 129762.2
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 1.34033203 * 1280; EvalClassificationError = 0.43281250 * 1280; time = 0.0099s; samplesPerSecond = 129762.2
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 1.43090820 * 1280; EvalClassificationError = 0.43203125 * 1280; time = 0.0099s; samplesPerSecond = 129346.5
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 1.37363281 * 1280; EvalClassificationError = 0.44375000 * 1280; time = 0.0099s; samplesPerSecond = 128882.8
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 1.50024414 * 1280; EvalClassificationError = 0.46250000 * 1280; time = 0.0098s; samplesPerSecond = 130159.3
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 1.37690430 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0098s; samplesPerSecond = 130331.6
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 1.37021484 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0098s; samplesPerSecond = 130025.8
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 1.38984375 * 1280; EvalClassificationError = 0.43984375 * 1280; time = 0.0098s; samplesPerSecond = 130415.3
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 1.38007813 * 1280; EvalClassificationError = 0.43515625 * 1280; time = 0.0098s; samplesPerSecond = 130094.5
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 1.35449219 * 1280; EvalClassificationError = 0.42656250 * 1280; time = 0.0098s; samplesPerSecond = 130241.5
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 1.35854492 * 1280; EvalClassificationError = 0.41796875 * 1280; time = 0.0102s; samplesPerSecond = 126005.3
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 1.37465820 * 1280; EvalClassificationError = 0.42421875 * 1280; time = 0.0100s; samplesPerSecond = 128005.1
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 1.34052734 * 1280; EvalClassificationError = 0.42187500 * 1280; time = 0.0098s; samplesPerSecond = 130327.7
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 1.39853516 * 1280; EvalClassificationError = 0.41953125 * 1280; time = 0.0098s; samplesPerSecond = 130175.2
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 1.37641602 * 1280; EvalClassificationError = 0.42578125 * 1280; time = 0.0101s; samplesPerSecond = 127025.7
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 1.40336914 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0100s; samplesPerSecond = 128171.8
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 1.36435547 * 1280; EvalClassificationError = 0.41328125 * 1280; time = 0.0099s; samplesPerSecond = 129291.6
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 1.42480469 * 1280; EvalClassificationError = 0.43984375 * 1280; time = 0.0098s; samplesPerSecond = 130356.9
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 1.35341797 * 1280; EvalClassificationError = 0.42187500 * 1280; time = 0.0098s; samplesPerSecond = 130158.0
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 1.41088867 * 1280; EvalClassificationError = 0.46093750 * 1280; time = 0.0098s; samplesPerSecond = 130572.3
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 1.41806641 * 1280; EvalClassificationError = 0.43984375 * 1280; time = 0.0099s; samplesPerSecond = 129706.9
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 1.39458008 * 1280; EvalClassificationError = 0.43359375 * 1280; time = 0.0099s; samplesPerSecond = 129867.5
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 1.43623047 * 1280; EvalClassificationError = 0.43671875 * 1280; time = 0.0099s; samplesPerSecond = 129940.0
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 1.39189453 * 1280; EvalClassificationError = 0.42968750 * 1280; time = 0.0116s; samplesPerSecond = 109902.4
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 1.47275391 * 1280; EvalClassificationError = 0.45234375 * 1280; time = 0.0099s; samplesPerSecond = 129947.9
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 1.32446289 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0098s; samplesPerSecond = 130073.4
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 1.40068359 * 1280; EvalClassificationError = 0.44140625 * 1280; time = 0.0100s; samplesPerSecond = 128025.6
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 1.39028320 * 1280; EvalClassificationError = 0.43437500 * 1280; time = 0.0099s; samplesPerSecond = 128645.8
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 1.38012695 * 1280; EvalClassificationError = 0.42890625 * 1280; time = 0.0100s; samplesPerSecond = 128521.8
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 1.46704102 * 1280; EvalClassificationError = 0.44687500 * 1280; time = 0.0098s; samplesPerSecond = 130335.6
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 1.38295898 * 1280; EvalClassificationError = 0.43906250 * 1280; time = 0.0101s; samplesPerSecond = 126922.4
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 1.48139648 * 1280; EvalClassificationError = 0.46171875 * 1280; time = 0.0100s; samplesPerSecond = 128516.6
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 1.39873047 * 1280; EvalClassificationError = 0.44062500 * 1280; time = 0.0098s; samplesPerSecond = 129957.2
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 1.36655273 * 1280; EvalClassificationError = 0.42968750 * 1280; time = 0.0100s; samplesPerSecond = 127887.5
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 1.37187500 * 1280; EvalClassificationError = 0.42890625 * 1280; time = 0.0099s; samplesPerSecond = 129494.4
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 1.41118164 * 1280; EvalClassificationError = 0.45468750 * 1280; time = 0.0099s; samplesPerSecond = 129408.0
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 1.40185547 * 1280; EvalClassificationError = 0.42656250 * 1280; time = 0.0098s; samplesPerSecond = 129957.2
01/16/2018 22:32:09:  Epoch[ 4 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 1.44145508 * 1280; EvalClassificationError = 0.43828125 * 1280; time = 0.0098s; samplesPerSecond = 130359.5
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 1.32333984 * 1280; EvalClassificationError = 0.41562500 * 1280; time = 0.0099s; samplesPerSecond = 129912.3
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 1.33330078 * 1280; EvalClassificationError = 0.41171875 * 1280; time = 0.0099s; samplesPerSecond = 129469.5
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 1.33339844 * 1280; EvalClassificationError = 0.41875000 * 1280; time = 0.0098s; samplesPerSecond = 130111.7
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 1.30874023 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0100s; samplesPerSecond = 127895.1
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 1.35639648 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0100s; samplesPerSecond = 128284.8
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 1.40566406 * 1280; EvalClassificationError = 0.45234375 * 1280; time = 0.0100s; samplesPerSecond = 128243.7
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 1.37055664 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0098s; samplesPerSecond = 130006.0
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 1.31518555 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0098s; samplesPerSecond = 130364.8
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 1.33935547 * 1280; EvalClassificationError = 0.41875000 * 1280; time = 0.0099s; samplesPerSecond = 128687.2
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 1.36201172 * 1280; EvalClassificationError = 0.43437500 * 1280; time = 0.0098s; samplesPerSecond = 130205.7
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 1.39956055 * 1280; EvalClassificationError = 0.42734375 * 1280; time = 0.0098s; samplesPerSecond = 130230.9
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 1.32177734 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0098s; samplesPerSecond = 130082.6
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 1.41669922 * 1280; EvalClassificationError = 0.43593750 * 1280; time = 0.0098s; samplesPerSecond = 130445.9
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 1.46391602 * 1280; EvalClassificationError = 0.45546875 * 1280; time = 0.0098s; samplesPerSecond = 130330.3
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 1.34565430 * 1280; EvalClassificationError = 0.43828125 * 1280; time = 0.0099s; samplesPerSecond = 129838.5
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 1.39633789 * 1280; EvalClassificationError = 0.43203125 * 1280; time = 0.0110s; samplesPerSecond = 116725.5
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 1.31503906 * 1280; EvalClassificationError = 0.43125000 * 1280; time = 0.0099s; samplesPerSecond = 129714.8
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 1.31264648 * 1280; EvalClassificationError = 0.41640625 * 1280; time = 0.0099s; samplesPerSecond = 129286.4
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 1.36035156 * 1280; EvalClassificationError = 0.42656250 * 1280; time = 0.0099s; samplesPerSecond = 129936.0
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 1.39423828 * 1280; EvalClassificationError = 0.44062500 * 1280; time = 0.0097s; samplesPerSecond = 131288.8
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 1.39335937 * 1280; EvalClassificationError = 0.42734375 * 1280; time = 0.0098s; samplesPerSecond = 131089.8
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 1.28432617 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0098s; samplesPerSecond = 130281.2
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 1.41606445 * 1280; EvalClassificationError = 0.43984375 * 1280; time = 0.0142s; samplesPerSecond = 90447.9
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 1.36401367 * 1280; EvalClassificationError = 0.42500000 * 1280; time = 0.0101s; samplesPerSecond = 126429.7
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 1.36293945 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0101s; samplesPerSecond = 127090.0
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 1.34799805 * 1280; EvalClassificationError = 0.41093750 * 1280; time = 0.0101s; samplesPerSecond = 127172.1
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 1.37963867 * 1280; EvalClassificationError = 0.43593750 * 1280; time = 0.0098s; samplesPerSecond = 130233.5
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 1.40131836 * 1280; EvalClassificationError = 0.41796875 * 1280; time = 0.0098s; samplesPerSecond = 130128.9
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 1.42509766 * 1280; EvalClassificationError = 0.43984375 * 1280; time = 0.0099s; samplesPerSecond = 129855.6
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 1.36640625 * 1280; EvalClassificationError = 0.42968750 * 1280; time = 0.0098s; samplesPerSecond = 129950.6
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 1.31562500 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0099s; samplesPerSecond = 129776.6
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 1.38461914 * 1280; EvalClassificationError = 0.43281250 * 1280; time = 0.0098s; samplesPerSecond = 130278.6
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 1.33125000 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0098s; samplesPerSecond = 130246.8
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 1.37309570 * 1280; EvalClassificationError = 0.43906250 * 1280; time = 0.0098s; samplesPerSecond = 130612.2
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 1.40957031 * 1280; EvalClassificationError = 0.44375000 * 1280; time = 0.0098s; samplesPerSecond = 129963.8
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 1.39345703 * 1280; EvalClassificationError = 0.43750000 * 1280; time = 0.0098s; samplesPerSecond = 130111.7
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 1.39433594 * 1280; EvalClassificationError = 0.43203125 * 1280; time = 0.0098s; samplesPerSecond = 130504.4
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 1.38403320 * 1280; EvalClassificationError = 0.44921875 * 1280; time = 0.0098s; samplesPerSecond = 130339.6
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 1.40224609 * 1280; EvalClassificationError = 0.43359375 * 1280; time = 0.0098s; samplesPerSecond = 130107.7
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 1.36860352 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0098s; samplesPerSecond = 130197.7
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 1.43349609 * 1280; EvalClassificationError = 0.43984375 * 1280; time = 0.0098s; samplesPerSecond = 130013.9
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 1.44946289 * 1280; EvalClassificationError = 0.44453125 * 1280; time = 0.0098s; samplesPerSecond = 130629.6
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 1.36938477 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0101s; samplesPerSecond = 127058.5
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 1.30034180 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0100s; samplesPerSecond = 127457.0
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 1.48598633 * 1280; EvalClassificationError = 0.47578125 * 1280; time = 0.0098s; samplesPerSecond = 130127.6
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 1.41040039 * 1280; EvalClassificationError = 0.44531250 * 1280; time = 0.0101s; samplesPerSecond = 127035.8
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 1.42670898 * 1280; EvalClassificationError = 0.43750000 * 1280; time = 0.0098s; samplesPerSecond = 130183.2
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 1.35332031 * 1280; EvalClassificationError = 0.42500000 * 1280; time = 0.0099s; samplesPerSecond = 129866.2
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 1.45527344 * 1280; EvalClassificationError = 0.46171875 * 1280; time = 0.0098s; samplesPerSecond = 129962.4
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 1.42797852 * 1280; EvalClassificationError = 0.44843750 * 1280; time = 0.0098s; samplesPerSecond = 130029.8
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 1.36030273 * 1280; EvalClassificationError = 0.42578125 * 1280; time = 0.0098s; samplesPerSecond = 130142.1
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 1.42592773 * 1280; EvalClassificationError = 0.43125000 * 1280; time = 0.0100s; samplesPerSecond = 128128.1
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 1.42089844 * 1280; EvalClassificationError = 0.45156250 * 1280; time = 0.0099s; samplesPerSecond = 129559.9
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 1.39042969 * 1280; EvalClassificationError = 0.43984375 * 1280; time = 0.0099s; samplesPerSecond = 129443.3
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 1.33720703 * 1280; EvalClassificationError = 0.42343750 * 1280; time = 0.0098s; samplesPerSecond = 130509.7
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 1.37851562 * 1280; EvalClassificationError = 0.42656250 * 1280; time = 0.0098s; samplesPerSecond = 131073.7
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 1.44990234 * 1280; EvalClassificationError = 0.44687500 * 1280; time = 0.0098s; samplesPerSecond = 130195.1
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 1.41865234 * 1280; EvalClassificationError = 0.44687500 * 1280; time = 0.0101s; samplesPerSecond = 126703.8
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 1.31943359 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0098s; samplesPerSecond = 130340.9
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 1.33354492 * 1280; EvalClassificationError = 0.42343750 * 1280; time = 0.0099s; samplesPerSecond = 129870.1
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 1.34462891 * 1280; EvalClassificationError = 0.41406250 * 1280; time = 0.0098s; samplesPerSecond = 130023.2
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 1.34589844 * 1280; EvalClassificationError = 0.43515625 * 1280; time = 0.0099s; samplesPerSecond = 129528.4
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 1.29980469 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0098s; samplesPerSecond = 130451.2
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 1.38466797 * 1280; EvalClassificationError = 0.43828125 * 1280; time = 0.0099s; samplesPerSecond = 129913.6
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 1.34057617 * 1280; EvalClassificationError = 0.43125000 * 1280; time = 0.0099s; samplesPerSecond = 128676.8
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 1.39790039 * 1280; EvalClassificationError = 0.43125000 * 1280; time = 0.0099s; samplesPerSecond = 128906.2
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 1.30473633 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0098s; samplesPerSecond = 129999.4
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 1.28217773 * 1280; EvalClassificationError = 0.40703125 * 1280; time = 0.0099s; samplesPerSecond = 129918.9
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 1.40654297 * 1280; EvalClassificationError = 0.44609375 * 1280; time = 0.0100s; samplesPerSecond = 128019.2
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 1.34814453 * 1280; EvalClassificationError = 0.41796875 * 1280; time = 0.0100s; samplesPerSecond = 128335.0
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 1.36552734 * 1280; EvalClassificationError = 0.42500000 * 1280; time = 0.0098s; samplesPerSecond = 130669.6
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 1.34052734 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0098s; samplesPerSecond = 130315.7
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 1.39091797 * 1280; EvalClassificationError = 0.44921875 * 1280; time = 0.0098s; samplesPerSecond = 130757.7
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 1.34418945 * 1280; EvalClassificationError = 0.42968750 * 1280; time = 0.0098s; samplesPerSecond = 130058.8
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 1.35927734 * 1280; EvalClassificationError = 0.41640625 * 1280; time = 0.0099s; samplesPerSecond = 129926.8
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 1.30683594 * 1280; EvalClassificationError = 0.43359375 * 1280; time = 0.0098s; samplesPerSecond = 130525.7
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 1.42006836 * 1280; EvalClassificationError = 0.43203125 * 1280; time = 0.0100s; samplesPerSecond = 127777.7
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 1.35468750 * 1280; EvalClassificationError = 0.42812500 * 1280; time = 0.0099s; samplesPerSecond = 129141.6
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 1.40395508 * 1280; EvalClassificationError = 0.43593750 * 1280; time = 0.0103s; samplesPerSecond = 123777.9
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 1.37148438 * 1280; EvalClassificationError = 0.41875000 * 1280; time = 0.0099s; samplesPerSecond = 129864.9
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 1.35297852 * 1280; EvalClassificationError = 0.42421875 * 1280; time = 0.0098s; samplesPerSecond = 130058.8
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 1.39995117 * 1280; EvalClassificationError = 0.44218750 * 1280; time = 0.0098s; samplesPerSecond = 130270.6
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 1.37031250 * 1280; EvalClassificationError = 0.42890625 * 1280; time = 0.0098s; samplesPerSecond = 130420.6
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 1.38662109 * 1280; EvalClassificationError = 0.43828125 * 1280; time = 0.0098s; samplesPerSecond = 130429.9
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 1.33823242 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0098s; samplesPerSecond = 130222.9
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 1.37851562 * 1280; EvalClassificationError = 0.42265625 * 1280; time = 0.0099s; samplesPerSecond = 128705.3
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 1.33598633 * 1280; EvalClassificationError = 0.41953125 * 1280; time = 0.0099s; samplesPerSecond = 129611.1
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 1.40048828 * 1280; EvalClassificationError = 0.43593750 * 1280; time = 0.0098s; samplesPerSecond = 130652.2
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 1.38125000 * 1280; EvalClassificationError = 0.43984375 * 1280; time = 0.0099s; samplesPerSecond = 129924.2
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 1.40688477 * 1280; EvalClassificationError = 0.43203125 * 1280; time = 0.0100s; samplesPerSecond = 128328.5
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 1.35034180 * 1280; EvalClassificationError = 0.41093750 * 1280; time = 0.0098s; samplesPerSecond = 130310.4
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 1.35375977 * 1280; EvalClassificationError = 0.43046875 * 1280; time = 0.0098s; samplesPerSecond = 130205.7
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 1.35444336 * 1280; EvalClassificationError = 0.41796875 * 1280; time = 0.0099s; samplesPerSecond = 129337.3
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 1.36533203 * 1280; EvalClassificationError = 0.41953125 * 1280; time = 0.0101s; samplesPerSecond = 126688.8
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 1.45458984 * 1280; EvalClassificationError = 0.44140625 * 1280; time = 0.0098s; samplesPerSecond = 130294.5
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 1.34824219 * 1280; EvalClassificationError = 0.43828125 * 1280; time = 0.0098s; samplesPerSecond = 129973.0
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 1.40205078 * 1280; EvalClassificationError = 0.43828125 * 1280; time = 0.0098s; samplesPerSecond = 130415.3
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 1.43090820 * 1280; EvalClassificationError = 0.43046875 * 1280; time = 0.0098s; samplesPerSecond = 130270.6
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 1.28188477 * 1280; EvalClassificationError = 0.41875000 * 1280; time = 0.0100s; samplesPerSecond = 128627.7
01/16/2018 22:32:10:  Epoch[ 4 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 1.35468750 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0098s; samplesPerSecond = 131111.3
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 1.36733398 * 1280; EvalClassificationError = 0.43437500 * 1280; time = 0.0098s; samplesPerSecond = 130201.7
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 1.37827148 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0101s; samplesPerSecond = 126489.7
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 1.31259766 * 1280; EvalClassificationError = 0.41406250 * 1280; time = 0.0098s; samplesPerSecond = 130855.3
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 1.36098633 * 1280; EvalClassificationError = 0.42890625 * 1280; time = 0.0100s; samplesPerSecond = 128395.5
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 1.33808594 * 1280; EvalClassificationError = 0.41875000 * 1280; time = 0.0098s; samplesPerSecond = 130444.5
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 1.38496094 * 1280; EvalClassificationError = 0.43046875 * 1280; time = 0.0098s; samplesPerSecond = 130077.3
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 1.39511719 * 1280; EvalClassificationError = 0.43671875 * 1280; time = 0.0099s; samplesPerSecond = 128986.7
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 1.41416016 * 1280; EvalClassificationError = 0.44375000 * 1280; time = 0.0098s; samplesPerSecond = 130479.1
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 1.34091797 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0098s; samplesPerSecond = 130704.3
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 1.39047852 * 1280; EvalClassificationError = 0.42265625 * 1280; time = 0.0098s; samplesPerSecond = 130012.6
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 1.36333008 * 1280; EvalClassificationError = 0.44062500 * 1280; time = 0.0098s; samplesPerSecond = 130705.6
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 1.34472656 * 1280; EvalClassificationError = 0.42187500 * 1280; time = 0.0098s; samplesPerSecond = 131101.9
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 1.38613281 * 1280; EvalClassificationError = 0.42812500 * 1280; time = 0.0098s; samplesPerSecond = 130493.7
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 1.36264648 * 1280; EvalClassificationError = 0.42656250 * 1280; time = 0.0098s; samplesPerSecond = 130230.9
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 1.37822266 * 1280; EvalClassificationError = 0.42968750 * 1280; time = 0.0098s; samplesPerSecond = 130536.3
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 1.30322266 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0098s; samplesPerSecond = 131265.9
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 1.39423828 * 1280; EvalClassificationError = 0.44062500 * 1280; time = 0.0098s; samplesPerSecond = 130015.2
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 1.35292969 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0098s; samplesPerSecond = 130440.5
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 1.38271484 * 1280; EvalClassificationError = 0.44765625 * 1280; time = 0.0098s; samplesPerSecond = 131243.0
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 1.31147461 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0099s; samplesPerSecond = 128893.2
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 1.43623047 * 1280; EvalClassificationError = 0.43750000 * 1280; time = 0.0099s; samplesPerSecond = 129758.2
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 1.46386719 * 1280; EvalClassificationError = 0.45312500 * 1280; time = 0.0098s; samplesPerSecond = 130301.1
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 1.39497070 * 1280; EvalClassificationError = 0.42812500 * 1280; time = 0.0099s; samplesPerSecond = 129796.4
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 1.40253906 * 1280; EvalClassificationError = 0.42500000 * 1280; time = 0.0098s; samplesPerSecond = 130208.3
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 1.37573242 * 1280; EvalClassificationError = 0.43515625 * 1280; time = 0.0098s; samplesPerSecond = 130011.3
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 1.37138672 * 1280; EvalClassificationError = 0.44609375 * 1280; time = 0.0099s; samplesPerSecond = 129924.2
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 1.44360352 * 1280; EvalClassificationError = 0.44140625 * 1280; time = 0.0099s; samplesPerSecond = 129806.9
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 1.30927734 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0098s; samplesPerSecond = 130496.4
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 1.35947266 * 1280; EvalClassificationError = 0.42343750 * 1280; time = 0.0098s; samplesPerSecond = 130082.6
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 1.39384766 * 1280; EvalClassificationError = 0.43828125 * 1280; time = 0.0098s; samplesPerSecond = 130269.3
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 1.39492188 * 1280; EvalClassificationError = 0.43281250 * 1280; time = 0.0098s; samplesPerSecond = 130533.7
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 1.40024414 * 1280; EvalClassificationError = 0.44531250 * 1280; time = 0.0098s; samplesPerSecond = 130195.1
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 1.42587891 * 1280; EvalClassificationError = 0.43203125 * 1280; time = 0.0098s; samplesPerSecond = 130483.1
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 1.38242187 * 1280; EvalClassificationError = 0.44062500 * 1280; time = 0.0100s; samplesPerSecond = 128200.0
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 1.42509766 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0098s; samplesPerSecond = 130242.8
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 1.33188477 * 1280; EvalClassificationError = 0.41171875 * 1280; time = 0.0099s; samplesPerSecond = 129548.1
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 1.34648437 * 1280; EvalClassificationError = 0.42343750 * 1280; time = 0.0098s; samplesPerSecond = 130065.4
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 1.26127930 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0098s; samplesPerSecond = 130007.3
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 1.38422852 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0098s; samplesPerSecond = 130187.1
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 1.32548828 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0100s; samplesPerSecond = 128111.5
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 1.40073242 * 1280; EvalClassificationError = 0.43906250 * 1280; time = 0.0098s; samplesPerSecond = 130374.1
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 1.32680664 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0099s; samplesPerSecond = 129930.8
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 1.32578125 * 1280; EvalClassificationError = 0.42343750 * 1280; time = 0.0101s; samplesPerSecond = 126558.5
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 1.33618164 * 1280; EvalClassificationError = 0.42421875 * 1280; time = 0.0098s; samplesPerSecond = 130119.6
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 1.32324219 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0101s; samplesPerSecond = 126366.1
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 1.32133789 * 1280; EvalClassificationError = 0.42656250 * 1280; time = 0.0101s; samplesPerSecond = 126913.6
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 1.43613281 * 1280; EvalClassificationError = 0.43437500 * 1280; time = 0.0100s; samplesPerSecond = 128229.5
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 1.31186523 * 1280; EvalClassificationError = 0.42500000 * 1280; time = 0.0099s; samplesPerSecond = 128942.6
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 1.33129883 * 1280; EvalClassificationError = 0.43203125 * 1280; time = 0.0100s; samplesPerSecond = 127815.9
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 1.37534180 * 1280; EvalClassificationError = 0.43203125 * 1280; time = 0.0098s; samplesPerSecond = 130244.1
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 1.43071289 * 1280; EvalClassificationError = 0.46093750 * 1280; time = 0.0098s; samplesPerSecond = 130128.9
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 1.38466797 * 1280; EvalClassificationError = 0.43281250 * 1280; time = 0.0098s; samplesPerSecond = 130048.3
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 1.35058594 * 1280; EvalClassificationError = 0.42500000 * 1280; time = 0.0098s; samplesPerSecond = 130118.3
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 1.43154297 * 1280; EvalClassificationError = 0.43984375 * 1280; time = 0.0100s; samplesPerSecond = 128501.2
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 1.38754883 * 1280; EvalClassificationError = 0.42656250 * 1280; time = 0.0098s; samplesPerSecond = 130246.8
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 1.32026367 * 1280; EvalClassificationError = 0.41328125 * 1280; time = 0.0099s; samplesPerSecond = 129763.5
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 1.36782227 * 1280; EvalClassificationError = 0.41875000 * 1280; time = 0.0098s; samplesPerSecond = 130064.1
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 1.42084961 * 1280; EvalClassificationError = 0.42578125 * 1280; time = 0.0098s; samplesPerSecond = 130195.1
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 1.32333984 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0100s; samplesPerSecond = 127863.2
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 1.45703125 * 1280; EvalClassificationError = 0.45468750 * 1280; time = 0.0099s; samplesPerSecond = 129542.9
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 1.39550781 * 1280; EvalClassificationError = 0.42656250 * 1280; time = 0.0099s; samplesPerSecond = 129137.7
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 1.36845703 * 1280; EvalClassificationError = 0.42421875 * 1280; time = 0.0098s; samplesPerSecond = 130143.5
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 1.35146484 * 1280; EvalClassificationError = 0.41640625 * 1280; time = 0.0098s; samplesPerSecond = 130181.8
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 1.33046875 * 1280; EvalClassificationError = 0.41640625 * 1280; time = 0.0098s; samplesPerSecond = 130425.9
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 1.39121094 * 1280; EvalClassificationError = 0.44062500 * 1280; time = 0.0100s; samplesPerSecond = 127713.9
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 1.30961914 * 1280; EvalClassificationError = 0.42265625 * 1280; time = 0.0098s; samplesPerSecond = 131232.3
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 1.41376953 * 1280; EvalClassificationError = 0.44296875 * 1280; time = 0.0099s; samplesPerSecond = 129745.1
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 1.39560547 * 1280; EvalClassificationError = 0.44609375 * 1280; time = 0.0098s; samplesPerSecond = 130930.2
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 1.37353516 * 1280; EvalClassificationError = 0.43281250 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 1.34174805 * 1280; EvalClassificationError = 0.43437500 * 1280; time = 0.0100s; samplesPerSecond = 127652.8
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 1.30800781 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0098s; samplesPerSecond = 130282.6
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 1.34135742 * 1280; EvalClassificationError = 0.41953125 * 1280; time = 0.0098s; samplesPerSecond = 130164.6
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 1.37690430 * 1280; EvalClassificationError = 0.43437500 * 1280; time = 0.0098s; samplesPerSecond = 130257.4
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 1.34023438 * 1280; EvalClassificationError = 0.42343750 * 1280; time = 0.0099s; samplesPerSecond = 129846.4
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 1.32021484 * 1280; EvalClassificationError = 0.41171875 * 1280; time = 0.0098s; samplesPerSecond = 130410.0
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 1.34951172 * 1280; EvalClassificationError = 0.42734375 * 1280; time = 0.0098s; samplesPerSecond = 130368.8
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 1.43017578 * 1280; EvalClassificationError = 0.43828125 * 1280; time = 0.0099s; samplesPerSecond = 129706.9
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 1.42290039 * 1280; EvalClassificationError = 0.44531250 * 1280; time = 0.0099s; samplesPerSecond = 129020.6
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 1.38789063 * 1280; EvalClassificationError = 0.43203125 * 1280; time = 0.0100s; samplesPerSecond = 127851.7
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 1.34941406 * 1280; EvalClassificationError = 0.42656250 * 1280; time = 0.0098s; samplesPerSecond = 130271.9
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 1.34658203 * 1280; EvalClassificationError = 0.40859375 * 1280; time = 0.0109s; samplesPerSecond = 117067.1
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 1.32900391 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0101s; samplesPerSecond = 126176.7
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 1.39218750 * 1280; EvalClassificationError = 0.43593750 * 1280; time = 0.0098s; samplesPerSecond = 130039.0
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 1.32568359 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0099s; samplesPerSecond = 129464.2
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 1.34545898 * 1280; EvalClassificationError = 0.42265625 * 1280; time = 0.0098s; samplesPerSecond = 130011.3
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 1.36474609 * 1280; EvalClassificationError = 0.42265625 * 1280; time = 0.0098s; samplesPerSecond = 130384.7
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 1.38291016 * 1280; EvalClassificationError = 0.42812500 * 1280; time = 0.0098s; samplesPerSecond = 130329.0
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 1.36064453 * 1280; EvalClassificationError = 0.42734375 * 1280; time = 0.0098s; samplesPerSecond = 130044.3
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 1.30786133 * 1280; EvalClassificationError = 0.43046875 * 1280; time = 0.0099s; samplesPerSecond = 129780.6
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 1.39433594 * 1280; EvalClassificationError = 0.44296875 * 1280; time = 0.0099s; samplesPerSecond = 129592.7
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 1.45756836 * 1280; EvalClassificationError = 0.44765625 * 1280; time = 0.0099s; samplesPerSecond = 129737.2
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 1.33276367 * 1280; EvalClassificationError = 0.42187500 * 1280; time = 0.0098s; samplesPerSecond = 130359.5
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 1.38696289 * 1280; EvalClassificationError = 0.43046875 * 1280; time = 0.0098s; samplesPerSecond = 130126.3
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 1.44023437 * 1280; EvalClassificationError = 0.43750000 * 1280; time = 0.0098s; samplesPerSecond = 130286.5
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 1.34643555 * 1280; EvalClassificationError = 0.42734375 * 1280; time = 0.0099s; samplesPerSecond = 129040.1
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 1.34584961 * 1280; EvalClassificationError = 0.43203125 * 1280; time = 0.0099s; samplesPerSecond = 129532.4
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 1.36279297 * 1280; EvalClassificationError = 0.42187500 * 1280; time = 0.0098s; samplesPerSecond = 130159.3
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 1.35776367 * 1280; EvalClassificationError = 0.41250000 * 1280; time = 0.0099s; samplesPerSecond = 129924.2
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 1.41186523 * 1280; EvalClassificationError = 0.45000000 * 1280; time = 0.0101s; samplesPerSecond = 127177.2
01/16/2018 22:32:11:  Epoch[ 4 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 1.42050781 * 1280; EvalClassificationError = 0.42890625 * 1280; time = 0.0098s; samplesPerSecond = 130025.8
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 1.34218750 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0099s; samplesPerSecond = 129880.7
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 1.42377930 * 1280; EvalClassificationError = 0.43906250 * 1280; time = 0.0098s; samplesPerSecond = 130029.8
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 1.30551758 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0100s; samplesPerSecond = 127744.5
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 1.43769531 * 1280; EvalClassificationError = 0.45937500 * 1280; time = 0.0098s; samplesPerSecond = 130370.1
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 1.38359375 * 1280; EvalClassificationError = 0.43281250 * 1280; time = 0.0098s; samplesPerSecond = 130444.5
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 1.34506836 * 1280; EvalClassificationError = 0.42421875 * 1280; time = 0.0098s; samplesPerSecond = 130146.1
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 1.38642578 * 1280; EvalClassificationError = 0.45390625 * 1280; time = 0.0099s; samplesPerSecond = 129324.3
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 1.34453125 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0098s; samplesPerSecond = 130148.8
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 1.38198242 * 1280; EvalClassificationError = 0.42187500 * 1280; time = 0.0101s; samplesPerSecond = 127092.6
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 1.42524414 * 1280; EvalClassificationError = 0.44062500 * 1280; time = 0.0098s; samplesPerSecond = 130095.8
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 1.38100586 * 1280; EvalClassificationError = 0.42187500 * 1280; time = 0.0098s; samplesPerSecond = 130098.5
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 1.36616211 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0098s; samplesPerSecond = 130682.9
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 1.38193359 * 1280; EvalClassificationError = 0.43515625 * 1280; time = 0.0098s; samplesPerSecond = 129996.8
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 1.36708984 * 1280; EvalClassificationError = 0.42265625 * 1280; time = 0.0098s; samplesPerSecond = 130380.8
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 1.35166016 * 1280; EvalClassificationError = 0.41640625 * 1280; time = 0.0098s; samplesPerSecond = 129958.5
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 1.39633789 * 1280; EvalClassificationError = 0.43203125 * 1280; time = 0.0098s; samplesPerSecond = 130269.3
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 1.42641602 * 1280; EvalClassificationError = 0.44375000 * 1280; time = 0.0098s; samplesPerSecond = 130283.9
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 1.34023438 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0098s; samplesPerSecond = 130564.3
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 1.38056641 * 1280; EvalClassificationError = 0.41250000 * 1280; time = 0.0098s; samplesPerSecond = 130193.8
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 1.40839844 * 1280; EvalClassificationError = 0.43750000 * 1280; time = 0.0104s; samplesPerSecond = 123483.0
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 1.36176758 * 1280; EvalClassificationError = 0.42187500 * 1280; time = 0.0098s; samplesPerSecond = 130415.3
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 1.30742187 * 1280; EvalClassificationError = 0.42187500 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 1.32143555 * 1280; EvalClassificationError = 0.42187500 * 1280; time = 0.0098s; samplesPerSecond = 130860.6
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 1.35415039 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0098s; samplesPerSecond = 131124.7
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 1.36450195 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0099s; samplesPerSecond = 129406.7
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 1.43662109 * 1280; EvalClassificationError = 0.45859375 * 1280; time = 0.0098s; samplesPerSecond = 130918.2
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 1.36914062 * 1280; EvalClassificationError = 0.41640625 * 1280; time = 0.0099s; samplesPerSecond = 129500.9
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 1.37905273 * 1280; EvalClassificationError = 0.42500000 * 1280; time = 0.0098s; samplesPerSecond = 130110.4
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 1.30834961 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0099s; samplesPerSecond = 129249.8
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 1.36757813 * 1280; EvalClassificationError = 0.43359375 * 1280; time = 0.0099s; samplesPerSecond = 129947.9
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 1.41533203 * 1280; EvalClassificationError = 0.44140625 * 1280; time = 0.0099s; samplesPerSecond = 129900.4
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 1.36997070 * 1280; EvalClassificationError = 0.43359375 * 1280; time = 0.0101s; samplesPerSecond = 126847.0
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 1.32973633 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0098s; samplesPerSecond = 130378.1
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 1.37661133 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0100s; samplesPerSecond = 127368.3
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 1.38251953 * 1280; EvalClassificationError = 0.44062500 * 1280; time = 0.0098s; samplesPerSecond = 130608.2
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 1.31586914 * 1280; EvalClassificationError = 0.41562500 * 1280; time = 0.0098s; samplesPerSecond = 131065.6
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 1.41289062 * 1280; EvalClassificationError = 0.42968750 * 1280; time = 0.0098s; samplesPerSecond = 130305.1
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 1.34829102 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0098s; samplesPerSecond = 130340.9
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 1.38491211 * 1280; EvalClassificationError = 0.42734375 * 1280; time = 0.0098s; samplesPerSecond = 130536.3
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 1.33046875 * 1280; EvalClassificationError = 0.40859375 * 1280; time = 0.0100s; samplesPerSecond = 128124.3
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 1.39106445 * 1280; EvalClassificationError = 0.43125000 * 1280; time = 0.0098s; samplesPerSecond = 130521.7
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 1.35678711 * 1280; EvalClassificationError = 0.42968750 * 1280; time = 0.0098s; samplesPerSecond = 130472.5
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 1.38779297 * 1280; EvalClassificationError = 0.43046875 * 1280; time = 0.0098s; samplesPerSecond = 130339.6
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 1.42089844 * 1280; EvalClassificationError = 0.45781250 * 1280; time = 0.0099s; samplesPerSecond = 129914.9
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 1.32749023 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0102s; samplesPerSecond = 126015.3
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 1.37695312 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0098s; samplesPerSecond = 130439.2
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 1.35468750 * 1280; EvalClassificationError = 0.42656250 * 1280; time = 0.0099s; samplesPerSecond = 129103.8
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 1.27866211 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0098s; samplesPerSecond = 130148.8
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 1.38564453 * 1280; EvalClassificationError = 0.44218750 * 1280; time = 0.0098s; samplesPerSecond = 130211.0
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 1.33842773 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0100s; samplesPerSecond = 127411.4
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 1.34643555 * 1280; EvalClassificationError = 0.42812500 * 1280; time = 0.0099s; samplesPerSecond = 129561.2
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 1.36518555 * 1280; EvalClassificationError = 0.41250000 * 1280; time = 0.0099s; samplesPerSecond = 129316.4
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 1.38828125 * 1280; EvalClassificationError = 0.43203125 * 1280; time = 0.0098s; samplesPerSecond = 130019.2
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 1.38144531 * 1280; EvalClassificationError = 0.42890625 * 1280; time = 0.0098s; samplesPerSecond = 130228.2
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 1.32504883 * 1280; EvalClassificationError = 0.43437500 * 1280; time = 0.0099s; samplesPerSecond = 129354.3
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 1.37749023 * 1280; EvalClassificationError = 0.43906250 * 1280; time = 0.0101s; samplesPerSecond = 126112.1
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 1.27641602 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0098s; samplesPerSecond = 130395.4
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 1.37187500 * 1280; EvalClassificationError = 0.42187500 * 1280; time = 0.0099s; samplesPerSecond = 129747.7
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 1.34990234 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0100s; samplesPerSecond = 127528.1
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 1.35112305 * 1280; EvalClassificationError = 0.43203125 * 1280; time = 0.0098s; samplesPerSecond = 130254.7
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 1.31699219 * 1280; EvalClassificationError = 0.40390625 * 1280; time = 0.0098s; samplesPerSecond = 130188.5
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 1.36923828 * 1280; EvalClassificationError = 0.43046875 * 1280; time = 0.0098s; samplesPerSecond = 130468.5
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 1.40351563 * 1280; EvalClassificationError = 0.44218750 * 1280; time = 0.0098s; samplesPerSecond = 130368.8
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 1.37460937 * 1280; EvalClassificationError = 0.41796875 * 1280; time = 0.0098s; samplesPerSecond = 130024.5
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 1.35947266 * 1280; EvalClassificationError = 0.41953125 * 1280; time = 0.0099s; samplesPerSecond = 128740.3
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 1.41884766 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0098s; samplesPerSecond = 130484.4
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 1.32587891 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0098s; samplesPerSecond = 130023.2
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 1.36748047 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0099s; samplesPerSecond = 129535.0
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 1.42421875 * 1280; EvalClassificationError = 0.44843750 * 1280; time = 0.0098s; samplesPerSecond = 130232.2
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 1.33222656 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0100s; samplesPerSecond = 127997.4
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 1.42138672 * 1280; EvalClassificationError = 0.43984375 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 1.38623047 * 1280; EvalClassificationError = 0.43671875 * 1280; time = 0.0098s; samplesPerSecond = 131037.4
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 1.38447266 * 1280; EvalClassificationError = 0.42343750 * 1280; time = 0.0098s; samplesPerSecond = 130680.3
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 1.36230469 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0098s; samplesPerSecond = 130833.9
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 1.31679688 * 1280; EvalClassificationError = 0.41328125 * 1280; time = 0.0099s; samplesPerSecond = 129229.0
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 1.35244141 * 1280; EvalClassificationError = 0.43437500 * 1280; time = 0.0098s; samplesPerSecond = 130175.2
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 1.37734375 * 1280; EvalClassificationError = 0.41562500 * 1280; time = 0.0098s; samplesPerSecond = 130265.3
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 1.33134766 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0102s; samplesPerSecond = 125917.3
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 1.42060547 * 1280; EvalClassificationError = 0.44843750 * 1280; time = 0.0098s; samplesPerSecond = 130032.4
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 1.33613281 * 1280; EvalClassificationError = 0.42656250 * 1280; time = 0.0099s; samplesPerSecond = 129414.5
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 1.39033203 * 1280; EvalClassificationError = 0.43046875 * 1280; time = 0.0098s; samplesPerSecond = 130327.7
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 1.36591797 * 1280; EvalClassificationError = 0.40390625 * 1280; time = 0.0098s; samplesPerSecond = 130669.6
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 1.32021484 * 1280; EvalClassificationError = 0.41093750 * 1280; time = 0.0098s; samplesPerSecond = 130148.8
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 1.34306641 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0099s; samplesPerSecond = 128836.1
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 1.37265625 * 1280; EvalClassificationError = 0.42968750 * 1280; time = 0.0098s; samplesPerSecond = 130208.3
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 1.42802734 * 1280; EvalClassificationError = 0.44687500 * 1280; time = 0.0098s; samplesPerSecond = 130101.1
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 1.32216797 * 1280; EvalClassificationError = 0.41875000 * 1280; time = 0.0099s; samplesPerSecond = 129845.1
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 1.39355469 * 1280; EvalClassificationError = 0.42578125 * 1280; time = 0.0100s; samplesPerSecond = 128073.0
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 1.38242187 * 1280; EvalClassificationError = 0.43671875 * 1280; time = 0.0100s; samplesPerSecond = 128300.2
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 1.41640625 * 1280; EvalClassificationError = 0.44921875 * 1280; time = 0.0098s; samplesPerSecond = 130187.1
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 1.37080078 * 1280; EvalClassificationError = 0.42812500 * 1280; time = 0.0100s; samplesPerSecond = 127772.6
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 1.36630859 * 1280; EvalClassificationError = 0.42812500 * 1280; time = 0.0098s; samplesPerSecond = 130724.3
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 1.39267578 * 1280; EvalClassificationError = 0.43515625 * 1280; time = 0.0098s; samplesPerSecond = 130278.6
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 1.30429687 * 1280; EvalClassificationError = 0.42187500 * 1280; time = 0.0098s; samplesPerSecond = 130236.2
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 1.31660156 * 1280; EvalClassificationError = 0.42500000 * 1280; time = 0.0098s; samplesPerSecond = 130468.5
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 1.35507812 * 1280; EvalClassificationError = 0.41875000 * 1280; time = 0.0098s; samplesPerSecond = 130586.9
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 1.34511719 * 1280; EvalClassificationError = 0.40703125 * 1280; time = 0.0099s; samplesPerSecond = 129317.7
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 1.42509766 * 1280; EvalClassificationError = 0.43046875 * 1280; time = 0.0098s; samplesPerSecond = 130213.6
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 1.36699219 * 1280; EvalClassificationError = 0.44296875 * 1280; time = 0.0098s; samplesPerSecond = 130218.9
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 1.34921875 * 1280; EvalClassificationError = 0.41406250 * 1280; time = 0.0100s; samplesPerSecond = 128640.6
01/16/2018 22:32:12:  Epoch[ 4 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 1.37373047 * 1280; EvalClassificationError = 0.42187500 * 1280; time = 0.0098s; samplesPerSecond = 130396.7
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 1.34541016 * 1280; EvalClassificationError = 0.42265625 * 1280; time = 0.0098s; samplesPerSecond = 130140.8
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 1.35322266 * 1280; EvalClassificationError = 0.43125000 * 1280; time = 0.0099s; samplesPerSecond = 129936.0
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 1.36962891 * 1280; EvalClassificationError = 0.41875000 * 1280; time = 0.0098s; samplesPerSecond = 130250.7
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 1.33847656 * 1280; EvalClassificationError = 0.43984375 * 1280; time = 0.0100s; samplesPerSecond = 127631.1
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 1.34501953 * 1280; EvalClassificationError = 0.42421875 * 1280; time = 0.0098s; samplesPerSecond = 130301.1
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 1.35839844 * 1280; EvalClassificationError = 0.41171875 * 1280; time = 0.0098s; samplesPerSecond = 130573.6
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 1.35673828 * 1280; EvalClassificationError = 0.41875000 * 1280; time = 0.0098s; samplesPerSecond = 130028.4
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 1.35820312 * 1280; EvalClassificationError = 0.43671875 * 1280; time = 0.0098s; samplesPerSecond = 130414.0
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 1.40664063 * 1280; EvalClassificationError = 0.43906250 * 1280; time = 0.0098s; samplesPerSecond = 130578.9
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 1.33330078 * 1280; EvalClassificationError = 0.41093750 * 1280; time = 0.0099s; samplesPerSecond = 129552.0
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 1.36445313 * 1280; EvalClassificationError = 0.41953125 * 1280; time = 0.0098s; samplesPerSecond = 130523.0
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 1.31689453 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0100s; samplesPerSecond = 128392.9
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 1.35703125 * 1280; EvalClassificationError = 0.43671875 * 1280; time = 0.0114s; samplesPerSecond = 111840.2
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 1.33828125 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0099s; samplesPerSecond = 129928.1
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 1.36074219 * 1280; EvalClassificationError = 0.43984375 * 1280; time = 0.0099s; samplesPerSecond = 129144.2
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 1.35771484 * 1280; EvalClassificationError = 0.42812500 * 1280; time = 0.0099s; samplesPerSecond = 129703.0
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 1.32226562 * 1280; EvalClassificationError = 0.42812500 * 1280; time = 0.0098s; samplesPerSecond = 130297.1
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 1.33447266 * 1280; EvalClassificationError = 0.41406250 * 1280; time = 0.0099s; samplesPerSecond = 129249.8
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 1.32900391 * 1280; EvalClassificationError = 0.41171875 * 1280; time = 0.0100s; samplesPerSecond = 127563.7
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 1.27626953 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0098s; samplesPerSecond = 131185.2
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 1.39101563 * 1280; EvalClassificationError = 0.43203125 * 1280; time = 0.0098s; samplesPerSecond = 131155.6
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 1.40400391 * 1280; EvalClassificationError = 0.44453125 * 1280; time = 0.0098s; samplesPerSecond = 130963.7
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 1.40195312 * 1280; EvalClassificationError = 0.42265625 * 1280; time = 0.0098s; samplesPerSecond = 131221.5
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 1.33818359 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0099s; samplesPerSecond = 129754.3
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 1.38398438 * 1280; EvalClassificationError = 0.44296875 * 1280; time = 0.0098s; samplesPerSecond = 130993.2
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 1.31835938 * 1280; EvalClassificationError = 0.41250000 * 1280; time = 0.0098s; samplesPerSecond = 130592.3
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 1.32041016 * 1280; EvalClassificationError = 0.41796875 * 1280; time = 0.0101s; samplesPerSecond = 127083.7
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 1.34736328 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 1.32050781 * 1280; EvalClassificationError = 0.41953125 * 1280; time = 0.0101s; samplesPerSecond = 126971.5
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 1.34355469 * 1280; EvalClassificationError = 0.42812500 * 1280; time = 0.0100s; samplesPerSecond = 127600.6
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 1.35039062 * 1280; EvalClassificationError = 0.41406250 * 1280; time = 0.0098s; samplesPerSecond = 130991.9
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 1.31826172 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0099s; samplesPerSecond = 129859.6
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 1.32646484 * 1280; EvalClassificationError = 0.42265625 * 1280; time = 0.0098s; samplesPerSecond = 130930.2
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 1.43007813 * 1280; EvalClassificationError = 0.43437500 * 1280; time = 0.0098s; samplesPerSecond = 130420.6
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 1.36259766 * 1280; EvalClassificationError = 0.42812500 * 1280; time = 0.0098s; samplesPerSecond = 131139.5
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 1.37275391 * 1280; EvalClassificationError = 0.43125000 * 1280; time = 0.0098s; samplesPerSecond = 131064.3
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 1.30312500 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0098s; samplesPerSecond = 130645.6
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 1.29179687 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0098s; samplesPerSecond = 131060.3
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 1.40107422 * 1280; EvalClassificationError = 0.42500000 * 1280; time = 0.0099s; samplesPerSecond = 129713.5
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 1.34462891 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0100s; samplesPerSecond = 127766.2
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 1.35927734 * 1280; EvalClassificationError = 0.41250000 * 1280; time = 0.0098s; samplesPerSecond = 130570.9
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 1.43417969 * 1280; EvalClassificationError = 0.45234375 * 1280; time = 0.0098s; samplesPerSecond = 131018.7
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 1.44980469 * 1280; EvalClassificationError = 0.43906250 * 1280; time = 0.0100s; samplesPerSecond = 127510.4
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 1.38535156 * 1280; EvalClassificationError = 0.42656250 * 1280; time = 0.0098s; samplesPerSecond = 130160.7
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 1.32373047 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0098s; samplesPerSecond = 130862.0
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 1.31279297 * 1280; EvalClassificationError = 0.42734375 * 1280; time = 0.0101s; samplesPerSecond = 127173.4
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 1.45595703 * 1280; EvalClassificationError = 0.44453125 * 1280; time = 0.0098s; samplesPerSecond = 130600.3
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 1.35869141 * 1280; EvalClassificationError = 0.41875000 * 1280; time = 0.0098s; samplesPerSecond = 130080.0
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 1.39443359 * 1280; EvalClassificationError = 0.44140625 * 1280; time = 0.0099s; samplesPerSecond = 129726.7
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 1.44921875 * 1280; EvalClassificationError = 0.43671875 * 1280; time = 0.0098s; samplesPerSecond = 130661.6
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 1.44033203 * 1280; EvalClassificationError = 0.45468750 * 1280; time = 0.0098s; samplesPerSecond = 131049.5
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 1.38789063 * 1280; EvalClassificationError = 0.42500000 * 1280; time = 0.0098s; samplesPerSecond = 131075.0
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 1.40654297 * 1280; EvalClassificationError = 0.43437500 * 1280; time = 0.0098s; samplesPerSecond = 130835.2
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 1.40996094 * 1280; EvalClassificationError = 0.43593750 * 1280; time = 0.0102s; samplesPerSecond = 125683.7
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 1.39628906 * 1280; EvalClassificationError = 0.45625000 * 1280; time = 0.0163s; samplesPerSecond = 78570.5
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 1.35742188 * 1280; EvalClassificationError = 0.42656250 * 1280; time = 0.0099s; samplesPerSecond = 129805.6
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 1.32919922 * 1280; EvalClassificationError = 0.43828125 * 1280; time = 0.0098s; samplesPerSecond = 130115.7
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 1.38750000 * 1280; EvalClassificationError = 0.42421875 * 1280; time = 0.0100s; samplesPerSecond = 128456.0
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 1.29736328 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0098s; samplesPerSecond = 130281.2
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 1.41064453 * 1280; EvalClassificationError = 0.44843750 * 1280; time = 0.0098s; samplesPerSecond = 130033.7
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 1.35048828 * 1280; EvalClassificationError = 0.41406250 * 1280; time = 0.0102s; samplesPerSecond = 125608.4
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 1.28398437 * 1280; EvalClassificationError = 0.40234375 * 1280; time = 0.0099s; samplesPerSecond = 129311.2
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 1.31523437 * 1280; EvalClassificationError = 0.42812500 * 1280; time = 0.0099s; samplesPerSecond = 129642.6
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 1.34052734 * 1280; EvalClassificationError = 0.42578125 * 1280; time = 0.0100s; samplesPerSecond = 127520.5
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 1.33515625 * 1280; EvalClassificationError = 0.41562500 * 1280; time = 0.0098s; samplesPerSecond = 130428.6
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 1.33193359 * 1280; EvalClassificationError = 0.42734375 * 1280; time = 0.0098s; samplesPerSecond = 130192.4
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 1.36298828 * 1280; EvalClassificationError = 0.41406250 * 1280; time = 0.0098s; samplesPerSecond = 130102.5
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 1.31992187 * 1280; EvalClassificationError = 0.40234375 * 1280; time = 0.0098s; samplesPerSecond = 130322.3
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 1.38066406 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0102s; samplesPerSecond = 125281.4
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 1.36035156 * 1280; EvalClassificationError = 0.41953125 * 1280; time = 0.0098s; samplesPerSecond = 130612.2
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 1.32236328 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0098s; samplesPerSecond = 130832.5
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 1.27236328 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 1.34736328 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0098s; samplesPerSecond = 131020.0
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 1.31455078 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0100s; samplesPerSecond = 128132.0
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 1.36113281 * 1280; EvalClassificationError = 0.44843750 * 1280; time = 0.0098s; samplesPerSecond = 131025.4
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 1.38369141 * 1280; EvalClassificationError = 0.43203125 * 1280; time = 0.0099s; samplesPerSecond = 129410.6
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 1.32841797 * 1280; EvalClassificationError = 0.42265625 * 1280; time = 0.0098s; samplesPerSecond = 131092.5
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 1.37744141 * 1280; EvalClassificationError = 0.44218750 * 1280; time = 0.0098s; samplesPerSecond = 130254.7
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 1.41083984 * 1280; EvalClassificationError = 0.44531250 * 1280; time = 0.0098s; samplesPerSecond = 130533.7
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 1.43349609 * 1280; EvalClassificationError = 0.45312500 * 1280; time = 0.0098s; samplesPerSecond = 131084.4
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 1.44345703 * 1280; EvalClassificationError = 0.45234375 * 1280; time = 0.0098s; samplesPerSecond = 130859.3
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 1.37636719 * 1280; EvalClassificationError = 0.42656250 * 1280; time = 0.0098s; samplesPerSecond = 130788.4
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 1.31582031 * 1280; EvalClassificationError = 0.41093750 * 1280; time = 0.0101s; samplesPerSecond = 126293.8
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 1.38242187 * 1280; EvalClassificationError = 0.43515625 * 1280; time = 0.0098s; samplesPerSecond = 130898.1
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 1.33505859 * 1280; EvalClassificationError = 0.42421875 * 1280; time = 0.0098s; samplesPerSecond = 131181.1
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 1.29433594 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0098s; samplesPerSecond = 130936.9
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 1.40283203 * 1280; EvalClassificationError = 0.43984375 * 1280; time = 0.0099s; samplesPerSecond = 129597.9
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 1.39970703 * 1280; EvalClassificationError = 0.42187500 * 1280; time = 0.0098s; samplesPerSecond = 130565.6
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 1.43515625 * 1280; EvalClassificationError = 0.45859375 * 1280; time = 0.0100s; samplesPerSecond = 127386.0
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 1.32578125 * 1280; EvalClassificationError = 0.42265625 * 1280; time = 0.0098s; samplesPerSecond = 130851.2
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 1.30458984 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0098s; samplesPerSecond = 130848.6
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 1.26318359 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0098s; samplesPerSecond = 131150.2
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 1.28349609 * 1280; EvalClassificationError = 0.43203125 * 1280; time = 0.0098s; samplesPerSecond = 130859.3
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 1.31806641 * 1280; EvalClassificationError = 0.42500000 * 1280; time = 0.0098s; samplesPerSecond = 130439.2
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 1.31875000 * 1280; EvalClassificationError = 0.41093750 * 1280; time = 0.0098s; samplesPerSecond = 131208.0
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 1.33574219 * 1280; EvalClassificationError = 0.42265625 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 1.37734375 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0101s; samplesPerSecond = 127085.0
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 1.26533203 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0098s; samplesPerSecond = 131021.4
01/16/2018 22:32:13:  Epoch[ 4 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 1.32949219 * 1280; EvalClassificationError = 0.42890625 * 1280; time = 0.0104s; samplesPerSecond = 123533.0
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 1.32890625 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0164s; samplesPerSecond = 78222.9
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 1.31601562 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0113s; samplesPerSecond = 113144.2
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 1.34531250 * 1280; EvalClassificationError = 0.41562500 * 1280; time = 0.0099s; samplesPerSecond = 129612.4
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 1.34785156 * 1280; EvalClassificationError = 0.42578125 * 1280; time = 0.0103s; samplesPerSecond = 124046.6
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 1.32607422 * 1280; EvalClassificationError = 0.43203125 * 1280; time = 0.0099s; samplesPerSecond = 129285.1
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 1.37392578 * 1280; EvalClassificationError = 0.41796875 * 1280; time = 0.0098s; samplesPerSecond = 130714.9
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 1.31611328 * 1280; EvalClassificationError = 0.41953125 * 1280; time = 0.0101s; samplesPerSecond = 126619.8
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 1.40498047 * 1280; EvalClassificationError = 0.43750000 * 1280; time = 0.0100s; samplesPerSecond = 128327.2
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 1.30410156 * 1280; EvalClassificationError = 0.41562500 * 1280; time = 0.0098s; samplesPerSecond = 130686.9
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 1.29531250 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0099s; samplesPerSecond = 129880.7
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 1.37548828 * 1280; EvalClassificationError = 0.42890625 * 1280; time = 0.0098s; samplesPerSecond = 130880.7
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 1.30654297 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0099s; samplesPerSecond = 128767.5
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 1.37548828 * 1280; EvalClassificationError = 0.43203125 * 1280; time = 0.0098s; samplesPerSecond = 130290.5
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 1.32656250 * 1280; EvalClassificationError = 0.41171875 * 1280; time = 0.0098s; samplesPerSecond = 130090.6
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 1.29843750 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0100s; samplesPerSecond = 127937.3
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 1.39980469 * 1280; EvalClassificationError = 0.44921875 * 1280; time = 0.0100s; samplesPerSecond = 128416.1
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 1.35664063 * 1280; EvalClassificationError = 0.40625000 * 1280; time = 0.0099s; samplesPerSecond = 129728.0
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 1.40458984 * 1280; EvalClassificationError = 0.43828125 * 1280; time = 0.0099s; samplesPerSecond = 129684.6
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 1.35195313 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0100s; samplesPerSecond = 128169.2
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 1.28945313 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0098s; samplesPerSecond = 130347.6
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 1.35029297 * 1280; EvalClassificationError = 0.42343750 * 1280; time = 0.0100s; samplesPerSecond = 127691.0
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 1.27265625 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0100s; samplesPerSecond = 127750.9
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 1.34189453 * 1280; EvalClassificationError = 0.42968750 * 1280; time = 0.0098s; samplesPerSecond = 130764.4
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 1.34384766 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0100s; samplesPerSecond = 128161.5
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 1.35683594 * 1280; EvalClassificationError = 0.41093750 * 1280; time = 0.0098s; samplesPerSecond = 130951.7
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 1.31640625 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0099s; samplesPerSecond = 129930.8
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 1.30878906 * 1280; EvalClassificationError = 0.40859375 * 1280; time = 0.0098s; samplesPerSecond = 130295.8
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 1.33867187 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0099s; samplesPerSecond = 129897.8
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 1.39287109 * 1280; EvalClassificationError = 0.41406250 * 1280; time = 0.0100s; samplesPerSecond = 127877.2
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 1.29433594 * 1280; EvalClassificationError = 0.41640625 * 1280; time = 0.0106s; samplesPerSecond = 120528.4
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 1.36328125 * 1280; EvalClassificationError = 0.42265625 * 1280; time = 0.0098s; samplesPerSecond = 131026.7
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 1.26025391 * 1280; EvalClassificationError = 0.40234375 * 1280; time = 0.0100s; samplesPerSecond = 128094.8
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 1.39697266 * 1280; EvalClassificationError = 0.41406250 * 1280; time = 0.0098s; samplesPerSecond = 130297.1
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 1.32119141 * 1280; EvalClassificationError = 0.40859375 * 1280; time = 0.0098s; samplesPerSecond = 130839.2
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 1.40673828 * 1280; EvalClassificationError = 0.42968750 * 1280; time = 0.0099s; samplesPerSecond = 129499.6
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 1.26250000 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0098s; samplesPerSecond = 130429.9
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 1.38750000 * 1280; EvalClassificationError = 0.41953125 * 1280; time = 0.0100s; samplesPerSecond = 127565.0
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 1.37851562 * 1280; EvalClassificationError = 0.43984375 * 1280; time = 0.0099s; samplesPerSecond = 129804.3
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 1.25664062 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0098s; samplesPerSecond = 130520.3
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 1.33574219 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0101s; samplesPerSecond = 127158.2
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 1.34003906 * 1280; EvalClassificationError = 0.41406250 * 1280; time = 0.0100s; samplesPerSecond = 128643.2
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 1.35595703 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0098s; samplesPerSecond = 130449.8
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 1.38554687 * 1280; EvalClassificationError = 0.43593750 * 1280; time = 0.0099s; samplesPerSecond = 129793.7
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 1.26025391 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0100s; samplesPerSecond = 128289.9
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 1.37714844 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0098s; samplesPerSecond = 130286.5
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 1.33603516 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0100s; samplesPerSecond = 128007.7
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 1.35761719 * 1280; EvalClassificationError = 0.41093750 * 1280; time = 0.0098s; samplesPerSecond = 130275.9
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 1.31103516 * 1280; EvalClassificationError = 0.40859375 * 1280; time = 0.0099s; samplesPerSecond = 129750.3
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 1.36083984 * 1280; EvalClassificationError = 0.43515625 * 1280; time = 0.0101s; samplesPerSecond = 127162.0
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 1.34082031 * 1280; EvalClassificationError = 0.41796875 * 1280; time = 0.0098s; samplesPerSecond = 130289.2
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 1.34091797 * 1280; EvalClassificationError = 0.41328125 * 1280; time = 0.0099s; samplesPerSecond = 129507.5
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 1.38525391 * 1280; EvalClassificationError = 0.42968750 * 1280; time = 0.0098s; samplesPerSecond = 130505.7
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 1.37070312 * 1280; EvalClassificationError = 0.44062500 * 1280; time = 0.0098s; samplesPerSecond = 130597.6
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 1.33486328 * 1280; EvalClassificationError = 0.41328125 * 1280; time = 0.0100s; samplesPerSecond = 128137.1
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 1.39306641 * 1280; EvalClassificationError = 0.44609375 * 1280; time = 0.0099s; samplesPerSecond = 128890.6
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 1.32333984 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0098s; samplesPerSecond = 130932.9
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 1.34482422 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0099s; samplesPerSecond = 128714.4
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 1.36171875 * 1280; EvalClassificationError = 0.42812500 * 1280; time = 0.0100s; samplesPerSecond = 128021.8
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 1.29238281 * 1280; EvalClassificationError = 0.41562500 * 1280; time = 0.0098s; samplesPerSecond = 130187.1
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 1.30761719 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0098s; samplesPerSecond = 130089.2
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 1.34160156 * 1280; EvalClassificationError = 0.41953125 * 1280; time = 0.0098s; samplesPerSecond = 130457.8
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 1.29345703 * 1280; EvalClassificationError = 0.41250000 * 1280; time = 0.0099s; samplesPerSecond = 129605.8
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 1.32216797 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0099s; samplesPerSecond = 129482.6
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 1.39443359 * 1280; EvalClassificationError = 0.42812500 * 1280; time = 0.0098s; samplesPerSecond = 130580.3
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 1.37900391 * 1280; EvalClassificationError = 0.42343750 * 1280; time = 0.0101s; samplesPerSecond = 126741.5
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 1.37167969 * 1280; EvalClassificationError = 0.43984375 * 1280; time = 0.0098s; samplesPerSecond = 130676.2
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 1.34453125 * 1280; EvalClassificationError = 0.43515625 * 1280; time = 0.0098s; samplesPerSecond = 130757.7
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 1.37958984 * 1280; EvalClassificationError = 0.43281250 * 1280; time = 0.0099s; samplesPerSecond = 129139.0
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 1.36269531 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0098s; samplesPerSecond = 130598.9
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 1.36005859 * 1280; EvalClassificationError = 0.42265625 * 1280; time = 0.0098s; samplesPerSecond = 130317.0
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 1.30654297 * 1280; EvalClassificationError = 0.41171875 * 1280; time = 0.0098s; samplesPerSecond = 130015.2
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 1.39833984 * 1280; EvalClassificationError = 0.42421875 * 1280; time = 0.0098s; samplesPerSecond = 130900.8
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 1.33320313 * 1280; EvalClassificationError = 0.40390625 * 1280; time = 0.0099s; samplesPerSecond = 128832.3
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 1.34941406 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0101s; samplesPerSecond = 126961.5
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 1.33701172 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0098s; samplesPerSecond = 130097.2
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 1.33203125 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0100s; samplesPerSecond = 127440.5
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 1.38603516 * 1280; EvalClassificationError = 0.42421875 * 1280; time = 0.0099s; samplesPerSecond = 128663.9
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 1.35703125 * 1280; EvalClassificationError = 0.42500000 * 1280; time = 0.0099s; samplesPerSecond = 129751.6
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 1.38027344 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0101s; samplesPerSecond = 126503.5
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 1.41572266 * 1280; EvalClassificationError = 0.44062500 * 1280; time = 0.0099s; samplesPerSecond = 129379.2
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 1.36708984 * 1280; EvalClassificationError = 0.42890625 * 1280; time = 0.0098s; samplesPerSecond = 130757.7
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 1.32626953 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0098s; samplesPerSecond = 129996.8
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 1.26025391 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0098s; samplesPerSecond = 130301.1
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 1.30058594 * 1280; EvalClassificationError = 0.41328125 * 1280; time = 0.0102s; samplesPerSecond = 125047.6
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 1.41904297 * 1280; EvalClassificationError = 0.43671875 * 1280; time = 0.0099s; samplesPerSecond = 129286.4
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 1.37734375 * 1280; EvalClassificationError = 0.43203125 * 1280; time = 0.0098s; samplesPerSecond = 130634.9
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 1.36435547 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0100s; samplesPerSecond = 127754.7
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 1.32207031 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0100s; samplesPerSecond = 127888.7
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 1.39843750 * 1280; EvalClassificationError = 0.44531250 * 1280; time = 0.0098s; samplesPerSecond = 130823.2
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 1.30537109 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0101s; samplesPerSecond = 127270.7
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 1.35849609 * 1280; EvalClassificationError = 0.41171875 * 1280; time = 0.0099s; samplesPerSecond = 128919.2
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 1.29755859 * 1280; EvalClassificationError = 0.40390625 * 1280; time = 0.0098s; samplesPerSecond = 130807.1
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 1.28271484 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0099s; samplesPerSecond = 129826.7
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 1.32626953 * 1280; EvalClassificationError = 0.40625000 * 1280; time = 0.0100s; samplesPerSecond = 128479.2
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 1.41503906 * 1280; EvalClassificationError = 0.44296875 * 1280; time = 0.0098s; samplesPerSecond = 130404.7
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 1.29140625 * 1280; EvalClassificationError = 0.41093750 * 1280; time = 0.0098s; samplesPerSecond = 130868.6
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 1.27500000 * 1280; EvalClassificationError = 0.40625000 * 1280; time = 0.0098s; samplesPerSecond = 130605.6
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 1.33710938 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0099s; samplesPerSecond = 129591.4
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 1.33457031 * 1280; EvalClassificationError = 0.41093750 * 1280; time = 0.0099s; samplesPerSecond = 129270.7
01/16/2018 22:32:14:  Epoch[ 4 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 1.36044922 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0098s; samplesPerSecond = 131001.2
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 1.31669922 * 1280; EvalClassificationError = 0.41640625 * 1280; time = 0.0099s; samplesPerSecond = 129175.5
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 1.38701172 * 1280; EvalClassificationError = 0.43203125 * 1280; time = 0.0098s; samplesPerSecond = 129996.8
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 1.38359375 * 1280; EvalClassificationError = 0.43828125 * 1280; time = 0.0098s; samplesPerSecond = 130661.6
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 1.35791016 * 1280; EvalClassificationError = 0.43046875 * 1280; time = 0.0099s; samplesPerSecond = 128745.4
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 1.33710938 * 1280; EvalClassificationError = 0.41796875 * 1280; time = 0.0099s; samplesPerSecond = 129248.5
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 1.34365234 * 1280; EvalClassificationError = 0.42968750 * 1280; time = 0.0098s; samplesPerSecond = 130771.0
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 1.33525391 * 1280; EvalClassificationError = 0.41093750 * 1280; time = 0.0099s; samplesPerSecond = 129518.0
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 1.35566406 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0099s; samplesPerSecond = 128999.7
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 1.37265625 * 1280; EvalClassificationError = 0.41875000 * 1280; time = 0.0100s; samplesPerSecond = 127957.8
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 1.27978516 * 1280; EvalClassificationError = 0.40390625 * 1280; time = 0.0099s; samplesPerSecond = 129406.7
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 1.36718750 * 1280; EvalClassificationError = 0.43046875 * 1280; time = 0.0098s; samplesPerSecond = 130751.0
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 1.32187500 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0099s; samplesPerSecond = 128858.2
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 1.34716797 * 1280; EvalClassificationError = 0.42421875 * 1280; time = 0.0100s; samplesPerSecond = 128160.2
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 1.33476562 * 1280; EvalClassificationError = 0.41562500 * 1280; time = 0.0099s; samplesPerSecond = 129204.2
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 1.36250000 * 1280; EvalClassificationError = 0.43437500 * 1280; time = 0.0100s; samplesPerSecond = 127664.2
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 1.28525391 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0099s; samplesPerSecond = 129738.5
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 1.33798828 * 1280; EvalClassificationError = 0.43515625 * 1280; time = 0.0098s; samplesPerSecond = 130625.6
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 1.38564453 * 1280; EvalClassificationError = 0.43437500 * 1280; time = 0.0099s; samplesPerSecond = 128906.2
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 1.39746094 * 1280; EvalClassificationError = 0.43828125 * 1280; time = 0.0101s; samplesPerSecond = 127253.0
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 1.31572266 * 1280; EvalClassificationError = 0.41640625 * 1280; time = 0.0101s; samplesPerSecond = 127058.5
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 1.33212891 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0099s; samplesPerSecond = 129003.6
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 1.37255859 * 1280; EvalClassificationError = 0.41953125 * 1280; time = 0.0098s; samplesPerSecond = 130700.3
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 1.31416016 * 1280; EvalClassificationError = 0.42890625 * 1280; time = 0.0099s; samplesPerSecond = 128953.0
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 1.33349609 * 1280; EvalClassificationError = 0.42187500 * 1280; time = 0.0100s; samplesPerSecond = 127730.5
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 1.28652344 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 1.34873047 * 1280; EvalClassificationError = 0.42187500 * 1280; time = 0.0098s; samplesPerSecond = 130158.0
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 1.33906250 * 1280; EvalClassificationError = 0.42265625 * 1280; time = 0.0098s; samplesPerSecond = 130449.8
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 1.43144531 * 1280; EvalClassificationError = 0.44687500 * 1280; time = 0.0099s; samplesPerSecond = 128755.8
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 1.35156250 * 1280; EvalClassificationError = 0.43828125 * 1280; time = 0.0101s; samplesPerSecond = 126556.0
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 1.36347656 * 1280; EvalClassificationError = 0.42187500 * 1280; time = 0.0098s; samplesPerSecond = 130747.0
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 1.25244141 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0098s; samplesPerSecond = 130625.6
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 1.29316406 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0122s; samplesPerSecond = 104857.9
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 1.27539062 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0101s; samplesPerSecond = 126813.0
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 1.28613281 * 1280; EvalClassificationError = 0.40859375 * 1280; time = 0.0098s; samplesPerSecond = 130613.6
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 1.34443359 * 1280; EvalClassificationError = 0.42500000 * 1280; time = 0.0098s; samplesPerSecond = 130101.1
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 1.32812500 * 1280; EvalClassificationError = 0.43281250 * 1280; time = 0.0098s; samplesPerSecond = 130994.5
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 1.34082031 * 1280; EvalClassificationError = 0.42812500 * 1280; time = 0.0100s; samplesPerSecond = 128309.2
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 1.31591797 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0098s; samplesPerSecond = 130197.7
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 1.41113281 * 1280; EvalClassificationError = 0.43593750 * 1280; time = 0.0098s; samplesPerSecond = 130507.0
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 1.29335938 * 1280; EvalClassificationError = 0.41328125 * 1280; time = 0.0098s; samplesPerSecond = 130036.4
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 1.35791016 * 1280; EvalClassificationError = 0.43125000 * 1280; time = 0.0099s; samplesPerSecond = 129667.5
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 1.34511719 * 1280; EvalClassificationError = 0.43828125 * 1280; time = 0.0098s; samplesPerSecond = 130870.0
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 1.37265625 * 1280; EvalClassificationError = 0.40703125 * 1280; time = 0.0100s; samplesPerSecond = 128016.6
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 1.30898438 * 1280; EvalClassificationError = 0.41328125 * 1280; time = 0.0098s; samplesPerSecond = 130027.1
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 1.34023438 * 1280; EvalClassificationError = 0.42421875 * 1280; time = 0.0098s; samplesPerSecond = 130634.9
01/16/2018 22:32:15:  Epoch[ 4 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 1.33242188 * 1280; EvalClassificationError = 0.40234375 * 1280; time = 0.0098s; samplesPerSecond = 130358.2
01/16/2018 22:32:15: Finished Epoch[ 4 of 25]: [Training] CrossEntropyWithSoftmax = 1.37364523 * 1124823; EvalClassificationError = 0.42839451 * 1124823; totalSamplesSeen = 4499292; learningRatePerSample = 0.0078125; epochTime=8.93395s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:32:16: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.39907888 * 122487; perplexity = 4.05146635; EvalClassificationError = 0.43648714 * 122487
01/16/2018 22:32:16: Finished Epoch[ 4 of 25]: [Validate] CrossEntropyWithSoftmax = 1.39907888 * 122487; EvalClassificationError = 0.43648714 * 122487
01/16/2018 22:32:16: SGD: Saving checkpoint model '/tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.4'

01/16/2018 22:32:16: Starting Epoch 5: learning rate per sample = 0.007812  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 4: frames [4499292..5624115] (first utterance at frame 4499292), data subset 0 of 1, with 1 datapasses

01/16/2018 22:32:16: Starting minibatch loop.
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 1.29834642 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0103s; samplesPerSecond = 124516.0
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 1.24732924 * 1280; EvalClassificationError = 0.40859375 * 1280; time = 0.0098s; samplesPerSecond = 130674.9
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 1.25847473 * 1280; EvalClassificationError = 0.40234375 * 1280; time = 0.0098s; samplesPerSecond = 130709.6
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 1.31100235 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0100s; samplesPerSecond = 128309.2
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 1.32508850 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0098s; samplesPerSecond = 130724.3
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 1.27886505 * 1280; EvalClassificationError = 0.40859375 * 1280; time = 0.0101s; samplesPerSecond = 127330.2
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 1.24187546 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0098s; samplesPerSecond = 130177.9
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 1.30927353 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0098s; samplesPerSecond = 130677.6
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 1.31378021 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0100s; samplesPerSecond = 127965.4
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 1.37059555 * 1280; EvalClassificationError = 0.43437500 * 1280; time = 0.0099s; samplesPerSecond = 128901.0
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 1.35673828 * 1280; EvalClassificationError = 0.43125000 * 1280; time = 0.0098s; samplesPerSecond = 130612.2
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 1.32632446 * 1280; EvalClassificationError = 0.41171875 * 1280; time = 0.0100s; samplesPerSecond = 128336.2
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 1.36274414 * 1280; EvalClassificationError = 0.42343750 * 1280; time = 0.0099s; samplesPerSecond = 129330.8
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 1.30307312 * 1280; EvalClassificationError = 0.42500000 * 1280; time = 0.0098s; samplesPerSecond = 130321.0
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 1.40718536 * 1280; EvalClassificationError = 0.43515625 * 1280; time = 0.0098s; samplesPerSecond = 130588.3
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 1.31150055 * 1280; EvalClassificationError = 0.40625000 * 1280; time = 0.0098s; samplesPerSecond = 130303.8
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 1.24815521 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0100s; samplesPerSecond = 127647.7
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 1.36299438 * 1280; EvalClassificationError = 0.42734375 * 1280; time = 0.0099s; samplesPerSecond = 128739.0
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 1.27361908 * 1280; EvalClassificationError = 0.41171875 * 1280; time = 0.0098s; samplesPerSecond = 130375.4
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 1.35203400 * 1280; EvalClassificationError = 0.43437500 * 1280; time = 0.0099s; samplesPerSecond = 129476.0
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 1.22184448 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0102s; samplesPerSecond = 125228.7
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 1.22838440 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0098s; samplesPerSecond = 130836.5
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 1.36567688 * 1280; EvalClassificationError = 0.42343750 * 1280; time = 0.0100s; samplesPerSecond = 128214.1
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 1.32230835 * 1280; EvalClassificationError = 0.43359375 * 1280; time = 0.0098s; samplesPerSecond = 130648.2
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 1.31928101 * 1280; EvalClassificationError = 0.41562500 * 1280; time = 0.0098s; samplesPerSecond = 130634.9
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 1.33027344 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0101s; samplesPerSecond = 126799.2
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 1.34447632 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0098s; samplesPerSecond = 130379.4
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 1.26961060 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0100s; samplesPerSecond = 127621.0
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 1.28589478 * 1280; EvalClassificationError = 0.41250000 * 1280; time = 0.0099s; samplesPerSecond = 129575.6
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 1.34735718 * 1280; EvalClassificationError = 0.39765625 * 1280; time = 0.0098s; samplesPerSecond = 130989.2
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 1.27180176 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0101s; samplesPerSecond = 126154.4
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 1.25992432 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0099s; samplesPerSecond = 129321.7
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 1.29563904 * 1280; EvalClassificationError = 0.40390625 * 1280; time = 0.0098s; samplesPerSecond = 130090.6
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 1.31546631 * 1280; EvalClassificationError = 0.41406250 * 1280; time = 0.0099s; samplesPerSecond = 129767.4
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 1.31741638 * 1280; EvalClassificationError = 0.41796875 * 1280; time = 0.0098s; samplesPerSecond = 130497.7
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 1.32032166 * 1280; EvalClassificationError = 0.42343750 * 1280; time = 0.0098s; samplesPerSecond = 130399.3
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 1.31346741 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0101s; samplesPerSecond = 126796.7
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 1.34286499 * 1280; EvalClassificationError = 0.41796875 * 1280; time = 0.0098s; samplesPerSecond = 130660.2
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 1.31346130 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0098s; samplesPerSecond = 130602.9
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 1.33345337 * 1280; EvalClassificationError = 0.41875000 * 1280; time = 0.0099s; samplesPerSecond = 129829.3
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 1.31188354 * 1280; EvalClassificationError = 0.42734375 * 1280; time = 0.0099s; samplesPerSecond = 128976.4
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 1.26098022 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0098s; samplesPerSecond = 130110.4
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 1.28076782 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0099s; samplesPerSecond = 129913.6
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 1.31365967 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0098s; samplesPerSecond = 131038.8
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 1.35195923 * 1280; EvalClassificationError = 0.40703125 * 1280; time = 0.0099s; samplesPerSecond = 129545.5
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 1.26666870 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0100s; samplesPerSecond = 127491.3
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 1.24703369 * 1280; EvalClassificationError = 0.38593750 * 1280; time = 0.0098s; samplesPerSecond = 130720.3
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 1.30958862 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0099s; samplesPerSecond = 128805.0
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 1.24970703 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0098s; samplesPerSecond = 130230.9
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 1.32863159 * 1280; EvalClassificationError = 0.43671875 * 1280; time = 0.0098s; samplesPerSecond = 130577.6
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 1.29443970 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0103s; samplesPerSecond = 124449.5
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 1.32861938 * 1280; EvalClassificationError = 0.43828125 * 1280; time = 0.0098s; samplesPerSecond = 130553.6
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 1.32525635 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0099s; samplesPerSecond = 129384.4
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 1.31251831 * 1280; EvalClassificationError = 0.41406250 * 1280; time = 0.0099s; samplesPerSecond = 129944.0
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 1.30743408 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 1.29204102 * 1280; EvalClassificationError = 0.40625000 * 1280; time = 0.0101s; samplesPerSecond = 126290.0
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 1.25933228 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0100s; samplesPerSecond = 128577.3
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 1.30206299 * 1280; EvalClassificationError = 0.39765625 * 1280; time = 0.0098s; samplesPerSecond = 130781.7
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 1.34654541 * 1280; EvalClassificationError = 0.41406250 * 1280; time = 0.0099s; samplesPerSecond = 128943.9
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 1.35864868 * 1280; EvalClassificationError = 0.42187500 * 1280; time = 0.0101s; samplesPerSecond = 127093.8
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 1.28635864 * 1280; EvalClassificationError = 0.40234375 * 1280; time = 0.0099s; samplesPerSecond = 129428.9
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 1.27271118 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0099s; samplesPerSecond = 128656.1
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 1.28576660 * 1280; EvalClassificationError = 0.41875000 * 1280; time = 0.0098s; samplesPerSecond = 130926.2
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 1.26186523 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0100s; samplesPerSecond = 127896.4
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 1.25604248 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0099s; samplesPerSecond = 128937.4
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 1.27939453 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0098s; samplesPerSecond = 130728.3
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 1.37667847 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0100s; samplesPerSecond = 127445.6
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 1.28569946 * 1280; EvalClassificationError = 0.41250000 * 1280; time = 0.0100s; samplesPerSecond = 127808.3
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 1.25853271 * 1280; EvalClassificationError = 0.41171875 * 1280; time = 0.0098s; samplesPerSecond = 130922.2
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 1.33206787 * 1280; EvalClassificationError = 0.40625000 * 1280; time = 0.0098s; samplesPerSecond = 130250.7
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 1.35568237 * 1280; EvalClassificationError = 0.43281250 * 1280; time = 0.0099s; samplesPerSecond = 129675.4
01/16/2018 22:32:16:  Epoch[ 5 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 1.32819824 * 1280; EvalClassificationError = 0.39765625 * 1280; time = 0.0098s; samplesPerSecond = 130439.2
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 1.32948608 * 1280; EvalClassificationError = 0.42343750 * 1280; time = 0.0100s; samplesPerSecond = 127619.7
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 1.32732544 * 1280; EvalClassificationError = 0.40859375 * 1280; time = 0.0098s; samplesPerSecond = 130472.5
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 1.29804077 * 1280; EvalClassificationError = 0.41796875 * 1280; time = 0.0098s; samplesPerSecond = 131045.5
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 1.36651611 * 1280; EvalClassificationError = 0.41796875 * 1280; time = 0.0102s; samplesPerSecond = 126025.2
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 1.26732178 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0098s; samplesPerSecond = 130763.0
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 1.20975952 * 1280; EvalClassificationError = 0.38593750 * 1280; time = 0.0099s; samplesPerSecond = 129907.0
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 1.32138672 * 1280; EvalClassificationError = 0.41562500 * 1280; time = 0.0100s; samplesPerSecond = 128569.6
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 1.27927246 * 1280; EvalClassificationError = 0.39765625 * 1280; time = 0.0098s; samplesPerSecond = 130791.1
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 1.33386230 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0103s; samplesPerSecond = 124798.9
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 1.30651855 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0099s; samplesPerSecond = 128911.4
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 1.27364502 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0098s; samplesPerSecond = 130085.3
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 1.28959961 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0098s; samplesPerSecond = 130382.1
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 1.29227295 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0099s; samplesPerSecond = 129050.5
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 1.31158447 * 1280; EvalClassificationError = 0.41406250 * 1280; time = 0.0098s; samplesPerSecond = 130584.3
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 1.31898193 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0102s; samplesPerSecond = 125919.8
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 1.28553467 * 1280; EvalClassificationError = 0.40234375 * 1280; time = 0.0098s; samplesPerSecond = 130222.9
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 1.36145020 * 1280; EvalClassificationError = 0.43125000 * 1280; time = 0.0100s; samplesPerSecond = 128345.2
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 1.34344482 * 1280; EvalClassificationError = 0.43437500 * 1280; time = 0.0100s; samplesPerSecond = 127661.7
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 1.32038574 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0098s; samplesPerSecond = 130274.6
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 1.32828369 * 1280; EvalClassificationError = 0.41406250 * 1280; time = 0.0100s; samplesPerSecond = 127488.8
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 1.26088867 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0100s; samplesPerSecond = 128283.5
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 1.31458740 * 1280; EvalClassificationError = 0.41796875 * 1280; time = 0.0098s; samplesPerSecond = 130208.3
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 1.34990234 * 1280; EvalClassificationError = 0.42734375 * 1280; time = 0.0099s; samplesPerSecond = 129743.8
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 1.28145752 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0100s; samplesPerSecond = 127473.5
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 1.29168701 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0098s; samplesPerSecond = 130461.8
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 1.30427246 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0100s; samplesPerSecond = 127668.1
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 1.23923340 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0101s; samplesPerSecond = 126884.7
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 1.25280762 * 1280; EvalClassificationError = 0.39765625 * 1280; time = 0.0098s; samplesPerSecond = 130748.3
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 1.27156982 * 1280; EvalClassificationError = 0.39687500 * 1280; time = 0.0101s; samplesPerSecond = 126281.3
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 1.32382812 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0098s; samplesPerSecond = 130896.7
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 1.27913818 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0099s; samplesPerSecond = 129803.0
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 1.29301758 * 1280; EvalClassificationError = 0.42343750 * 1280; time = 0.0098s; samplesPerSecond = 130085.3
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 1.34696045 * 1280; EvalClassificationError = 0.43203125 * 1280; time = 0.0098s; samplesPerSecond = 130278.6
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 1.36146240 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0102s; samplesPerSecond = 125718.2
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 1.36000977 * 1280; EvalClassificationError = 0.42968750 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 1.32302246 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0098s; samplesPerSecond = 130220.3
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 1.24942627 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0099s; samplesPerSecond = 128775.2
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 1.27587891 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0100s; samplesPerSecond = 128581.2
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 1.37697754 * 1280; EvalClassificationError = 0.42968750 * 1280; time = 0.0098s; samplesPerSecond = 130505.7
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 1.31575928 * 1280; EvalClassificationError = 0.41093750 * 1280; time = 0.0101s; samplesPerSecond = 126429.7
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 1.32668457 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0098s; samplesPerSecond = 130684.3
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 1.31590576 * 1280; EvalClassificationError = 0.42500000 * 1280; time = 0.0100s; samplesPerSecond = 127674.4
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 1.28977051 * 1280; EvalClassificationError = 0.42343750 * 1280; time = 0.0099s; samplesPerSecond = 129418.4
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 1.31182861 * 1280; EvalClassificationError = 0.42812500 * 1280; time = 0.0098s; samplesPerSecond = 130634.9
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 1.27873535 * 1280; EvalClassificationError = 0.42187500 * 1280; time = 0.0100s; samplesPerSecond = 127979.5
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 1.29155273 * 1280; EvalClassificationError = 0.41562500 * 1280; time = 0.0100s; samplesPerSecond = 128483.1
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 1.24827881 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0098s; samplesPerSecond = 130791.1
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 1.33250732 * 1280; EvalClassificationError = 0.40859375 * 1280; time = 0.0098s; samplesPerSecond = 130003.4
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 1.32117920 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0100s; samplesPerSecond = 128067.9
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 1.35096436 * 1280; EvalClassificationError = 0.41796875 * 1280; time = 0.0098s; samplesPerSecond = 130800.4
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 1.39111328 * 1280; EvalClassificationError = 0.42890625 * 1280; time = 0.0099s; samplesPerSecond = 128985.4
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 1.25604248 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0099s; samplesPerSecond = 129662.3
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 1.35142822 * 1280; EvalClassificationError = 0.42578125 * 1280; time = 0.0100s; samplesPerSecond = 128266.8
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 1.29879150 * 1280; EvalClassificationError = 0.40625000 * 1280; time = 0.0100s; samplesPerSecond = 128210.3
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 1.28881836 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0098s; samplesPerSecond = 130420.6
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 1.27305908 * 1280; EvalClassificationError = 0.39687500 * 1280; time = 0.0099s; samplesPerSecond = 129592.7
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 1.32207031 * 1280; EvalClassificationError = 0.42187500 * 1280; time = 0.0100s; samplesPerSecond = 128583.8
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 1.27947998 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0098s; samplesPerSecond = 130535.0
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 1.37111816 * 1280; EvalClassificationError = 0.41562500 * 1280; time = 0.0101s; samplesPerSecond = 127244.2
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 1.25961914 * 1280; EvalClassificationError = 0.40859375 * 1280; time = 0.0100s; samplesPerSecond = 128198.7
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 1.30239258 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0098s; samplesPerSecond = 130844.6
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 1.33258057 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0098s; samplesPerSecond = 129986.2
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 1.26517334 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0098s; samplesPerSecond = 130920.8
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 1.33200684 * 1280; EvalClassificationError = 0.41406250 * 1280; time = 0.0098s; samplesPerSecond = 131016.0
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 1.25861816 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0098s; samplesPerSecond = 130102.5
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 1.29604492 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0098s; samplesPerSecond = 130329.0
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 1.29165039 * 1280; EvalClassificationError = 0.40703125 * 1280; time = 0.0100s; samplesPerSecond = 128612.2
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 1.30625000 * 1280; EvalClassificationError = 0.41093750 * 1280; time = 0.0098s; samplesPerSecond = 130192.4
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 1.29877930 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0098s; samplesPerSecond = 130217.6
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 1.29094238 * 1280; EvalClassificationError = 0.40703125 * 1280; time = 0.0099s; samplesPerSecond = 129682.0
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 1.27408447 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0098s; samplesPerSecond = 130652.2
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 1.36369629 * 1280; EvalClassificationError = 0.42343750 * 1280; time = 0.0098s; samplesPerSecond = 130779.1
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 1.32326660 * 1280; EvalClassificationError = 0.41171875 * 1280; time = 0.0101s; samplesPerSecond = 126857.0
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 1.29210205 * 1280; EvalClassificationError = 0.40390625 * 1280; time = 0.0098s; samplesPerSecond = 130799.1
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 1.24152832 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0098s; samplesPerSecond = 130747.0
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 1.31992187 * 1280; EvalClassificationError = 0.43046875 * 1280; time = 0.0100s; samplesPerSecond = 127928.4
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 1.35411377 * 1280; EvalClassificationError = 0.42656250 * 1280; time = 0.0099s; samplesPerSecond = 129897.8
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 1.27740479 * 1280; EvalClassificationError = 0.42265625 * 1280; time = 0.0098s; samplesPerSecond = 130560.3
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 1.23572998 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0100s; samplesPerSecond = 128070.4
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 1.33835449 * 1280; EvalClassificationError = 0.42265625 * 1280; time = 0.0098s; samplesPerSecond = 130694.9
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 1.26903076 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0100s; samplesPerSecond = 128530.8
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 1.37916260 * 1280; EvalClassificationError = 0.42578125 * 1280; time = 0.0101s; samplesPerSecond = 127332.8
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 1.38287354 * 1280; EvalClassificationError = 0.43281250 * 1280; time = 0.0098s; samplesPerSecond = 131127.4
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 1.26889648 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0099s; samplesPerSecond = 129387.0
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 1.31575928 * 1280; EvalClassificationError = 0.41250000 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 1.24130859 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0098s; samplesPerSecond = 130880.7
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 1.34636230 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0099s; samplesPerSecond = 128819.3
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 1.29689941 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 1.35139160 * 1280; EvalClassificationError = 0.41093750 * 1280; time = 0.0098s; samplesPerSecond = 130200.4
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 1.27307129 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0100s; samplesPerSecond = 128561.8
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 1.39350586 * 1280; EvalClassificationError = 0.42187500 * 1280; time = 0.0098s; samplesPerSecond = 130509.7
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 1.36147461 * 1280; EvalClassificationError = 0.42656250 * 1280; time = 0.0100s; samplesPerSecond = 128435.4
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 1.29206543 * 1280; EvalClassificationError = 0.42968750 * 1280; time = 0.0101s; samplesPerSecond = 127349.2
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 1.29560547 * 1280; EvalClassificationError = 0.41093750 * 1280; time = 0.0098s; samplesPerSecond = 130819.2
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 1.34670410 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0100s; samplesPerSecond = 127459.6
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 1.31755371 * 1280; EvalClassificationError = 0.41796875 * 1280; time = 0.0100s; samplesPerSecond = 128459.9
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 1.30280762 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0098s; samplesPerSecond = 130548.3
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 1.32680664 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0098s; samplesPerSecond = 130348.9
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 1.30122070 * 1280; EvalClassificationError = 0.42343750 * 1280; time = 0.0098s; samplesPerSecond = 130245.4
01/16/2018 22:32:17:  Epoch[ 5 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 1.30664062 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0101s; samplesPerSecond = 126554.7
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 1.28525391 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0100s; samplesPerSecond = 128132.0
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 1.30864258 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0098s; samplesPerSecond = 130578.9
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 1.30029297 * 1280; EvalClassificationError = 0.41406250 * 1280; time = 0.0098s; samplesPerSecond = 130601.6
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 1.32399902 * 1280; EvalClassificationError = 0.42187500 * 1280; time = 0.0100s; samplesPerSecond = 128318.2
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 1.37910156 * 1280; EvalClassificationError = 0.43281250 * 1280; time = 0.0098s; samplesPerSecond = 130208.3
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 1.37329102 * 1280; EvalClassificationError = 0.43671875 * 1280; time = 0.0100s; samplesPerSecond = 128043.5
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 1.30883789 * 1280; EvalClassificationError = 0.43593750 * 1280; time = 0.0098s; samplesPerSecond = 130123.6
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 1.32683105 * 1280; EvalClassificationError = 0.43359375 * 1280; time = 0.0098s; samplesPerSecond = 130256.0
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 1.26530762 * 1280; EvalClassificationError = 0.42265625 * 1280; time = 0.0102s; samplesPerSecond = 125534.5
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 1.22399902 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0098s; samplesPerSecond = 130150.1
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 1.29951172 * 1280; EvalClassificationError = 0.42343750 * 1280; time = 0.0098s; samplesPerSecond = 130501.7
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 1.32412109 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0099s; samplesPerSecond = 129857.0
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 1.29238281 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0098s; samplesPerSecond = 130516.4
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 1.29699707 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0100s; samplesPerSecond = 127448.1
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 1.34348145 * 1280; EvalClassificationError = 0.43125000 * 1280; time = 0.0101s; samplesPerSecond = 127337.8
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 1.32783203 * 1280; EvalClassificationError = 0.42187500 * 1280; time = 0.0098s; samplesPerSecond = 130664.2
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 1.32292480 * 1280; EvalClassificationError = 0.43828125 * 1280; time = 0.0099s; samplesPerSecond = 128660.0
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 1.39697266 * 1280; EvalClassificationError = 0.43750000 * 1280; time = 0.0101s; samplesPerSecond = 127355.6
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 1.29824219 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0098s; samplesPerSecond = 130354.2
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 1.28935547 * 1280; EvalClassificationError = 0.40625000 * 1280; time = 0.0100s; samplesPerSecond = 127591.7
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 1.27163086 * 1280; EvalClassificationError = 0.41640625 * 1280; time = 0.0100s; samplesPerSecond = 128353.0
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 1.29133301 * 1280; EvalClassificationError = 0.42734375 * 1280; time = 0.0098s; samplesPerSecond = 130922.2
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 1.28918457 * 1280; EvalClassificationError = 0.41171875 * 1280; time = 0.0098s; samplesPerSecond = 130046.9
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 1.31628418 * 1280; EvalClassificationError = 0.43359375 * 1280; time = 0.0098s; samplesPerSecond = 130539.0
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 1.36262207 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0101s; samplesPerSecond = 126127.0
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 1.27648926 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0100s; samplesPerSecond = 128503.7
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 1.31770020 * 1280; EvalClassificationError = 0.40234375 * 1280; time = 0.0098s; samplesPerSecond = 130360.8
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 1.30158691 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0098s; samplesPerSecond = 130372.8
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 1.28613281 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0101s; samplesPerSecond = 127109.0
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 1.26601563 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 1.32089844 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0098s; samplesPerSecond = 130029.8
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 1.37138672 * 1280; EvalClassificationError = 0.43906250 * 1280; time = 0.0098s; samplesPerSecond = 130668.2
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 1.30649414 * 1280; EvalClassificationError = 0.41875000 * 1280; time = 0.0098s; samplesPerSecond = 130807.1
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 1.30646973 * 1280; EvalClassificationError = 0.41640625 * 1280; time = 0.0100s; samplesPerSecond = 128377.4
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 1.24992676 * 1280; EvalClassificationError = 0.40390625 * 1280; time = 0.0098s; samplesPerSecond = 130342.3
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 1.41254883 * 1280; EvalClassificationError = 0.43437500 * 1280; time = 0.0099s; samplesPerSecond = 129105.1
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 1.32575684 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0099s; samplesPerSecond = 129826.7
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 1.33862305 * 1280; EvalClassificationError = 0.42265625 * 1280; time = 0.0098s; samplesPerSecond = 131118.0
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 1.25810547 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0098s; samplesPerSecond = 131169.0
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 1.30344238 * 1280; EvalClassificationError = 0.42656250 * 1280; time = 0.0101s; samplesPerSecond = 126961.5
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 1.27302246 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0098s; samplesPerSecond = 130597.6
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 1.29965820 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0098s; samplesPerSecond = 130648.2
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 1.27072754 * 1280; EvalClassificationError = 0.42187500 * 1280; time = 0.0098s; samplesPerSecond = 130209.7
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 1.17158203 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0098s; samplesPerSecond = 130270.6
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 1.32058105 * 1280; EvalClassificationError = 0.40625000 * 1280; time = 0.0098s; samplesPerSecond = 131249.7
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 1.27631836 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0098s; samplesPerSecond = 131171.7
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 1.41025391 * 1280; EvalClassificationError = 0.44453125 * 1280; time = 0.0098s; samplesPerSecond = 131152.9
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 1.25256348 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0098s; samplesPerSecond = 131206.7
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 1.27600098 * 1280; EvalClassificationError = 0.40625000 * 1280; time = 0.0098s; samplesPerSecond = 131045.5
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 1.33576660 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0100s; samplesPerSecond = 128144.8
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 1.28017578 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0098s; samplesPerSecond = 130891.4
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 1.41918945 * 1280; EvalClassificationError = 0.43359375 * 1280; time = 0.0098s; samplesPerSecond = 130376.8
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 1.28493652 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0098s; samplesPerSecond = 130943.6
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 1.22307129 * 1280; EvalClassificationError = 0.38593750 * 1280; time = 0.0101s; samplesPerSecond = 127289.7
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 1.28378906 * 1280; EvalClassificationError = 0.42578125 * 1280; time = 0.0098s; samplesPerSecond = 130325.0
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 1.31430664 * 1280; EvalClassificationError = 0.41406250 * 1280; time = 0.0098s; samplesPerSecond = 130728.3
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 1.36286621 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0098s; samplesPerSecond = 131030.7
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 1.26730957 * 1280; EvalClassificationError = 0.41562500 * 1280; time = 0.0099s; samplesPerSecond = 129114.3
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 1.34873047 * 1280; EvalClassificationError = 0.41250000 * 1280; time = 0.0100s; samplesPerSecond = 127652.8
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 1.30778809 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0098s; samplesPerSecond = 131226.9
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 1.29069824 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0109s; samplesPerSecond = 117846.4
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 1.37209473 * 1280; EvalClassificationError = 0.42265625 * 1280; time = 0.0105s; samplesPerSecond = 121519.4
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 1.32297363 * 1280; EvalClassificationError = 0.41250000 * 1280; time = 0.0098s; samplesPerSecond = 130646.9
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 1.32292480 * 1280; EvalClassificationError = 0.41640625 * 1280; time = 0.0098s; samplesPerSecond = 130849.9
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 1.25534668 * 1280; EvalClassificationError = 0.38593750 * 1280; time = 0.0103s; samplesPerSecond = 124789.2
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 1.25800781 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0098s; samplesPerSecond = 130927.5
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 1.35637207 * 1280; EvalClassificationError = 0.43125000 * 1280; time = 0.0098s; samplesPerSecond = 131045.5
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 1.32827148 * 1280; EvalClassificationError = 0.41328125 * 1280; time = 0.0098s; samplesPerSecond = 131104.6
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 1.28073730 * 1280; EvalClassificationError = 0.41328125 * 1280; time = 0.0098s; samplesPerSecond = 131150.2
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 1.33999023 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0099s; samplesPerSecond = 129725.3
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 1.27934570 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0098s; samplesPerSecond = 131006.6
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 1.37888184 * 1280; EvalClassificationError = 0.42421875 * 1280; time = 0.0098s; samplesPerSecond = 130686.9
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 1.27058105 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0098s; samplesPerSecond = 131126.0
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 1.26862793 * 1280; EvalClassificationError = 0.41406250 * 1280; time = 0.0097s; samplesPerSecond = 131306.3
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 1.31992187 * 1280; EvalClassificationError = 0.42734375 * 1280; time = 0.0099s; samplesPerSecond = 129060.9
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 1.37087402 * 1280; EvalClassificationError = 0.42734375 * 1280; time = 0.0097s; samplesPerSecond = 131298.2
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 1.28173828 * 1280; EvalClassificationError = 0.40859375 * 1280; time = 0.0098s; samplesPerSecond = 131069.7
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 1.22512207 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0099s; samplesPerSecond = 129025.8
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 1.29140625 * 1280; EvalClassificationError = 0.39687500 * 1280; time = 0.0098s; samplesPerSecond = 131152.9
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 1.20751953 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0101s; samplesPerSecond = 126533.5
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 1.29038086 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0098s; samplesPerSecond = 130544.3
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 1.32224121 * 1280; EvalClassificationError = 0.41796875 * 1280; time = 0.0097s; samplesPerSecond = 131341.3
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 1.37341309 * 1280; EvalClassificationError = 0.41171875 * 1280; time = 0.0099s; samplesPerSecond = 128688.5
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 1.26889648 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0101s; samplesPerSecond = 126164.3
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 1.30478516 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0098s; samplesPerSecond = 131127.4
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 1.30002441 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0098s; samplesPerSecond = 131123.4
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 1.35131836 * 1280; EvalClassificationError = 0.41875000 * 1280; time = 0.0098s; samplesPerSecond = 130844.6
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 1.33955078 * 1280; EvalClassificationError = 0.41953125 * 1280; time = 0.0098s; samplesPerSecond = 130781.7
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 1.26762695 * 1280; EvalClassificationError = 0.41640625 * 1280; time = 0.0099s; samplesPerSecond = 128945.2
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 1.32197266 * 1280; EvalClassificationError = 0.42343750 * 1280; time = 0.0103s; samplesPerSecond = 123948.1
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 1.31425781 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0098s; samplesPerSecond = 130503.0
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 1.24689941 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0098s; samplesPerSecond = 131073.7
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 1.28928223 * 1280; EvalClassificationError = 0.41093750 * 1280; time = 0.0098s; samplesPerSecond = 131230.9
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 1.32253418 * 1280; EvalClassificationError = 0.42343750 * 1280; time = 0.0098s; samplesPerSecond = 131162.3
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 1.26354980 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0099s; samplesPerSecond = 129294.2
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 1.28452148 * 1280; EvalClassificationError = 0.41171875 * 1280; time = 0.0097s; samplesPerSecond = 131315.7
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 1.28093262 * 1280; EvalClassificationError = 0.40859375 * 1280; time = 0.0098s; samplesPerSecond = 131173.1
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 1.30634766 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0098s; samplesPerSecond = 131081.7
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 1.24812012 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0098s; samplesPerSecond = 130588.3
01/16/2018 22:32:18:  Epoch[ 5 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 1.35449219 * 1280; EvalClassificationError = 0.41953125 * 1280; time = 0.0102s; samplesPerSecond = 125819.5
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 1.33884277 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0098s; samplesPerSecond = 130957.0
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 1.30534668 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0100s; samplesPerSecond = 128156.4
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 1.30803223 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0098s; samplesPerSecond = 131213.4
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 1.30754395 * 1280; EvalClassificationError = 0.41093750 * 1280; time = 0.0098s; samplesPerSecond = 130832.5
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 1.30173340 * 1280; EvalClassificationError = 0.41171875 * 1280; time = 0.0099s; samplesPerSecond = 129791.1
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 1.31057129 * 1280; EvalClassificationError = 0.42343750 * 1280; time = 0.0098s; samplesPerSecond = 131079.0
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 1.36516113 * 1280; EvalClassificationError = 0.44531250 * 1280; time = 0.0098s; samplesPerSecond = 130975.8
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 1.26555176 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0101s; samplesPerSecond = 126639.9
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 1.24729004 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0099s; samplesPerSecond = 128785.6
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 1.28793945 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0099s; samplesPerSecond = 129470.8
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 1.29304199 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0098s; samplesPerSecond = 131194.6
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 1.27749023 * 1280; EvalClassificationError = 0.40390625 * 1280; time = 0.0098s; samplesPerSecond = 131022.7
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 1.32177734 * 1280; EvalClassificationError = 0.41796875 * 1280; time = 0.0098s; samplesPerSecond = 130955.7
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 1.32414551 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0098s; samplesPerSecond = 131072.3
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 1.34860840 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0098s; samplesPerSecond = 130169.9
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 1.30039062 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0100s; samplesPerSecond = 128483.1
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 1.24045410 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0098s; samplesPerSecond = 131003.9
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 1.20393066 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0098s; samplesPerSecond = 131232.3
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 1.23166504 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 131182.5
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 1.20739746 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0099s; samplesPerSecond = 129907.0
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 1.22832031 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0098s; samplesPerSecond = 131135.4
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 1.31325684 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0098s; samplesPerSecond = 130069.4
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 1.30368652 * 1280; EvalClassificationError = 0.41796875 * 1280; time = 0.0098s; samplesPerSecond = 130688.3
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 1.34958496 * 1280; EvalClassificationError = 0.42265625 * 1280; time = 0.0098s; samplesPerSecond = 131152.9
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 1.27072754 * 1280; EvalClassificationError = 0.40390625 * 1280; time = 0.0100s; samplesPerSecond = 127691.0
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 1.28930664 * 1280; EvalClassificationError = 0.41562500 * 1280; time = 0.0098s; samplesPerSecond = 131114.0
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 1.28479004 * 1280; EvalClassificationError = 0.41406250 * 1280; time = 0.0098s; samplesPerSecond = 131029.4
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 1.36240234 * 1280; EvalClassificationError = 0.41796875 * 1280; time = 0.0098s; samplesPerSecond = 131052.2
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 1.33715820 * 1280; EvalClassificationError = 0.43046875 * 1280; time = 0.0098s; samplesPerSecond = 131179.8
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 1.34282227 * 1280; EvalClassificationError = 0.42421875 * 1280; time = 0.0100s; samplesPerSecond = 127974.4
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 1.24467773 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0098s; samplesPerSecond = 130107.7
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 1.27236328 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0098s; samplesPerSecond = 130963.7
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 1.30883789 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0098s; samplesPerSecond = 131069.7
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 1.31599121 * 1280; EvalClassificationError = 0.42812500 * 1280; time = 0.0098s; samplesPerSecond = 130813.8
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 1.31696777 * 1280; EvalClassificationError = 0.42265625 * 1280; time = 0.0099s; samplesPerSecond = 129171.6
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 1.33317871 * 1280; EvalClassificationError = 0.41562500 * 1280; time = 0.0098s; samplesPerSecond = 131140.8
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 1.26523437 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0098s; samplesPerSecond = 131042.8
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 1.31689453 * 1280; EvalClassificationError = 0.41093750 * 1280; time = 0.0098s; samplesPerSecond = 130892.7
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 1.24807129 * 1280; EvalClassificationError = 0.41171875 * 1280; time = 0.0098s; samplesPerSecond = 131010.6
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 1.27946777 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 1.27814941 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0099s; samplesPerSecond = 128762.3
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 1.25288086 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0098s; samplesPerSecond = 131139.5
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 1.29296875 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0098s; samplesPerSecond = 130884.7
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 1.26215820 * 1280; EvalClassificationError = 0.40390625 * 1280; time = 0.0097s; samplesPerSecond = 131375.0
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 1.25131836 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0098s; samplesPerSecond = 131259.2
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 1.30776367 * 1280; EvalClassificationError = 0.41562500 * 1280; time = 0.0101s; samplesPerSecond = 126306.2
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 1.31464844 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0098s; samplesPerSecond = 131135.4
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 1.31552734 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0098s; samplesPerSecond = 131112.6
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 1.28378906 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0098s; samplesPerSecond = 130610.9
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 1.27358398 * 1280; EvalClassificationError = 0.40859375 * 1280; time = 0.0098s; samplesPerSecond = 130721.6
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 1.23256836 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0098s; samplesPerSecond = 131012.0
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 1.27094727 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0097s; samplesPerSecond = 131337.3
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 1.29985352 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0098s; samplesPerSecond = 131204.0
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 1.30571289 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0098s; samplesPerSecond = 130804.4
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 1.34667969 * 1280; EvalClassificationError = 0.40625000 * 1280; time = 0.0099s; samplesPerSecond = 129554.7
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 1.28857422 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0098s; samplesPerSecond = 130396.7
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 1.29506836 * 1280; EvalClassificationError = 0.41796875 * 1280; time = 0.0160s; samplesPerSecond = 80111.2
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 1.26987305 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0160s; samplesPerSecond = 79766.7
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 1.26899414 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0099s; samplesPerSecond = 129468.2
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 1.31816406 * 1280; EvalClassificationError = 0.41796875 * 1280; time = 0.0101s; samplesPerSecond = 126868.3
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 1.23876953 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0098s; samplesPerSecond = 130513.7
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 1.24619141 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0100s; samplesPerSecond = 128507.6
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 1.31606445 * 1280; EvalClassificationError = 0.41562500 * 1280; time = 0.0100s; samplesPerSecond = 128265.5
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 1.27836914 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0099s; samplesPerSecond = 129735.9
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 1.27958984 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0102s; samplesPerSecond = 125918.6
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 1.31865234 * 1280; EvalClassificationError = 0.42734375 * 1280; time = 0.0101s; samplesPerSecond = 126813.0
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 1.28105469 * 1280; EvalClassificationError = 0.41250000 * 1280; time = 0.0098s; samplesPerSecond = 130646.9
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 1.28945313 * 1280; EvalClassificationError = 0.40859375 * 1280; time = 0.0098s; samplesPerSecond = 130044.3
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 1.31186523 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0098s; samplesPerSecond = 130704.3
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 1.26552734 * 1280; EvalClassificationError = 0.40390625 * 1280; time = 0.0103s; samplesPerSecond = 124676.1
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 1.32812500 * 1280; EvalClassificationError = 0.41250000 * 1280; time = 0.0098s; samplesPerSecond = 130449.8
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 1.27958984 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0098s; samplesPerSecond = 130593.6
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 1.26416016 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0099s; samplesPerSecond = 128889.3
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 1.33095703 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0102s; samplesPerSecond = 124965.8
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 1.29208984 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0098s; samplesPerSecond = 130123.6
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 1.30766602 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0100s; samplesPerSecond = 128573.4
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 1.28823242 * 1280; EvalClassificationError = 0.41953125 * 1280; time = 0.0100s; samplesPerSecond = 127756.0
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 1.23217773 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0098s; samplesPerSecond = 130479.1
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 1.26049805 * 1280; EvalClassificationError = 0.40625000 * 1280; time = 0.0102s; samplesPerSecond = 124967.0
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 1.27441406 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0100s; samplesPerSecond = 127405.0
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 1.32138672 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0098s; samplesPerSecond = 130278.6
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 1.36499023 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0098s; samplesPerSecond = 130271.9
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 1.36074219 * 1280; EvalClassificationError = 0.43437500 * 1280; time = 0.0098s; samplesPerSecond = 130081.3
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 1.31904297 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0101s; samplesPerSecond = 126457.2
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 1.30058594 * 1280; EvalClassificationError = 0.41796875 * 1280; time = 0.0099s; samplesPerSecond = 129559.9
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 1.25869141 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0098s; samplesPerSecond = 130702.9
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 1.32988281 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0099s; samplesPerSecond = 129806.9
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 1.26523437 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0100s; samplesPerSecond = 128247.5
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 1.29555664 * 1280; EvalClassificationError = 0.41796875 * 1280; time = 0.0099s; samplesPerSecond = 129548.1
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 1.28710938 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0100s; samplesPerSecond = 128198.7
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 1.27294922 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0099s; samplesPerSecond = 129142.9
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 1.28569336 * 1280; EvalClassificationError = 0.41875000 * 1280; time = 0.0098s; samplesPerSecond = 130745.7
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 1.27890625 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0100s; samplesPerSecond = 127642.6
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 1.31215820 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0101s; samplesPerSecond = 126726.4
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 1.27363281 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0098s; samplesPerSecond = 130585.6
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 1.33457031 * 1280; EvalClassificationError = 0.41406250 * 1280; time = 0.0099s; samplesPerSecond = 128790.8
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 1.30424805 * 1280; EvalClassificationError = 0.41406250 * 1280; time = 0.0098s; samplesPerSecond = 130600.3
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 1.33632813 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0099s; samplesPerSecond = 129701.7
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 1.31528320 * 1280; EvalClassificationError = 0.41796875 * 1280; time = 0.0100s; samplesPerSecond = 127391.1
01/16/2018 22:32:19:  Epoch[ 5 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 1.28286133 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0098s; samplesPerSecond = 130807.1
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 1.30161133 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0100s; samplesPerSecond = 127589.2
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 1.28276367 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0099s; samplesPerSecond = 129527.1
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 1.32734375 * 1280; EvalClassificationError = 0.41171875 * 1280; time = 0.0098s; samplesPerSecond = 130741.7
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 1.33530273 * 1280; EvalClassificationError = 0.41796875 * 1280; time = 0.0100s; samplesPerSecond = 127796.8
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 1.29101562 * 1280; EvalClassificationError = 0.41171875 * 1280; time = 0.0100s; samplesPerSecond = 128578.6
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 1.34262695 * 1280; EvalClassificationError = 0.43125000 * 1280; time = 0.0098s; samplesPerSecond = 130331.6
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 1.30786133 * 1280; EvalClassificationError = 0.41328125 * 1280; time = 0.0105s; samplesPerSecond = 121651.0
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 1.29492188 * 1280; EvalClassificationError = 0.41640625 * 1280; time = 0.0098s; samplesPerSecond = 130461.8
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 1.25781250 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0098s; samplesPerSecond = 130813.8
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 1.29624023 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0101s; samplesPerSecond = 126937.5
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 1.25590820 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0098s; samplesPerSecond = 130969.1
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 1.31777344 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0099s; samplesPerSecond = 129397.5
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 1.26728516 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0098s; samplesPerSecond = 130082.6
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 1.30175781 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0098s; samplesPerSecond = 130142.1
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 1.27246094 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0100s; samplesPerSecond = 127826.2
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 1.35234375 * 1280; EvalClassificationError = 0.43125000 * 1280; time = 0.0099s; samplesPerSecond = 129127.3
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 1.27080078 * 1280; EvalClassificationError = 0.41171875 * 1280; time = 0.0098s; samplesPerSecond = 130946.3
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 1.32807617 * 1280; EvalClassificationError = 0.41796875 * 1280; time = 0.0098s; samplesPerSecond = 130293.2
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 1.31445312 * 1280; EvalClassificationError = 0.42343750 * 1280; time = 0.0100s; samplesPerSecond = 128035.9
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 1.26635742 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0098s; samplesPerSecond = 130709.6
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 1.35952148 * 1280; EvalClassificationError = 0.43437500 * 1280; time = 0.0099s; samplesPerSecond = 128815.4
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 1.33076172 * 1280; EvalClassificationError = 0.41796875 * 1280; time = 0.0098s; samplesPerSecond = 130710.9
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 1.24228516 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0100s; samplesPerSecond = 128342.7
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 1.31474609 * 1280; EvalClassificationError = 0.41406250 * 1280; time = 0.0101s; samplesPerSecond = 127159.5
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 1.28496094 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0098s; samplesPerSecond = 130872.7
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 1.27700195 * 1280; EvalClassificationError = 0.40703125 * 1280; time = 0.0098s; samplesPerSecond = 130066.8
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 1.28227539 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0100s; samplesPerSecond = 128640.6
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 1.24604492 * 1280; EvalClassificationError = 0.41796875 * 1280; time = 0.0098s; samplesPerSecond = 130705.6
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 1.28701172 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0101s; samplesPerSecond = 126937.5
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 1.25825195 * 1280; EvalClassificationError = 0.41093750 * 1280; time = 0.0100s; samplesPerSecond = 128342.7
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 1.28095703 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 1.29008789 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0099s; samplesPerSecond = 129518.0
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 1.28715820 * 1280; EvalClassificationError = 0.41171875 * 1280; time = 0.0098s; samplesPerSecond = 130479.1
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 1.26015625 * 1280; EvalClassificationError = 0.40390625 * 1280; time = 0.0100s; samplesPerSecond = 127886.2
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 1.29882812 * 1280; EvalClassificationError = 0.42187500 * 1280; time = 0.0098s; samplesPerSecond = 130054.9
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 1.24863281 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0098s; samplesPerSecond = 130816.5
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 1.27416992 * 1280; EvalClassificationError = 0.40390625 * 1280; time = 0.0099s; samplesPerSecond = 129699.1
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 1.28500977 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0099s; samplesPerSecond = 129845.1
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 1.32070313 * 1280; EvalClassificationError = 0.40859375 * 1280; time = 0.0098s; samplesPerSecond = 131105.9
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 1.28334961 * 1280; EvalClassificationError = 0.40234375 * 1280; time = 0.0102s; samplesPerSecond = 125066.0
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 1.24316406 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0099s; samplesPerSecond = 129599.3
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 1.28193359 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0098s; samplesPerSecond = 131198.6
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 1.31035156 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0099s; samplesPerSecond = 129387.0
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 1.24311523 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0098s; samplesPerSecond = 130714.9
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 1.34248047 * 1280; EvalClassificationError = 0.42187500 * 1280; time = 0.0101s; samplesPerSecond = 126265.1
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 1.26953125 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0099s; samplesPerSecond = 129510.1
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 1.36645508 * 1280; EvalClassificationError = 0.42968750 * 1280; time = 0.0098s; samplesPerSecond = 130732.3
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 1.24863281 * 1280; EvalClassificationError = 0.40234375 * 1280; time = 0.0100s; samplesPerSecond = 128643.2
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 1.32065430 * 1280; EvalClassificationError = 0.42187500 * 1280; time = 0.0103s; samplesPerSecond = 124456.7
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 1.25532227 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0098s; samplesPerSecond = 129965.1
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 1.33569336 * 1280; EvalClassificationError = 0.41562500 * 1280; time = 0.0100s; samplesPerSecond = 127473.5
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 1.30869141 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0099s; samplesPerSecond = 129260.3
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 1.28701172 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0098s; samplesPerSecond = 130985.2
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 1.24794922 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0100s; samplesPerSecond = 127684.6
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 1.29458008 * 1280; EvalClassificationError = 0.42500000 * 1280; time = 0.0101s; samplesPerSecond = 126932.5
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 1.34389648 * 1280; EvalClassificationError = 0.42343750 * 1280; time = 0.0218s; samplesPerSecond = 58654.3
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 1.29687500 * 1280; EvalClassificationError = 0.41328125 * 1280; time = 0.0104s; samplesPerSecond = 123177.6
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 1.30537109 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0129s; samplesPerSecond = 99555.1
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 1.27119141 * 1280; EvalClassificationError = 0.41328125 * 1280; time = 0.0102s; samplesPerSecond = 125426.3
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 1.23520508 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0109s; samplesPerSecond = 117945.2
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 1.30000000 * 1280; EvalClassificationError = 0.41171875 * 1280; time = 0.0098s; samplesPerSecond = 130868.6
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 1.27910156 * 1280; EvalClassificationError = 0.40390625 * 1280; time = 0.0100s; samplesPerSecond = 127674.4
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 1.28051758 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0102s; samplesPerSecond = 124890.2
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 1.22744141 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0098s; samplesPerSecond = 130459.2
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 1.32763672 * 1280; EvalClassificationError = 0.40859375 * 1280; time = 0.0100s; samplesPerSecond = 127964.2
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 1.27392578 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0100s; samplesPerSecond = 128260.4
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 1.27163086 * 1280; EvalClassificationError = 0.40390625 * 1280; time = 0.0098s; samplesPerSecond = 130654.9
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 1.27124023 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0104s; samplesPerSecond = 122856.0
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 1.23945313 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0098s; samplesPerSecond = 130207.0
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 1.31484375 * 1280; EvalClassificationError = 0.39765625 * 1280; time = 0.0098s; samplesPerSecond = 130800.4
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 1.27739258 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0098s; samplesPerSecond = 129994.1
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 1.33271484 * 1280; EvalClassificationError = 0.41875000 * 1280; time = 0.0101s; samplesPerSecond = 126806.7
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 1.30468750 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0098s; samplesPerSecond = 130749.7
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 1.28945313 * 1280; EvalClassificationError = 0.40625000 * 1280; time = 0.0098s; samplesPerSecond = 130751.0
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 1.20136719 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0099s; samplesPerSecond = 129545.5
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 1.36059570 * 1280; EvalClassificationError = 0.42890625 * 1280; time = 0.0099s; samplesPerSecond = 129226.4
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 1.30551758 * 1280; EvalClassificationError = 0.41093750 * 1280; time = 0.0107s; samplesPerSecond = 120019.9
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 1.32207031 * 1280; EvalClassificationError = 0.40703125 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 1.28359375 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0100s; samplesPerSecond = 127626.1
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 1.26694336 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0099s; samplesPerSecond = 129214.6
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 1.26240234 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0098s; samplesPerSecond = 130911.5
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 1.26010742 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0098s; samplesPerSecond = 130229.5
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 1.32207031 * 1280; EvalClassificationError = 0.41796875 * 1280; time = 0.0098s; samplesPerSecond = 131216.1
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 1.26127930 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0098s; samplesPerSecond = 130879.3
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 1.31015625 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0098s; samplesPerSecond = 130536.3
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 1.34179688 * 1280; EvalClassificationError = 0.43828125 * 1280; time = 0.0098s; samplesPerSecond = 130892.7
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 1.25571289 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0101s; samplesPerSecond = 127298.6
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 1.28671875 * 1280; EvalClassificationError = 0.42500000 * 1280; time = 0.0111s; samplesPerSecond = 114825.0
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 1.25478516 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0098s; samplesPerSecond = 130910.1
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 1.31406250 * 1280; EvalClassificationError = 0.42343750 * 1280; time = 0.0100s; samplesPerSecond = 127715.2
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 1.32807617 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0098s; samplesPerSecond = 130935.6
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 1.28305664 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0098s; samplesPerSecond = 130085.3
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 1.37158203 * 1280; EvalClassificationError = 0.43593750 * 1280; time = 0.0100s; samplesPerSecond = 127696.1
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 1.30551758 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0100s; samplesPerSecond = 127689.7
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 1.23193359 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0098s; samplesPerSecond = 130321.0
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 1.31020508 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0099s; samplesPerSecond = 129242.0
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 1.37797852 * 1280; EvalClassificationError = 0.42656250 * 1280; time = 0.0098s; samplesPerSecond = 129979.6
01/16/2018 22:32:20:  Epoch[ 5 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 1.31621094 * 1280; EvalClassificationError = 0.41093750 * 1280; time = 0.0098s; samplesPerSecond = 130566.9
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 1.30078125 * 1280; EvalClassificationError = 0.42187500 * 1280; time = 0.0100s; samplesPerSecond = 127367.0
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 1.27436523 * 1280; EvalClassificationError = 0.41640625 * 1280; time = 0.0100s; samplesPerSecond = 128448.3
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 1.36718750 * 1280; EvalClassificationError = 0.43515625 * 1280; time = 0.0098s; samplesPerSecond = 130672.2
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 1.22695313 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0100s; samplesPerSecond = 128191.0
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 1.39106445 * 1280; EvalClassificationError = 0.42968750 * 1280; time = 0.0098s; samplesPerSecond = 130604.2
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 1.35170898 * 1280; EvalClassificationError = 0.41953125 * 1280; time = 0.0098s; samplesPerSecond = 129995.4
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 1.29506836 * 1280; EvalClassificationError = 0.40859375 * 1280; time = 0.0098s; samplesPerSecond = 130138.2
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 1.22329102 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0098s; samplesPerSecond = 130745.7
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 1.25366211 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0100s; samplesPerSecond = 128369.7
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 1.31611328 * 1280; EvalClassificationError = 0.42187500 * 1280; time = 0.0109s; samplesPerSecond = 117173.2
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 1.34946289 * 1280; EvalClassificationError = 0.41328125 * 1280; time = 0.0098s; samplesPerSecond = 130906.1
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 1.29252930 * 1280; EvalClassificationError = 0.42343750 * 1280; time = 0.0098s; samplesPerSecond = 130173.9
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 1.31870117 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0098s; samplesPerSecond = 130016.6
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 1.27524414 * 1280; EvalClassificationError = 0.40390625 * 1280; time = 0.0099s; samplesPerSecond = 129094.7
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 1.31264648 * 1280; EvalClassificationError = 0.41328125 * 1280; time = 0.0100s; samplesPerSecond = 127867.0
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 1.23149414 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0098s; samplesPerSecond = 130958.3
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 1.31884766 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0100s; samplesPerSecond = 127780.2
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 1.27255859 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0098s; samplesPerSecond = 130805.8
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 1.30478516 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0106s; samplesPerSecond = 120262.3
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 1.27094727 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0101s; samplesPerSecond = 127154.4
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 1.24487305 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0100s; samplesPerSecond = 128523.1
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 1.37641602 * 1280; EvalClassificationError = 0.42656250 * 1280; time = 0.0098s; samplesPerSecond = 130520.3
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 1.29614258 * 1280; EvalClassificationError = 0.42187500 * 1280; time = 0.0099s; samplesPerSecond = 129514.0
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 1.20043945 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0100s; samplesPerSecond = 127705.0
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 1.23276367 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0098s; samplesPerSecond = 130351.5
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 1.27778320 * 1280; EvalClassificationError = 0.40234375 * 1280; time = 0.0099s; samplesPerSecond = 129337.3
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 1.31250000 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0099s; samplesPerSecond = 128940.0
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 1.30927734 * 1280; EvalClassificationError = 0.41093750 * 1280; time = 0.0100s; samplesPerSecond = 127873.4
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 1.32568359 * 1280; EvalClassificationError = 0.41562500 * 1280; time = 0.0102s; samplesPerSecond = 125635.5
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 1.23012695 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0114s; samplesPerSecond = 112595.8
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 1.30644531 * 1280; EvalClassificationError = 0.42265625 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 1.32128906 * 1280; EvalClassificationError = 0.43281250 * 1280; time = 0.0101s; samplesPerSecond = 126721.4
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 1.28608398 * 1280; EvalClassificationError = 0.40625000 * 1280; time = 0.0098s; samplesPerSecond = 130126.3
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 1.29423828 * 1280; EvalClassificationError = 0.41640625 * 1280; time = 0.0098s; samplesPerSecond = 130717.6
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 1.30659180 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0098s; samplesPerSecond = 131010.6
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 1.26201172 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0098s; samplesPerSecond = 130582.9
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 1.34257812 * 1280; EvalClassificationError = 0.40625000 * 1280; time = 0.0098s; samplesPerSecond = 130039.0
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 1.35097656 * 1280; EvalClassificationError = 0.41171875 * 1280; time = 0.0099s; samplesPerSecond = 128742.8
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 1.24702148 * 1280; EvalClassificationError = 0.41875000 * 1280; time = 0.0099s; samplesPerSecond = 129926.8
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 1.23276367 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0101s; samplesPerSecond = 126614.8
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 1.26899414 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0099s; samplesPerSecond = 128884.1
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 1.31708984 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0098s; samplesPerSecond = 130829.8
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 1.26220703 * 1280; EvalClassificationError = 0.41640625 * 1280; time = 0.0099s; samplesPerSecond = 129317.7
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 1.33618164 * 1280; EvalClassificationError = 0.43203125 * 1280; time = 0.0099s; samplesPerSecond = 128950.4
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 1.27705078 * 1280; EvalClassificationError = 0.40859375 * 1280; time = 0.0098s; samplesPerSecond = 130624.2
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 1.34384766 * 1280; EvalClassificationError = 0.41250000 * 1280; time = 0.0101s; samplesPerSecond = 127318.8
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 1.33437500 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0098s; samplesPerSecond = 130812.5
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 1.33198242 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0101s; samplesPerSecond = 127278.3
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 1.27265625 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0101s; samplesPerSecond = 126622.3
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 1.31733398 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0110s; samplesPerSecond = 116573.5
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 1.28007812 * 1280; EvalClassificationError = 0.41875000 * 1280; time = 0.0099s; samplesPerSecond = 129144.2
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 1.22377930 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0100s; samplesPerSecond = 128332.4
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 1.25322266 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0098s; samplesPerSecond = 130076.0
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 1.24384766 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0101s; samplesPerSecond = 126761.5
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 1.25151367 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0098s; samplesPerSecond = 130127.6
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 1.29248047 * 1280; EvalClassificationError = 0.43046875 * 1280; time = 0.0098s; samplesPerSecond = 131037.4
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 1.31850586 * 1280; EvalClassificationError = 0.41953125 * 1280; time = 0.0100s; samplesPerSecond = 127699.9
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 1.28032227 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0102s; samplesPerSecond = 125935.9
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 1.25869141 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0098s; samplesPerSecond = 130477.8
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 1.25903320 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0100s; samplesPerSecond = 127971.8
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 1.29213867 * 1280; EvalClassificationError = 0.40703125 * 1280; time = 0.0100s; samplesPerSecond = 127749.6
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 1.25366211 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0098s; samplesPerSecond = 130547.0
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 1.31821289 * 1280; EvalClassificationError = 0.43125000 * 1280; time = 0.0098s; samplesPerSecond = 130841.9
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 1.32138672 * 1280; EvalClassificationError = 0.41328125 * 1280; time = 0.0098s; samplesPerSecond = 130676.2
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 1.30800781 * 1280; EvalClassificationError = 0.42187500 * 1280; time = 0.0100s; samplesPerSecond = 127945.0
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 1.25625000 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0099s; samplesPerSecond = 128775.2
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 1.23500977 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0098s; samplesPerSecond = 130780.4
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 1.22392578 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0099s; samplesPerSecond = 129579.6
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 1.32490234 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0101s; samplesPerSecond = 126424.7
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 1.27807617 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0107s; samplesPerSecond = 119925.4
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 1.30498047 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0098s; samplesPerSecond = 130581.6
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 1.32788086 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0099s; samplesPerSecond = 128789.5
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 1.30278320 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0098s; samplesPerSecond = 130447.2
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 1.36865234 * 1280; EvalClassificationError = 0.42265625 * 1280; time = 0.0102s; samplesPerSecond = 125025.6
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 1.28666992 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0100s; samplesPerSecond = 128028.2
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 1.25346680 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0098s; samplesPerSecond = 130903.4
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 1.22568359 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0101s; samplesPerSecond = 126636.1
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 1.28232422 * 1280; EvalClassificationError = 0.40859375 * 1280; time = 0.0112s; samplesPerSecond = 114062.7
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 1.32119141 * 1280; EvalClassificationError = 0.42343750 * 1280; time = 0.0098s; samplesPerSecond = 130568.3
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 1.31708984 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0098s; samplesPerSecond = 130856.6
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 1.32050781 * 1280; EvalClassificationError = 0.40625000 * 1280; time = 0.0098s; samplesPerSecond = 131071.0
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 1.33500977 * 1280; EvalClassificationError = 0.40703125 * 1280; time = 0.0099s; samplesPerSecond = 128653.6
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 1.27739258 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0100s; samplesPerSecond = 127804.5
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 1.25678711 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0098s; samplesPerSecond = 131032.1
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 1.38505859 * 1280; EvalClassificationError = 0.42890625 * 1280; time = 0.0099s; samplesPerSecond = 128773.9
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 1.27070313 * 1280; EvalClassificationError = 0.38593750 * 1280; time = 0.0099s; samplesPerSecond = 128898.4
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 1.27763672 * 1280; EvalClassificationError = 0.39687500 * 1280; time = 0.0098s; samplesPerSecond = 131024.0
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 1.22211914 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0098s; samplesPerSecond = 130444.5
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 1.30107422 * 1280; EvalClassificationError = 0.41406250 * 1280; time = 0.0099s; samplesPerSecond = 129795.1
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 1.27490234 * 1280; EvalClassificationError = 0.40625000 * 1280; time = 0.0108s; samplesPerSecond = 118501.0
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 1.29868164 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0099s; samplesPerSecond = 128917.9
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 1.32216797 * 1280; EvalClassificationError = 0.40859375 * 1280; time = 0.0098s; samplesPerSecond = 130859.3
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 1.26503906 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0100s; samplesPerSecond = 128257.8
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 1.24462891 * 1280; EvalClassificationError = 0.39687500 * 1280; time = 0.0100s; samplesPerSecond = 127441.8
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 1.27495117 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0098s; samplesPerSecond = 130228.2
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 1.27944336 * 1280; EvalClassificationError = 0.39765625 * 1280; time = 0.0101s; samplesPerSecond = 126727.7
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 1.34189453 * 1280; EvalClassificationError = 0.42812500 * 1280; time = 0.0098s; samplesPerSecond = 130007.3
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 1.34677734 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0098s; samplesPerSecond = 130622.9
01/16/2018 22:32:21:  Epoch[ 5 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 1.32319336 * 1280; EvalClassificationError = 0.41562500 * 1280; time = 0.0100s; samplesPerSecond = 127902.8
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 1.22241211 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0100s; samplesPerSecond = 128630.3
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 1.34262695 * 1280; EvalClassificationError = 0.42812500 * 1280; time = 0.0099s; samplesPerSecond = 129590.1
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 1.31718750 * 1280; EvalClassificationError = 0.42812500 * 1280; time = 0.0099s; samplesPerSecond = 129153.3
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 1.25795898 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0098s; samplesPerSecond = 130285.2
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 1.28720703 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0098s; samplesPerSecond = 130922.2
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 1.36069336 * 1280; EvalClassificationError = 0.43750000 * 1280; time = 0.0104s; samplesPerSecond = 122876.1
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 1.25600586 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0098s; samplesPerSecond = 130664.2
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 1.35478516 * 1280; EvalClassificationError = 0.41171875 * 1280; time = 0.0098s; samplesPerSecond = 130386.1
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 1.32792969 * 1280; EvalClassificationError = 0.41640625 * 1280; time = 0.0101s; samplesPerSecond = 126392.3
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 1.36313477 * 1280; EvalClassificationError = 0.42656250 * 1280; time = 0.0098s; samplesPerSecond = 130169.9
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 1.37265625 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0108s; samplesPerSecond = 118580.0
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 1.31162109 * 1280; EvalClassificationError = 0.41875000 * 1280; time = 0.0098s; samplesPerSecond = 130670.9
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 1.30083008 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0098s; samplesPerSecond = 131084.4
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 1.32822266 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0099s; samplesPerSecond = 129336.0
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 1.28242188 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0101s; samplesPerSecond = 127183.5
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 1.27744141 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0098s; samplesPerSecond = 131221.5
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 1.32963867 * 1280; EvalClassificationError = 0.42187500 * 1280; time = 0.0099s; samplesPerSecond = 129864.9
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 1.33745117 * 1280; EvalClassificationError = 0.41875000 * 1280; time = 0.0098s; samplesPerSecond = 130735.0
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 1.27890625 * 1280; EvalClassificationError = 0.40234375 * 1280; time = 0.0107s; samplesPerSecond = 119602.7
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 1.28901367 * 1280; EvalClassificationError = 0.41953125 * 1280; time = 0.0100s; samplesPerSecond = 127647.7
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 1.35942383 * 1280; EvalClassificationError = 0.42187500 * 1280; time = 0.0098s; samplesPerSecond = 130875.3
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 1.22807617 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0099s; samplesPerSecond = 129709.6
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 1.24418945 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0098s; samplesPerSecond = 130533.7
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 1.22666016 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0098s; samplesPerSecond = 130338.3
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 1.32519531 * 1280; EvalClassificationError = 0.41171875 * 1280; time = 0.0101s; samplesPerSecond = 127098.9
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 1.31655273 * 1280; EvalClassificationError = 0.41640625 * 1280; time = 0.0098s; samplesPerSecond = 130804.4
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 1.25839844 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0098s; samplesPerSecond = 130857.9
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 1.21811523 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0099s; samplesPerSecond = 129616.3
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 1.29624023 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0101s; samplesPerSecond = 127203.7
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 1.18012695 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0098s; samplesPerSecond = 130749.7
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 1.25996094 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0113s; samplesPerSecond = 113018.3
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 1.29555664 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0098s; samplesPerSecond = 130539.0
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 1.29545898 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0098s; samplesPerSecond = 130620.2
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 1.22426758 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0101s; samplesPerSecond = 127277.1
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 1.23901367 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0098s; samplesPerSecond = 130295.8
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 1.18417969 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0098s; samplesPerSecond = 130541.6
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 1.23271484 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0098s; samplesPerSecond = 130481.8
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 1.23330078 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0098s; samplesPerSecond = 130927.5
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 1.19433594 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0098s; samplesPerSecond = 130636.2
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 1.37241211 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0102s; samplesPerSecond = 125796.1
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 1.27958984 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0098s; samplesPerSecond = 130706.9
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 1.29365234 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0099s; samplesPerSecond = 129813.5
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 1.29584961 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0099s; samplesPerSecond = 129510.1
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 1.23334961 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0098s; samplesPerSecond = 130884.7
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 1.22592773 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0101s; samplesPerSecond = 126268.9
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 1.32290039 * 1280; EvalClassificationError = 0.43515625 * 1280; time = 0.0098s; samplesPerSecond = 130819.2
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 1.32114258 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0098s; samplesPerSecond = 130735.0
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 1.29907227 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0098s; samplesPerSecond = 130684.3
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 1.23652344 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0098s; samplesPerSecond = 130764.4
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 1.34506836 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0102s; samplesPerSecond = 125995.4
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 1.33740234 * 1280; EvalClassificationError = 0.43906250 * 1280; time = 0.0111s; samplesPerSecond = 115141.0
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 1.34414063 * 1280; EvalClassificationError = 0.41640625 * 1280; time = 0.0098s; samplesPerSecond = 130841.9
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 1.30756836 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0100s; samplesPerSecond = 127859.4
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 1.32792969 * 1280; EvalClassificationError = 0.42734375 * 1280; time = 0.0100s; samplesPerSecond = 127902.8
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 1.25214844 * 1280; EvalClassificationError = 0.40625000 * 1280; time = 0.0098s; samplesPerSecond = 130990.5
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 1.25742187 * 1280; EvalClassificationError = 0.41093750 * 1280; time = 0.0098s; samplesPerSecond = 130995.9
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 1.26000977 * 1280; EvalClassificationError = 0.41953125 * 1280; time = 0.0099s; samplesPerSecond = 129537.6
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 1.32065430 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0098s; samplesPerSecond = 130609.6
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 1.29541016 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0102s; samplesPerSecond = 125399.2
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 1.27377930 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0098s; samplesPerSecond = 130339.6
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 1.22797852 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0098s; samplesPerSecond = 130605.6
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 1.25839844 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0098s; samplesPerSecond = 130690.9
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 1.34238281 * 1280; EvalClassificationError = 0.43359375 * 1280; time = 0.0099s; samplesPerSecond = 129930.8
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 1.32792969 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0099s; samplesPerSecond = 129826.7
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 1.24658203 * 1280; EvalClassificationError = 0.41406250 * 1280; time = 0.0101s; samplesPerSecond = 127250.5
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 1.28828125 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0098s; samplesPerSecond = 130626.9
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 1.30458984 * 1280; EvalClassificationError = 0.41250000 * 1280; time = 0.0100s; samplesPerSecond = 127960.3
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 1.28427734 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0100s; samplesPerSecond = 127847.9
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 1.33085937 * 1280; EvalClassificationError = 0.42656250 * 1280; time = 0.0098s; samplesPerSecond = 130402.0
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 1.35097656 * 1280; EvalClassificationError = 0.42656250 * 1280; time = 0.0100s; samplesPerSecond = 127786.6
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 1.22646484 * 1280; EvalClassificationError = 0.40625000 * 1280; time = 0.0111s; samplesPerSecond = 115571.4
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 1.24755859 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0098s; samplesPerSecond = 130608.2
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 1.31748047 * 1280; EvalClassificationError = 0.42578125 * 1280; time = 0.0098s; samplesPerSecond = 130209.7
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 1.30400391 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0101s; samplesPerSecond = 126627.4
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 1.25839844 * 1280; EvalClassificationError = 0.39687500 * 1280; time = 0.0099s; samplesPerSecond = 129570.4
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 1.30869141 * 1280; EvalClassificationError = 0.41796875 * 1280; time = 0.0098s; samplesPerSecond = 130323.7
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 1.25839844 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0098s; samplesPerSecond = 130107.7
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 1.32851563 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0099s; samplesPerSecond = 129185.9
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 1.21708984 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0116s; samplesPerSecond = 110429.6
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 1.25009766 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0098s; samplesPerSecond = 130421.9
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 1.38310547 * 1280; EvalClassificationError = 0.44218750 * 1280; time = 0.0099s; samplesPerSecond = 129799.0
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 1.29970703 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0099s; samplesPerSecond = 129417.1
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 1.31826172 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0098s; samplesPerSecond = 130931.6
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 1.25761719 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0101s; samplesPerSecond = 126149.4
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 1.34248047 * 1280; EvalClassificationError = 0.42578125 * 1280; time = 0.0099s; samplesPerSecond = 128854.3
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 1.28808594 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0098s; samplesPerSecond = 130533.7
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 1.27412109 * 1280; EvalClassificationError = 0.41250000 * 1280; time = 0.0098s; samplesPerSecond = 130017.9
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 1.35341797 * 1280; EvalClassificationError = 0.41093750 * 1280; time = 0.0098s; samplesPerSecond = 130173.9
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 1.29423828 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0099s; samplesPerSecond = 128724.7
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 1.31318359 * 1280; EvalClassificationError = 0.43046875 * 1280; time = 0.0106s; samplesPerSecond = 120782.1
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 1.22578125 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0114s; samplesPerSecond = 112373.4
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 1.25898438 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0098s; samplesPerSecond = 130629.6
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 1.27578125 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0098s; samplesPerSecond = 130406.0
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 1.31621094 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0098s; samplesPerSecond = 130756.3
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 1.20244141 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0099s; samplesPerSecond = 128932.2
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 1.28789062 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0100s; samplesPerSecond = 127538.3
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 1.25732422 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0098s; samplesPerSecond = 130660.2
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 1.31044922 * 1280; EvalClassificationError = 0.42421875 * 1280; time = 0.0099s; samplesPerSecond = 129535.0
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 1.26572266 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0102s; samplesPerSecond = 125178.5
01/16/2018 22:32:22:  Epoch[ 5 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 1.30976563 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0098s; samplesPerSecond = 130493.7
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 1.33105469 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0099s; samplesPerSecond = 128964.7
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 1.30429687 * 1280; EvalClassificationError = 0.41562500 * 1280; time = 0.0099s; samplesPerSecond = 129820.1
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 1.21113281 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0098s; samplesPerSecond = 130533.7
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 1.29003906 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0103s; samplesPerSecond = 123925.3
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 1.26660156 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0098s; samplesPerSecond = 130107.7
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 1.23320312 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0098s; samplesPerSecond = 130589.6
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 1.29824219 * 1280; EvalClassificationError = 0.41953125 * 1280; time = 0.0098s; samplesPerSecond = 130594.9
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 1.31113281 * 1280; EvalClassificationError = 0.41796875 * 1280; time = 0.0098s; samplesPerSecond = 130859.3
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 1.26796875 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0103s; samplesPerSecond = 123922.9
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 1.24628906 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0114s; samplesPerSecond = 112700.9
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 1.28505859 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0109s; samplesPerSecond = 117854.0
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 1.29365234 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0098s; samplesPerSecond = 130756.3
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 1.34326172 * 1280; EvalClassificationError = 0.41640625 * 1280; time = 0.0098s; samplesPerSecond = 130477.8
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 1.26416016 * 1280; EvalClassificationError = 0.41250000 * 1280; time = 0.0101s; samplesPerSecond = 127079.9
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 1.28300781 * 1280; EvalClassificationError = 0.41953125 * 1280; time = 0.0098s; samplesPerSecond = 130370.1
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 1.22753906 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0102s; samplesPerSecond = 125344.0
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 1.26953125 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0098s; samplesPerSecond = 130408.6
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 1.28740234 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0099s; samplesPerSecond = 129423.7
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 1.30634766 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0111s; samplesPerSecond = 114943.6
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 1.25078125 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0098s; samplesPerSecond = 130658.9
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 1.26894531 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0098s; samplesPerSecond = 130924.9
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 1.26484375 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0098s; samplesPerSecond = 130171.3
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 1.26464844 * 1280; EvalClassificationError = 0.40703125 * 1280; time = 0.0098s; samplesPerSecond = 130246.8
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 1.34697266 * 1280; EvalClassificationError = 0.42343750 * 1280; time = 0.0102s; samplesPerSecond = 125344.0
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 1.27255859 * 1280; EvalClassificationError = 0.40625000 * 1280; time = 0.0099s; samplesPerSecond = 129929.5
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 1.30888672 * 1280; EvalClassificationError = 0.40390625 * 1280; time = 0.0099s; samplesPerSecond = 129645.2
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 1.32177734 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0100s; samplesPerSecond = 127596.8
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 1.26113281 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0101s; samplesPerSecond = 127078.7
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 1.28808594 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 1.35507812 * 1280; EvalClassificationError = 0.42578125 * 1280; time = 0.0108s; samplesPerSecond = 118353.0
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 1.30234375 * 1280; EvalClassificationError = 0.41640625 * 1280; time = 0.0098s; samplesPerSecond = 130485.8
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 1.29091797 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0098s; samplesPerSecond = 130828.5
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 1.21572266 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0101s; samplesPerSecond = 126270.1
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 1.29482422 * 1280; EvalClassificationError = 0.41250000 * 1280; time = 0.0098s; samplesPerSecond = 130471.1
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 1.28466797 * 1280; EvalClassificationError = 0.42812500 * 1280; time = 0.0099s; samplesPerSecond = 129762.2
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 1.31464844 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0099s; samplesPerSecond = 129573.0
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 1.27880859 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0098s; samplesPerSecond = 130979.8
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 1.28320312 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0101s; samplesPerSecond = 127235.3
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 1.19882812 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0101s; samplesPerSecond = 126683.8
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 1.28300781 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0098s; samplesPerSecond = 130852.6
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 1.34628906 * 1280; EvalClassificationError = 0.42578125 * 1280; time = 0.0100s; samplesPerSecond = 128585.1
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 1.23623047 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0099s; samplesPerSecond = 129552.0
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 1.31630859 * 1280; EvalClassificationError = 0.42421875 * 1280; time = 0.0098s; samplesPerSecond = 130961.0
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 1.28779297 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0100s; samplesPerSecond = 127879.8
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 1.23906250 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0098s; samplesPerSecond = 131057.6
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 1.26152344 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0100s; samplesPerSecond = 127688.4
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 1.25761719 * 1280; EvalClassificationError = 0.39687500 * 1280; time = 0.0100s; samplesPerSecond = 128306.7
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 1.23115234 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0099s; samplesPerSecond = 129742.4
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 1.30146484 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0101s; samplesPerSecond = 127143.1
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 1.37500000 * 1280; EvalClassificationError = 0.43828125 * 1280; time = 0.0113s; samplesPerSecond = 113069.2
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 1.28818359 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0098s; samplesPerSecond = 130919.5
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 1.25390625 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0099s; samplesPerSecond = 128920.5
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 1.25107422 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0102s; samplesPerSecond = 125355.0
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 1.21982422 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0098s; samplesPerSecond = 130811.1
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 1.28046875 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0098s; samplesPerSecond = 130669.6
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 1.31826172 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0099s; samplesPerSecond = 129590.1
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 1.25605469 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0098s; samplesPerSecond = 130512.4
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 1.28242188 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0101s; samplesPerSecond = 126775.4
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 1.30683594 * 1280; EvalClassificationError = 0.41171875 * 1280; time = 0.0098s; samplesPerSecond = 130105.1
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 1.33515625 * 1280; EvalClassificationError = 0.43437500 * 1280; time = 0.0098s; samplesPerSecond = 130630.9
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 1.30449219 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0100s; samplesPerSecond = 127460.8
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 1.24697266 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0098s; samplesPerSecond = 130706.9
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 1.24921875 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0098s; samplesPerSecond = 130525.7
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 1.31289063 * 1280; EvalClassificationError = 0.42421875 * 1280; time = 0.0101s; samplesPerSecond = 126396.0
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 1.35986328 * 1280; EvalClassificationError = 0.43203125 * 1280; time = 0.0098s; samplesPerSecond = 130781.7
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 1.26738281 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0101s; samplesPerSecond = 127194.9
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 1.30175781 * 1280; EvalClassificationError = 0.41640625 * 1280; time = 0.0098s; samplesPerSecond = 130465.8
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 1.23330078 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0098s; samplesPerSecond = 130167.3
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 1.20439453 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0100s; samplesPerSecond = 127579.0
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 1.27744141 * 1280; EvalClassificationError = 0.40859375 * 1280; time = 0.0111s; samplesPerSecond = 115508.9
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 1.26650391 * 1280; EvalClassificationError = 0.40234375 * 1280; time = 0.0098s; samplesPerSecond = 130763.0
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 1.20205078 * 1280; EvalClassificationError = 0.39687500 * 1280; time = 0.0098s; samplesPerSecond = 130209.7
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 1.30820312 * 1280; EvalClassificationError = 0.42812500 * 1280; time = 0.0099s; samplesPerSecond = 129034.9
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 1.29462891 * 1280; EvalClassificationError = 0.41406250 * 1280; time = 0.0098s; samplesPerSecond = 130193.8
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 1.35195313 * 1280; EvalClassificationError = 0.41093750 * 1280; time = 0.0100s; samplesPerSecond = 127486.2
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 1.25625000 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0099s; samplesPerSecond = 129418.4
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 1.24794922 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0099s; samplesPerSecond = 128840.0
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 1.22167969 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0118s; samplesPerSecond = 108023.3
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 1.31259766 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0098s; samplesPerSecond = 130605.6
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 1.28222656 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0100s; samplesPerSecond = 127883.6
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 1.23212891 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0099s; samplesPerSecond = 129879.4
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 1.25039063 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0098s; samplesPerSecond = 130978.4
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 1.26152344 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0101s; samplesPerSecond = 126183.0
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 1.30117188 * 1280; EvalClassificationError = 0.41250000 * 1280; time = 0.0099s; samplesPerSecond = 129294.2
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 1.25527344 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0098s; samplesPerSecond = 130364.8
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 1.28710938 * 1280; EvalClassificationError = 0.39765625 * 1280; time = 0.0099s; samplesPerSecond = 129909.7
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 1.24042969 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0098s; samplesPerSecond = 130569.6
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 1.31513672 * 1280; EvalClassificationError = 0.42265625 * 1280; time = 0.0099s; samplesPerSecond = 129184.6
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 1.22607422 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0101s; samplesPerSecond = 126799.2
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 1.26093750 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0113s; samplesPerSecond = 113006.3
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 1.21865234 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0098s; samplesPerSecond = 130796.4
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 1.30634766 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0099s; samplesPerSecond = 129303.4
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 1.23730469 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0099s; samplesPerSecond = 129759.5
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 1.28320312 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0098s; samplesPerSecond = 129967.7
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 1.27529297 * 1280; EvalClassificationError = 0.39687500 * 1280; time = 0.0100s; samplesPerSecond = 128454.7
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 1.29814453 * 1280; EvalClassificationError = 0.41328125 * 1280; time = 0.0098s; samplesPerSecond = 130516.4
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 1.25351562 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0099s; samplesPerSecond = 129514.0
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 1.31894531 * 1280; EvalClassificationError = 0.41328125 * 1280; time = 0.0100s; samplesPerSecond = 127581.5
01/16/2018 22:32:23:  Epoch[ 5 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 1.28457031 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0098s; samplesPerSecond = 130744.3
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 1.26777344 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0100s; samplesPerSecond = 127601.9
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 1.26396484 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0100s; samplesPerSecond = 127405.0
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 1.28027344 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0098s; samplesPerSecond = 130613.6
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 1.26708984 * 1280; EvalClassificationError = 0.39687500 * 1280; time = 0.0101s; samplesPerSecond = 126813.0
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 1.29384766 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0100s; samplesPerSecond = 127562.5
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 1.32871094 * 1280; EvalClassificationError = 0.41328125 * 1280; time = 0.0098s; samplesPerSecond = 130618.9
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 1.28925781 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0099s; samplesPerSecond = 129500.9
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 1.26025391 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0098s; samplesPerSecond = 130445.9
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 1.29726563 * 1280; EvalClassificationError = 0.40859375 * 1280; time = 0.0101s; samplesPerSecond = 126382.3
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 1.26445312 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0099s; samplesPerSecond = 129941.3
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 1.30185547 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0106s; samplesPerSecond = 120234.1
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 1.27910156 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0099s; samplesPerSecond = 129575.6
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 1.26494141 * 1280; EvalClassificationError = 0.40703125 * 1280; time = 0.0098s; samplesPerSecond = 130954.3
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 1.28437500 * 1280; EvalClassificationError = 0.41562500 * 1280; time = 0.0098s; samplesPerSecond = 130690.9
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 1.19091797 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0102s; samplesPerSecond = 125612.1
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 1.22832031 * 1280; EvalClassificationError = 0.41093750 * 1280; time = 0.0098s; samplesPerSecond = 129983.5
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 1.26376953 * 1280; EvalClassificationError = 0.41406250 * 1280; time = 0.0098s; samplesPerSecond = 131111.3
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 1.25810547 * 1280; EvalClassificationError = 0.40234375 * 1280; time = 0.0099s; samplesPerSecond = 129597.9
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 1.28271484 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0108s; samplesPerSecond = 118874.0
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 1.32724609 * 1280; EvalClassificationError = 0.43281250 * 1280; time = 0.0098s; samplesPerSecond = 130866.0
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 1.27412109 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0100s; samplesPerSecond = 127817.2
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 1.28544922 * 1280; EvalClassificationError = 0.40703125 * 1280; time = 0.0099s; samplesPerSecond = 129921.5
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 1.20996094 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0098s; samplesPerSecond = 130415.3
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 1.34062500 * 1280; EvalClassificationError = 0.40625000 * 1280; time = 0.0100s; samplesPerSecond = 128206.4
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 1.28261719 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0098s; samplesPerSecond = 130527.0
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 1.25166016 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0099s; samplesPerSecond = 129828.0
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 1.23388672 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0099s; samplesPerSecond = 129171.6
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 1.25419922 * 1280; EvalClassificationError = 0.41250000 * 1280; time = 0.0098s; samplesPerSecond = 130971.7
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 1.28291016 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0100s; samplesPerSecond = 127945.0
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 1.26523437 * 1280; EvalClassificationError = 0.41093750 * 1280; time = 0.0100s; samplesPerSecond = 128612.2
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 1.25820313 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0108s; samplesPerSecond = 118162.9
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 1.29746094 * 1280; EvalClassificationError = 0.41093750 * 1280; time = 0.0098s; samplesPerSecond = 130487.1
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 1.24277344 * 1280; EvalClassificationError = 0.41328125 * 1280; time = 0.0099s; samplesPerSecond = 129388.3
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 1.29658203 * 1280; EvalClassificationError = 0.41640625 * 1280; time = 0.0098s; samplesPerSecond = 130740.3
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 1.29248047 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0099s; samplesPerSecond = 128696.2
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 1.29345703 * 1280; EvalClassificationError = 0.42578125 * 1280; time = 0.0098s; samplesPerSecond = 130800.4
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 1.29824219 * 1280; EvalClassificationError = 0.40234375 * 1280; time = 0.0099s; samplesPerSecond = 129917.6
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 1.32041016 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0098s; samplesPerSecond = 130680.3
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 1.26308594 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0099s; samplesPerSecond = 129722.7
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 1.25898438 * 1280; EvalClassificationError = 0.39765625 * 1280; time = 0.0099s; samplesPerSecond = 129387.0
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 1.32060547 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0098s; samplesPerSecond = 130396.7
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 1.25937500 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0098s; samplesPerSecond = 130564.3
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 1.35019531 * 1280; EvalClassificationError = 0.42578125 * 1280; time = 0.0099s; samplesPerSecond = 129055.7
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 1.24755859 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0100s; samplesPerSecond = 128351.7
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 1.29531250 * 1280; EvalClassificationError = 0.41406250 * 1280; time = 0.0098s; samplesPerSecond = 130399.3
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 1.28867187 * 1280; EvalClassificationError = 0.42343750 * 1280; time = 0.0100s; samplesPerSecond = 128414.8
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 1.37958984 * 1280; EvalClassificationError = 0.43359375 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 1.24960937 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0100s; samplesPerSecond = 127808.3
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 1.25595703 * 1280; EvalClassificationError = 0.40234375 * 1280; time = 0.0098s; samplesPerSecond = 130396.7
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 1.33212891 * 1280; EvalClassificationError = 0.41250000 * 1280; time = 0.0098s; samplesPerSecond = 130697.6
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 1.33359375 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0112s; samplesPerSecond = 114752.9
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 1.36962891 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0100s; samplesPerSecond = 128419.9
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 1.30771484 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0098s; samplesPerSecond = 130577.6
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 1.26103516 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0101s; samplesPerSecond = 127062.3
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 1.24550781 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0167s; samplesPerSecond = 76849.6
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 1.21640625 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0105s; samplesPerSecond = 121465.2
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 1.26972656 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0098s; samplesPerSecond = 131016.0
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 1.26669922 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0100s; samplesPerSecond = 128643.2
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 1.30029297 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0098s; samplesPerSecond = 130847.2
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 1.24257813 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0098s; samplesPerSecond = 130923.5
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 1.37519531 * 1280; EvalClassificationError = 0.43984375 * 1280; time = 0.0098s; samplesPerSecond = 130987.8
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 1.36318359 * 1280; EvalClassificationError = 0.42343750 * 1280; time = 0.0098s; samplesPerSecond = 131046.8
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 1.26123047 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0097s; samplesPerSecond = 131304.9
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 1.24179687 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0100s; samplesPerSecond = 127886.2
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 1.24804688 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 1.25488281 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0102s; samplesPerSecond = 125814.6
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 1.32138672 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0099s; samplesPerSecond = 129600.6
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 1.19082031 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0098s; samplesPerSecond = 130689.6
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 1.28779297 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0101s; samplesPerSecond = 127111.5
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 1.26357422 * 1280; EvalClassificationError = 0.40859375 * 1280; time = 0.0098s; samplesPerSecond = 131214.8
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 1.34414063 * 1280; EvalClassificationError = 0.41406250 * 1280; time = 0.0098s; samplesPerSecond = 130311.7
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 1.33173828 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0099s; samplesPerSecond = 129862.2
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 1.25527344 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0099s; samplesPerSecond = 129381.8
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 1.22753906 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0098s; samplesPerSecond = 131105.9
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 1.23417969 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0098s; samplesPerSecond = 130874.0
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 1.33496094 * 1280; EvalClassificationError = 0.42734375 * 1280; time = 0.0098s; samplesPerSecond = 130593.6
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 1.30361328 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0098s; samplesPerSecond = 131030.7
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 1.35009766 * 1280; EvalClassificationError = 0.41953125 * 1280; time = 0.0101s; samplesPerSecond = 126718.9
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 1.22773438 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0098s; samplesPerSecond = 130975.8
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 1.25332031 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0098s; samplesPerSecond = 130737.6
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 1.21367187 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0098s; samplesPerSecond = 130985.2
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 1.29462891 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0097s; samplesPerSecond = 131480.3
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 1.24443359 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0101s; samplesPerSecond = 126831.9
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 1.28339844 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0098s; samplesPerSecond = 131204.0
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 1.23525391 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0098s; samplesPerSecond = 131268.6
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 1.23203125 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0098s; samplesPerSecond = 131038.8
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 1.24218750 * 1280; EvalClassificationError = 0.39687500 * 1280; time = 0.0098s; samplesPerSecond = 131134.1
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 1.26767578 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0098s; samplesPerSecond = 131101.9
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 1.23085938 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0099s; samplesPerSecond = 129870.1
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 1.35332031 * 1280; EvalClassificationError = 0.41171875 * 1280; time = 0.0098s; samplesPerSecond = 131163.7
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 1.31162109 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0125s; samplesPerSecond = 102562.5
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 1.27304687 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0098s; samplesPerSecond = 130505.7
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 1.27314453 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0101s; samplesPerSecond = 126961.5
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 1.29267578 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0140s; samplesPerSecond = 91322.9
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 1.29345703 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0103s; samplesPerSecond = 124487.0
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 1.29384766 * 1280; EvalClassificationError = 0.41953125 * 1280; time = 0.0099s; samplesPerSecond = 129942.6
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 1.28535156 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0098s; samplesPerSecond = 130609.6
01/16/2018 22:32:24:  Epoch[ 5 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 1.22197266 * 1280; EvalClassificationError = 0.39687500 * 1280; time = 0.0100s; samplesPerSecond = 128268.1
01/16/2018 22:32:25:  Epoch[ 5 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 1.32617188 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0099s; samplesPerSecond = 129745.1
01/16/2018 22:32:25:  Epoch[ 5 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 1.23339844 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0098s; samplesPerSecond = 130779.1
01/16/2018 22:32:25:  Epoch[ 5 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 1.24013672 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0105s; samplesPerSecond = 121621.0
01/16/2018 22:32:25:  Epoch[ 5 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 1.33476562 * 1280; EvalClassificationError = 0.42187500 * 1280; time = 0.0099s; samplesPerSecond = 129223.7
01/16/2018 22:32:25:  Epoch[ 5 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 1.33417969 * 1280; EvalClassificationError = 0.42187500 * 1280; time = 0.0098s; samplesPerSecond = 131024.0
01/16/2018 22:32:25:  Epoch[ 5 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 1.19902344 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0098s; samplesPerSecond = 131204.0
01/16/2018 22:32:25:  Epoch[ 5 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 1.27392578 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0098s; samplesPerSecond = 131087.1
01/16/2018 22:32:25:  Epoch[ 5 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 1.30009766 * 1280; EvalClassificationError = 0.40703125 * 1280; time = 0.0098s; samplesPerSecond = 130690.9
01/16/2018 22:32:25:  Epoch[ 5 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 1.26269531 * 1280; EvalClassificationError = 0.40390625 * 1280; time = 0.0100s; samplesPerSecond = 127724.1
01/16/2018 22:32:25:  Epoch[ 5 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 1.29160156 * 1280; EvalClassificationError = 0.41640625 * 1280; time = 0.0098s; samplesPerSecond = 131028.1
01/16/2018 22:32:25:  Epoch[ 5 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 1.32617188 * 1280; EvalClassificationError = 0.41640625 * 1280; time = 0.0098s; samplesPerSecond = 131261.9
01/16/2018 22:32:25:  Epoch[ 5 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 1.18642578 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0100s; samplesPerSecond = 128284.8
01/16/2018 22:32:25: Finished Epoch[ 5 of 25]: [Training] CrossEntropyWithSoftmax = 1.29261126 * 1124823; EvalClassificationError = 0.40792374 * 1124823; totalSamplesSeen = 5624115; learningRatePerSample = 0.0078125; epochTime=8.98432s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:32:25: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.37150101 * 122487; perplexity = 3.94126215; EvalClassificationError = 0.42780867 * 122487
01/16/2018 22:32:25: Finished Epoch[ 5 of 25]: [Validate] CrossEntropyWithSoftmax = 1.37150101 * 122487; EvalClassificationError = 0.42780867 * 122487
01/16/2018 22:32:25: SGD: Saving checkpoint model '/tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.5'

01/16/2018 22:32:25: Starting Epoch 6: learning rate per sample = 0.007812  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 5: frames [5624115..6748938] (first utterance at frame 5624115), data subset 0 of 1, with 1 datapasses

01/16/2018 22:32:25: Starting minibatch loop.
01/16/2018 22:32:25:  Epoch[ 6 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 1.25955458 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0100s; samplesPerSecond = 127959.1
01/16/2018 22:32:25:  Epoch[ 6 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 1.21406984 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0098s; samplesPerSecond = 130745.7
01/16/2018 22:32:25:  Epoch[ 6 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 1.29382095 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0098s; samplesPerSecond = 130476.4
01/16/2018 22:32:25:  Epoch[ 6 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 1.19553413 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0099s; samplesPerSecond = 129679.3
01/16/2018 22:32:25:  Epoch[ 6 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 1.32777710 * 1280; EvalClassificationError = 0.42656250 * 1280; time = 0.0098s; samplesPerSecond = 131032.1
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 1.24298897 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0098s; samplesPerSecond = 130924.9
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 1.23790436 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0099s; samplesPerSecond = 128907.5
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 1.21131973 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0098s; samplesPerSecond = 130983.8
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 1.27222366 * 1280; EvalClassificationError = 0.40390625 * 1280; time = 0.0098s; samplesPerSecond = 130975.8
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 1.26443024 * 1280; EvalClassificationError = 0.39765625 * 1280; time = 0.0098s; samplesPerSecond = 131225.5
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 1.24600754 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0098s; samplesPerSecond = 131134.1
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 1.26151886 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0098s; samplesPerSecond = 131233.6
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 1.21395874 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0098s; samplesPerSecond = 131079.0
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 1.26160278 * 1280; EvalClassificationError = 0.41796875 * 1280; time = 0.0100s; samplesPerSecond = 128626.4
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 1.29120483 * 1280; EvalClassificationError = 0.40625000 * 1280; time = 0.0099s; samplesPerSecond = 129296.8
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 1.22082367 * 1280; EvalClassificationError = 0.40625000 * 1280; time = 0.0098s; samplesPerSecond = 130789.7
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 1.33384399 * 1280; EvalClassificationError = 0.42343750 * 1280; time = 0.0099s; samplesPerSecond = 129855.6
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 1.22167816 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0098s; samplesPerSecond = 130283.9
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 1.21502380 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0100s; samplesPerSecond = 127988.5
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 1.24462891 * 1280; EvalClassificationError = 0.39765625 * 1280; time = 0.0100s; samplesPerSecond = 127521.8
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 1.29167328 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0098s; samplesPerSecond = 131146.2
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 1.28068237 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0098s; samplesPerSecond = 131038.8
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 1.28763123 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0101s; samplesPerSecond = 126153.1
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 1.23518982 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0098s; samplesPerSecond = 130559.0
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 1.25365601 * 1280; EvalClassificationError = 0.41093750 * 1280; time = 0.0099s; samplesPerSecond = 129239.4
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 1.25299988 * 1280; EvalClassificationError = 0.39687500 * 1280; time = 0.0098s; samplesPerSecond = 130999.9
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 1.30514221 * 1280; EvalClassificationError = 0.39687500 * 1280; time = 0.0098s; samplesPerSecond = 131158.3
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 1.27128906 * 1280; EvalClassificationError = 0.40390625 * 1280; time = 0.0098s; samplesPerSecond = 130975.8
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 1.19797058 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0098s; samplesPerSecond = 131104.6
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 1.19183044 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0099s; samplesPerSecond = 129079.1
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 1.20656128 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0098s; samplesPerSecond = 131001.2
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 1.20725403 * 1280; EvalClassificationError = 0.39687500 * 1280; time = 0.0098s; samplesPerSecond = 130268.0
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 1.21152954 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0097s; samplesPerSecond = 131396.6
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 1.23186340 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0100s; samplesPerSecond = 127856.8
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 1.19096680 * 1280; EvalClassificationError = 0.38593750 * 1280; time = 0.0098s; samplesPerSecond = 131195.9
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 1.21617737 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0097s; samplesPerSecond = 131516.8
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 1.23979187 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0098s; samplesPerSecond = 130849.9
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 1.23439026 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0099s; samplesPerSecond = 129521.9
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 1.26554871 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0099s; samplesPerSecond = 129734.6
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 1.16243896 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0098s; samplesPerSecond = 130924.9
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 1.27129517 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0098s; samplesPerSecond = 130755.0
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 1.27277832 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0098s; samplesPerSecond = 131079.0
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 1.20444946 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0098s; samplesPerSecond = 130270.6
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 1.20726318 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0098s; samplesPerSecond = 131257.8
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 1.19077148 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0098s; samplesPerSecond = 130947.6
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 1.24505005 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0098s; samplesPerSecond = 130970.4
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 1.24752808 * 1280; EvalClassificationError = 0.38593750 * 1280; time = 0.0098s; samplesPerSecond = 130488.4
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 1.15858765 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0098s; samplesPerSecond = 131183.8
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 1.28261719 * 1280; EvalClassificationError = 0.41406250 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 1.18403320 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0098s; samplesPerSecond = 130723.0
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 1.28977051 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0098s; samplesPerSecond = 131073.7
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 1.18791504 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0098s; samplesPerSecond = 131001.2
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 1.21204834 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0098s; samplesPerSecond = 131097.8
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 1.27272949 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0098s; samplesPerSecond = 130789.7
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 1.25208740 * 1280; EvalClassificationError = 0.40234375 * 1280; time = 0.0100s; samplesPerSecond = 128480.5
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 1.17572632 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0098s; samplesPerSecond = 130824.5
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 1.27457275 * 1280; EvalClassificationError = 0.41093750 * 1280; time = 0.0098s; samplesPerSecond = 130362.2
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 1.22756958 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0099s; samplesPerSecond = 128777.8
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 1.29545898 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0097s; samplesPerSecond = 131340.0
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 1.29548340 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 1.21870728 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0109s; samplesPerSecond = 117028.6
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 1.24429321 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0100s; samplesPerSecond = 127850.4
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 1.21512451 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0098s; samplesPerSecond = 130884.7
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 1.28365479 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0098s; samplesPerSecond = 131147.5
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 1.23220215 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0098s; samplesPerSecond = 131115.3
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 1.28327637 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0098s; samplesPerSecond = 130796.4
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 1.22192993 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0098s; samplesPerSecond = 130132.9
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 1.31666260 * 1280; EvalClassificationError = 0.41250000 * 1280; time = 0.0098s; samplesPerSecond = 130392.7
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 1.21130371 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0098s; samplesPerSecond = 130756.3
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 1.23580933 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0098s; samplesPerSecond = 131089.8
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 1.21627197 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0100s; samplesPerSecond = 128117.9
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 1.19561768 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0098s; samplesPerSecond = 129998.1
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 1.20059814 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0098s; samplesPerSecond = 130863.3
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 1.27763062 * 1280; EvalClassificationError = 0.40859375 * 1280; time = 0.0100s; samplesPerSecond = 127661.7
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 1.22544556 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0102s; samplesPerSecond = 125992.9
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 1.22447510 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 130800.4
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 1.21783447 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0098s; samplesPerSecond = 131134.1
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 1.24868164 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0098s; samplesPerSecond = 130468.5
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 1.28482056 * 1280; EvalClassificationError = 0.41328125 * 1280; time = 0.0098s; samplesPerSecond = 131046.8
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 1.23103027 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0099s; samplesPerSecond = 129739.8
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 1.20745850 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0098s; samplesPerSecond = 130605.6
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 1.26584473 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0098s; samplesPerSecond = 131105.9
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 1.26455078 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0099s; samplesPerSecond = 129733.2
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 1.22854004 * 1280; EvalClassificationError = 0.41640625 * 1280; time = 0.0098s; samplesPerSecond = 131012.0
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 1.26143799 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0098s; samplesPerSecond = 130923.5
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 1.30970459 * 1280; EvalClassificationError = 0.39765625 * 1280; time = 0.0098s; samplesPerSecond = 130994.5
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 1.22158203 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0098s; samplesPerSecond = 131261.9
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 1.26610107 * 1280; EvalClassificationError = 0.41406250 * 1280; time = 0.0098s; samplesPerSecond = 130416.6
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 1.25924072 * 1280; EvalClassificationError = 0.40234375 * 1280; time = 0.0098s; samplesPerSecond = 131028.1
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 1.21318359 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0101s; samplesPerSecond = 127165.8
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 1.22230225 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0098s; samplesPerSecond = 130678.9
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 1.25718994 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0098s; samplesPerSecond = 130487.1
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 1.23256836 * 1280; EvalClassificationError = 0.39765625 * 1280; time = 0.0098s; samplesPerSecond = 131057.6
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 1.18218994 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0097s; samplesPerSecond = 131300.9
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 1.27727051 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0098s; samplesPerSecond = 130969.1
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 1.20793457 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0098s; samplesPerSecond = 131007.9
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 1.19241943 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0098s; samplesPerSecond = 130637.6
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 1.27008057 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0098s; samplesPerSecond = 131101.9
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 1.26317139 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0098s; samplesPerSecond = 130597.6
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 1.33161621 * 1280; EvalClassificationError = 0.43125000 * 1280; time = 0.0098s; samplesPerSecond = 131032.1
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 1.28720703 * 1280; EvalClassificationError = 0.40390625 * 1280; time = 0.0098s; samplesPerSecond = 130991.9
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 1.21931152 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0098s; samplesPerSecond = 130692.3
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 1.20556641 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0098s; samplesPerSecond = 130923.5
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 1.24641113 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0098s; samplesPerSecond = 130896.7
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 1.25539551 * 1280; EvalClassificationError = 0.38593750 * 1280; time = 0.0098s; samplesPerSecond = 130751.0
01/16/2018 22:32:26:  Epoch[ 6 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 1.22629395 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0098s; samplesPerSecond = 130702.9
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 1.18787842 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0098s; samplesPerSecond = 130986.5
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 1.22431641 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0098s; samplesPerSecond = 131155.6
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 1.27213135 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0098s; samplesPerSecond = 130780.4
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 1.24923096 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0100s; samplesPerSecond = 128440.6
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 1.22189941 * 1280; EvalClassificationError = 0.40390625 * 1280; time = 0.0098s; samplesPerSecond = 131026.7
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 1.24176025 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0098s; samplesPerSecond = 131026.7
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 1.24761963 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0098s; samplesPerSecond = 131118.0
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 1.20438232 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0098s; samplesPerSecond = 130644.2
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 1.23753662 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0098s; samplesPerSecond = 130390.0
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 1.27045898 * 1280; EvalClassificationError = 0.40859375 * 1280; time = 0.0098s; samplesPerSecond = 130594.9
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 1.17121582 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0098s; samplesPerSecond = 131012.0
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 1.20596924 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0098s; samplesPerSecond = 130879.3
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 1.29731445 * 1280; EvalClassificationError = 0.41250000 * 1280; time = 0.0098s; samplesPerSecond = 130686.9
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 1.21488037 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0098s; samplesPerSecond = 130648.2
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 1.29613037 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0100s; samplesPerSecond = 128605.7
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 1.26523437 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0098s; samplesPerSecond = 130997.2
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 1.16857910 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0098s; samplesPerSecond = 131065.6
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 1.27611084 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0119s; samplesPerSecond = 107507.0
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 1.26164551 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0098s; samplesPerSecond = 130586.9
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 1.29063721 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0101s; samplesPerSecond = 126135.7
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 1.24836426 * 1280; EvalClassificationError = 0.41250000 * 1280; time = 0.0105s; samplesPerSecond = 122152.6
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 1.20854492 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0098s; samplesPerSecond = 131067.0
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 1.28122559 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0101s; samplesPerSecond = 127056.0
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 1.23273926 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0101s; samplesPerSecond = 127270.7
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 1.32260742 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0101s; samplesPerSecond = 126592.3
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 1.23045654 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0100s; samplesPerSecond = 127412.6
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 1.20554199 * 1280; EvalClassificationError = 0.38593750 * 1280; time = 0.0099s; samplesPerSecond = 129584.8
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 1.25100098 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0100s; samplesPerSecond = 127861.9
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 1.22219238 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0098s; samplesPerSecond = 130999.9
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 1.23874512 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0098s; samplesPerSecond = 131224.2
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 1.20942383 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0098s; samplesPerSecond = 131077.7
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 1.22742920 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0098s; samplesPerSecond = 131236.3
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 1.25313721 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0098s; samplesPerSecond = 130362.2
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 1.28024902 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0099s; samplesPerSecond = 128788.2
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 1.24700928 * 1280; EvalClassificationError = 0.40859375 * 1280; time = 0.0098s; samplesPerSecond = 131092.5
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 1.31569824 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0097s; samplesPerSecond = 131321.1
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 1.25561523 * 1280; EvalClassificationError = 0.41406250 * 1280; time = 0.0097s; samplesPerSecond = 131307.6
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 1.22142334 * 1280; EvalClassificationError = 0.38593750 * 1280; time = 0.0098s; samplesPerSecond = 130580.3
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 1.23814697 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0098s; samplesPerSecond = 130955.7
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 1.19324951 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0098s; samplesPerSecond = 130721.6
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 1.25124512 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0098s; samplesPerSecond = 130958.3
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 1.21347656 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0098s; samplesPerSecond = 131105.9
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 1.22963867 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0098s; samplesPerSecond = 131173.1
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 1.27322998 * 1280; EvalClassificationError = 0.42187500 * 1280; time = 0.0098s; samplesPerSecond = 130970.4
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 1.26129150 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0099s; samplesPerSecond = 129821.4
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 1.24616699 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0098s; samplesPerSecond = 130957.0
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 1.22482910 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0098s; samplesPerSecond = 131218.8
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 1.22623291 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0098s; samplesPerSecond = 130205.7
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 1.22874756 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0098s; samplesPerSecond = 130684.3
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 1.22801514 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0098s; samplesPerSecond = 130439.2
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 1.25123291 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0098s; samplesPerSecond = 130872.7
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 1.17089844 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0098s; samplesPerSecond = 131079.0
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 1.21055908 * 1280; EvalClassificationError = 0.40390625 * 1280; time = 0.0098s; samplesPerSecond = 130690.9
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 1.24638672 * 1280; EvalClassificationError = 0.40234375 * 1280; time = 0.0099s; samplesPerSecond = 129231.6
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 1.26522217 * 1280; EvalClassificationError = 0.40390625 * 1280; time = 0.0098s; samplesPerSecond = 131026.7
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 1.24326172 * 1280; EvalClassificationError = 0.39687500 * 1280; time = 0.0098s; samplesPerSecond = 130943.6
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 1.22178955 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0098s; samplesPerSecond = 130183.2
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 1.25085449 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 1.22076416 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0099s; samplesPerSecond = 129693.8
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 1.21801758 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0098s; samplesPerSecond = 131278.0
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 1.22607422 * 1280; EvalClassificationError = 0.40859375 * 1280; time = 0.0098s; samplesPerSecond = 130577.6
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 1.23830566 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0098s; samplesPerSecond = 131060.3
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 1.27873535 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0098s; samplesPerSecond = 131159.6
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 1.23149414 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 1.28281250 * 1280; EvalClassificationError = 0.40625000 * 1280; time = 0.0101s; samplesPerSecond = 126639.9
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 1.25988770 * 1280; EvalClassificationError = 0.41093750 * 1280; time = 0.0098s; samplesPerSecond = 130995.9
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 1.26657715 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0098s; samplesPerSecond = 131252.4
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 1.20856934 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0098s; samplesPerSecond = 131195.9
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 1.18913574 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0098s; samplesPerSecond = 130914.1
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 1.25444336 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0099s; samplesPerSecond = 128998.4
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 1.25061035 * 1280; EvalClassificationError = 0.40625000 * 1280; time = 0.0097s; samplesPerSecond = 131341.3
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 1.25957031 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0099s; samplesPerSecond = 129222.4
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 1.26970215 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0098s; samplesPerSecond = 130287.9
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 1.19721680 * 1280; EvalClassificationError = 0.38593750 * 1280; time = 0.0098s; samplesPerSecond = 131109.9
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 1.28183594 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0100s; samplesPerSecond = 127702.5
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 1.30595703 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0100s; samplesPerSecond = 128419.9
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 1.15988770 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0098s; samplesPerSecond = 131169.0
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 1.29858398 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0099s; samplesPerSecond = 128904.9
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 1.23598633 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0098s; samplesPerSecond = 131088.4
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 1.23845215 * 1280; EvalClassificationError = 0.41562500 * 1280; time = 0.0101s; samplesPerSecond = 127008.1
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 1.28188477 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0098s; samplesPerSecond = 131222.8
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 1.26755371 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0098s; samplesPerSecond = 130982.5
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 1.22443848 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0098s; samplesPerSecond = 131280.7
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 1.21767578 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0099s; samplesPerSecond = 128693.7
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 1.21594238 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0098s; samplesPerSecond = 130673.6
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 1.19653320 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0098s; samplesPerSecond = 131143.5
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 1.19135742 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 130923.5
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 1.20710449 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0098s; samplesPerSecond = 130896.7
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 1.23698730 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0098s; samplesPerSecond = 130573.6
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 1.22602539 * 1280; EvalClassificationError = 0.40390625 * 1280; time = 0.0097s; samplesPerSecond = 131360.2
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 1.23361816 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0098s; samplesPerSecond = 131061.6
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 1.23100586 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0098s; samplesPerSecond = 130008.6
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 1.19953613 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0098s; samplesPerSecond = 131096.5
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 1.23132324 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0097s; samplesPerSecond = 131287.4
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 1.26647949 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0098s; samplesPerSecond = 131189.2
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 1.28923340 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0097s; samplesPerSecond = 131342.7
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 1.26311035 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0098s; samplesPerSecond = 130837.9
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 1.19335938 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0098s; samplesPerSecond = 131124.7
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 1.20593262 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0099s; samplesPerSecond = 128801.1
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 1.22690430 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0101s; samplesPerSecond = 126770.3
01/16/2018 22:32:27:  Epoch[ 6 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 1.14792480 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0098s; samplesPerSecond = 131061.6
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 1.20043945 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0098s; samplesPerSecond = 130886.0
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 1.23305664 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0098s; samplesPerSecond = 129955.8
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 1.21767578 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 1.16328125 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0100s; samplesPerSecond = 128639.3
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 1.28876953 * 1280; EvalClassificationError = 0.41953125 * 1280; time = 0.0100s; samplesPerSecond = 128227.0
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 1.20397949 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0098s; samplesPerSecond = 130788.4
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 1.26555176 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0099s; samplesPerSecond = 129835.9
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 1.25253906 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0098s; samplesPerSecond = 130815.1
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 1.19592285 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0099s; samplesPerSecond = 129034.9
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 1.24814453 * 1280; EvalClassificationError = 0.40625000 * 1280; time = 0.0098s; samplesPerSecond = 130768.4
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 1.16520996 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0098s; samplesPerSecond = 131140.8
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 1.24392090 * 1280; EvalClassificationError = 0.39765625 * 1280; time = 0.0099s; samplesPerSecond = 129826.7
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 1.29758301 * 1280; EvalClassificationError = 0.42343750 * 1280; time = 0.0127s; samplesPerSecond = 100917.7
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 1.18510742 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0145s; samplesPerSecond = 88345.3
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 1.20234375 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0158s; samplesPerSecond = 80819.8
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 1.21359863 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0166s; samplesPerSecond = 77319.9
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 1.25798340 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0099s; samplesPerSecond = 129612.4
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 1.27072754 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0102s; samplesPerSecond = 125326.8
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 1.25676270 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0101s; samplesPerSecond = 127035.8
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 1.19570313 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0100s; samplesPerSecond = 127984.6
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 1.20590820 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0101s; samplesPerSecond = 126828.1
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 1.17619629 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0107s; samplesPerSecond = 119763.8
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 1.25671387 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0099s; samplesPerSecond = 129946.6
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 1.26105957 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0101s; samplesPerSecond = 127331.5
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 1.20627441 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0100s; samplesPerSecond = 127743.2
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 1.21276855 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0099s; samplesPerSecond = 129816.1
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 1.24975586 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0103s; samplesPerSecond = 124519.7
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 1.20864258 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0098s; samplesPerSecond = 130804.4
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 1.26987305 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0098s; samplesPerSecond = 130763.0
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 1.25187988 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0099s; samplesPerSecond = 128937.4
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 1.16938477 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0108s; samplesPerSecond = 118177.1
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 1.26477051 * 1280; EvalClassificationError = 0.40234375 * 1280; time = 0.0098s; samplesPerSecond = 130756.3
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 1.26088867 * 1280; EvalClassificationError = 0.41171875 * 1280; time = 0.0098s; samplesPerSecond = 130175.2
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 1.21062012 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0099s; samplesPerSecond = 129546.8
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 1.24470215 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0098s; samplesPerSecond = 130829.8
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 1.28581543 * 1280; EvalClassificationError = 0.41250000 * 1280; time = 0.0098s; samplesPerSecond = 130665.6
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 1.23725586 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0098s; samplesPerSecond = 130755.0
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 1.23625488 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0101s; samplesPerSecond = 126311.2
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 1.22700195 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0099s; samplesPerSecond = 129720.1
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 1.22131348 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0098s; samplesPerSecond = 130867.3
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 1.35080566 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0098s; samplesPerSecond = 130652.2
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 1.27827148 * 1280; EvalClassificationError = 0.40234375 * 1280; time = 0.0098s; samplesPerSecond = 130467.1
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 1.30815430 * 1280; EvalClassificationError = 0.41093750 * 1280; time = 0.0098s; samplesPerSecond = 130602.9
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 1.30388184 * 1280; EvalClassificationError = 0.41875000 * 1280; time = 0.0098s; samplesPerSecond = 130465.8
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 1.20683594 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0098s; samplesPerSecond = 130537.7
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 1.23496094 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0100s; samplesPerSecond = 127545.9
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 1.20900879 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0101s; samplesPerSecond = 127287.2
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 1.29028320 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0098s; samplesPerSecond = 130791.1
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 1.26755371 * 1280; EvalClassificationError = 0.41562500 * 1280; time = 0.0099s; samplesPerSecond = 129106.4
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 1.20522461 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0100s; samplesPerSecond = 128314.4
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 1.35183105 * 1280; EvalClassificationError = 0.43125000 * 1280; time = 0.0098s; samplesPerSecond = 130517.7
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 1.22475586 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0100s; samplesPerSecond = 127505.3
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 1.22844238 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0104s; samplesPerSecond = 122671.2
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 1.25017090 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0098s; samplesPerSecond = 130783.1
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 1.25874023 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0100s; samplesPerSecond = 127736.9
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 1.25998535 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0099s; samplesPerSecond = 129737.2
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 1.14921875 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 1.20971680 * 1280; EvalClassificationError = 0.38593750 * 1280; time = 0.0098s; samplesPerSecond = 130020.5
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 1.22043457 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0098s; samplesPerSecond = 130549.6
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 1.18095703 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0098s; samplesPerSecond = 130123.6
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 1.30874023 * 1280; EvalClassificationError = 0.41875000 * 1280; time = 0.0098s; samplesPerSecond = 130753.7
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 1.21540527 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0098s; samplesPerSecond = 130652.2
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 1.28747559 * 1280; EvalClassificationError = 0.41328125 * 1280; time = 0.0098s; samplesPerSecond = 130338.3
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 1.24431152 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0098s; samplesPerSecond = 131025.4
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 1.38044434 * 1280; EvalClassificationError = 0.42812500 * 1280; time = 0.0098s; samplesPerSecond = 131100.5
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 1.21162109 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0098s; samplesPerSecond = 130382.1
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 1.24521484 * 1280; EvalClassificationError = 0.39765625 * 1280; time = 0.0098s; samplesPerSecond = 130549.6
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 1.26948242 * 1280; EvalClassificationError = 0.41250000 * 1280; time = 0.0098s; samplesPerSecond = 130743.0
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 1.25319824 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0100s; samplesPerSecond = 128129.4
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 1.26525879 * 1280; EvalClassificationError = 0.40390625 * 1280; time = 0.0098s; samplesPerSecond = 130586.9
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 1.21850586 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0101s; samplesPerSecond = 126637.4
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 1.20029297 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0102s; samplesPerSecond = 125812.1
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 1.28977051 * 1280; EvalClassificationError = 0.40703125 * 1280; time = 0.0098s; samplesPerSecond = 130829.8
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 1.28840332 * 1280; EvalClassificationError = 0.41796875 * 1280; time = 0.0098s; samplesPerSecond = 130597.6
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 1.20839844 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0099s; samplesPerSecond = 129001.0
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 1.22238770 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0098s; samplesPerSecond = 130342.3
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 1.24165039 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0099s; samplesPerSecond = 129197.7
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 1.16015625 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0098s; samplesPerSecond = 130958.3
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 1.26735840 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0098s; samplesPerSecond = 130779.1
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 1.22668457 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0099s; samplesPerSecond = 129675.4
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 1.24221191 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0098s; samplesPerSecond = 130596.3
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 1.24140625 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0103s; samplesPerSecond = 124727.2
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 1.16892090 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0100s; samplesPerSecond = 128191.0
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 1.20317383 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0098s; samplesPerSecond = 130441.9
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 1.21523438 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0098s; samplesPerSecond = 130610.9
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 1.28842773 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0098s; samplesPerSecond = 130954.3
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 1.29865723 * 1280; EvalClassificationError = 0.40703125 * 1280; time = 0.0098s; samplesPerSecond = 130922.2
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 1.25793457 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0100s; samplesPerSecond = 127372.1
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 1.22585449 * 1280; EvalClassificationError = 0.38593750 * 1280; time = 0.0100s; samplesPerSecond = 128125.6
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 1.24121094 * 1280; EvalClassificationError = 0.41171875 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 1.28818359 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0100s; samplesPerSecond = 128234.7
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 1.16411133 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0098s; samplesPerSecond = 130784.4
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 1.17443848 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0103s; samplesPerSecond = 124820.8
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 1.18027344 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0098s; samplesPerSecond = 130935.6
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 1.29719238 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0098s; samplesPerSecond = 130306.4
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 1.26894531 * 1280; EvalClassificationError = 0.43046875 * 1280; time = 0.0098s; samplesPerSecond = 130574.9
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 1.20402832 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0101s; samplesPerSecond = 127248.0
01/16/2018 22:32:28:  Epoch[ 6 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 1.27910156 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0098s; samplesPerSecond = 130955.7
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 1.24067383 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0098s; samplesPerSecond = 130540.3
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 1.20319824 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0098s; samplesPerSecond = 130334.3
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 1.24035645 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0098s; samplesPerSecond = 130435.2
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 1.22470703 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0099s; samplesPerSecond = 128873.8
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 1.19467773 * 1280; EvalClassificationError = 0.40234375 * 1280; time = 0.0098s; samplesPerSecond = 130704.3
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 1.26311035 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0098s; samplesPerSecond = 130282.6
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 1.25783691 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0099s; samplesPerSecond = 129882.0
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 1.28715820 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0098s; samplesPerSecond = 130819.2
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 1.29531250 * 1280; EvalClassificationError = 0.41328125 * 1280; time = 0.0100s; samplesPerSecond = 128517.9
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 1.23989258 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0098s; samplesPerSecond = 130939.6
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 1.26447754 * 1280; EvalClassificationError = 0.43437500 * 1280; time = 0.0098s; samplesPerSecond = 130821.8
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 1.22160645 * 1280; EvalClassificationError = 0.39687500 * 1280; time = 0.0098s; samplesPerSecond = 130317.0
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 1.19780273 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0098s; samplesPerSecond = 130748.3
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 1.22812500 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0100s; samplesPerSecond = 128346.5
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 1.21643066 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0108s; samplesPerSecond = 118499.9
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 1.26066895 * 1280; EvalClassificationError = 0.40859375 * 1280; time = 0.0098s; samplesPerSecond = 130829.8
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 1.21811523 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0098s; samplesPerSecond = 130290.5
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 1.23293457 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0099s; samplesPerSecond = 128749.3
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 1.21425781 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0098s; samplesPerSecond = 130841.9
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 1.23693848 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0104s; samplesPerSecond = 123646.4
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 1.15141602 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0099s; samplesPerSecond = 129159.9
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 1.23410645 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0098s; samplesPerSecond = 130959.7
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 1.30668945 * 1280; EvalClassificationError = 0.40625000 * 1280; time = 0.0101s; samplesPerSecond = 126255.2
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 1.24204102 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0102s; samplesPerSecond = 125550.5
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 1.19389648 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0098s; samplesPerSecond = 130625.6
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 1.24099121 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0098s; samplesPerSecond = 129988.8
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 1.27729492 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0099s; samplesPerSecond = 129760.9
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 1.28413086 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0098s; samplesPerSecond = 130747.0
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 1.27763672 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0101s; samplesPerSecond = 127158.2
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 1.19863281 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0098s; samplesPerSecond = 130597.6
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 1.23725586 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0100s; samplesPerSecond = 127618.4
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 1.23051758 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0098s; samplesPerSecond = 131064.3
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 1.19433594 * 1280; EvalClassificationError = 0.39687500 * 1280; time = 0.0098s; samplesPerSecond = 130780.4
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 1.23867188 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0101s; samplesPerSecond = 126593.5
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 1.29418945 * 1280; EvalClassificationError = 0.40234375 * 1280; time = 0.0098s; samplesPerSecond = 130078.7
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 1.21147461 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0098s; samplesPerSecond = 130767.0
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 1.20566406 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0098s; samplesPerSecond = 130974.4
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 1.29667969 * 1280; EvalClassificationError = 0.41875000 * 1280; time = 0.0101s; samplesPerSecond = 126922.4
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 1.19956055 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0098s; samplesPerSecond = 130961.0
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 1.24018555 * 1280; EvalClassificationError = 0.39765625 * 1280; time = 0.0100s; samplesPerSecond = 128484.4
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 1.29360352 * 1280; EvalClassificationError = 0.42187500 * 1280; time = 0.0098s; samplesPerSecond = 130795.1
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 1.25102539 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0098s; samplesPerSecond = 131001.2
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 1.31699219 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0099s; samplesPerSecond = 129298.2
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 1.24101562 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0098s; samplesPerSecond = 131042.8
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 1.24760742 * 1280; EvalClassificationError = 0.40703125 * 1280; time = 0.0101s; samplesPerSecond = 126507.2
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 1.21752930 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0098s; samplesPerSecond = 130027.1
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 1.23715820 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 1.23120117 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0099s; samplesPerSecond = 129277.3
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 1.24794922 * 1280; EvalClassificationError = 0.40703125 * 1280; time = 0.0101s; samplesPerSecond = 126847.0
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 1.19458008 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 1.24462891 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0098s; samplesPerSecond = 130536.3
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 1.23774414 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0098s; samplesPerSecond = 130573.6
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 1.28505859 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0099s; samplesPerSecond = 128784.3
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 1.25141602 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0099s; samplesPerSecond = 129044.0
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 1.19511719 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0098s; samplesPerSecond = 130864.6
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 1.25156250 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0099s; samplesPerSecond = 129887.3
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 1.25590820 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0099s; samplesPerSecond = 129569.1
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 1.26884766 * 1280; EvalClassificationError = 0.40859375 * 1280; time = 0.0098s; samplesPerSecond = 130706.9
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 1.25908203 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0101s; samplesPerSecond = 126137.0
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 1.22592773 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0100s; samplesPerSecond = 128456.0
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 1.16396484 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 1.26879883 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0105s; samplesPerSecond = 121530.9
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 1.20717773 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0099s; samplesPerSecond = 129829.3
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 1.21152344 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0098s; samplesPerSecond = 130950.3
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 1.21132813 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0101s; samplesPerSecond = 127287.2
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 1.21865234 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0100s; samplesPerSecond = 127801.9
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 1.22744141 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0098s; samplesPerSecond = 130682.9
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 1.12036133 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0098s; samplesPerSecond = 130862.0
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 1.25043945 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0098s; samplesPerSecond = 130660.2
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 1.19174805 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0101s; samplesPerSecond = 126692.5
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 1.26416016 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0098s; samplesPerSecond = 131170.4
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 1.20170898 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0098s; samplesPerSecond = 130553.6
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 1.27133789 * 1280; EvalClassificationError = 0.40625000 * 1280; time = 0.0100s; samplesPerSecond = 127573.9
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 1.20629883 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0102s; samplesPerSecond = 125770.1
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 1.16918945 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0098s; samplesPerSecond = 130767.0
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 1.23154297 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0100s; samplesPerSecond = 128149.9
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 1.20561523 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0098s; samplesPerSecond = 130896.7
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 1.17441406 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0098s; samplesPerSecond = 130835.2
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 1.17304688 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0102s; samplesPerSecond = 125545.6
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 1.23994141 * 1280; EvalClassificationError = 0.39687500 * 1280; time = 0.0098s; samplesPerSecond = 130020.5
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 1.24101562 * 1280; EvalClassificationError = 0.39687500 * 1280; time = 0.0100s; samplesPerSecond = 128623.8
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 1.22441406 * 1280; EvalClassificationError = 0.38593750 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 1.26596680 * 1280; EvalClassificationError = 0.40390625 * 1280; time = 0.0098s; samplesPerSecond = 130299.8
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 1.25961914 * 1280; EvalClassificationError = 0.39765625 * 1280; time = 0.0100s; samplesPerSecond = 128372.3
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 1.22792969 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0098s; samplesPerSecond = 130737.6
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 1.22490234 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0098s; samplesPerSecond = 130872.7
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 1.23105469 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0098s; samplesPerSecond = 130837.9
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 1.22949219 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0098s; samplesPerSecond = 130708.3
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 1.21591797 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0098s; samplesPerSecond = 130745.7
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 1.23847656 * 1280; EvalClassificationError = 0.40390625 * 1280; time = 0.0099s; samplesPerSecond = 129495.7
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 1.21274414 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0098s; samplesPerSecond = 130970.4
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 1.26796875 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0098s; samplesPerSecond = 131026.7
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 1.24453125 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0098s; samplesPerSecond = 130855.3
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 1.27607422 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0098s; samplesPerSecond = 130008.6
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 1.17973633 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0100s; samplesPerSecond = 128010.2
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 1.21362305 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0100s; samplesPerSecond = 128532.1
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 1.19111328 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0098s; samplesPerSecond = 130681.6
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 1.24667969 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0099s; samplesPerSecond = 129912.3
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 1.25834961 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0100s; samplesPerSecond = 128539.9
01/16/2018 22:32:29:  Epoch[ 6 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 1.21591797 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0098s; samplesPerSecond = 130859.3
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 1.21206055 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0098s; samplesPerSecond = 130658.9
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 1.22324219 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0098s; samplesPerSecond = 130512.4
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 1.25161133 * 1280; EvalClassificationError = 0.39765625 * 1280; time = 0.0098s; samplesPerSecond = 130455.2
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 1.25278320 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0100s; samplesPerSecond = 127771.3
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 1.24096680 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0098s; samplesPerSecond = 130487.1
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 1.26997070 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0098s; samplesPerSecond = 130888.7
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 1.22963867 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0098s; samplesPerSecond = 131010.6
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 1.25351562 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0098s; samplesPerSecond = 130467.1
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 1.24833984 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0100s; samplesPerSecond = 128302.8
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 1.28437500 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0098s; samplesPerSecond = 130652.2
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 1.23066406 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0098s; samplesPerSecond = 130319.7
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 1.24882812 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0098s; samplesPerSecond = 130714.9
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 1.17309570 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0098s; samplesPerSecond = 130544.3
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 1.18955078 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0101s; samplesPerSecond = 126328.7
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 1.23696289 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0099s; samplesPerSecond = 129377.9
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 1.23315430 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0098s; samplesPerSecond = 130879.3
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 1.32133789 * 1280; EvalClassificationError = 0.41328125 * 1280; time = 0.0098s; samplesPerSecond = 130930.2
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 1.20917969 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0097s; samplesPerSecond = 131398.0
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 1.30825195 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0098s; samplesPerSecond = 130994.5
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 1.22827148 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0102s; samplesPerSecond = 125880.2
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 1.27968750 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0098s; samplesPerSecond = 131111.3
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 1.23666992 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0098s; samplesPerSecond = 131093.8
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 1.28183594 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0098s; samplesPerSecond = 130597.6
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 1.31225586 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0098s; samplesPerSecond = 130661.6
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 1.14921875 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0101s; samplesPerSecond = 126967.8
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 1.24741211 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0101s; samplesPerSecond = 127033.3
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 1.24677734 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0099s; samplesPerSecond = 129926.8
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 1.25166016 * 1280; EvalClassificationError = 0.40703125 * 1280; time = 0.0099s; samplesPerSecond = 128772.6
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 1.14648438 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0099s; samplesPerSecond = 128700.1
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 1.21987305 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0098s; samplesPerSecond = 130910.1
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 1.18403320 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 130398.0
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 1.24511719 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0098s; samplesPerSecond = 130900.8
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 1.20595703 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0098s; samplesPerSecond = 130777.7
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 1.22368164 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0100s; samplesPerSecond = 127495.1
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 1.24370117 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0098s; samplesPerSecond = 130561.6
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 1.22832031 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0098s; samplesPerSecond = 130372.8
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 1.24716797 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0098s; samplesPerSecond = 130390.0
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 1.25229492 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0098s; samplesPerSecond = 131007.9
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 1.19096680 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0098s; samplesPerSecond = 131079.0
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 1.27563477 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0098s; samplesPerSecond = 131107.2
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 1.25195312 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0098s; samplesPerSecond = 131166.4
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 1.28037109 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0098s; samplesPerSecond = 130840.5
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 1.20639648 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0098s; samplesPerSecond = 130764.4
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 1.18984375 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0100s; samplesPerSecond = 127589.2
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 1.27924805 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0098s; samplesPerSecond = 130236.2
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 1.22651367 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0098s; samplesPerSecond = 130783.1
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 1.21967773 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0098s; samplesPerSecond = 130710.9
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 1.21801758 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0098s; samplesPerSecond = 129957.2
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 1.20073242 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0098s; samplesPerSecond = 131112.6
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 1.20380859 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0099s; samplesPerSecond = 129445.9
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 1.22558594 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0098s; samplesPerSecond = 130698.9
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 1.26098633 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0098s; samplesPerSecond = 130759.0
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 1.22329102 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0099s; samplesPerSecond = 129116.9
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 1.20190430 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0098s; samplesPerSecond = 130604.2
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 1.19785156 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0101s; samplesPerSecond = 126757.8
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 1.24531250 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0099s; samplesPerSecond = 129460.3
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 1.19135742 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0098s; samplesPerSecond = 130805.8
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 1.15737305 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 130136.8
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 1.21523438 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0100s; samplesPerSecond = 128092.2
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 1.23374023 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0098s; samplesPerSecond = 130898.1
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 1.20981445 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0099s; samplesPerSecond = 129124.7
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 1.17504883 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0098s; samplesPerSecond = 130853.9
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 1.18627930 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0098s; samplesPerSecond = 130289.2
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 1.22954102 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0098s; samplesPerSecond = 130077.3
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 1.22441406 * 1280; EvalClassificationError = 0.40625000 * 1280; time = 0.0098s; samplesPerSecond = 130705.6
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 1.18261719 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0101s; samplesPerSecond = 126629.9
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 1.24487305 * 1280; EvalClassificationError = 0.39765625 * 1280; time = 0.0098s; samplesPerSecond = 129965.1
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 1.20161133 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0098s; samplesPerSecond = 130705.6
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 1.24873047 * 1280; EvalClassificationError = 0.40703125 * 1280; time = 0.0098s; samplesPerSecond = 130195.1
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 1.17895508 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0100s; samplesPerSecond = 127529.4
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 1.22294922 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0098s; samplesPerSecond = 130857.9
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 1.24541016 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0098s; samplesPerSecond = 130086.6
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 1.29038086 * 1280; EvalClassificationError = 0.41171875 * 1280; time = 0.0098s; samplesPerSecond = 130340.9
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 1.19165039 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0098s; samplesPerSecond = 130366.1
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 1.24692383 * 1280; EvalClassificationError = 0.41171875 * 1280; time = 0.0100s; samplesPerSecond = 128347.8
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 1.21064453 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0098s; samplesPerSecond = 130541.6
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 1.23627930 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0098s; samplesPerSecond = 130805.8
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 1.27993164 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0101s; samplesPerSecond = 126646.2
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 1.24086914 * 1280; EvalClassificationError = 0.39765625 * 1280; time = 0.0098s; samplesPerSecond = 130775.0
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 1.25034180 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0103s; samplesPerSecond = 124360.0
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 1.25810547 * 1280; EvalClassificationError = 0.40703125 * 1280; time = 0.0099s; samplesPerSecond = 128796.0
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 1.15825195 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 131009.3
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 1.19423828 * 1280; EvalClassificationError = 0.39687500 * 1280; time = 0.0099s; samplesPerSecond = 129180.7
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 1.32470703 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0098s; samplesPerSecond = 130493.7
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 1.16342773 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 130460.5
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 1.23281250 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0099s; samplesPerSecond = 129697.7
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 1.13369141 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0098s; samplesPerSecond = 130970.4
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 1.19331055 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0098s; samplesPerSecond = 130641.6
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 1.15639648 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0098s; samplesPerSecond = 130602.9
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 1.22387695 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0099s; samplesPerSecond = 129264.2
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 1.21831055 * 1280; EvalClassificationError = 0.40625000 * 1280; time = 0.0101s; samplesPerSecond = 127354.3
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 1.22597656 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0098s; samplesPerSecond = 130731.0
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 1.27055664 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0098s; samplesPerSecond = 130622.9
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 1.21796875 * 1280; EvalClassificationError = 0.39765625 * 1280; time = 0.0098s; samplesPerSecond = 130068.1
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 1.22797852 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0098s; samplesPerSecond = 130291.8
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 1.21904297 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0098s; samplesPerSecond = 130665.6
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 1.27866211 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0098s; samplesPerSecond = 130843.2
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 1.11220703 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 130974.4
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 1.21328125 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0100s; samplesPerSecond = 127748.3
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 1.24648438 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0100s; samplesPerSecond = 128065.3
01/16/2018 22:32:30:  Epoch[ 6 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 1.25263672 * 1280; EvalClassificationError = 0.39687500 * 1280; time = 0.0098s; samplesPerSecond = 130855.3
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 1.26967773 * 1280; EvalClassificationError = 0.39687500 * 1280; time = 0.0098s; samplesPerSecond = 130998.6
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 1.26870117 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0099s; samplesPerSecond = 129863.5
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 1.20244141 * 1280; EvalClassificationError = 0.38593750 * 1280; time = 0.0098s; samplesPerSecond = 130737.6
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 1.24033203 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0101s; samplesPerSecond = 126166.8
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 1.22807617 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0099s; samplesPerSecond = 129709.6
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 1.19736328 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0098s; samplesPerSecond = 130151.4
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 1.19575195 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0098s; samplesPerSecond = 130545.6
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 1.29248047 * 1280; EvalClassificationError = 0.41562500 * 1280; time = 0.0098s; samplesPerSecond = 130367.5
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 1.19824219 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0102s; samplesPerSecond = 125809.7
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 1.27231445 * 1280; EvalClassificationError = 0.41250000 * 1280; time = 0.0099s; samplesPerSecond = 129287.7
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 1.25229492 * 1280; EvalClassificationError = 0.39765625 * 1280; time = 0.0098s; samplesPerSecond = 130633.6
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 1.24760742 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0100s; samplesPerSecond = 127710.1
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 1.21938477 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0098s; samplesPerSecond = 130771.0
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 1.27753906 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0098s; samplesPerSecond = 130277.2
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 1.21611328 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0100s; samplesPerSecond = 127598.1
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 1.32670898 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 1.25649414 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0098s; samplesPerSecond = 130690.9
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 1.22817383 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0098s; samplesPerSecond = 130509.7
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 1.22768555 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0098s; samplesPerSecond = 130776.4
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 1.21137695 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0098s; samplesPerSecond = 130437.9
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 1.27460938 * 1280; EvalClassificationError = 0.41328125 * 1280; time = 0.0101s; samplesPerSecond = 127102.7
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 1.15991211 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0098s; samplesPerSecond = 130410.0
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 1.24140625 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0098s; samplesPerSecond = 130706.9
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 1.23217773 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0099s; samplesPerSecond = 129414.5
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 1.24282227 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0098s; samplesPerSecond = 131036.1
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 1.25527344 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 1.20458984 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0100s; samplesPerSecond = 128041.0
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 1.25493164 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0098s; samplesPerSecond = 130761.7
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 1.20498047 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0100s; samplesPerSecond = 127372.1
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 1.24072266 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0099s; samplesPerSecond = 129041.4
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 1.21142578 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0098s; samplesPerSecond = 130735.0
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 1.24296875 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0098s; samplesPerSecond = 130294.5
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 1.20532227 * 1280; EvalClassificationError = 0.39765625 * 1280; time = 0.0098s; samplesPerSecond = 130678.9
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 1.24667969 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0102s; samplesPerSecond = 124902.4
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 1.22055664 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0098s; samplesPerSecond = 130789.7
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 1.37333984 * 1280; EvalClassificationError = 0.43515625 * 1280; time = 0.0098s; samplesPerSecond = 130644.2
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 1.29863281 * 1280; EvalClassificationError = 0.41406250 * 1280; time = 0.0098s; samplesPerSecond = 130559.0
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 1.17026367 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0098s; samplesPerSecond = 130812.5
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 1.27763672 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 1.15971680 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0100s; samplesPerSecond = 128511.5
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 1.22465820 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0098s; samplesPerSecond = 130916.8
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 1.22026367 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0098s; samplesPerSecond = 130428.6
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 1.24482422 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0098s; samplesPerSecond = 130307.8
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 1.19946289 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0098s; samplesPerSecond = 130862.0
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 1.27958984 * 1280; EvalClassificationError = 0.42500000 * 1280; time = 0.0099s; samplesPerSecond = 129663.6
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 1.21308594 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0098s; samplesPerSecond = 130593.6
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 1.20546875 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0098s; samplesPerSecond = 131042.8
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 1.18935547 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0099s; samplesPerSecond = 129098.6
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 1.26616211 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0099s; samplesPerSecond = 128881.5
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 1.30595703 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0099s; samplesPerSecond = 129837.2
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 1.22368164 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0099s; samplesPerSecond = 128843.9
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 1.24262695 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0098s; samplesPerSecond = 130918.2
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 1.25219727 * 1280; EvalClassificationError = 0.40234375 * 1280; time = 0.0099s; samplesPerSecond = 128854.3
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 1.28422852 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0101s; samplesPerSecond = 127222.7
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 1.24301758 * 1280; EvalClassificationError = 0.41953125 * 1280; time = 0.0098s; samplesPerSecond = 131053.5
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 1.14296875 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0100s; samplesPerSecond = 128251.4
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 1.20385742 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0100s; samplesPerSecond = 128450.9
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 1.17509766 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0098s; samplesPerSecond = 130910.1
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 1.18515625 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0100s; samplesPerSecond = 128010.2
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 1.26284180 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0098s; samplesPerSecond = 130147.4
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 1.20380859 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0098s; samplesPerSecond = 130874.0
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 1.27153320 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0100s; samplesPerSecond = 128547.6
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 1.27626953 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0099s; samplesPerSecond = 129234.2
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 1.22827148 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0098s; samplesPerSecond = 131046.8
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 1.18828125 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0100s; samplesPerSecond = 128134.5
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 1.18188477 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0098s; samplesPerSecond = 130927.5
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 1.18261719 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0098s; samplesPerSecond = 130803.1
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 1.18271484 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0098s; samplesPerSecond = 130477.8
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 1.17285156 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0098s; samplesPerSecond = 130661.6
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 1.28745117 * 1280; EvalClassificationError = 0.41562500 * 1280; time = 0.0098s; samplesPerSecond = 130407.3
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 1.24453125 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0098s; samplesPerSecond = 130862.0
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 1.23120117 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0098s; samplesPerSecond = 130888.7
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 1.16455078 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0098s; samplesPerSecond = 130958.3
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 1.26206055 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0098s; samplesPerSecond = 130523.0
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 1.26010742 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0101s; samplesPerSecond = 126537.2
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 1.28945313 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0098s; samplesPerSecond = 130025.8
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 1.20610352 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0099s; samplesPerSecond = 129244.6
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 1.25175781 * 1280; EvalClassificationError = 0.41718750 * 1280; time = 0.0098s; samplesPerSecond = 131040.1
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 1.27866211 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0103s; samplesPerSecond = 123885.8
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 1.23989258 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0099s; samplesPerSecond = 128821.9
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 1.27221680 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0101s; samplesPerSecond = 126951.4
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 1.14848633 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0100s; samplesPerSecond = 128065.3
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 1.20971680 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0098s; samplesPerSecond = 130463.1
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 1.25673828 * 1280; EvalClassificationError = 0.40625000 * 1280; time = 0.0100s; samplesPerSecond = 127997.4
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 1.26215820 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0099s; samplesPerSecond = 129329.5
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 1.16352539 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0098s; samplesPerSecond = 130556.3
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 1.26040039 * 1280; EvalClassificationError = 0.41171875 * 1280; time = 0.0099s; samplesPerSecond = 129858.3
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 1.18579102 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0098s; samplesPerSecond = 130606.9
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 1.19746094 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0098s; samplesPerSecond = 131024.0
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 1.24741211 * 1280; EvalClassificationError = 0.41093750 * 1280; time = 0.0098s; samplesPerSecond = 130860.6
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 1.23139648 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0098s; samplesPerSecond = 130777.7
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 1.21625977 * 1280; EvalClassificationError = 0.40234375 * 1280; time = 0.0098s; samplesPerSecond = 130654.9
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 1.25297852 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0098s; samplesPerSecond = 130727.0
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 1.30859375 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0098s; samplesPerSecond = 130237.5
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 1.19238281 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0100s; samplesPerSecond = 127950.1
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 1.21308594 * 1280; EvalClassificationError = 0.38593750 * 1280; time = 0.0098s; samplesPerSecond = 130959.7
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 1.20332031 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0098s; samplesPerSecond = 130906.1
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 1.20390625 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0098s; samplesPerSecond = 130533.7
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 1.24218750 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0098s; samplesPerSecond = 130886.0
01/16/2018 22:32:31:  Epoch[ 6 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 1.19936523 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0102s; samplesPerSecond = 125596.1
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 1.22988281 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0098s; samplesPerSecond = 130807.1
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 1.23891602 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0099s; samplesPerSecond = 128997.1
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 1.18872070 * 1280; EvalClassificationError = 0.36015625 * 1280; time = 0.0098s; samplesPerSecond = 130480.4
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 1.24643555 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0098s; samplesPerSecond = 130543.0
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 1.19174805 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0098s; samplesPerSecond = 130747.0
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 1.25322266 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0100s; samplesPerSecond = 128581.2
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 1.24829102 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0098s; samplesPerSecond = 130586.9
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 1.21401367 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 1.22519531 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0100s; samplesPerSecond = 128453.4
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 1.29086914 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0098s; samplesPerSecond = 131265.9
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 1.18730469 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0100s; samplesPerSecond = 127743.2
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 1.19414062 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0101s; samplesPerSecond = 126859.5
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 1.23886719 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0098s; samplesPerSecond = 130789.7
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 1.25952148 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0099s; samplesPerSecond = 128720.8
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 1.27890625 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0103s; samplesPerSecond = 124035.8
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 1.29003906 * 1280; EvalClassificationError = 0.41093750 * 1280; time = 0.0099s; samplesPerSecond = 129895.2
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 1.24248047 * 1280; EvalClassificationError = 0.40390625 * 1280; time = 0.0098s; samplesPerSecond = 130187.1
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 1.21665039 * 1280; EvalClassificationError = 0.41796875 * 1280; time = 0.0098s; samplesPerSecond = 130305.1
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 1.29150391 * 1280; EvalClassificationError = 0.39687500 * 1280; time = 0.0098s; samplesPerSecond = 130453.8
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 1.20385742 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0100s; samplesPerSecond = 128209.0
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 1.24121094 * 1280; EvalClassificationError = 0.40859375 * 1280; time = 0.0097s; samplesPerSecond = 131298.2
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 1.19389648 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0098s; samplesPerSecond = 130910.1
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 1.26430664 * 1280; EvalClassificationError = 0.40234375 * 1280; time = 0.0098s; samplesPerSecond = 130958.3
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 1.24335938 * 1280; EvalClassificationError = 0.39765625 * 1280; time = 0.0098s; samplesPerSecond = 130763.0
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 1.21679688 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0100s; samplesPerSecond = 127928.4
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 1.26103516 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0098s; samplesPerSecond = 130585.6
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 1.17651367 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0098s; samplesPerSecond = 130046.9
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 1.22607422 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0100s; samplesPerSecond = 128449.6
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 1.21528320 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0102s; samplesPerSecond = 125468.1
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 1.14448242 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0099s; samplesPerSecond = 128717.0
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 1.21381836 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0100s; samplesPerSecond = 127916.9
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 1.20043945 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0098s; samplesPerSecond = 130824.5
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 1.18857422 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0098s; samplesPerSecond = 130245.4
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 1.18398438 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0098s; samplesPerSecond = 130087.9
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 1.28203125 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0100s; samplesPerSecond = 128284.8
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 1.19594727 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0099s; samplesPerSecond = 128901.0
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 1.20688477 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0098s; samplesPerSecond = 130132.9
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 1.26591797 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0098s; samplesPerSecond = 130727.0
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 1.20869141 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0098s; samplesPerSecond = 130596.3
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 1.28090820 * 1280; EvalClassificationError = 0.41250000 * 1280; time = 0.0101s; samplesPerSecond = 126676.2
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 1.21098633 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0098s; samplesPerSecond = 131016.0
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 1.25693359 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0099s; samplesPerSecond = 128818.0
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 1.23330078 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0098s; samplesPerSecond = 130943.6
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 1.22104492 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0098s; samplesPerSecond = 130573.6
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 1.21157227 * 1280; EvalClassificationError = 0.39687500 * 1280; time = 0.0098s; samplesPerSecond = 129991.5
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 1.17246094 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0098s; samplesPerSecond = 130548.3
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 1.18149414 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 130215.0
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 1.18813477 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 130584.3
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 1.18051758 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0098s; samplesPerSecond = 130720.3
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 1.17011719 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0100s; samplesPerSecond = 127946.3
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 1.18051758 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0099s; samplesPerSecond = 128786.9
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 1.22690430 * 1280; EvalClassificationError = 0.39765625 * 1280; time = 0.0098s; samplesPerSecond = 130731.0
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 1.25844727 * 1280; EvalClassificationError = 0.41093750 * 1280; time = 0.0099s; samplesPerSecond = 128783.0
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 1.27011719 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0098s; samplesPerSecond = 130697.6
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 1.31088867 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0100s; samplesPerSecond = 128349.1
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 1.14238281 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0098s; samplesPerSecond = 130167.3
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 1.22500000 * 1280; EvalClassificationError = 0.40625000 * 1280; time = 0.0098s; samplesPerSecond = 130979.8
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 1.25068359 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0099s; samplesPerSecond = 129608.4
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 1.22656250 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0102s; samplesPerSecond = 126030.1
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 1.21093750 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0098s; samplesPerSecond = 130461.8
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 1.22207031 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0100s; samplesPerSecond = 128588.9
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 1.26328125 * 1280; EvalClassificationError = 0.41171875 * 1280; time = 0.0099s; samplesPerSecond = 129283.8
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 1.23623047 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0098s; samplesPerSecond = 130563.0
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 1.26093750 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0098s; samplesPerSecond = 130463.1
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 1.28339844 * 1280; EvalClassificationError = 0.40234375 * 1280; time = 0.0098s; samplesPerSecond = 130646.9
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 1.21669922 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0100s; samplesPerSecond = 128006.4
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 1.29042969 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0098s; samplesPerSecond = 130871.3
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 1.22626953 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0098s; samplesPerSecond = 131218.8
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 1.21269531 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 1.18027344 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0098s; samplesPerSecond = 130162.0
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 1.28339844 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0098s; samplesPerSecond = 130277.2
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 1.22412109 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0098s; samplesPerSecond = 130467.1
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 1.20605469 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0100s; samplesPerSecond = 127694.8
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 1.19160156 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0098s; samplesPerSecond = 130354.2
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 1.15224609 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0104s; samplesPerSecond = 123098.2
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 1.19326172 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0098s; samplesPerSecond = 130564.3
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 1.20781250 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0098s; samplesPerSecond = 130690.9
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 1.19843750 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0098s; samplesPerSecond = 131087.1
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 1.29111328 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0098s; samplesPerSecond = 130880.7
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 1.17070312 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0100s; samplesPerSecond = 128536.0
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 1.25849609 * 1280; EvalClassificationError = 0.39687500 * 1280; time = 0.0101s; samplesPerSecond = 127240.4
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 1.20800781 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0098s; samplesPerSecond = 130772.4
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 1.20859375 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0099s; samplesPerSecond = 129303.4
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 1.22031250 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0098s; samplesPerSecond = 130382.1
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 1.22197266 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0098s; samplesPerSecond = 131002.6
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 1.24033203 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0098s; samplesPerSecond = 130375.4
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 1.20253906 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0098s; samplesPerSecond = 130759.0
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 1.24960937 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0100s; samplesPerSecond = 127819.8
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 1.23789062 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0099s; samplesPerSecond = 129818.8
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 1.21787109 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0098s; samplesPerSecond = 130777.7
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 1.26250000 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0101s; samplesPerSecond = 127143.1
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 1.21777344 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0098s; samplesPerSecond = 130811.1
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 1.20556641 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0098s; samplesPerSecond = 130653.6
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 1.21337891 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0099s; samplesPerSecond = 129925.5
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 1.19121094 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0098s; samplesPerSecond = 130966.4
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 1.17490234 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0098s; samplesPerSecond = 130776.4
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 1.23281250 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0098s; samplesPerSecond = 130761.7
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 1.28632813 * 1280; EvalClassificationError = 0.40625000 * 1280; time = 0.0098s; samplesPerSecond = 130999.9
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 1.20361328 * 1280; EvalClassificationError = 0.39765625 * 1280; time = 0.0098s; samplesPerSecond = 130756.3
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 1.11601562 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0101s; samplesPerSecond = 126200.4
01/16/2018 22:32:32:  Epoch[ 6 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 1.17470703 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0098s; samplesPerSecond = 130886.0
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 1.25722656 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0098s; samplesPerSecond = 130596.3
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 1.18779297 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0098s; samplesPerSecond = 130476.4
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 1.22773438 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0098s; samplesPerSecond = 130860.6
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 1.19062500 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0101s; samplesPerSecond = 126237.7
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 1.20429688 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0098s; samplesPerSecond = 130931.6
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 1.24277344 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0098s; samplesPerSecond = 130812.5
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 1.26142578 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0098s; samplesPerSecond = 130548.3
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 1.26337891 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0098s; samplesPerSecond = 130578.9
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 1.23691406 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0100s; samplesPerSecond = 127457.0
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 1.17333984 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0099s; samplesPerSecond = 128976.4
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 1.21074219 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0098s; samplesPerSecond = 130407.3
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 1.25068359 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0099s; samplesPerSecond = 129733.2
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 1.31132812 * 1280; EvalClassificationError = 0.41640625 * 1280; time = 0.0099s; samplesPerSecond = 129330.8
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 1.25791016 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0099s; samplesPerSecond = 128704.0
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 1.13779297 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0098s; samplesPerSecond = 130670.9
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 1.21132813 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0098s; samplesPerSecond = 130863.3
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 1.19277344 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 1.21982422 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0098s; samplesPerSecond = 130823.2
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 1.25927734 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0098s; samplesPerSecond = 130731.0
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 1.17177734 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0102s; samplesPerSecond = 125911.1
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 1.22207031 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0101s; samplesPerSecond = 126507.2
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 1.28193359 * 1280; EvalClassificationError = 0.41328125 * 1280; time = 0.0098s; samplesPerSecond = 130625.6
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 1.25302734 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0100s; samplesPerSecond = 127511.6
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 1.22578125 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0101s; samplesPerSecond = 126678.7
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 1.23183594 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0098s; samplesPerSecond = 130819.2
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 1.19443359 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0098s; samplesPerSecond = 130940.9
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 1.24941406 * 1280; EvalClassificationError = 0.41953125 * 1280; time = 0.0098s; samplesPerSecond = 130189.8
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 1.18476563 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0098s; samplesPerSecond = 130218.9
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 1.24580078 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0100s; samplesPerSecond = 128244.9
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 1.23281250 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 1.20439453 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0103s; samplesPerSecond = 124616.7
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 1.21738281 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0102s; samplesPerSecond = 125233.6
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 1.21777344 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0098s; samplesPerSecond = 130776.4
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 1.30732422 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0103s; samplesPerSecond = 123943.3
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 1.20136719 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0099s; samplesPerSecond = 129776.6
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 1.26630859 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0098s; samplesPerSecond = 130851.2
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 1.17802734 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0101s; samplesPerSecond = 126596.0
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 1.27460938 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0098s; samplesPerSecond = 130132.9
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 1.23105469 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0098s; samplesPerSecond = 130238.8
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 1.23085938 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0098s; samplesPerSecond = 130594.9
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 1.20742188 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0099s; samplesPerSecond = 129393.6
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 1.24082031 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 1.17236328 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0099s; samplesPerSecond = 128864.7
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 1.27587891 * 1280; EvalClassificationError = 0.41171875 * 1280; time = 0.0098s; samplesPerSecond = 130285.2
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 1.21035156 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0102s; samplesPerSecond = 125709.6
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 1.16875000 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0098s; samplesPerSecond = 130714.9
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 1.15292969 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0098s; samplesPerSecond = 130735.0
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 1.24707031 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0099s; samplesPerSecond = 129803.0
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 1.21826172 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0099s; samplesPerSecond = 128806.3
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 1.27988281 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0098s; samplesPerSecond = 130923.5
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 1.16953125 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0098s; samplesPerSecond = 130839.2
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 1.20097656 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0099s; samplesPerSecond = 129362.2
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 1.22138672 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 1.17382812 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0098s; samplesPerSecond = 129969.0
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 1.23388672 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0098s; samplesPerSecond = 130102.5
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 1.23525391 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0100s; samplesPerSecond = 127713.9
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 1.23085938 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0098s; samplesPerSecond = 130936.9
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 1.23554688 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0098s; samplesPerSecond = 130576.3
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 1.25292969 * 1280; EvalClassificationError = 0.39765625 * 1280; time = 0.0099s; samplesPerSecond = 129402.7
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 1.25009766 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 1.21093750 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0098s; samplesPerSecond = 131033.4
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 1.24550781 * 1280; EvalClassificationError = 0.41093750 * 1280; time = 0.0100s; samplesPerSecond = 128215.4
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 1.25478516 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0098s; samplesPerSecond = 130203.0
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 1.14794922 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0098s; samplesPerSecond = 130669.6
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 1.27207031 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0100s; samplesPerSecond = 127927.1
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 1.27978516 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0098s; samplesPerSecond = 130817.8
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 1.19746094 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0098s; samplesPerSecond = 130293.2
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 1.20029297 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0099s; samplesPerSecond = 129901.8
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 1.23398437 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0098s; samplesPerSecond = 130710.9
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 1.22109375 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0099s; samplesPerSecond = 129921.5
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 1.25009766 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0098s; samplesPerSecond = 130947.6
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 1.24921875 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0098s; samplesPerSecond = 130789.7
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 1.22304688 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 131072.3
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 1.17236328 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0098s; samplesPerSecond = 130959.7
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 1.21220703 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0099s; samplesPerSecond = 129929.5
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 1.16708984 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0098s; samplesPerSecond = 130857.9
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 1.18183594 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0098s; samplesPerSecond = 130310.4
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 1.22167969 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0099s; samplesPerSecond = 129230.3
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 1.23886719 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0099s; samplesPerSecond = 128713.1
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 1.18925781 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0099s; samplesPerSecond = 128925.7
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 1.22324219 * 1280; EvalClassificationError = 0.40234375 * 1280; time = 0.0098s; samplesPerSecond = 130772.4
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 1.21103516 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0099s; samplesPerSecond = 128739.0
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 1.26523437 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0098s; samplesPerSecond = 130939.6
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 1.26992188 * 1280; EvalClassificationError = 0.41093750 * 1280; time = 0.0101s; samplesPerSecond = 127275.8
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 1.25947266 * 1280; EvalClassificationError = 0.39687500 * 1280; time = 0.0098s; samplesPerSecond = 130907.5
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 1.27373047 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0098s; samplesPerSecond = 130669.6
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 1.14023437 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0100s; samplesPerSecond = 128605.7
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 1.25488281 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0098s; samplesPerSecond = 130352.9
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 1.22119141 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0099s; samplesPerSecond = 129830.6
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 1.22148437 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0098s; samplesPerSecond = 130700.3
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 1.24130859 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0098s; samplesPerSecond = 130821.8
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 1.19277344 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0098s; samplesPerSecond = 130437.9
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 1.26044922 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0099s; samplesPerSecond = 129693.8
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 1.28408203 * 1280; EvalClassificationError = 0.42109375 * 1280; time = 0.0098s; samplesPerSecond = 130943.6
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 1.24277344 * 1280; EvalClassificationError = 0.40703125 * 1280; time = 0.0099s; samplesPerSecond = 129346.5
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 1.23994141 * 1280; EvalClassificationError = 0.39687500 * 1280; time = 0.0098s; samplesPerSecond = 130874.0
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 1.25322266 * 1280; EvalClassificationError = 0.39687500 * 1280; time = 0.0098s; samplesPerSecond = 130820.5
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 1.32128906 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0099s; samplesPerSecond = 129946.6
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 1.22187500 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0098s; samplesPerSecond = 130460.5
01/16/2018 22:32:33:  Epoch[ 6 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 1.21513672 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0101s; samplesPerSecond = 126782.9
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 1.23125000 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0098s; samplesPerSecond = 130087.9
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 1.20644531 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0099s; samplesPerSecond = 129096.0
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 1.27275391 * 1280; EvalClassificationError = 0.41250000 * 1280; time = 0.0098s; samplesPerSecond = 130681.6
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 1.23916016 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0099s; samplesPerSecond = 129557.3
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 1.19492187 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0098s; samplesPerSecond = 130456.5
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 1.16660156 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0098s; samplesPerSecond = 130764.4
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 1.26738281 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0098s; samplesPerSecond = 130825.8
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 1.21875000 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0098s; samplesPerSecond = 130617.6
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 1.20781250 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0100s; samplesPerSecond = 127909.2
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 1.14990234 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0098s; samplesPerSecond = 131175.8
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 1.26416016 * 1280; EvalClassificationError = 0.41328125 * 1280; time = 0.0098s; samplesPerSecond = 130503.0
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 1.19511719 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0100s; samplesPerSecond = 128157.6
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 1.18837891 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0098s; samplesPerSecond = 130979.8
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 1.19013672 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0099s; samplesPerSecond = 128910.1
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 1.25224609 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0098s; samplesPerSecond = 130119.6
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 1.19804687 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0098s; samplesPerSecond = 130821.8
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 1.25810547 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0098s; samplesPerSecond = 130704.3
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 1.25351562 * 1280; EvalClassificationError = 0.41875000 * 1280; time = 0.0098s; samplesPerSecond = 130644.2
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 1.24423828 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0100s; samplesPerSecond = 127650.2
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 1.23476563 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0098s; samplesPerSecond = 130452.5
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 1.27529297 * 1280; EvalClassificationError = 0.41953125 * 1280; time = 0.0098s; samplesPerSecond = 130957.0
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 1.22480469 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0101s; samplesPerSecond = 127245.4
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 1.20205078 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0100s; samplesPerSecond = 128144.8
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 1.22587891 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0098s; samplesPerSecond = 130394.0
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 1.23964844 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0099s; samplesPerSecond = 128904.9
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 1.19882812 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0098s; samplesPerSecond = 131002.6
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 1.20810547 * 1280; EvalClassificationError = 0.41250000 * 1280; time = 0.0098s; samplesPerSecond = 130973.1
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 1.21064453 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0098s; samplesPerSecond = 130269.3
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 1.26621094 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0098s; samplesPerSecond = 130496.4
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 1.23613281 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0098s; samplesPerSecond = 130222.9
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 1.21855469 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0106s; samplesPerSecond = 121060.8
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 1.20664062 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0098s; samplesPerSecond = 130258.7
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 1.18173828 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0098s; samplesPerSecond = 130395.4
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 1.21533203 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0103s; samplesPerSecond = 124824.5
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 1.22636719 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0098s; samplesPerSecond = 130856.6
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 1.29140625 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0100s; samplesPerSecond = 128111.5
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 1.27871094 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0098s; samplesPerSecond = 130740.3
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 1.16640625 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0098s; samplesPerSecond = 130585.6
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 1.20722656 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0099s; samplesPerSecond = 129321.7
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 1.19794922 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0101s; samplesPerSecond = 127058.5
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 1.23603516 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0098s; samplesPerSecond = 130935.6
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 1.27734375 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0098s; samplesPerSecond = 130485.8
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 1.26259766 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0098s; samplesPerSecond = 130939.6
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 1.25585938 * 1280; EvalClassificationError = 0.39687500 * 1280; time = 0.0100s; samplesPerSecond = 128447.0
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 1.22626953 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0098s; samplesPerSecond = 130303.8
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 1.21230469 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0098s; samplesPerSecond = 130825.8
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 1.25771484 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0098s; samplesPerSecond = 130896.7
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 1.17011719 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0098s; samplesPerSecond = 130414.0
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 1.20654297 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0098s; samplesPerSecond = 130847.2
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 1.24785156 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0099s; samplesPerSecond = 129822.7
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 1.17148437 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0098s; samplesPerSecond = 131139.5
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 1.24609375 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0098s; samplesPerSecond = 130731.0
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 1.23818359 * 1280; EvalClassificationError = 0.38593750 * 1280; time = 0.0098s; samplesPerSecond = 130305.1
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 1.23798828 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0098s; samplesPerSecond = 130906.1
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 1.20058594 * 1280; EvalClassificationError = 0.41250000 * 1280; time = 0.0098s; samplesPerSecond = 130433.9
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 1.18818359 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0099s; samplesPerSecond = 129801.6
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 1.23867188 * 1280; EvalClassificationError = 0.39687500 * 1280; time = 0.0098s; samplesPerSecond = 130189.8
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 1.14902344 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0098s; samplesPerSecond = 130489.7
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 1.18417969 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0100s; samplesPerSecond = 128291.2
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 1.20820313 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0098s; samplesPerSecond = 130884.7
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 1.12998047 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0098s; samplesPerSecond = 130528.3
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 1.22968750 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0098s; samplesPerSecond = 130380.8
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 1.21279297 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0099s; samplesPerSecond = 128801.1
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 1.27080078 * 1280; EvalClassificationError = 0.41796875 * 1280; time = 0.0100s; samplesPerSecond = 128241.1
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 1.25703125 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0099s; samplesPerSecond = 128683.3
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 1.22167969 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0102s; samplesPerSecond = 125168.7
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 1.26201172 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0099s; samplesPerSecond = 129417.1
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 1.26699219 * 1280; EvalClassificationError = 0.41484375 * 1280; time = 0.0098s; samplesPerSecond = 130248.1
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 1.27519531 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0099s; samplesPerSecond = 129758.2
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 1.20341797 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0100s; samplesPerSecond = 128084.5
01/16/2018 22:32:34:  Epoch[ 6 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 1.22705078 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0098s; samplesPerSecond = 130620.2
01/16/2018 22:32:34: Finished Epoch[ 6 of 25]: [Training] CrossEntropyWithSoftmax = 1.23208429 * 1124823; EvalClassificationError = 0.39194700 * 1124823; totalSamplesSeen = 6748938; learningRatePerSample = 0.0078125; epochTime=8.90084s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:32:35: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.34273495 * 122487; perplexity = 3.82950268; EvalClassificationError = 0.42277140 * 122487
01/16/2018 22:32:35: Finished Epoch[ 6 of 25]: [Validate] CrossEntropyWithSoftmax = 1.34273495 * 122487; EvalClassificationError = 0.42277140 * 122487
01/16/2018 22:32:35: SGD: Saving checkpoint model '/tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.6'

01/16/2018 22:32:35: Starting Epoch 7: learning rate per sample = 0.007812  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 6: frames [6748938..7873761] (first utterance at frame 6748938), data subset 0 of 1, with 1 datapasses

01/16/2018 22:32:35: Starting minibatch loop.
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 1.19850931 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0167s; samplesPerSecond = 76722.1
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 1.15622168 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0104s; samplesPerSecond = 123422.3
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 1.13058128 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0100s; samplesPerSecond = 127715.2
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 1.12910957 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0100s; samplesPerSecond = 128612.2
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 1.15390663 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0099s; samplesPerSecond = 128901.0
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 1.18640709 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0103s; samplesPerSecond = 124733.2
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 1.15803604 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0099s; samplesPerSecond = 129897.8
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 1.12136459 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0098s; samplesPerSecond = 131100.5
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 1.15049133 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0098s; samplesPerSecond = 130674.9
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 1.18752899 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0100s; samplesPerSecond = 127850.4
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 1.21268005 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0101s; samplesPerSecond = 126581.0
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 1.16135788 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0098s; samplesPerSecond = 130759.0
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 1.15929260 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0100s; samplesPerSecond = 127818.5
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 1.16247711 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0099s; samplesPerSecond = 129312.5
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 1.24408722 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0098s; samplesPerSecond = 130565.6
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 1.17019653 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0102s; samplesPerSecond = 125075.7
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 1.16423492 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0099s; samplesPerSecond = 128689.8
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 1.16993713 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0098s; samplesPerSecond = 130593.6
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 1.14271545 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0099s; samplesPerSecond = 129654.4
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 1.19680939 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0104s; samplesPerSecond = 123286.7
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 1.19395142 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 130390.0
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 1.17410889 * 1280; EvalClassificationError = 0.40234375 * 1280; time = 0.0099s; samplesPerSecond = 128717.0
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 1.23129272 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0098s; samplesPerSecond = 130548.3
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 1.15041504 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0100s; samplesPerSecond = 127713.9
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 1.14593506 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0099s; samplesPerSecond = 128888.0
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 1.14306335 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0098s; samplesPerSecond = 130523.0
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 1.18226929 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0100s; samplesPerSecond = 127766.2
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 1.19357605 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0101s; samplesPerSecond = 126794.2
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 1.14131470 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0098s; samplesPerSecond = 130040.3
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 1.14730530 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0099s; samplesPerSecond = 129855.6
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 1.12743225 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0102s; samplesPerSecond = 126041.3
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 1.10966187 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0098s; samplesPerSecond = 130629.6
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 1.17444458 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0098s; samplesPerSecond = 130065.4
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 1.22180786 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0098s; samplesPerSecond = 130732.3
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 1.14941101 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0098s; samplesPerSecond = 130290.5
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 1.18833923 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0113s; samplesPerSecond = 113762.6
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 1.26254883 * 1280; EvalClassificationError = 0.41406250 * 1280; time = 0.0098s; samplesPerSecond = 129994.1
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 1.20030823 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0098s; samplesPerSecond = 130411.3
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 1.13201599 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0099s; samplesPerSecond = 129274.6
01/16/2018 22:32:35:  Epoch[ 7 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 1.17261963 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0098s; samplesPerSecond = 130293.2
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 1.19913025 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0102s; samplesPerSecond = 125729.3
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 1.18512573 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0099s; samplesPerSecond = 129758.2
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 1.15848083 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 1.21011353 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0100s; samplesPerSecond = 127377.1
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 1.16237183 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0101s; samplesPerSecond = 127145.6
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 1.18621216 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 130541.6
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 1.14755859 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0100s; samplesPerSecond = 128381.3
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 1.20880737 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0100s; samplesPerSecond = 128120.4
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 1.24377441 * 1280; EvalClassificationError = 0.39687500 * 1280; time = 0.0098s; samplesPerSecond = 130807.1
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 1.17741699 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0099s; samplesPerSecond = 129559.9
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 1.18067627 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0098s; samplesPerSecond = 130706.9
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 1.19013062 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0101s; samplesPerSecond = 126200.4
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 1.22114258 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0099s; samplesPerSecond = 129477.3
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 1.18458252 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0099s; samplesPerSecond = 129830.6
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 1.10355835 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0099s; samplesPerSecond = 128845.2
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 1.22275391 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0102s; samplesPerSecond = 125773.8
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 1.17841797 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0098s; samplesPerSecond = 130768.4
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 1.15686646 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0098s; samplesPerSecond = 130303.8
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 1.14014282 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0099s; samplesPerSecond = 128923.1
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 1.17646484 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0099s; samplesPerSecond = 128867.3
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 1.22607422 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0101s; samplesPerSecond = 127083.7
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 1.26035767 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0098s; samplesPerSecond = 130817.8
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 1.16352539 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0098s; samplesPerSecond = 130539.0
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 1.16392212 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0099s; samplesPerSecond = 129562.5
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 1.15173950 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0098s; samplesPerSecond = 130678.9
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 1.23375244 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0101s; samplesPerSecond = 126593.5
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 1.23934326 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0100s; samplesPerSecond = 127855.5
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 1.22065430 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0098s; samplesPerSecond = 130816.5
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 1.20635376 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0100s; samplesPerSecond = 128485.7
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 1.13047485 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0154s; samplesPerSecond = 83027.4
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 1.16259155 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0098s; samplesPerSecond = 130541.6
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 1.19200439 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0098s; samplesPerSecond = 131100.5
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 1.21818848 * 1280; EvalClassificationError = 0.38593750 * 1280; time = 0.0098s; samplesPerSecond = 130912.8
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 1.24477539 * 1280; EvalClassificationError = 0.40234375 * 1280; time = 0.0098s; samplesPerSecond = 130374.1
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 1.16522217 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0098s; samplesPerSecond = 130563.0
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 1.23122559 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0101s; samplesPerSecond = 127103.9
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 1.25490723 * 1280; EvalClassificationError = 0.41640625 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 1.14408569 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0099s; samplesPerSecond = 129435.4
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 1.14337158 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0098s; samplesPerSecond = 130131.6
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 1.14617310 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0098s; samplesPerSecond = 130986.5
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 1.15122070 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0099s; samplesPerSecond = 129182.0
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 1.24501953 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0098s; samplesPerSecond = 131144.9
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 1.22770386 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0098s; samplesPerSecond = 131021.4
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 1.17568970 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0098s; samplesPerSecond = 130990.5
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 1.21343994 * 1280; EvalClassificationError = 0.39687500 * 1280; time = 0.0098s; samplesPerSecond = 130935.6
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 1.15319214 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0104s; samplesPerSecond = 122600.7
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 1.19180298 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0100s; samplesPerSecond = 127682.1
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 1.20455322 * 1280; EvalClassificationError = 0.38593750 * 1280; time = 0.0098s; samplesPerSecond = 130505.7
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 1.19647217 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0098s; samplesPerSecond = 130485.8
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 1.12670898 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0099s; samplesPerSecond = 129524.5
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 1.13404541 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0099s; samplesPerSecond = 129238.1
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 1.19472656 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0098s; samplesPerSecond = 130809.8
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 1.15704346 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0098s; samplesPerSecond = 130760.4
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 1.16243896 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0098s; samplesPerSecond = 130469.8
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 1.19840088 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0100s; samplesPerSecond = 128119.2
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 1.14483643 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 131058.9
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 1.19580078 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0098s; samplesPerSecond = 131115.3
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 1.20989990 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0098s; samplesPerSecond = 131274.0
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 1.21816406 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0097s; samplesPerSecond = 131373.7
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 1.16413574 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0098s; samplesPerSecond = 131080.4
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 1.22374268 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0099s; samplesPerSecond = 129277.3
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 1.24661865 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0098s; samplesPerSecond = 131150.2
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 1.21054687 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0098s; samplesPerSecond = 130586.9
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 1.23194580 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0098s; samplesPerSecond = 130871.3
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 1.21116943 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0098s; samplesPerSecond = 131036.1
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 1.17615967 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0101s; samplesPerSecond = 126374.8
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 1.15687256 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0098s; samplesPerSecond = 131124.7
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 1.17219238 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0100s; samplesPerSecond = 128010.2
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 1.17961426 * 1280; EvalClassificationError = 0.38593750 * 1280; time = 0.0099s; samplesPerSecond = 129242.0
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 1.14516602 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0098s; samplesPerSecond = 131171.7
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 1.20015869 * 1280; EvalClassificationError = 0.38593750 * 1280; time = 0.0101s; samplesPerSecond = 126806.7
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 1.20393066 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0099s; samplesPerSecond = 129653.1
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 1.24716797 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0098s; samplesPerSecond = 131251.1
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 1.17047119 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0099s; samplesPerSecond = 129895.2
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 1.14857178 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0101s; samplesPerSecond = 126884.7
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 1.07302246 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 131077.7
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 1.20870361 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0098s; samplesPerSecond = 130744.3
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 1.17326660 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0098s; samplesPerSecond = 131068.3
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 1.18729248 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0098s; samplesPerSecond = 130453.8
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 1.18574219 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0100s; samplesPerSecond = 128156.4
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 1.21987305 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0098s; samplesPerSecond = 131205.3
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 1.23566895 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0099s; samplesPerSecond = 129657.0
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 1.13482666 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0099s; samplesPerSecond = 129235.5
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 1.24700928 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0098s; samplesPerSecond = 130943.6
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 1.21928711 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0099s; samplesPerSecond = 129851.7
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 1.13652344 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0101s; samplesPerSecond = 127021.9
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 1.14691162 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0098s; samplesPerSecond = 130856.6
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 1.15032959 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130465.8
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 1.22585449 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0098s; samplesPerSecond = 131053.5
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 1.15811768 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0098s; samplesPerSecond = 130954.3
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 1.18663330 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0099s; samplesPerSecond = 129482.6
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 1.21938477 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0098s; samplesPerSecond = 130761.7
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 1.15732422 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0098s; samplesPerSecond = 130876.7
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 1.19624023 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0098s; samplesPerSecond = 130668.2
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 1.15607910 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0098s; samplesPerSecond = 131005.3
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 1.16956787 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0098s; samplesPerSecond = 130196.4
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 1.04885254 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0097s; samplesPerSecond = 131379.1
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 1.13740234 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0098s; samplesPerSecond = 130509.7
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 1.24401855 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0098s; samplesPerSecond = 130817.8
01/16/2018 22:32:36:  Epoch[ 7 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 1.19827881 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0098s; samplesPerSecond = 130883.4
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 1.13461914 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0098s; samplesPerSecond = 130923.5
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 1.11108398 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0098s; samplesPerSecond = 130504.4
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 1.13562012 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0098s; samplesPerSecond = 130886.0
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 1.18259277 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0098s; samplesPerSecond = 130828.5
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 1.21180420 * 1280; EvalClassificationError = 0.39687500 * 1280; time = 0.0099s; samplesPerSecond = 128702.7
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 1.11922607 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0098s; samplesPerSecond = 130898.1
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 1.22302246 * 1280; EvalClassificationError = 0.39765625 * 1280; time = 0.0098s; samplesPerSecond = 131058.9
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 1.25009766 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0098s; samplesPerSecond = 131146.2
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 1.21524658 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0098s; samplesPerSecond = 129953.2
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 1.13808594 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0098s; samplesPerSecond = 130275.9
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 1.18250732 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0098s; samplesPerSecond = 130525.7
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 1.22358398 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0098s; samplesPerSecond = 131030.7
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 1.21397705 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0098s; samplesPerSecond = 131029.4
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 1.16055908 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0099s; samplesPerSecond = 129362.2
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 1.20354004 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0098s; samplesPerSecond = 131045.5
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 1.16185303 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0100s; samplesPerSecond = 127685.9
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 1.20161133 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0098s; samplesPerSecond = 130578.9
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 1.15177002 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0098s; samplesPerSecond = 131099.2
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 1.16613770 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0098s; samplesPerSecond = 130765.7
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 1.23179932 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0098s; samplesPerSecond = 129999.4
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 1.18077393 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0120s; samplesPerSecond = 106860.8
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 1.23825684 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0098s; samplesPerSecond = 130938.3
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 1.12535400 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0098s; samplesPerSecond = 130700.3
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 1.18459473 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0099s; samplesPerSecond = 128827.1
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 1.19377441 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0098s; samplesPerSecond = 131119.3
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 1.19443359 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0099s; samplesPerSecond = 128982.8
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 1.23544922 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0098s; samplesPerSecond = 131124.7
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 1.21452637 * 1280; EvalClassificationError = 0.39765625 * 1280; time = 0.0098s; samplesPerSecond = 131147.5
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 1.19964600 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0098s; samplesPerSecond = 130269.3
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 1.16741943 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0099s; samplesPerSecond = 129196.4
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 1.14566650 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0098s; samplesPerSecond = 130582.9
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 1.11441650 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0098s; samplesPerSecond = 130820.5
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 1.21599121 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0098s; samplesPerSecond = 130813.8
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 1.22724609 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0097s; samplesPerSecond = 131300.9
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 1.18657227 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0098s; samplesPerSecond = 131012.0
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 1.19609375 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0098s; samplesPerSecond = 130606.9
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 1.21953125 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0099s; samplesPerSecond = 128854.3
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 1.13308105 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0101s; samplesPerSecond = 127100.1
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 1.20798340 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0098s; samplesPerSecond = 130313.1
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 1.20944824 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0099s; samplesPerSecond = 129737.2
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 1.20739746 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0116s; samplesPerSecond = 110308.7
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 1.16796875 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0103s; samplesPerSecond = 123806.7
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 1.16596680 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0099s; samplesPerSecond = 129696.4
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 1.20700684 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0098s; samplesPerSecond = 130708.3
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 1.21669922 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0098s; samplesPerSecond = 130720.3
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 1.17111816 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0101s; samplesPerSecond = 127116.5
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 1.19951172 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0101s; samplesPerSecond = 127034.5
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 1.15788574 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0098s; samplesPerSecond = 131103.2
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 1.18000488 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0098s; samplesPerSecond = 130253.4
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 1.22292480 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0098s; samplesPerSecond = 131255.1
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 1.21494141 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0101s; samplesPerSecond = 126212.8
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 1.17683105 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0099s; samplesPerSecond = 129256.4
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 1.23808594 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0098s; samplesPerSecond = 131052.2
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 1.14702148 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0098s; samplesPerSecond = 131095.2
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 1.20229492 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0098s; samplesPerSecond = 130614.9
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 1.18315430 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0098s; samplesPerSecond = 130541.6
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 1.26662598 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0098s; samplesPerSecond = 130590.9
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 1.19890137 * 1280; EvalClassificationError = 0.39687500 * 1280; time = 0.0098s; samplesPerSecond = 131033.4
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 1.12370605 * 1280; EvalClassificationError = 0.36015625 * 1280; time = 0.0098s; samplesPerSecond = 130111.7
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 1.19570313 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 131058.9
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 1.16308594 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0098s; samplesPerSecond = 130152.7
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 1.13930664 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0100s; samplesPerSecond = 128138.4
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 1.13654785 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0098s; samplesPerSecond = 130445.9
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 1.20275879 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0098s; samplesPerSecond = 131108.6
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 1.27160645 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0098s; samplesPerSecond = 130677.6
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 1.12370605 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0099s; samplesPerSecond = 129924.2
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 1.19882812 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0098s; samplesPerSecond = 131092.5
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 1.09414063 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 130811.1
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 1.12470703 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0098s; samplesPerSecond = 131230.9
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 1.22043457 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0098s; samplesPerSecond = 130495.1
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 1.21345215 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0098s; samplesPerSecond = 130955.7
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 1.25942383 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0098s; samplesPerSecond = 131217.5
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 1.15021973 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0098s; samplesPerSecond = 130524.3
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 1.18779297 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0098s; samplesPerSecond = 130855.3
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 1.17363281 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0098s; samplesPerSecond = 130971.7
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 1.21093750 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0099s; samplesPerSecond = 129145.5
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 1.17998047 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0098s; samplesPerSecond = 130150.1
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 1.14406738 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0098s; samplesPerSecond = 130727.0
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 1.19516602 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0098s; samplesPerSecond = 130705.6
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 1.22636719 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0098s; samplesPerSecond = 130874.0
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 1.19091797 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0102s; samplesPerSecond = 124893.9
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 1.18942871 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0098s; samplesPerSecond = 130356.9
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 1.15202637 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0098s; samplesPerSecond = 130841.9
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 1.20402832 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0098s; samplesPerSecond = 131033.4
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 1.22683105 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0098s; samplesPerSecond = 131136.8
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 1.13701172 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0098s; samplesPerSecond = 130807.1
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 1.15822754 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0099s; samplesPerSecond = 128858.2
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 1.17656250 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0097s; samplesPerSecond = 131288.8
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 1.18015137 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0099s; samplesPerSecond = 129028.4
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 1.20451660 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0099s; samplesPerSecond = 129546.8
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 1.21162109 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0098s; samplesPerSecond = 130747.0
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 1.17453613 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0102s; samplesPerSecond = 125028.1
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 1.21594238 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0098s; samplesPerSecond = 130848.6
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 1.22983398 * 1280; EvalClassificationError = 0.40390625 * 1280; time = 0.0098s; samplesPerSecond = 130589.6
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 1.26813965 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0098s; samplesPerSecond = 130083.9
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 1.26081543 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0101s; samplesPerSecond = 126348.6
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 1.17548828 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 129954.5
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 1.20485840 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0098s; samplesPerSecond = 130364.8
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 1.19946289 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0098s; samplesPerSecond = 131081.7
01/16/2018 22:32:37:  Epoch[ 7 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 1.11738281 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0098s; samplesPerSecond = 130666.9
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 1.23391113 * 1280; EvalClassificationError = 0.40390625 * 1280; time = 0.0101s; samplesPerSecond = 127024.5
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 1.15869141 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0098s; samplesPerSecond = 130785.7
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 1.17553711 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0097s; samplesPerSecond = 131349.4
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 1.17075195 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0098s; samplesPerSecond = 130950.3
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 1.11079102 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0098s; samplesPerSecond = 131064.3
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 1.15869141 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0099s; samplesPerSecond = 129600.6
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 1.25471191 * 1280; EvalClassificationError = 0.40703125 * 1280; time = 0.0098s; samplesPerSecond = 130629.6
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 1.16767578 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0098s; samplesPerSecond = 130852.6
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 1.15537109 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 130926.2
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 1.19111328 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0098s; samplesPerSecond = 131065.6
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 1.16613770 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0098s; samplesPerSecond = 130731.0
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 1.23666992 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0101s; samplesPerSecond = 127258.1
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 1.18208008 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0098s; samplesPerSecond = 131200.0
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 1.14248047 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0098s; samplesPerSecond = 130626.9
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 1.20405273 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0098s; samplesPerSecond = 130903.4
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 1.14731445 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0098s; samplesPerSecond = 131077.7
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 1.17802734 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0100s; samplesPerSecond = 127595.5
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 1.20122070 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0098s; samplesPerSecond = 130780.4
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 1.17016602 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0098s; samplesPerSecond = 130376.8
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 1.17385254 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 130290.5
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 1.24721680 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0099s; samplesPerSecond = 129678.0
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 1.18312988 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0101s; samplesPerSecond = 127342.9
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 1.16669922 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0100s; samplesPerSecond = 128432.8
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 1.17436523 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 131240.3
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 1.18984375 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0100s; samplesPerSecond = 127815.9
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 1.22021484 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0099s; samplesPerSecond = 128916.6
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 1.20239258 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0098s; samplesPerSecond = 130763.0
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 1.13137207 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0098s; samplesPerSecond = 131182.5
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 1.18564453 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0100s; samplesPerSecond = 128239.8
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 1.13154297 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0098s; samplesPerSecond = 131197.3
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 1.17333984 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 130969.1
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 1.17199707 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0098s; samplesPerSecond = 130872.7
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 1.21174316 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0098s; samplesPerSecond = 131044.2
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 1.13017578 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0098s; samplesPerSecond = 130307.8
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 1.18547363 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0098s; samplesPerSecond = 131072.3
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 1.17163086 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0098s; samplesPerSecond = 131076.4
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 1.16674805 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0102s; samplesPerSecond = 126051.2
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 1.18503418 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0098s; samplesPerSecond = 130875.3
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 1.24997559 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0100s; samplesPerSecond = 127663.0
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 1.12326660 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0099s; samplesPerSecond = 129828.0
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 1.16613770 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0098s; samplesPerSecond = 131017.3
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 1.12702637 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0098s; samplesPerSecond = 130938.3
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 1.18024902 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0098s; samplesPerSecond = 131201.3
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 1.26643066 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0098s; samplesPerSecond = 131131.4
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 1.21345215 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0099s; samplesPerSecond = 129759.5
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 1.18115234 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0098s; samplesPerSecond = 130895.4
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 1.17705078 * 1280; EvalClassificationError = 0.39765625 * 1280; time = 0.0101s; samplesPerSecond = 126632.4
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 1.15937500 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0099s; samplesPerSecond = 128823.2
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 1.17194824 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0098s; samplesPerSecond = 131234.9
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 1.23347168 * 1280; EvalClassificationError = 0.39687500 * 1280; time = 0.0098s; samplesPerSecond = 130840.5
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 1.14392090 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0098s; samplesPerSecond = 131197.3
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 1.23349609 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0098s; samplesPerSecond = 130985.2
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 1.06118164 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0098s; samplesPerSecond = 131229.6
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 1.16411133 * 1280; EvalClassificationError = 0.36015625 * 1280; time = 0.0098s; samplesPerSecond = 130658.9
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 1.23181152 * 1280; EvalClassificationError = 0.40234375 * 1280; time = 0.0098s; samplesPerSecond = 130471.1
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 1.21120605 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0104s; samplesPerSecond = 123333.1
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 1.14611816 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0099s; samplesPerSecond = 129645.2
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 1.23696289 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0098s; samplesPerSecond = 130792.4
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 1.19895020 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0098s; samplesPerSecond = 130543.0
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 1.20759277 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0098s; samplesPerSecond = 130689.6
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 1.15136719 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 130704.3
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 1.20563965 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0098s; samplesPerSecond = 130682.9
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 1.17829590 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0098s; samplesPerSecond = 131234.9
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 1.20178223 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0098s; samplesPerSecond = 131169.0
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 1.13745117 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0099s; samplesPerSecond = 129504.8
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 1.21059570 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 131054.9
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 1.11069336 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0102s; samplesPerSecond = 125974.3
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 1.23630371 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0098s; samplesPerSecond = 131135.4
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 1.22485352 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0098s; samplesPerSecond = 130303.8
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 1.16337891 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0098s; samplesPerSecond = 130884.7
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 1.18393555 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0098s; samplesPerSecond = 130943.6
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 1.17209473 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0101s; samplesPerSecond = 126728.9
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 1.21467285 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0098s; samplesPerSecond = 130998.6
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 1.18439941 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0098s; samplesPerSecond = 130789.7
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 1.15136719 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0098s; samplesPerSecond = 130849.9
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 1.21386719 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0098s; samplesPerSecond = 130908.8
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 1.15727539 * 1280; EvalClassificationError = 0.38593750 * 1280; time = 0.0099s; samplesPerSecond = 129329.5
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 1.18671875 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0098s; samplesPerSecond = 131228.2
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 1.23837891 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0097s; samplesPerSecond = 131287.4
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 1.23222656 * 1280; EvalClassificationError = 0.39765625 * 1280; time = 0.0098s; samplesPerSecond = 131002.6
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 1.18344727 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0101s; samplesPerSecond = 126414.8
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 1.22329102 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0098s; samplesPerSecond = 130938.3
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 1.21250000 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0098s; samplesPerSecond = 130915.5
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 1.13186035 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0098s; samplesPerSecond = 130874.0
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 1.13232422 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 131280.7
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 1.17141113 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0098s; samplesPerSecond = 131152.9
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 1.21184082 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0098s; samplesPerSecond = 130674.9
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 1.11074219 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0101s; samplesPerSecond = 127225.2
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 1.26574707 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0098s; samplesPerSecond = 130447.2
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 1.15705566 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0098s; samplesPerSecond = 130528.3
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 1.19760742 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0098s; samplesPerSecond = 130102.5
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 1.23996582 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0098s; samplesPerSecond = 130032.4
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 1.17568359 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0098s; samplesPerSecond = 130950.3
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 1.15615234 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0098s; samplesPerSecond = 130585.6
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 1.12873535 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0097s; samplesPerSecond = 131291.5
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 1.20097656 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0098s; samplesPerSecond = 131114.0
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 1.19841309 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0098s; samplesPerSecond = 130970.4
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 1.19643555 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0098s; samplesPerSecond = 131062.9
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 1.09956055 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0098s; samplesPerSecond = 130455.2
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 1.15175781 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0098s; samplesPerSecond = 130329.0
01/16/2018 22:32:38:  Epoch[ 7 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 1.19062500 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0098s; samplesPerSecond = 130213.6
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 1.22607422 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0100s; samplesPerSecond = 128209.0
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 1.19311523 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0098s; samplesPerSecond = 130208.3
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 1.19982910 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0098s; samplesPerSecond = 131214.8
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 1.20891113 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0098s; samplesPerSecond = 131142.2
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 1.18615723 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0097s; samplesPerSecond = 131288.8
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 1.19445801 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0098s; samplesPerSecond = 130867.3
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 1.19770508 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0098s; samplesPerSecond = 131120.7
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 1.14682617 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 130485.8
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 1.11997070 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0097s; samplesPerSecond = 131298.2
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 1.19609375 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0098s; samplesPerSecond = 131002.6
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 1.21713867 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0097s; samplesPerSecond = 131288.8
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 1.11357422 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0099s; samplesPerSecond = 129034.9
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 1.14018555 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0098s; samplesPerSecond = 130862.0
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 1.18706055 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0098s; samplesPerSecond = 131085.8
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 1.21020508 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0099s; samplesPerSecond = 128963.4
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 1.22822266 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0098s; samplesPerSecond = 130926.2
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 1.17382812 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0099s; samplesPerSecond = 129532.4
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 1.16264648 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0098s; samplesPerSecond = 131084.4
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 1.28525391 * 1280; EvalClassificationError = 0.42031250 * 1280; time = 0.0097s; samplesPerSecond = 131407.4
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 1.20883789 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0098s; samplesPerSecond = 130985.2
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 1.11811523 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0100s; samplesPerSecond = 127448.1
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 1.17514648 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0097s; samplesPerSecond = 131371.0
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 1.21445312 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0098s; samplesPerSecond = 131088.4
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 1.14165039 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0098s; samplesPerSecond = 131128.7
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 1.13125000 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0098s; samplesPerSecond = 130851.2
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 1.21166992 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0099s; samplesPerSecond = 129949.2
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 1.23139648 * 1280; EvalClassificationError = 0.39687500 * 1280; time = 0.0098s; samplesPerSecond = 131271.3
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 1.12993164 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 1.15151367 * 1280; EvalClassificationError = 0.36015625 * 1280; time = 0.0098s; samplesPerSecond = 130927.5
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 1.19633789 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0098s; samplesPerSecond = 131272.6
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 1.19165039 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0098s; samplesPerSecond = 131124.7
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 1.22646484 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0098s; samplesPerSecond = 130271.9
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 1.19501953 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0098s; samplesPerSecond = 129990.1
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 1.18452148 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0098s; samplesPerSecond = 130597.6
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 1.21142578 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 1.16660156 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0098s; samplesPerSecond = 129996.8
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 1.20336914 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0099s; samplesPerSecond = 128700.1
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 1.14169922 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0098s; samplesPerSecond = 131017.3
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 1.19155273 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0098s; samplesPerSecond = 131139.5
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 1.22207031 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0098s; samplesPerSecond = 130285.2
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 1.20097656 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0098s; samplesPerSecond = 131107.2
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 1.21000977 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0101s; samplesPerSecond = 126629.9
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 1.19067383 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 130903.4
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 1.22963867 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0099s; samplesPerSecond = 129516.6
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 1.19086914 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0098s; samplesPerSecond = 130990.5
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 1.18422852 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0098s; samplesPerSecond = 131103.2
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 1.20644531 * 1280; EvalClassificationError = 0.40703125 * 1280; time = 0.0098s; samplesPerSecond = 130568.3
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 1.20815430 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0098s; samplesPerSecond = 131052.2
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 1.18037109 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0098s; samplesPerSecond = 131146.2
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 1.17602539 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0098s; samplesPerSecond = 131037.4
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 1.16542969 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0098s; samplesPerSecond = 130759.0
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 1.17685547 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0100s; samplesPerSecond = 128010.2
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 1.11694336 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0099s; samplesPerSecond = 129682.0
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 1.21020508 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0098s; samplesPerSecond = 130934.2
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 1.13154297 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0098s; samplesPerSecond = 130461.8
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 1.24741211 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0100s; samplesPerSecond = 127814.7
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 1.20146484 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0098s; samplesPerSecond = 131127.4
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 1.22646484 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0098s; samplesPerSecond = 130809.8
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 1.22954102 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0098s; samplesPerSecond = 131083.1
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 1.13686523 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0098s; samplesPerSecond = 130892.7
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 1.19741211 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0098s; samplesPerSecond = 130684.3
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 1.12124023 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0098s; samplesPerSecond = 130517.7
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 1.20771484 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0100s; samplesPerSecond = 128408.3
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 1.18417969 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0098s; samplesPerSecond = 130677.6
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 1.14868164 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0098s; samplesPerSecond = 131045.5
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 1.18588867 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0098s; samplesPerSecond = 131112.6
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 1.21162109 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0100s; samplesPerSecond = 128600.6
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 1.21142578 * 1280; EvalClassificationError = 0.38593750 * 1280; time = 0.0098s; samplesPerSecond = 131092.5
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 1.15732422 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0098s; samplesPerSecond = 130868.6
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 1.18500977 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0098s; samplesPerSecond = 130698.9
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 1.15625000 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0098s; samplesPerSecond = 130812.5
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 1.20883789 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0099s; samplesPerSecond = 128740.3
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 1.22192383 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0098s; samplesPerSecond = 130817.8
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 1.14179688 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0100s; samplesPerSecond = 127915.6
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 1.22885742 * 1280; EvalClassificationError = 0.38593750 * 1280; time = 0.0098s; samplesPerSecond = 130653.6
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 1.16191406 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0098s; samplesPerSecond = 130891.4
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 1.22333984 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0099s; samplesPerSecond = 129728.0
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 1.22509766 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0099s; samplesPerSecond = 129425.0
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 1.12094727 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0097s; samplesPerSecond = 131345.4
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 1.19853516 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0098s; samplesPerSecond = 131169.0
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 1.21508789 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0098s; samplesPerSecond = 131218.8
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 1.12768555 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0098s; samplesPerSecond = 131155.6
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 1.20209961 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0103s; samplesPerSecond = 123920.5
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 1.22519531 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0098s; samplesPerSecond = 131150.2
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 1.14614258 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0098s; samplesPerSecond = 131108.6
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 1.18491211 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0098s; samplesPerSecond = 131120.7
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 1.17255859 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0098s; samplesPerSecond = 130949.0
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 1.20942383 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0098s; samplesPerSecond = 130130.2
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 1.11660156 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0098s; samplesPerSecond = 130958.3
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 1.18066406 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0098s; samplesPerSecond = 130967.7
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 1.11811523 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0098s; samplesPerSecond = 131175.8
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 1.11455078 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0097s; samplesPerSecond = 131298.2
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 1.18886719 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0103s; samplesPerSecond = 124657.9
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 1.23867188 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0098s; samplesPerSecond = 130297.1
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 1.18251953 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0098s; samplesPerSecond = 130888.7
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 1.15659180 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0098s; samplesPerSecond = 131249.7
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 1.13930664 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0099s; samplesPerSecond = 129235.5
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 1.11855469 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0098s; samplesPerSecond = 131198.6
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 1.16333008 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0098s; samplesPerSecond = 130310.4
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 1.18950195 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0098s; samplesPerSecond = 131050.9
01/16/2018 22:32:39:  Epoch[ 7 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 1.16235352 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0098s; samplesPerSecond = 131162.3
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 1.24213867 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0097s; samplesPerSecond = 131415.5
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 1.17729492 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0099s; samplesPerSecond = 129600.6
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 1.15087891 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0098s; samplesPerSecond = 130456.5
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 1.15751953 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0098s; samplesPerSecond = 130820.5
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 1.12460937 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0098s; samplesPerSecond = 131147.5
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 1.23388672 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0098s; samplesPerSecond = 130852.6
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 1.17128906 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0098s; samplesPerSecond = 131104.6
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 1.14208984 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0098s; samplesPerSecond = 131132.8
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 1.19389648 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0098s; samplesPerSecond = 131158.3
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 1.22631836 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0098s; samplesPerSecond = 131134.1
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 1.14062500 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0098s; samplesPerSecond = 130887.4
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 1.18007813 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0098s; samplesPerSecond = 130954.3
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 1.23100586 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0098s; samplesPerSecond = 130987.8
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 1.17910156 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0098s; samplesPerSecond = 131272.6
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 1.24150391 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0098s; samplesPerSecond = 131269.9
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 1.21469727 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0098s; samplesPerSecond = 131143.5
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 1.19521484 * 1280; EvalClassificationError = 0.38593750 * 1280; time = 0.0100s; samplesPerSecond = 128256.5
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 1.23188477 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0098s; samplesPerSecond = 130319.7
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 1.23828125 * 1280; EvalClassificationError = 0.40390625 * 1280; time = 0.0098s; samplesPerSecond = 131179.8
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 1.26333008 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0098s; samplesPerSecond = 131002.6
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 1.14687500 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0098s; samplesPerSecond = 130717.6
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 1.24121094 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0099s; samplesPerSecond = 129733.2
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 1.14599609 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0137s; samplesPerSecond = 93589.1
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 1.14731445 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0098s; samplesPerSecond = 130859.3
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 1.10322266 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0098s; samplesPerSecond = 131016.0
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 1.14140625 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0099s; samplesPerSecond = 129371.3
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 1.23540039 * 1280; EvalClassificationError = 0.41562500 * 1280; time = 0.0098s; samplesPerSecond = 130882.0
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 1.14877930 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0098s; samplesPerSecond = 131044.2
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 1.22778320 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0097s; samplesPerSecond = 131353.5
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 1.17265625 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0098s; samplesPerSecond = 131224.2
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 1.19697266 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0098s; samplesPerSecond = 131060.3
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 1.16059570 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0098s; samplesPerSecond = 130570.9
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 1.16772461 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0097s; samplesPerSecond = 131304.9
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 1.20219727 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0098s; samplesPerSecond = 131185.2
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 1.11318359 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0097s; samplesPerSecond = 131318.4
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 1.11411133 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0097s; samplesPerSecond = 131298.2
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 1.13422852 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0100s; samplesPerSecond = 127993.6
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 1.18115234 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0098s; samplesPerSecond = 131152.9
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 1.22119141 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0098s; samplesPerSecond = 131105.9
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 1.16230469 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0100s; samplesPerSecond = 128283.5
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 1.28403320 * 1280; EvalClassificationError = 0.42421875 * 1280; time = 0.0098s; samplesPerSecond = 130977.1
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 1.16772461 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0100s; samplesPerSecond = 128557.9
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 1.23271484 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0101s; samplesPerSecond = 127213.8
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 1.27343750 * 1280; EvalClassificationError = 0.41562500 * 1280; time = 0.0098s; samplesPerSecond = 131105.9
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 1.20874023 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0099s; samplesPerSecond = 129303.4
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 1.17939453 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0098s; samplesPerSecond = 130998.6
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 1.13632812 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0098s; samplesPerSecond = 131186.5
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 1.12509766 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0098s; samplesPerSecond = 130704.3
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 1.25522461 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0098s; samplesPerSecond = 131214.8
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 1.18789063 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0098s; samplesPerSecond = 131061.6
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 1.14394531 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0098s; samplesPerSecond = 130807.1
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 1.25625000 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0098s; samplesPerSecond = 130244.1
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 1.19462891 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0098s; samplesPerSecond = 131123.4
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 1.11499023 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0098s; samplesPerSecond = 131099.2
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 1.13217773 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0098s; samplesPerSecond = 131221.5
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 1.19013672 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0100s; samplesPerSecond = 128133.3
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 1.17207031 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0098s; samplesPerSecond = 131088.4
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 1.19453125 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0098s; samplesPerSecond = 130229.5
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 1.16928711 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0098s; samplesPerSecond = 130124.9
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 1.16264648 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0099s; samplesPerSecond = 129899.1
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 1.20893555 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0098s; samplesPerSecond = 130743.0
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 1.15454102 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0098s; samplesPerSecond = 130388.7
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 1.19746094 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0098s; samplesPerSecond = 131021.4
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 1.19584961 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0098s; samplesPerSecond = 131177.1
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 1.22749023 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0097s; samplesPerSecond = 131335.9
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 1.20224609 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0098s; samplesPerSecond = 130931.6
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 1.24453125 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0099s; samplesPerSecond = 129230.3
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 1.20971680 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0098s; samplesPerSecond = 131249.7
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 1.23720703 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0098s; samplesPerSecond = 130874.0
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 1.17670898 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0100s; samplesPerSecond = 128610.9
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 1.20268555 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0098s; samplesPerSecond = 131158.3
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 1.22822266 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0102s; samplesPerSecond = 125555.4
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 1.16635742 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0099s; samplesPerSecond = 128867.3
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 1.23500977 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0098s; samplesPerSecond = 130949.0
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 1.17094727 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 130924.9
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 1.16835938 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0098s; samplesPerSecond = 130851.2
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 1.17202148 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0097s; samplesPerSecond = 131334.6
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 1.13945312 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0098s; samplesPerSecond = 131076.4
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 1.14321289 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0098s; samplesPerSecond = 130951.7
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 1.12792969 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 131175.8
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 1.17758789 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0099s; samplesPerSecond = 128758.4
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 1.16474609 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0098s; samplesPerSecond = 131226.9
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 1.12944336 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0098s; samplesPerSecond = 130971.7
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 1.16079102 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 131036.1
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 1.16684570 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0098s; samplesPerSecond = 131048.2
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 1.14726562 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0098s; samplesPerSecond = 131103.2
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 1.21523438 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0098s; samplesPerSecond = 130922.2
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 1.16918945 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0102s; samplesPerSecond = 125900.0
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 1.22700195 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0098s; samplesPerSecond = 130841.9
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 1.14731445 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0098s; samplesPerSecond = 130181.8
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 1.15869141 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0098s; samplesPerSecond = 130940.9
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 1.17807617 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0098s; samplesPerSecond = 130957.0
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 1.19956055 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0098s; samplesPerSecond = 130588.3
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 1.10273438 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0102s; samplesPerSecond = 124981.7
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 1.17788086 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0099s; samplesPerSecond = 129649.1
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 1.23193359 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0098s; samplesPerSecond = 130987.8
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 1.24755859 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0098s; samplesPerSecond = 130617.6
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 1.18173828 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0097s; samplesPerSecond = 131331.9
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 1.18540039 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0099s; samplesPerSecond = 129908.4
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 1.14331055 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0098s; samplesPerSecond = 131042.8
01/16/2018 22:32:40:  Epoch[ 7 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 1.18984375 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0098s; samplesPerSecond = 131064.3
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 1.14726562 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0099s; samplesPerSecond = 129161.2
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 1.23476563 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0098s; samplesPerSecond = 130127.6
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 1.12270508 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0098s; samplesPerSecond = 130841.9
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 1.12060547 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0098s; samplesPerSecond = 130874.0
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 1.14829102 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0099s; samplesPerSecond = 129917.6
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 1.18486328 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0098s; samplesPerSecond = 131183.8
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 1.14165039 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0098s; samplesPerSecond = 130629.6
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 1.16923828 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0098s; samplesPerSecond = 130875.3
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 1.22368164 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0098s; samplesPerSecond = 130753.7
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 1.23168945 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0098s; samplesPerSecond = 130728.3
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 1.22749023 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0098s; samplesPerSecond = 131131.4
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 1.24790039 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0098s; samplesPerSecond = 130533.7
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 1.20791016 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0098s; samplesPerSecond = 131042.8
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 1.19628906 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0098s; samplesPerSecond = 130985.2
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 1.21162109 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0099s; samplesPerSecond = 129359.6
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 1.16572266 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0098s; samplesPerSecond = 131028.1
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 1.18735352 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0099s; samplesPerSecond = 129257.7
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 1.22875977 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0098s; samplesPerSecond = 130664.2
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 1.23706055 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0098s; samplesPerSecond = 131032.1
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 1.24907227 * 1280; EvalClassificationError = 0.39765625 * 1280; time = 0.0098s; samplesPerSecond = 130398.0
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 1.21240234 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0098s; samplesPerSecond = 130094.5
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 1.17597656 * 1280; EvalClassificationError = 0.38593750 * 1280; time = 0.0098s; samplesPerSecond = 130979.8
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 1.14711914 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0098s; samplesPerSecond = 130831.2
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 1.14965820 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0098s; samplesPerSecond = 131171.7
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 1.20786133 * 1280; EvalClassificationError = 0.40625000 * 1280; time = 0.0098s; samplesPerSecond = 131081.7
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 1.21362305 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0098s; samplesPerSecond = 130617.6
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 1.19731445 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0098s; samplesPerSecond = 131020.0
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 1.22851562 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0098s; samplesPerSecond = 131115.3
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 1.28491211 * 1280; EvalClassificationError = 0.41562500 * 1280; time = 0.0098s; samplesPerSecond = 131128.7
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 1.19379883 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0098s; samplesPerSecond = 131165.0
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 1.14584961 * 1280; EvalClassificationError = 0.36015625 * 1280; time = 0.0098s; samplesPerSecond = 130796.4
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 1.16450195 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0098s; samplesPerSecond = 130673.6
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 1.22998047 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0098s; samplesPerSecond = 130620.2
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 1.21606445 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0098s; samplesPerSecond = 130046.9
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 1.27700195 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0098s; samplesPerSecond = 130729.6
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 1.19340820 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0098s; samplesPerSecond = 130784.4
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 1.28403320 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0097s; samplesPerSecond = 131292.8
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 1.22021484 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0098s; samplesPerSecond = 130327.7
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 1.16455078 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0098s; samplesPerSecond = 131187.9
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 1.19663086 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0099s; samplesPerSecond = 129231.6
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 1.17773438 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0098s; samplesPerSecond = 131229.6
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 1.19960938 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0100s; samplesPerSecond = 127613.3
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 1.23779297 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0098s; samplesPerSecond = 131161.0
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 1.20478516 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0098s; samplesPerSecond = 131225.5
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 1.16108398 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0100s; samplesPerSecond = 128210.3
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 1.21992188 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0097s; samplesPerSecond = 131311.7
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 1.22763672 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0100s; samplesPerSecond = 128115.3
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 1.16967773 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0097s; samplesPerSecond = 131287.4
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 1.24033203 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0098s; samplesPerSecond = 130649.6
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 1.22036133 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 130731.0
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 1.20385742 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0098s; samplesPerSecond = 130547.0
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 1.17690430 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0098s; samplesPerSecond = 130388.7
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 1.14760742 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0098s; samplesPerSecond = 131006.6
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 1.14506836 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0098s; samplesPerSecond = 130363.5
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 1.16562500 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0098s; samplesPerSecond = 131032.1
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 1.23168945 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0185s; samplesPerSecond = 69112.6
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 1.15346680 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0100s; samplesPerSecond = 127368.3
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 1.21245117 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0102s; samplesPerSecond = 125992.9
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 1.19418945 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0098s; samplesPerSecond = 130573.6
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 1.11577148 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0099s; samplesPerSecond = 128780.4
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 1.14682617 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0103s; samplesPerSecond = 123948.1
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 1.27866211 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0098s; samplesPerSecond = 130291.8
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 1.07084961 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0100s; samplesPerSecond = 127696.1
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 1.18940430 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0100s; samplesPerSecond = 127957.8
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 1.19262695 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0098s; samplesPerSecond = 130719.0
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 1.15629883 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0101s; samplesPerSecond = 126896.0
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 1.20332031 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0098s; samplesPerSecond = 130626.9
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 1.17451172 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0099s; samplesPerSecond = 129630.8
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 1.17153320 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0140s; samplesPerSecond = 91335.9
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 1.12939453 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0119s; samplesPerSecond = 107675.2
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 1.19780273 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0098s; samplesPerSecond = 130626.9
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 1.17646484 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0098s; samplesPerSecond = 130414.0
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 1.15898437 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0098s; samplesPerSecond = 130771.0
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 1.21196289 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 1.23159180 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0102s; samplesPerSecond = 125810.9
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 1.21767578 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0099s; samplesPerSecond = 129097.3
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 1.16503906 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0098s; samplesPerSecond = 130455.2
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 1.15834961 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0098s; samplesPerSecond = 130241.5
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 1.24609375 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0099s; samplesPerSecond = 129903.1
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 1.20493164 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0101s; samplesPerSecond = 127192.3
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 1.16933594 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0100s; samplesPerSecond = 128144.8
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 1.18383789 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0098s; samplesPerSecond = 130706.9
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 1.15053711 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0099s; samplesPerSecond = 129397.5
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 1.14262695 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0099s; samplesPerSecond = 129377.9
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 1.25004883 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0098s; samplesPerSecond = 130629.6
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 1.15864258 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0101s; samplesPerSecond = 126120.8
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 1.15034180 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0099s; samplesPerSecond = 129054.4
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 1.15004883 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0098s; samplesPerSecond = 130370.1
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 1.20966797 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0100s; samplesPerSecond = 128137.1
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 1.21074219 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0101s; samplesPerSecond = 126923.7
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 1.20483398 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0098s; samplesPerSecond = 130250.7
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 1.17763672 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0099s; samplesPerSecond = 128994.5
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 1.13642578 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0098s; samplesPerSecond = 130867.3
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 1.20410156 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0099s; samplesPerSecond = 129913.6
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 1.20498047 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0099s; samplesPerSecond = 129434.1
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 1.22353516 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0098s; samplesPerSecond = 130839.2
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 1.13608398 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0102s; samplesPerSecond = 125901.2
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 1.22001953 * 1280; EvalClassificationError = 0.39765625 * 1280; time = 0.0100s; samplesPerSecond = 128005.1
01/16/2018 22:32:41:  Epoch[ 7 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 1.16103516 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0098s; samplesPerSecond = 131003.9
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 1.21621094 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0100s; samplesPerSecond = 128229.5
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 1.14228516 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0098s; samplesPerSecond = 130302.4
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 1.20917969 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0098s; samplesPerSecond = 130570.9
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 1.17685547 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0098s; samplesPerSecond = 130827.2
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 1.17431641 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0098s; samplesPerSecond = 131103.2
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 1.16298828 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0101s; samplesPerSecond = 126401.0
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 1.14233398 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0098s; samplesPerSecond = 130086.6
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 1.17202148 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0098s; samplesPerSecond = 130199.1
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 1.19980469 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0100s; samplesPerSecond = 128574.7
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 1.19531250 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0098s; samplesPerSecond = 130193.8
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 1.17963867 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0098s; samplesPerSecond = 130057.5
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 1.17241211 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0101s; samplesPerSecond = 127119.1
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 1.22924805 * 1280; EvalClassificationError = 0.39765625 * 1280; time = 0.0099s; samplesPerSecond = 128930.9
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 1.18364258 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0098s; samplesPerSecond = 130597.6
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 1.21083984 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0099s; samplesPerSecond = 129110.3
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 1.19716797 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0098s; samplesPerSecond = 130311.7
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 1.15483398 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0099s; samplesPerSecond = 128912.7
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 1.20327148 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0100s; samplesPerSecond = 127691.0
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 1.19985352 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0098s; samplesPerSecond = 130757.7
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 1.14208984 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0098s; samplesPerSecond = 130314.4
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 1.23496094 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0100s; samplesPerSecond = 127383.5
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 1.17407227 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0098s; samplesPerSecond = 130281.2
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 1.17978516 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0100s; samplesPerSecond = 128255.2
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 1.12187500 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0101s; samplesPerSecond = 127268.2
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 1.16040039 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0098s; samplesPerSecond = 130761.7
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 1.24770508 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0101s; samplesPerSecond = 126642.4
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 1.16860352 * 1280; EvalClassificationError = 0.38593750 * 1280; time = 0.0100s; samplesPerSecond = 128416.1
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 1.13354492 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0098s; samplesPerSecond = 130233.5
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 1.20805664 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0099s; samplesPerSecond = 129350.4
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 1.18632812 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0098s; samplesPerSecond = 130395.4
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 1.18935547 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0100s; samplesPerSecond = 127514.2
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 1.21210938 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0099s; samplesPerSecond = 129515.3
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 1.15654297 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0098s; samplesPerSecond = 130908.8
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 1.12578125 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0099s; samplesPerSecond = 128929.6
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 1.17500000 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0100s; samplesPerSecond = 128543.7
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 1.17817383 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 130871.3
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 1.18520508 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0100s; samplesPerSecond = 128075.6
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 1.20024414 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0099s; samplesPerSecond = 129734.6
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 1.17929687 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0098s; samplesPerSecond = 130765.7
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 1.17685547 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0100s; samplesPerSecond = 128387.7
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 1.18632812 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0098s; samplesPerSecond = 130232.2
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 1.24448242 * 1280; EvalClassificationError = 0.41015625 * 1280; time = 0.0100s; samplesPerSecond = 128064.0
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 1.22280273 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0100s; samplesPerSecond = 128410.9
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 1.13505859 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0098s; samplesPerSecond = 130911.5
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 1.19560547 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0099s; samplesPerSecond = 129064.8
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 1.15390625 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0100s; samplesPerSecond = 128266.8
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 1.13300781 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0098s; samplesPerSecond = 130910.1
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 1.16215820 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0099s; samplesPerSecond = 128799.8
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 1.17568359 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0100s; samplesPerSecond = 128614.8
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 1.14682617 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 130634.9
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 1.15869141 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0101s; samplesPerSecond = 126985.4
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 1.17080078 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0098s; samplesPerSecond = 129967.7
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 1.19677734 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0100s; samplesPerSecond = 128251.4
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 1.13388672 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0099s; samplesPerSecond = 129587.4
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 1.16660156 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0098s; samplesPerSecond = 130989.2
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 1.11708984 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0100s; samplesPerSecond = 128000.0
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 1.22050781 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0098s; samplesPerSecond = 130147.4
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 1.20859375 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0098s; samplesPerSecond = 130564.3
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 1.11582031 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0099s; samplesPerSecond = 128698.8
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 1.14179688 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0099s; samplesPerSecond = 129876.7
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 1.27431641 * 1280; EvalClassificationError = 0.40937500 * 1280; time = 0.0098s; samplesPerSecond = 130404.7
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 1.19199219 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0102s; samplesPerSecond = 126074.8
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 1.17109375 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0098s; samplesPerSecond = 130848.6
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 1.11757813 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0100s; samplesPerSecond = 127656.6
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 1.18261719 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0099s; samplesPerSecond = 129058.3
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 1.10898437 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0098s; samplesPerSecond = 130753.7
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 1.22802734 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0102s; samplesPerSecond = 126068.6
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 1.20878906 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0098s; samplesPerSecond = 130626.9
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 1.18212891 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0098s; samplesPerSecond = 130632.2
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 1.11650391 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0099s; samplesPerSecond = 129571.7
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 1.23251953 * 1280; EvalClassificationError = 0.40703125 * 1280; time = 0.0100s; samplesPerSecond = 127937.3
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 1.20341797 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0098s; samplesPerSecond = 130813.8
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 1.25019531 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0099s; samplesPerSecond = 129398.8
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 1.20429688 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0099s; samplesPerSecond = 129911.0
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 1.12353516 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 1.23261719 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0101s; samplesPerSecond = 126317.5
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 1.24755859 * 1280; EvalClassificationError = 0.40312500 * 1280; time = 0.0098s; samplesPerSecond = 131009.3
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 1.20742188 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0099s; samplesPerSecond = 129448.5
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 1.18359375 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0099s; samplesPerSecond = 129843.8
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 1.11093750 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0098s; samplesPerSecond = 130098.5
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 1.14892578 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0102s; samplesPerSecond = 125971.9
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 1.19550781 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0099s; samplesPerSecond = 129083.0
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 1.18896484 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0098s; samplesPerSecond = 130900.8
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 1.18378906 * 1280; EvalClassificationError = 0.38593750 * 1280; time = 0.0099s; samplesPerSecond = 129113.0
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 1.18613281 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0098s; samplesPerSecond = 130931.6
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 1.23730469 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0098s; samplesPerSecond = 130644.2
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 1.16103516 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0102s; samplesPerSecond = 125729.3
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 1.19062500 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0098s; samplesPerSecond = 130664.2
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 1.18037109 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0099s; samplesPerSecond = 129645.2
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 1.18447266 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0098s; samplesPerSecond = 131030.7
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 1.19013672 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0098s; samplesPerSecond = 130880.7
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 1.17949219 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0100s; samplesPerSecond = 128614.8
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 1.21337891 * 1280; EvalClassificationError = 0.40781250 * 1280; time = 0.0099s; samplesPerSecond = 129102.5
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 1.17587891 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0098s; samplesPerSecond = 130537.7
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 1.13027344 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0100s; samplesPerSecond = 128391.6
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 1.16152344 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0101s; samplesPerSecond = 126463.5
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 1.18320312 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0098s; samplesPerSecond = 130481.8
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 1.22333984 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0099s; samplesPerSecond = 129028.4
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 1.18193359 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0098s; samplesPerSecond = 130573.6
01/16/2018 22:32:42:  Epoch[ 7 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 1.19599609 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0100s; samplesPerSecond = 127393.6
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 1.22880859 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0101s; samplesPerSecond = 127083.7
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 1.19492187 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0099s; samplesPerSecond = 129037.5
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 1.17695313 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0101s; samplesPerSecond = 127239.1
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 1.24316406 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0099s; samplesPerSecond = 129503.5
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 1.26083984 * 1280; EvalClassificationError = 0.41562500 * 1280; time = 0.0098s; samplesPerSecond = 130815.1
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 1.19736328 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0100s; samplesPerSecond = 127731.8
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 1.15712891 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0100s; samplesPerSecond = 127991.0
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 1.21386719 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0098s; samplesPerSecond = 130516.4
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 1.24150391 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0099s; samplesPerSecond = 128924.4
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 1.24248047 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 1.21562500 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0098s; samplesPerSecond = 130719.0
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 1.23388672 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0101s; samplesPerSecond = 127336.6
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 1.20917969 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0098s; samplesPerSecond = 130644.2
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 1.11044922 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0098s; samplesPerSecond = 130244.1
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 1.14951172 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0099s; samplesPerSecond = 128950.4
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 1.18964844 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0098s; samplesPerSecond = 130529.7
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 1.16210938 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0101s; samplesPerSecond = 126849.5
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 1.17187500 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0101s; samplesPerSecond = 127177.2
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 1.25292969 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0098s; samplesPerSecond = 130543.0
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 1.17070312 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0099s; samplesPerSecond = 129820.1
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 1.19658203 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0101s; samplesPerSecond = 126705.1
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 1.14863281 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0098s; samplesPerSecond = 130604.2
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 1.26982422 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0098s; samplesPerSecond = 130066.8
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 1.14423828 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0098s; samplesPerSecond = 130515.0
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 1.21376953 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0100s; samplesPerSecond = 127953.9
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 1.20146484 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0102s; samplesPerSecond = 125598.6
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 1.16650391 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0098s; samplesPerSecond = 130391.4
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 1.14902344 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0099s; samplesPerSecond = 129779.3
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 1.15156250 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0100s; samplesPerSecond = 128440.6
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 1.14560547 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0098s; samplesPerSecond = 130942.3
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 1.23349609 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0100s; samplesPerSecond = 128096.1
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 1.22128906 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0098s; samplesPerSecond = 130290.5
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 1.15283203 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0098s; samplesPerSecond = 130539.0
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 1.15126953 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0099s; samplesPerSecond = 129036.2
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 1.22705078 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0098s; samplesPerSecond = 130867.3
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 1.18642578 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0100s; samplesPerSecond = 127854.2
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 1.17070312 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0100s; samplesPerSecond = 128164.0
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 1.17890625 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0098s; samplesPerSecond = 130188.5
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 1.14208984 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0100s; samplesPerSecond = 127640.1
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 1.19531250 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0098s; samplesPerSecond = 130230.9
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 1.16201172 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0098s; samplesPerSecond = 130851.2
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 1.27207031 * 1280; EvalClassificationError = 0.40859375 * 1280; time = 0.0101s; samplesPerSecond = 126977.8
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 1.20087891 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0099s; samplesPerSecond = 128927.0
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 1.17519531 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0098s; samplesPerSecond = 130662.9
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 1.21552734 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0099s; samplesPerSecond = 129789.8
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 1.16376953 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0099s; samplesPerSecond = 128745.4
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 1.21777344 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0098s; samplesPerSecond = 130847.2
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 1.16025391 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0098s; samplesPerSecond = 130656.2
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 1.22978516 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0098s; samplesPerSecond = 130868.6
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 1.19775391 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0099s; samplesPerSecond = 128915.3
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 1.22470703 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0100s; samplesPerSecond = 128242.4
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 1.15214844 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0098s; samplesPerSecond = 130330.3
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 1.16718750 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 129976.9
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 1.21572266 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0099s; samplesPerSecond = 128683.3
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 1.18417969 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0098s; samplesPerSecond = 130569.6
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 1.17675781 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0099s; samplesPerSecond = 129157.2
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 1.16738281 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0099s; samplesPerSecond = 129795.1
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 1.26015625 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0098s; samplesPerSecond = 130484.4
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 1.16191406 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0100s; samplesPerSecond = 127678.3
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 1.17255859 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0098s; samplesPerSecond = 130728.3
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 1.19179688 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0099s; samplesPerSecond = 129851.7
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 1.14638672 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0100s; samplesPerSecond = 128180.7
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 1.10078125 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0098s; samplesPerSecond = 130421.9
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 1.14638672 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0100s; samplesPerSecond = 127997.4
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 1.22568359 * 1280; EvalClassificationError = 0.40390625 * 1280; time = 0.0100s; samplesPerSecond = 128232.1
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 1.20693359 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0098s; samplesPerSecond = 130632.2
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 1.21367187 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0100s; samplesPerSecond = 128341.4
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 1.21123047 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0098s; samplesPerSecond = 130295.8
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 1.26191406 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0098s; samplesPerSecond = 130986.5
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 1.17236328 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0100s; samplesPerSecond = 128341.4
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 1.22929687 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0098s; samplesPerSecond = 130748.3
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 1.10527344 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0100s; samplesPerSecond = 127860.6
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 1.20537109 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0099s; samplesPerSecond = 129032.3
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 1.17382812 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0098s; samplesPerSecond = 130914.1
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 1.17128906 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0099s; samplesPerSecond = 129124.7
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 1.17529297 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0100s; samplesPerSecond = 127962.9
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 1.14589844 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0099s; samplesPerSecond = 129016.7
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 1.10605469 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0100s; samplesPerSecond = 127567.5
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 1.17080078 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0100s; samplesPerSecond = 128569.6
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 1.14902344 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0098s; samplesPerSecond = 130945.0
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 1.16894531 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0100s; samplesPerSecond = 127478.6
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 1.23554688 * 1280; EvalClassificationError = 0.39765625 * 1280; time = 0.0098s; samplesPerSecond = 130724.3
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 1.18154297 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0100s; samplesPerSecond = 127901.5
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 1.11455078 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0098s; samplesPerSecond = 130483.1
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 1.17705078 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0098s; samplesPerSecond = 130606.9
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 1.20556641 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0099s; samplesPerSecond = 129149.4
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 1.17626953 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0102s; samplesPerSecond = 125437.3
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 1.18037109 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0098s; samplesPerSecond = 130985.2
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 1.14228516 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0098s; samplesPerSecond = 130608.2
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 1.18935547 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0100s; samplesPerSecond = 128025.6
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 1.17958984 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0098s; samplesPerSecond = 130692.3
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 1.17675781 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0101s; samplesPerSecond = 127006.8
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 1.17324219 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0098s; samplesPerSecond = 130151.4
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 1.14755859 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0098s; samplesPerSecond = 130517.7
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 1.19785156 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0100s; samplesPerSecond = 128450.9
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 1.19843750 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0098s; samplesPerSecond = 130745.7
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 1.19101562 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0100s; samplesPerSecond = 128211.5
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 1.18857422 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0099s; samplesPerSecond = 129196.4
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 1.16982422 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0099s; samplesPerSecond = 129155.9
01/16/2018 22:32:43:  Epoch[ 7 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 1.17910156 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0100s; samplesPerSecond = 127693.5
01/16/2018 22:32:44:  Epoch[ 7 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 1.22460938 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0101s; samplesPerSecond = 127143.1
01/16/2018 22:32:44:  Epoch[ 7 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 1.11142578 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0099s; samplesPerSecond = 129788.5
01/16/2018 22:32:44:  Epoch[ 7 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 1.24931641 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0099s; samplesPerSecond = 128894.5
01/16/2018 22:32:44:  Epoch[ 7 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 1.17578125 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0099s; samplesPerSecond = 128979.0
01/16/2018 22:32:44:  Epoch[ 7 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 1.22626953 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0098s; samplesPerSecond = 130685.6
01/16/2018 22:32:44:  Epoch[ 7 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 1.23076172 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0100s; samplesPerSecond = 128273.2
01/16/2018 22:32:44:  Epoch[ 7 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 1.13486328 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 130973.1
01/16/2018 22:32:44:  Epoch[ 7 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 1.18320312 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0100s; samplesPerSecond = 128264.2
01/16/2018 22:32:44:  Epoch[ 7 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 1.11621094 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0100s; samplesPerSecond = 128187.2
01/16/2018 22:32:44:  Epoch[ 7 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 1.16054688 * 1280; EvalClassificationError = 0.39687500 * 1280; time = 0.0098s; samplesPerSecond = 130940.9
01/16/2018 22:32:44:  Epoch[ 7 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 1.15957031 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0099s; samplesPerSecond = 128720.8
01/16/2018 22:32:44:  Epoch[ 7 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 1.17802734 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0100s; samplesPerSecond = 127978.2
01/16/2018 22:32:44:  Epoch[ 7 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 1.21220703 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0098s; samplesPerSecond = 130740.3
01/16/2018 22:32:44:  Epoch[ 7 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 1.19658203 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0098s; samplesPerSecond = 130511.0
01/16/2018 22:32:44:  Epoch[ 7 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 1.20380859 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0098s; samplesPerSecond = 130281.2
01/16/2018 22:32:44:  Epoch[ 7 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 1.17246094 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0098s; samplesPerSecond = 130076.0
01/16/2018 22:32:44:  Epoch[ 7 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 1.28222656 * 1280; EvalClassificationError = 0.40546875 * 1280; time = 0.0100s; samplesPerSecond = 128516.6
01/16/2018 22:32:44:  Epoch[ 7 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 1.20947266 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0098s; samplesPerSecond = 130335.6
01/16/2018 22:32:44:  Epoch[ 7 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 1.16787109 * 1280; EvalClassificationError = 0.38593750 * 1280; time = 0.0101s; samplesPerSecond = 127160.7
01/16/2018 22:32:44:  Epoch[ 7 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 1.20097656 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0098s; samplesPerSecond = 129988.8
01/16/2018 22:32:44:  Epoch[ 7 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 1.13017578 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0098s; samplesPerSecond = 130467.1
01/16/2018 22:32:44:  Epoch[ 7 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 1.23632812 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0101s; samplesPerSecond = 126971.5
01/16/2018 22:32:44:  Epoch[ 7 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 1.23349609 * 1280; EvalClassificationError = 0.40234375 * 1280; time = 0.0100s; samplesPerSecond = 128116.6
01/16/2018 22:32:44:  Epoch[ 7 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 1.15058594 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0098s; samplesPerSecond = 130203.0
01/16/2018 22:32:44:  Epoch[ 7 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 1.21679688 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0098s; samplesPerSecond = 130074.7
01/16/2018 22:32:44:  Epoch[ 7 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 1.13291016 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0100s; samplesPerSecond = 127841.5
01/16/2018 22:32:44:  Epoch[ 7 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 1.13398438 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0098s; samplesPerSecond = 130322.3
01/16/2018 22:32:44:  Epoch[ 7 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 1.19140625 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0098s; samplesPerSecond = 130040.3
01/16/2018 22:32:44:  Epoch[ 7 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 1.15683594 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0099s; samplesPerSecond = 129144.2
01/16/2018 22:32:44:  Epoch[ 7 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 1.12197266 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0098s; samplesPerSecond = 130886.0
01/16/2018 22:32:44:  Epoch[ 7 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 1.19716797 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0100s; samplesPerSecond = 128434.1
01/16/2018 22:32:44:  Epoch[ 7 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 1.17646484 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0098s; samplesPerSecond = 130978.4
01/16/2018 22:32:44:  Epoch[ 7 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 1.12646484 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0099s; samplesPerSecond = 128986.7
01/16/2018 22:32:44:  Epoch[ 7 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 1.14921875 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0098s; samplesPerSecond = 130265.3
01/16/2018 22:32:44:  Epoch[ 7 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 1.23847656 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0098s; samplesPerSecond = 130457.8
01/16/2018 22:32:44:  Epoch[ 7 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 1.17187500 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0099s; samplesPerSecond = 129947.9
01/16/2018 22:32:44: Finished Epoch[ 7 of 25]: [Training] CrossEntropyWithSoftmax = 1.18427321 * 1124823; EvalClassificationError = 0.37939036 * 1124823; totalSamplesSeen = 7873761; learningRatePerSample = 0.0078125; epochTime=8.93635s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:32:44: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.32126907 * 122487; perplexity = 3.74817505; EvalClassificationError = 0.41519508 * 122487
01/16/2018 22:32:44: Finished Epoch[ 7 of 25]: [Validate] CrossEntropyWithSoftmax = 1.32126907 * 122487; EvalClassificationError = 0.41519508 * 122487
01/16/2018 22:32:44: SGD: Saving checkpoint model '/tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.7'

01/16/2018 22:32:45: Starting Epoch 8: learning rate per sample = 0.007812  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 7: frames [7873761..8998584] (first utterance at frame 7873761), data subset 0 of 1, with 1 datapasses

01/16/2018 22:32:45: Starting minibatch loop.
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 1.13932190 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0100s; samplesPerSecond = 127378.4
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 1.15202541 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0098s; samplesPerSecond = 130209.7
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 1.16703243 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0101s; samplesPerSecond = 126867.1
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 1.07632599 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0100s; samplesPerSecond = 128436.7
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 1.12396507 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0098s; samplesPerSecond = 130245.4
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 1.08589249 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0099s; samplesPerSecond = 129427.6
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 1.15372086 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0102s; samplesPerSecond = 126053.7
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 1.07045364 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130650.9
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 1.10152588 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0099s; samplesPerSecond = 129449.8
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 1.19492722 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0098s; samplesPerSecond = 130618.9
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 1.11249313 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0098s; samplesPerSecond = 130745.7
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 1.20210266 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0100s; samplesPerSecond = 127692.3
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 1.10708313 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 130779.1
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 1.14342041 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0099s; samplesPerSecond = 128704.0
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 1.14030914 * 1280; EvalClassificationError = 0.36015625 * 1280; time = 0.0098s; samplesPerSecond = 130487.1
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 1.12609863 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0098s; samplesPerSecond = 130453.8
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 1.10042877 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0099s; samplesPerSecond = 129396.2
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 1.09376831 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0101s; samplesPerSecond = 126371.1
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 1.12995148 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0098s; samplesPerSecond = 130875.3
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 1.11828461 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0098s; samplesPerSecond = 129957.2
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 1.18713379 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0099s; samplesPerSecond = 128967.3
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 1.14970398 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0098s; samplesPerSecond = 130463.1
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 1.12023163 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0101s; samplesPerSecond = 126246.4
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 1.14042664 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0098s; samplesPerSecond = 130666.9
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 1.14020081 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0099s; samplesPerSecond = 128898.4
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 1.14276123 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0099s; samplesPerSecond = 129393.6
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 1.08837280 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130684.3
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 1.17727356 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0100s; samplesPerSecond = 128396.7
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 1.03982849 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0099s; samplesPerSecond = 129864.9
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 1.15824890 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0098s; samplesPerSecond = 130660.2
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 1.08030090 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0100s; samplesPerSecond = 128174.3
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 1.09323120 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0102s; samplesPerSecond = 125290.0
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 1.15655212 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0098s; samplesPerSecond = 130819.2
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 1.15975342 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0104s; samplesPerSecond = 123580.8
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 1.06890869 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0099s; samplesPerSecond = 129600.6
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 1.12845764 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0098s; samplesPerSecond = 130959.7
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 1.11511230 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0100s; samplesPerSecond = 127861.9
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 1.12581177 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 130099.8
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 1.08691101 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0098s; samplesPerSecond = 130609.6
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 1.06947021 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130756.3
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 1.15728455 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0099s; samplesPerSecond = 129787.2
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 1.10749512 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0098s; samplesPerSecond = 130181.8
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 1.08813171 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0099s; samplesPerSecond = 129867.5
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 1.16186523 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0098s; samplesPerSecond = 130863.3
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 1.16780701 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0100s; samplesPerSecond = 127906.6
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 1.18266907 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0100s; samplesPerSecond = 128617.4
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 1.13150024 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0098s; samplesPerSecond = 130533.7
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 1.15782471 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0098s; samplesPerSecond = 130290.5
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 1.16104126 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0098s; samplesPerSecond = 130569.6
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 1.11937866 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0101s; samplesPerSecond = 127337.8
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 1.13015747 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0098s; samplesPerSecond = 130654.9
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 1.18093262 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0098s; samplesPerSecond = 130792.4
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 1.16232910 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0098s; samplesPerSecond = 130035.0
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 1.15252075 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0098s; samplesPerSecond = 130311.7
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 1.19193115 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0098s; samplesPerSecond = 130760.4
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 1.10437012 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0099s; samplesPerSecond = 129249.8
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 1.14736938 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 1.13556519 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0100s; samplesPerSecond = 127849.1
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 1.12988892 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0098s; samplesPerSecond = 130060.2
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 1.20686035 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0098s; samplesPerSecond = 130999.9
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 1.09645996 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0100s; samplesPerSecond = 127955.2
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 1.09345093 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0101s; samplesPerSecond = 127035.8
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 1.09377441 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0098s; samplesPerSecond = 131147.5
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 1.11499634 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0099s; samplesPerSecond = 129054.4
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 1.16520996 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0100s; samplesPerSecond = 127642.6
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 1.13605957 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0098s; samplesPerSecond = 130376.8
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 1.13806763 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0099s; samplesPerSecond = 128732.5
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 1.11616211 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0100s; samplesPerSecond = 127882.3
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 1.14098511 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0098s; samplesPerSecond = 130344.9
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 1.08962402 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0099s; samplesPerSecond = 129792.4
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 1.09291992 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0099s; samplesPerSecond = 129680.7
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 1.13930664 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0100s; samplesPerSecond = 128586.4
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 1.12252197 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0101s; samplesPerSecond = 126980.3
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 1.18894653 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0098s; samplesPerSecond = 130700.3
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 1.10243530 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0098s; samplesPerSecond = 130015.2
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 1.16634521 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0098s; samplesPerSecond = 130086.6
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 1.16268921 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0098s; samplesPerSecond = 130946.3
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 1.16805420 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0101s; samplesPerSecond = 126597.3
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 1.09157715 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0100s; samplesPerSecond = 128274.5
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 1.08247681 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0098s; samplesPerSecond = 130291.8
01/16/2018 22:32:45:  Epoch[ 8 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 1.10802612 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0099s; samplesPerSecond = 129072.6
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 1.12590332 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0098s; samplesPerSecond = 130594.9
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 1.11437988 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0101s; samplesPerSecond = 126454.7
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 1.15132446 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0100s; samplesPerSecond = 128149.9
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 1.12826538 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0098s; samplesPerSecond = 131088.4
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 1.13500977 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0100s; samplesPerSecond = 127591.7
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 1.16075439 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0101s; samplesPerSecond = 127193.6
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 1.12011108 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 130906.1
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 1.12228394 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0099s; samplesPerSecond = 129944.0
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 1.22102051 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0100s; samplesPerSecond = 128283.5
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 1.11102295 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0098s; samplesPerSecond = 130323.7
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 1.06768799 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0099s; samplesPerSecond = 129123.4
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 1.07252197 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0099s; samplesPerSecond = 129435.4
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 1.14530029 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0098s; samplesPerSecond = 130315.7
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 1.18043213 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0100s; samplesPerSecond = 128105.0
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 1.14061279 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0098s; samplesPerSecond = 130598.9
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 1.17625732 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0099s; samplesPerSecond = 129519.3
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 1.11037598 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0100s; samplesPerSecond = 127982.1
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 1.17637939 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0098s; samplesPerSecond = 130841.9
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 1.13449707 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0100s; samplesPerSecond = 128141.0
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 1.15256348 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0099s; samplesPerSecond = 129234.2
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 1.22482910 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0099s; samplesPerSecond = 129808.2
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 1.21636963 * 1280; EvalClassificationError = 0.38593750 * 1280; time = 0.0100s; samplesPerSecond = 127715.2
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 1.11372070 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0100s; samplesPerSecond = 127557.4
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 1.07480469 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0098s; samplesPerSecond = 130855.3
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 1.15468750 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0099s; samplesPerSecond = 129489.1
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 1.13811035 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0098s; samplesPerSecond = 130975.8
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 1.12956543 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0101s; samplesPerSecond = 126649.9
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 1.13115234 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0099s; samplesPerSecond = 128727.3
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 1.15743408 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0098s; samplesPerSecond = 130427.3
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 1.13221436 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0098s; samplesPerSecond = 130218.9
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 1.10417480 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0100s; samplesPerSecond = 127984.6
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 1.17268066 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0098s; samplesPerSecond = 130907.5
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 1.09387207 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0099s; samplesPerSecond = 129067.4
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 1.17027588 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0098s; samplesPerSecond = 130070.7
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 1.16672363 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0098s; samplesPerSecond = 130686.9
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 1.14743652 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0098s; samplesPerSecond = 130298.5
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 1.13607178 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0098s; samplesPerSecond = 130119.6
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 1.11750488 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0102s; samplesPerSecond = 126087.3
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 1.10295410 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0099s; samplesPerSecond = 129092.1
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 1.09832764 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0100s; samplesPerSecond = 127528.1
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 1.10518799 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0100s; samplesPerSecond = 127948.8
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 1.11418457 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0100s; samplesPerSecond = 128202.6
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 1.10847168 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0098s; samplesPerSecond = 130904.8
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 1.17061768 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0099s; samplesPerSecond = 129689.9
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 1.07006836 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0099s; samplesPerSecond = 129175.5
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 1.16542969 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0098s; samplesPerSecond = 130940.9
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 1.08516846 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0100s; samplesPerSecond = 128233.4
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 1.18201904 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0098s; samplesPerSecond = 130658.9
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 1.10904541 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0102s; samplesPerSecond = 125050.1
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 1.11569824 * 1280; EvalClassificationError = 0.36015625 * 1280; time = 0.0099s; samplesPerSecond = 128667.8
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 1.15604248 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0098s; samplesPerSecond = 130895.4
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 1.15600586 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0100s; samplesPerSecond = 127542.1
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 1.17338867 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0099s; samplesPerSecond = 129049.2
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 1.21336670 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 130959.7
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 1.15561523 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0098s; samplesPerSecond = 130423.3
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 1.15695801 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0100s; samplesPerSecond = 127455.8
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 1.10802002 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0098s; samplesPerSecond = 130164.6
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 1.11309814 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0099s; samplesPerSecond = 128875.1
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 1.19908447 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0100s; samplesPerSecond = 127460.8
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 1.15469971 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0098s; samplesPerSecond = 131009.3
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 1.16196289 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0098s; samplesPerSecond = 130062.8
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 1.04541016 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130824.5
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 1.13565674 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0101s; samplesPerSecond = 126554.7
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 1.17678223 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0098s; samplesPerSecond = 130045.6
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 1.17485352 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 130544.3
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 1.22479248 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0099s; samplesPerSecond = 129364.8
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 1.19006348 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0100s; samplesPerSecond = 127656.6
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 1.12695312 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 1.19744873 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0098s; samplesPerSecond = 130343.6
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 1.13939209 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0100s; samplesPerSecond = 128233.4
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 1.07581787 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 1.16213379 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0100s; samplesPerSecond = 128243.7
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 1.13474121 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0098s; samplesPerSecond = 131053.5
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 1.10614014 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0100s; samplesPerSecond = 127964.2
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 1.11429443 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0099s; samplesPerSecond = 128732.5
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 1.11414795 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0098s; samplesPerSecond = 130614.9
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 1.08996582 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0102s; samplesPerSecond = 125767.6
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 1.10666504 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0098s; samplesPerSecond = 130480.4
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 1.18273926 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0098s; samplesPerSecond = 130978.4
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 1.15345459 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0099s; samplesPerSecond = 128941.3
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 1.16451416 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0101s; samplesPerSecond = 126447.2
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 1.17438965 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0098s; samplesPerSecond = 130283.9
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 1.15930176 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0100s; samplesPerSecond = 128456.0
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 1.11597900 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0098s; samplesPerSecond = 130827.2
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 1.13690186 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0098s; samplesPerSecond = 131033.4
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 1.15941162 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0099s; samplesPerSecond = 129141.6
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 1.12978516 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0098s; samplesPerSecond = 130460.5
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 1.18132324 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0100s; samplesPerSecond = 127734.3
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 1.15052490 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0098s; samplesPerSecond = 130467.1
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 1.15518799 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0098s; samplesPerSecond = 130043.0
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 1.13571777 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0100s; samplesPerSecond = 127847.9
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 1.16315918 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0101s; samplesPerSecond = 126547.2
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 1.15113525 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0098s; samplesPerSecond = 130686.9
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 1.20039063 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0098s; samplesPerSecond = 130039.0
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 1.24949951 * 1280; EvalClassificationError = 0.40703125 * 1280; time = 0.0098s; samplesPerSecond = 130674.9
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 1.12783203 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0098s; samplesPerSecond = 130751.0
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 1.10820312 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0102s; samplesPerSecond = 125979.3
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 1.12990723 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0098s; samplesPerSecond = 130863.3
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 1.24334717 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0099s; samplesPerSecond = 129149.4
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 1.18568115 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0100s; samplesPerSecond = 127584.1
01/16/2018 22:32:46:  Epoch[ 8 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 1.12580566 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0098s; samplesPerSecond = 130875.3
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 1.20795898 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0100s; samplesPerSecond = 127974.4
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 1.10207520 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0099s; samplesPerSecond = 128683.3
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 1.12429199 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0098s; samplesPerSecond = 131091.1
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 1.19614258 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0100s; samplesPerSecond = 128062.8
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 1.12128906 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0100s; samplesPerSecond = 128078.1
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 1.16467285 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0098s; samplesPerSecond = 130852.6
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 1.16325684 * 1280; EvalClassificationError = 0.38593750 * 1280; time = 0.0100s; samplesPerSecond = 127942.4
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 1.21582031 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0098s; samplesPerSecond = 130566.9
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 1.12971191 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0101s; samplesPerSecond = 127159.5
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 1.11079102 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0099s; samplesPerSecond = 129924.2
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 1.08559570 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 131087.1
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 1.14921875 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0101s; samplesPerSecond = 127207.5
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 1.06672363 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0099s; samplesPerSecond = 129306.0
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 1.13354492 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 1.11154785 * 1280; EvalClassificationError = 0.36015625 * 1280; time = 0.0099s; samplesPerSecond = 129374.0
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 1.08891602 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0099s; samplesPerSecond = 129139.0
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 1.13857422 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0098s; samplesPerSecond = 130456.5
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 1.16606445 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0100s; samplesPerSecond = 128568.3
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 1.13347168 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0099s; samplesPerSecond = 129507.5
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 1.14511719 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0098s; samplesPerSecond = 130424.6
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 1.16604004 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0100s; samplesPerSecond = 127699.9
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 1.14172363 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0098s; samplesPerSecond = 130621.6
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 1.15205078 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0099s; samplesPerSecond = 129016.7
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 1.13562012 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0098s; samplesPerSecond = 130163.3
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 1.16735840 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0098s; samplesPerSecond = 130986.5
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 1.15466309 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0101s; samplesPerSecond = 127049.7
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 1.15354004 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0100s; samplesPerSecond = 128409.6
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 1.14155273 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0098s; samplesPerSecond = 130795.1
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 1.09982910 * 1280; EvalClassificationError = 0.36015625 * 1280; time = 0.0098s; samplesPerSecond = 129986.2
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 1.07326660 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 130359.5
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 1.21960449 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0098s; samplesPerSecond = 130832.5
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 1.12202148 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0099s; samplesPerSecond = 129185.9
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 1.19733887 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0098s; samplesPerSecond = 130867.3
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 1.12570801 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0098s; samplesPerSecond = 130441.9
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 1.19426270 * 1280; EvalClassificationError = 0.38593750 * 1280; time = 0.0098s; samplesPerSecond = 130035.0
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 1.08234863 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 130709.6
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 1.13742676 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0099s; samplesPerSecond = 129936.0
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 1.14780273 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0098s; samplesPerSecond = 130761.7
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 1.15637207 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0098s; samplesPerSecond = 130351.5
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 1.19484863 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0100s; samplesPerSecond = 128315.7
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 1.18256836 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0099s; samplesPerSecond = 129512.7
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 1.11113281 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0098s; samplesPerSecond = 130930.2
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 1.13332520 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0098s; samplesPerSecond = 130053.5
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 1.09020996 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0098s; samplesPerSecond = 130875.3
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 1.11362305 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0100s; samplesPerSecond = 128139.7
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 1.23369141 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0101s; samplesPerSecond = 127263.1
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 1.16110840 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 130196.4
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 1.11850586 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0099s; samplesPerSecond = 129306.0
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 1.17167969 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0099s; samplesPerSecond = 129432.8
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 1.13730469 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0098s; samplesPerSecond = 130892.7
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 1.16337891 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0100s; samplesPerSecond = 128484.4
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 1.09082031 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0098s; samplesPerSecond = 130188.5
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 1.07045898 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0098s; samplesPerSecond = 130131.6
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 1.14318848 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0099s; samplesPerSecond = 128651.0
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 1.13916016 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130443.2
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 1.14333496 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0100s; samplesPerSecond = 127493.8
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 1.08225098 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0100s; samplesPerSecond = 127983.4
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 1.07119141 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0098s; samplesPerSecond = 130192.4
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 1.15795898 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0100s; samplesPerSecond = 128517.9
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 1.07988281 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0100s; samplesPerSecond = 128634.2
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 1.17856445 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 1.11027832 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0101s; samplesPerSecond = 126247.7
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 1.13554687 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0100s; samplesPerSecond = 128369.7
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 1.08906250 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0106s; samplesPerSecond = 121317.8
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 1.17053223 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0102s; samplesPerSecond = 125647.9
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 1.18173828 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0102s; samplesPerSecond = 125514.8
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 1.11203613 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0098s; samplesPerSecond = 130674.9
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 1.19941406 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0099s; samplesPerSecond = 129607.1
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 1.12216797 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0098s; samplesPerSecond = 130653.6
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 1.14709473 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0100s; samplesPerSecond = 127974.4
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 1.11628418 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0101s; samplesPerSecond = 126459.7
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 1.12238770 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0098s; samplesPerSecond = 130884.7
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 1.13002930 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0102s; samplesPerSecond = 125551.7
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 1.24848633 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0099s; samplesPerSecond = 128963.4
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 1.22036133 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0098s; samplesPerSecond = 130519.0
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 1.15549316 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0101s; samplesPerSecond = 127015.6
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 1.15078125 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0100s; samplesPerSecond = 127922.0
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 1.19335938 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0098s; samplesPerSecond = 130962.4
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 1.12109375 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0098s; samplesPerSecond = 130085.3
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 1.10917969 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0101s; samplesPerSecond = 126414.8
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 1.14401855 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0099s; samplesPerSecond = 129278.6
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 1.18684082 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0099s; samplesPerSecond = 129442.0
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 1.12502441 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0098s; samplesPerSecond = 130767.0
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 1.13137207 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0099s; samplesPerSecond = 129892.5
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 1.18754883 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0099s; samplesPerSecond = 129912.3
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 1.16274414 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0098s; samplesPerSecond = 130844.6
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 1.16674805 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0102s; samplesPerSecond = 126026.4
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 1.09606934 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0098s; samplesPerSecond = 130083.9
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 1.15529785 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0099s; samplesPerSecond = 129528.4
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 1.15935059 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0099s; samplesPerSecond = 128853.0
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 1.18217773 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0102s; samplesPerSecond = 124973.2
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 1.20144043 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0098s; samplesPerSecond = 130943.6
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 1.14321289 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0099s; samplesPerSecond = 129659.6
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 1.14602051 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0098s; samplesPerSecond = 130633.6
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 1.08859863 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0099s; samplesPerSecond = 128661.3
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 1.13098145 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0100s; samplesPerSecond = 127934.8
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 1.15136719 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0098s; samplesPerSecond = 130837.9
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 1.04802246 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0099s; samplesPerSecond = 129011.4
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 1.19484863 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0100s; samplesPerSecond = 128345.2
01/16/2018 22:32:47:  Epoch[ 8 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 1.20449219 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0099s; samplesPerSecond = 128862.1
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 1.12573242 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0100s; samplesPerSecond = 128462.5
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 1.17155762 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0099s; samplesPerSecond = 128866.0
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 1.07495117 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0098s; samplesPerSecond = 130791.1
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 1.16298828 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0100s; samplesPerSecond = 128546.3
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 1.17050781 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0100s; samplesPerSecond = 127556.1
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 1.15588379 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0098s; samplesPerSecond = 130792.4
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 1.12727051 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0099s; samplesPerSecond = 129106.4
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 1.07736816 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130175.2
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 1.18698730 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0099s; samplesPerSecond = 129573.0
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 1.16940918 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0098s; samplesPerSecond = 130122.3
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 1.06166992 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0098s; samplesPerSecond = 130363.5
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 1.24040527 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0101s; samplesPerSecond = 127354.3
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 1.16481934 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0100s; samplesPerSecond = 128248.8
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 1.17099609 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0098s; samplesPerSecond = 130524.3
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 1.16999512 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0098s; samplesPerSecond = 130107.7
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 1.16201172 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0098s; samplesPerSecond = 130508.4
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 1.14370117 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0098s; samplesPerSecond = 130621.6
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 1.15881348 * 1280; EvalClassificationError = 0.36015625 * 1280; time = 0.0099s; samplesPerSecond = 129329.5
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 1.12182617 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0098s; samplesPerSecond = 130485.8
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 1.06225586 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0098s; samplesPerSecond = 130697.6
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 1.15859375 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0100s; samplesPerSecond = 128119.2
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 1.16367187 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0098s; samplesPerSecond = 130753.7
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 1.17077637 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0099s; samplesPerSecond = 128863.4
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 1.13146973 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0099s; samplesPerSecond = 129161.2
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 1.08046875 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0098s; samplesPerSecond = 130515.0
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 1.11691895 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0100s; samplesPerSecond = 127680.8
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 1.15805664 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0099s; samplesPerSecond = 129144.2
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 1.10256348 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 130772.4
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 1.13811035 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0100s; samplesPerSecond = 127742.0
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 1.19907227 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0098s; samplesPerSecond = 130751.0
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 1.13994141 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0100s; samplesPerSecond = 127899.0
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 1.21953125 * 1280; EvalClassificationError = 0.39843750 * 1280; time = 0.0099s; samplesPerSecond = 129793.7
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 1.16560059 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0098s; samplesPerSecond = 130888.7
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 1.16352539 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0099s; samplesPerSecond = 128808.9
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 1.07297363 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 130123.6
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 1.07761230 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 130159.3
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 1.15869141 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0101s; samplesPerSecond = 127154.4
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 1.14094238 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0099s; samplesPerSecond = 128680.7
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 1.18083496 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0098s; samplesPerSecond = 130616.2
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 1.14155273 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0101s; samplesPerSecond = 126584.8
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 1.20407715 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0098s; samplesPerSecond = 130776.4
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 1.14472656 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0101s; samplesPerSecond = 126117.1
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 1.16940918 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0099s; samplesPerSecond = 129859.6
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 1.13823242 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0098s; samplesPerSecond = 130855.3
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 1.14775391 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0099s; samplesPerSecond = 128696.2
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 1.18889160 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0101s; samplesPerSecond = 126839.4
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 1.13981934 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0098s; samplesPerSecond = 130700.3
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 1.12998047 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0099s; samplesPerSecond = 129706.9
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 1.14338379 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0099s; samplesPerSecond = 129512.7
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 1.09401855 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0098s; samplesPerSecond = 130423.3
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 1.11762695 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0100s; samplesPerSecond = 127870.9
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 1.18625488 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0100s; samplesPerSecond = 127800.6
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 1.16979980 * 1280; EvalClassificationError = 0.36015625 * 1280; time = 0.0098s; samplesPerSecond = 130612.2
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 1.09770508 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0099s; samplesPerSecond = 129321.7
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 1.12106934 * 1280; EvalClassificationError = 0.36015625 * 1280; time = 0.0098s; samplesPerSecond = 130749.7
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 1.16972656 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0125s; samplesPerSecond = 102381.2
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 1.13818359 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0099s; samplesPerSecond = 128879.0
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 1.11130371 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0098s; samplesPerSecond = 130820.5
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 1.13925781 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0099s; samplesPerSecond = 129180.7
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 1.13181152 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0099s; samplesPerSecond = 129925.5
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 1.20361328 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0098s; samplesPerSecond = 130686.9
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 1.17563477 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0101s; samplesPerSecond = 127100.1
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 1.14338379 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0098s; samplesPerSecond = 131046.8
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 1.13723145 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0098s; samplesPerSecond = 130922.2
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 1.15595703 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0098s; samplesPerSecond = 130436.6
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 1.13637695 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0098s; samplesPerSecond = 131155.6
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 1.10493164 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0098s; samplesPerSecond = 131073.7
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 1.09895020 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0098s; samplesPerSecond = 131194.6
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 1.13283691 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0098s; samplesPerSecond = 131255.1
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 1.10173340 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0098s; samplesPerSecond = 130670.9
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 1.17753906 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0100s; samplesPerSecond = 128203.8
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 1.16010742 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0098s; samplesPerSecond = 130860.6
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 1.14628906 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0097s; samplesPerSecond = 131290.1
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 1.16923828 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0098s; samplesPerSecond = 131138.1
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 1.13166504 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0097s; samplesPerSecond = 131318.4
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 1.09831543 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0097s; samplesPerSecond = 131302.3
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 1.16538086 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0098s; samplesPerSecond = 130416.6
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 1.17941895 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0098s; samplesPerSecond = 130748.3
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 1.11533203 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0098s; samplesPerSecond = 131259.2
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 1.09770508 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0098s; samplesPerSecond = 131275.3
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 1.15639648 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0100s; samplesPerSecond = 128421.2
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 1.06591797 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0098s; samplesPerSecond = 130566.9
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 1.13300781 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0098s; samplesPerSecond = 131050.9
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 1.10336914 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0098s; samplesPerSecond = 130823.2
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 1.11787109 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0098s; samplesPerSecond = 130682.9
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 1.14614258 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0098s; samplesPerSecond = 131122.0
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 1.12485352 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0098s; samplesPerSecond = 131046.8
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 1.19160156 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0098s; samplesPerSecond = 130883.4
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 1.09575195 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0098s; samplesPerSecond = 130792.4
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 1.13725586 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0098s; samplesPerSecond = 131114.0
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 1.15112305 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0098s; samplesPerSecond = 131111.3
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 1.16650391 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0098s; samplesPerSecond = 130779.1
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 1.15307617 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 130840.5
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 1.20307617 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0098s; samplesPerSecond = 130908.8
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 1.26425781 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0098s; samplesPerSecond = 130903.4
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 1.16206055 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0098s; samplesPerSecond = 131088.4
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 1.15683594 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0098s; samplesPerSecond = 131119.3
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 1.16196289 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0098s; samplesPerSecond = 130340.9
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 1.11728516 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0098s; samplesPerSecond = 130949.0
01/16/2018 22:32:48:  Epoch[ 8 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 1.17856445 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0099s; samplesPerSecond = 129816.1
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 1.19555664 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0100s; samplesPerSecond = 127762.4
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 1.16416016 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0098s; samplesPerSecond = 130737.6
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 1.16210938 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0098s; samplesPerSecond = 130864.6
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 1.08569336 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0098s; samplesPerSecond = 131093.8
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 1.11176758 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 131257.8
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 1.14580078 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0098s; samplesPerSecond = 130777.7
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 1.06933594 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0098s; samplesPerSecond = 130935.6
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 1.11279297 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0098s; samplesPerSecond = 130654.9
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 1.15771484 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0099s; samplesPerSecond = 128700.1
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 1.21674805 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0098s; samplesPerSecond = 130633.6
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 1.10981445 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0098s; samplesPerSecond = 130914.1
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 1.20419922 * 1280; EvalClassificationError = 0.40000000 * 1280; time = 0.0098s; samplesPerSecond = 131165.0
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 1.06166992 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0098s; samplesPerSecond = 131197.3
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 1.20839844 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0098s; samplesPerSecond = 131205.3
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 1.15009766 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0098s; samplesPerSecond = 130605.6
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 1.12080078 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0098s; samplesPerSecond = 130839.2
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 1.14672852 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0099s; samplesPerSecond = 129820.1
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 1.10961914 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0098s; samplesPerSecond = 130646.9
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 1.16860352 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0098s; samplesPerSecond = 130724.3
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 1.11176758 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0098s; samplesPerSecond = 130902.1
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 1.15244141 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0098s; samplesPerSecond = 131138.1
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 1.14257812 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0098s; samplesPerSecond = 130696.3
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 1.15991211 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0098s; samplesPerSecond = 130043.0
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 1.13725586 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0098s; samplesPerSecond = 130866.0
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 1.19882812 * 1280; EvalClassificationError = 0.40234375 * 1280; time = 0.0098s; samplesPerSecond = 130993.2
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 1.21386719 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0098s; samplesPerSecond = 130961.0
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 1.14233398 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0100s; samplesPerSecond = 128591.5
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 1.10019531 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0098s; samplesPerSecond = 131240.3
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 1.17358398 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0098s; samplesPerSecond = 131189.2
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 1.11757813 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0098s; samplesPerSecond = 130942.3
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 1.17475586 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0098s; samplesPerSecond = 131179.8
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 1.17182617 * 1280; EvalClassificationError = 0.39765625 * 1280; time = 0.0098s; samplesPerSecond = 130920.8
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 1.18706055 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0098s; samplesPerSecond = 130784.4
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 1.14897461 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0098s; samplesPerSecond = 131119.3
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 1.21816406 * 1280; EvalClassificationError = 0.41171875 * 1280; time = 0.0098s; samplesPerSecond = 131130.1
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 1.19282227 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0098s; samplesPerSecond = 131263.2
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 1.19648438 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0098s; samplesPerSecond = 130973.1
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 1.20927734 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0099s; samplesPerSecond = 128980.2
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 1.15087891 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0098s; samplesPerSecond = 131222.8
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 1.15522461 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0098s; samplesPerSecond = 130543.0
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 1.20708008 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0098s; samplesPerSecond = 130998.6
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 1.15688477 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0098s; samplesPerSecond = 130487.1
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 1.13520508 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0098s; samplesPerSecond = 130832.5
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 1.14267578 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0098s; samplesPerSecond = 130309.1
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 1.14580078 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0098s; samplesPerSecond = 130989.2
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 1.14121094 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 1.21264648 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0100s; samplesPerSecond = 128129.4
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 1.08750000 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130832.5
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 1.15273438 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0101s; samplesPerSecond = 126232.7
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 1.20385742 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0098s; samplesPerSecond = 130089.2
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 1.05605469 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0143s; samplesPerSecond = 89689.2
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 1.16518555 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0098s; samplesPerSecond = 131132.8
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 1.18872070 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0101s; samplesPerSecond = 127177.2
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 1.03808594 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0101s; samplesPerSecond = 127349.2
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 1.11166992 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0098s; samplesPerSecond = 130549.6
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 1.15068359 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0130s; samplesPerSecond = 98831.0
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 1.12465820 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0098s; samplesPerSecond = 130551.0
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 1.15820312 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0098s; samplesPerSecond = 130574.9
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 1.21791992 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0099s; samplesPerSecond = 128666.5
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 1.16416016 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0099s; samplesPerSecond = 129334.7
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 1.20000000 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0098s; samplesPerSecond = 130509.7
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 1.18671875 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0102s; samplesPerSecond = 125970.6
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 1.16337891 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0098s; samplesPerSecond = 131045.5
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 1.10336914 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0097s; samplesPerSecond = 131411.4
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 1.21318359 * 1280; EvalClassificationError = 0.38593750 * 1280; time = 0.0098s; samplesPerSecond = 131044.2
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 1.15024414 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0098s; samplesPerSecond = 131202.7
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 1.21372070 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0098s; samplesPerSecond = 130535.0
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 1.14150391 * 1280; EvalClassificationError = 0.39609375 * 1280; time = 0.0098s; samplesPerSecond = 130698.9
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 1.07255859 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0098s; samplesPerSecond = 130616.2
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 1.16035156 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0098s; samplesPerSecond = 130265.3
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 1.10839844 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0099s; samplesPerSecond = 129663.6
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 1.08310547 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0098s; samplesPerSecond = 130935.6
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 1.18813477 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0098s; samplesPerSecond = 131012.0
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 1.19228516 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0099s; samplesPerSecond = 128687.2
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 1.10639648 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0098s; samplesPerSecond = 131265.9
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 1.12402344 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0099s; samplesPerSecond = 129742.4
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 1.16997070 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0098s; samplesPerSecond = 131072.3
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 1.11215820 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0098s; samplesPerSecond = 131193.2
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 1.15737305 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0098s; samplesPerSecond = 130875.3
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 1.15502930 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0098s; samplesPerSecond = 130033.7
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 1.14560547 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0098s; samplesPerSecond = 130801.8
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 1.12543945 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0098s; samplesPerSecond = 130447.2
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 1.10195313 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0098s; samplesPerSecond = 131057.6
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 1.10356445 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0098s; samplesPerSecond = 130843.2
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 1.15727539 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0098s; samplesPerSecond = 131217.5
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 1.14199219 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0098s; samplesPerSecond = 131216.1
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 1.04228516 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0101s; samplesPerSecond = 126169.3
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 1.15952148 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0098s; samplesPerSecond = 131021.4
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 1.15493164 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0098s; samplesPerSecond = 130851.2
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 1.16191406 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0099s; samplesPerSecond = 129145.5
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 1.20444336 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0098s; samplesPerSecond = 130991.9
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 1.11000977 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0099s; samplesPerSecond = 129111.7
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 1.14228516 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0098s; samplesPerSecond = 131053.5
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 1.18076172 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0098s; samplesPerSecond = 131230.9
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 1.15737305 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0098s; samplesPerSecond = 131119.3
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 1.15380859 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0098s; samplesPerSecond = 130868.6
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 1.15058594 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0097s; samplesPerSecond = 131373.7
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 1.14990234 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0098s; samplesPerSecond = 131084.4
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 1.14628906 * 1280; EvalClassificationError = 0.39687500 * 1280; time = 0.0098s; samplesPerSecond = 130864.6
01/16/2018 22:32:49:  Epoch[ 8 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 1.13745117 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0098s; samplesPerSecond = 130596.3
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 1.11967773 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0099s; samplesPerSecond = 129557.3
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 1.19218750 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 1.20795898 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0098s; samplesPerSecond = 131002.6
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 1.11679687 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0098s; samplesPerSecond = 131104.6
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 1.17114258 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0098s; samplesPerSecond = 131112.6
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 1.12739258 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0098s; samplesPerSecond = 130904.8
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 1.08271484 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0097s; samplesPerSecond = 131313.0
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 1.09350586 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0098s; samplesPerSecond = 130902.1
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 1.13940430 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0098s; samplesPerSecond = 131034.8
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 1.17607422 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0098s; samplesPerSecond = 131142.2
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 1.14677734 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0099s; samplesPerSecond = 128689.8
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 1.13632812 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0101s; samplesPerSecond = 126784.1
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 1.16098633 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0098s; samplesPerSecond = 131206.7
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 1.12895508 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 130785.7
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 1.17915039 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0098s; samplesPerSecond = 129995.4
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 1.09150391 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0098s; samplesPerSecond = 130974.4
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 1.15893555 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0098s; samplesPerSecond = 130301.1
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 1.15322266 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0098s; samplesPerSecond = 130924.9
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 1.14125977 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0098s; samplesPerSecond = 130556.3
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 1.11577148 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0098s; samplesPerSecond = 131049.5
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 1.15874023 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0098s; samplesPerSecond = 129987.5
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 1.19184570 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0098s; samplesPerSecond = 130626.9
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 1.07934570 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0138s; samplesPerSecond = 92843.8
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 1.10712891 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0098s; samplesPerSecond = 131058.9
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 1.17104492 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0098s; samplesPerSecond = 130855.3
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 1.12407227 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0099s; samplesPerSecond = 129542.9
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 1.11416016 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0098s; samplesPerSecond = 131092.5
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 1.13286133 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0098s; samplesPerSecond = 130916.8
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 1.15722656 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0098s; samplesPerSecond = 131044.2
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 1.17304688 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0098s; samplesPerSecond = 130584.3
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 1.16489258 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0099s; samplesPerSecond = 129397.5
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 1.22465820 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0098s; samplesPerSecond = 130989.2
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 1.17753906 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 1.19306641 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0098s; samplesPerSecond = 131233.6
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 1.14169922 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0098s; samplesPerSecond = 131068.3
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 1.21567383 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0098s; samplesPerSecond = 131222.8
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 1.17192383 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0099s; samplesPerSecond = 129053.1
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 1.11279297 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 131155.6
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 1.12475586 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0098s; samplesPerSecond = 130775.0
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 1.21171875 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0098s; samplesPerSecond = 130408.6
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 1.17270508 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0099s; samplesPerSecond = 129524.5
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 1.15249023 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0103s; samplesPerSecond = 124511.2
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 1.15659180 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0098s; samplesPerSecond = 130887.4
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 1.15634766 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0098s; samplesPerSecond = 130788.4
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 1.14345703 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0101s; samplesPerSecond = 127301.1
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 1.09140625 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0098s; samplesPerSecond = 131087.1
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 1.05219727 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0101s; samplesPerSecond = 127349.2
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 1.12475586 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0098s; samplesPerSecond = 130713.6
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 1.16054688 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0098s; samplesPerSecond = 131061.6
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 1.22661133 * 1280; EvalClassificationError = 0.39765625 * 1280; time = 0.0098s; samplesPerSecond = 130938.3
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 1.16572266 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0099s; samplesPerSecond = 129460.3
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 1.14326172 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0099s; samplesPerSecond = 129295.5
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 1.12666016 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0098s; samplesPerSecond = 131038.8
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 1.14902344 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0098s; samplesPerSecond = 130994.5
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 1.14648438 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0098s; samplesPerSecond = 130729.6
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 1.18837891 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0112s; samplesPerSecond = 113857.7
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 1.15224609 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0098s; samplesPerSecond = 131143.5
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 1.13959961 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0098s; samplesPerSecond = 131118.0
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 1.12460937 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130560.3
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 1.07465820 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0098s; samplesPerSecond = 131140.8
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 1.15385742 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0099s; samplesPerSecond = 129238.1
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 1.15786133 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0102s; samplesPerSecond = 125794.8
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 1.09331055 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0098s; samplesPerSecond = 130949.0
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 1.15517578 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0099s; samplesPerSecond = 128723.4
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 1.12802734 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 130932.9
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 1.14560547 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0098s; samplesPerSecond = 131108.6
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 1.11689453 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0099s; samplesPerSecond = 129459.0
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 1.12695312 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0098s; samplesPerSecond = 130991.9
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 1.20078125 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0098s; samplesPerSecond = 131202.7
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 1.17836914 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0101s; samplesPerSecond = 126696.3
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 1.21181641 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0098s; samplesPerSecond = 131068.3
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 1.20283203 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0100s; samplesPerSecond = 128536.0
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 1.10224609 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0098s; samplesPerSecond = 130892.7
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 1.15800781 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 130938.3
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 1.13710938 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0099s; samplesPerSecond = 128862.1
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 1.19155273 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0101s; samplesPerSecond = 126693.8
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 1.08950195 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0098s; samplesPerSecond = 131143.5
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 1.18549805 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0098s; samplesPerSecond = 130731.0
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 1.19428711 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0097s; samplesPerSecond = 131283.4
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 1.15161133 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0097s; samplesPerSecond = 131306.3
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 1.11669922 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0099s; samplesPerSecond = 128867.3
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 1.13388672 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0098s; samplesPerSecond = 130870.0
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 1.16962891 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0098s; samplesPerSecond = 130563.0
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 1.15229492 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0098s; samplesPerSecond = 130568.3
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 1.11674805 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0098s; samplesPerSecond = 130792.4
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 1.18686523 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0098s; samplesPerSecond = 130977.1
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 1.12006836 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0099s; samplesPerSecond = 128902.3
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 1.14282227 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 1.10791016 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0098s; samplesPerSecond = 130796.4
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 1.21166992 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0098s; samplesPerSecond = 130883.4
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 1.12612305 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0098s; samplesPerSecond = 130445.9
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 1.10161133 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0098s; samplesPerSecond = 130537.7
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 1.13300781 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0098s; samplesPerSecond = 130974.4
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 1.16567383 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0098s; samplesPerSecond = 131112.6
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 1.17329102 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0098s; samplesPerSecond = 130823.2
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 1.14267578 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0098s; samplesPerSecond = 130791.1
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 1.15732422 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0098s; samplesPerSecond = 130548.3
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 1.11953125 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0098s; samplesPerSecond = 131077.7
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 1.11645508 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0098s; samplesPerSecond = 131076.4
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 1.14838867 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0098s; samplesPerSecond = 130884.7
01/16/2018 22:32:50:  Epoch[ 8 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 1.21005859 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0098s; samplesPerSecond = 131054.9
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 1.11914062 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0102s; samplesPerSecond = 125757.7
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 1.13115234 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0099s; samplesPerSecond = 129282.5
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 1.17241211 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0098s; samplesPerSecond = 130985.2
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 1.08881836 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0098s; samplesPerSecond = 130813.8
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 1.16982422 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0099s; samplesPerSecond = 129057.0
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 1.10327148 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0098s; samplesPerSecond = 131045.5
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 1.20712891 * 1280; EvalClassificationError = 0.41953125 * 1280; time = 0.0098s; samplesPerSecond = 130920.8
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 1.13549805 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0098s; samplesPerSecond = 131278.0
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 1.19873047 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0098s; samplesPerSecond = 131171.7
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 1.20146484 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0098s; samplesPerSecond = 130923.5
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 1.10278320 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 131079.0
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 1.11899414 * 1280; EvalClassificationError = 0.38359375 * 1280; time = 0.0098s; samplesPerSecond = 130313.1
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 1.11264648 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0104s; samplesPerSecond = 123422.3
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 1.15537109 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0098s; samplesPerSecond = 130765.7
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 1.18588867 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0099s; samplesPerSecond = 128751.9
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 1.16196289 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0099s; samplesPerSecond = 129804.3
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 1.09257812 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 130780.4
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 1.09233398 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0098s; samplesPerSecond = 130943.6
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 1.21127930 * 1280; EvalClassificationError = 0.39453125 * 1280; time = 0.0098s; samplesPerSecond = 130658.9
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 1.21586914 * 1280; EvalClassificationError = 0.40468750 * 1280; time = 0.0097s; samplesPerSecond = 131286.1
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 1.09262695 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0100s; samplesPerSecond = 127919.4
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 1.11381836 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0098s; samplesPerSecond = 131053.5
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 1.15004883 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0098s; samplesPerSecond = 131264.5
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 1.11542969 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0099s; samplesPerSecond = 128912.7
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 1.14042969 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0098s; samplesPerSecond = 130919.5
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 1.18911133 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0098s; samplesPerSecond = 131156.9
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 1.17778320 * 1280; EvalClassificationError = 0.39375000 * 1280; time = 0.0098s; samplesPerSecond = 131084.4
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 1.15390625 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0098s; samplesPerSecond = 130973.1
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 1.16816406 * 1280; EvalClassificationError = 0.38593750 * 1280; time = 0.0098s; samplesPerSecond = 131228.2
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 1.16845703 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 130998.6
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 1.12583008 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0099s; samplesPerSecond = 128726.0
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 1.18139648 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 131142.2
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 1.14667969 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0098s; samplesPerSecond = 131112.6
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 1.16499023 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0098s; samplesPerSecond = 131001.2
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 1.12470703 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0098s; samplesPerSecond = 131182.5
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 1.11894531 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0097s; samplesPerSecond = 131304.9
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 1.12504883 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0099s; samplesPerSecond = 129925.5
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 1.11684570 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0098s; samplesPerSecond = 131229.6
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 1.15341797 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0098s; samplesPerSecond = 131018.7
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 1.15781250 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0099s; samplesPerSecond = 129296.8
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 1.08486328 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0097s; samplesPerSecond = 131765.9
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 1.14990234 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0100s; samplesPerSecond = 127745.8
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 1.11303711 * 1280; EvalClassificationError = 0.36015625 * 1280; time = 0.0098s; samplesPerSecond = 131119.3
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 1.13647461 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0098s; samplesPerSecond = 130902.1
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 1.12031250 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0098s; samplesPerSecond = 131197.3
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 1.08647461 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0099s; samplesPerSecond = 129863.5
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 1.14594727 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0098s; samplesPerSecond = 131140.8
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 1.13061523 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0098s; samplesPerSecond = 131174.4
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 1.10864258 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0098s; samplesPerSecond = 131127.4
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 1.18247070 * 1280; EvalClassificationError = 0.38906250 * 1280; time = 0.0098s; samplesPerSecond = 130268.0
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 1.19184570 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0100s; samplesPerSecond = 127685.9
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 1.06772461 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 131162.3
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 1.17514648 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0098s; samplesPerSecond = 130305.1
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 1.16718750 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0098s; samplesPerSecond = 130844.6
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 1.15307617 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0098s; samplesPerSecond = 130982.5
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 1.08813477 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0162s; samplesPerSecond = 79034.3
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 1.19741211 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0099s; samplesPerSecond = 128967.3
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 1.10737305 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0099s; samplesPerSecond = 128915.3
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 1.11840820 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0098s; samplesPerSecond = 130678.9
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 1.21953125 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0100s; samplesPerSecond = 127719.0
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 1.10825195 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0101s; samplesPerSecond = 126352.4
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 1.16635742 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0098s; samplesPerSecond = 130314.4
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 1.24897461 * 1280; EvalClassificationError = 0.40078125 * 1280; time = 0.0099s; samplesPerSecond = 129612.4
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 1.20468750 * 1280; EvalClassificationError = 0.39140625 * 1280; time = 0.0098s; samplesPerSecond = 130512.4
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 1.09633789 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0099s; samplesPerSecond = 129442.0
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 1.25761719 * 1280; EvalClassificationError = 0.41171875 * 1280; time = 0.0102s; samplesPerSecond = 126050.0
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 1.17182617 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0098s; samplesPerSecond = 130812.5
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 1.18510742 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0099s; samplesPerSecond = 129122.1
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 1.15161133 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0098s; samplesPerSecond = 130420.6
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 1.16279297 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0098s; samplesPerSecond = 130622.9
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 1.19428711 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0102s; samplesPerSecond = 126092.2
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 1.10932617 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0100s; samplesPerSecond = 127633.7
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 1.15385742 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0099s; samplesPerSecond = 129408.0
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 1.04365234 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0099s; samplesPerSecond = 129603.2
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 1.12939453 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0098s; samplesPerSecond = 130864.6
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 1.08955078 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0103s; samplesPerSecond = 124447.0
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 1.13647461 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0102s; samplesPerSecond = 125646.6
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 1.15888672 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0098s; samplesPerSecond = 130728.3
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 1.13002930 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0099s; samplesPerSecond = 129858.3
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 1.02929688 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0101s; samplesPerSecond = 126211.6
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 1.14731445 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0099s; samplesPerSecond = 129101.2
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 1.18896484 * 1280; EvalClassificationError = 0.39296875 * 1280; time = 0.0101s; samplesPerSecond = 127358.1
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 1.13383789 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0098s; samplesPerSecond = 130661.6
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 1.17587891 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0098s; samplesPerSecond = 130888.7
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 1.11083984 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0098s; samplesPerSecond = 130240.1
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 1.12875977 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0099s; samplesPerSecond = 129109.0
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 1.15986328 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0098s; samplesPerSecond = 130759.0
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 1.14086914 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0100s; samplesPerSecond = 127764.9
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 1.12290039 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0098s; samplesPerSecond = 130658.9
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 1.15717773 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0099s; samplesPerSecond = 129642.6
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 1.15048828 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0100s; samplesPerSecond = 127633.7
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 1.15463867 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0098s; samplesPerSecond = 130819.2
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 1.11738281 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0100s; samplesPerSecond = 128472.8
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 1.13032227 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0099s; samplesPerSecond = 129447.2
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 1.14052734 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0098s; samplesPerSecond = 130853.9
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 1.12583008 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0101s; samplesPerSecond = 127283.4
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 1.11523438 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0100s; samplesPerSecond = 128033.3
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 1.19809570 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0098s; samplesPerSecond = 130593.6
01/16/2018 22:32:51:  Epoch[ 8 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 1.06831055 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0099s; samplesPerSecond = 129941.3
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 1.14921875 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0098s; samplesPerSecond = 130069.4
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 1.22177734 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0102s; samplesPerSecond = 126082.3
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 1.09482422 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0098s; samplesPerSecond = 130362.2
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 1.12812500 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 130525.7
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 1.19267578 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0099s; samplesPerSecond = 129926.8
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 1.13286133 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0100s; samplesPerSecond = 128035.9
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 1.20859375 * 1280; EvalClassificationError = 0.40156250 * 1280; time = 0.0098s; samplesPerSecond = 130507.0
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 1.10039062 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0099s; samplesPerSecond = 129354.3
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 1.14008789 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0099s; samplesPerSecond = 129119.5
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 1.06259766 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130648.2
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 1.15273438 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0100s; samplesPerSecond = 128268.1
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 1.14277344 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0098s; samplesPerSecond = 130696.3
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 1.13686523 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0102s; samplesPerSecond = 125400.4
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 1.13569336 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0098s; samplesPerSecond = 130173.9
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 1.17719727 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0099s; samplesPerSecond = 128927.0
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 1.11508789 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0099s; samplesPerSecond = 129683.3
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 1.13222656 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0100s; samplesPerSecond = 128291.2
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 1.10356445 * 1280; EvalClassificationError = 0.36015625 * 1280; time = 0.0098s; samplesPerSecond = 130923.5
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 1.17275391 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0099s; samplesPerSecond = 129215.9
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 1.06826172 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0099s; samplesPerSecond = 128897.1
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 1.16088867 * 1280; EvalClassificationError = 0.38750000 * 1280; time = 0.0098s; samplesPerSecond = 130457.8
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 1.14848633 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0113s; samplesPerSecond = 113346.6
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 1.14077148 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0100s; samplesPerSecond = 128412.2
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 1.13803711 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0098s; samplesPerSecond = 130318.4
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 1.21005859 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0099s; samplesPerSecond = 128658.7
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 1.14335937 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0098s; samplesPerSecond = 130317.0
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 1.13481445 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0098s; samplesPerSecond = 130813.8
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 1.13862305 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0099s; samplesPerSecond = 129148.1
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 1.10708008 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0098s; samplesPerSecond = 130871.3
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 1.10732422 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0098s; samplesPerSecond = 130637.6
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 1.15122070 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0099s; samplesPerSecond = 129708.3
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 1.12851562 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0098s; samplesPerSecond = 130576.3
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 1.17778320 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0100s; samplesPerSecond = 128555.4
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 1.14873047 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0100s; samplesPerSecond = 128067.9
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 1.18081055 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0098s; samplesPerSecond = 130191.1
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 1.09589844 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0098s; samplesPerSecond = 130264.0
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 1.14140625 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0099s; samplesPerSecond = 128723.4
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 1.09726562 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0098s; samplesPerSecond = 130764.4
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 1.12460937 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0099s; samplesPerSecond = 128648.4
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 1.17080078 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0098s; samplesPerSecond = 130592.3
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 1.11230469 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0099s; samplesPerSecond = 128999.7
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 1.15419922 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0101s; samplesPerSecond = 126823.1
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 1.10117187 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0098s; samplesPerSecond = 130658.9
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 1.19082031 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0100s; samplesPerSecond = 128044.8
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 1.13515625 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 130076.0
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 1.20615234 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0098s; samplesPerSecond = 130592.3
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 1.16250000 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0098s; samplesPerSecond = 130507.0
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 1.13994141 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0098s; samplesPerSecond = 131040.1
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 1.08720703 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0098s; samplesPerSecond = 131021.4
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 1.22128906 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0099s; samplesPerSecond = 128785.6
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 1.17119141 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0098s; samplesPerSecond = 130795.1
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 1.08378906 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0100s; samplesPerSecond = 127688.4
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 1.18505859 * 1280; EvalClassificationError = 0.36015625 * 1280; time = 0.0099s; samplesPerSecond = 129264.2
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 1.07646484 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0098s; samplesPerSecond = 130756.3
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 1.14384766 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0100s; samplesPerSecond = 127548.5
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 1.14121094 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0100s; samplesPerSecond = 127961.6
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 1.17910156 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0098s; samplesPerSecond = 130509.7
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 1.12832031 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0099s; samplesPerSecond = 129750.3
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 1.15292969 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0099s; samplesPerSecond = 128901.0
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 1.12929688 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0098s; samplesPerSecond = 130372.8
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 1.10693359 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0099s; samplesPerSecond = 129291.6
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 1.09726562 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 130637.6
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 1.13222656 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0101s; samplesPerSecond = 127246.7
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 1.10703125 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0098s; samplesPerSecond = 129982.2
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 1.13886719 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0098s; samplesPerSecond = 130633.6
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 1.16025391 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0099s; samplesPerSecond = 129792.4
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 1.15566406 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0100s; samplesPerSecond = 127516.7
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 1.13789063 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0098s; samplesPerSecond = 130827.2
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 1.09902344 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0100s; samplesPerSecond = 128527.0
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 1.13281250 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0098s; samplesPerSecond = 130299.8
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 1.25214844 * 1280; EvalClassificationError = 0.39921875 * 1280; time = 0.0098s; samplesPerSecond = 130756.3
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 1.14912109 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0101s; samplesPerSecond = 127330.2
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 1.15156250 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0098s; samplesPerSecond = 130745.7
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 1.17070312 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0100s; samplesPerSecond = 127562.5
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 1.17148437 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0099s; samplesPerSecond = 129510.1
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 1.10820312 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0098s; samplesPerSecond = 130903.4
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 1.16103516 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0100s; samplesPerSecond = 128061.5
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 1.13652344 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0100s; samplesPerSecond = 128560.5
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 1.11748047 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0098s; samplesPerSecond = 130777.7
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 1.11328125 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0098s; samplesPerSecond = 130306.4
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 1.06787109 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0100s; samplesPerSecond = 128555.4
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 1.05888672 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0099s; samplesPerSecond = 129452.5
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 1.06083984 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0101s; samplesPerSecond = 127275.8
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 1.15947266 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0099s; samplesPerSecond = 129096.0
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 1.13447266 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0098s; samplesPerSecond = 130688.3
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 1.17880859 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0099s; samplesPerSecond = 129900.4
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 1.18916016 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0098s; samplesPerSecond = 130914.1
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 1.14824219 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0101s; samplesPerSecond = 126573.5
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 1.19521484 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0099s; samplesPerSecond = 129889.9
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 1.15263672 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0098s; samplesPerSecond = 130906.1
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 1.14492188 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0099s; samplesPerSecond = 129739.8
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 1.14697266 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0102s; samplesPerSecond = 125771.3
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 1.10839844 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0098s; samplesPerSecond = 130624.2
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 1.09414063 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0099s; samplesPerSecond = 128879.0
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 1.15156250 * 1280; EvalClassificationError = 0.38593750 * 1280; time = 0.0098s; samplesPerSecond = 130732.3
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 1.18662109 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0098s; samplesPerSecond = 130344.9
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 1.21357422 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0103s; samplesPerSecond = 124065.9
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 1.20341797 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0098s; samplesPerSecond = 130307.8
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 1.18544922 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0099s; samplesPerSecond = 128707.9
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 1.12050781 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0100s; samplesPerSecond = 128449.6
01/16/2018 22:32:52:  Epoch[ 8 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 1.16796875 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0098s; samplesPerSecond = 131025.4
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 1.13300781 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0101s; samplesPerSecond = 126491.0
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 1.13271484 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0100s; samplesPerSecond = 127413.9
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 1.15273438 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0098s; samplesPerSecond = 130775.0
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 1.17978516 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0098s; samplesPerSecond = 130634.9
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 1.14882813 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0102s; samplesPerSecond = 125377.1
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 1.14951172 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0098s; samplesPerSecond = 130650.9
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 1.12509766 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0100s; samplesPerSecond = 128319.5
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 1.10986328 * 1280; EvalClassificationError = 0.38125000 * 1280; time = 0.0099s; samplesPerSecond = 128836.1
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 1.16455078 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0098s; samplesPerSecond = 130677.6
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 1.16220703 * 1280; EvalClassificationError = 0.38515625 * 1280; time = 0.0099s; samplesPerSecond = 129697.7
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 1.11318359 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0098s; samplesPerSecond = 130669.6
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 1.16484375 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0103s; samplesPerSecond = 124611.8
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 1.11425781 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0099s; samplesPerSecond = 129703.0
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 1.20478516 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0098s; samplesPerSecond = 130244.1
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 1.15507812 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0100s; samplesPerSecond = 127827.4
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 1.09912109 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0101s; samplesPerSecond = 126173.0
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 1.12597656 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 130696.3
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 1.18339844 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0098s; samplesPerSecond = 130481.8
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 1.09013672 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0099s; samplesPerSecond = 128790.8
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 1.19218750 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0098s; samplesPerSecond = 130674.9
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 1.11728516 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0189s; samplesPerSecond = 67809.9
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 1.09580078 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0099s; samplesPerSecond = 128888.0
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 1.17451172 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0100s; samplesPerSecond = 128126.8
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 1.16250000 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0098s; samplesPerSecond = 130553.6
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 1.09892578 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0100s; samplesPerSecond = 127697.4
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 1.07753906 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0100s; samplesPerSecond = 127902.8
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 1.12148438 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0098s; samplesPerSecond = 131006.6
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 1.13398438 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0099s; samplesPerSecond = 129231.6
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 1.14716797 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0099s; samplesPerSecond = 129655.7
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 1.13212891 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0098s; samplesPerSecond = 130660.2
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 1.13212891 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0099s; samplesPerSecond = 129493.1
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 1.14121094 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0098s; samplesPerSecond = 130755.0
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 1.16748047 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0100s; samplesPerSecond = 128465.0
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 1.16396484 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0098s; samplesPerSecond = 129965.1
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 1.22509766 * 1280; EvalClassificationError = 0.40234375 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 1.15380859 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0100s; samplesPerSecond = 127743.2
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 1.11298828 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0099s; samplesPerSecond = 128798.6
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 1.09414063 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0098s; samplesPerSecond = 130646.9
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 1.13056641 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0099s; samplesPerSecond = 129699.1
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 1.11113281 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0100s; samplesPerSecond = 128506.3
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 1.13876953 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0098s; samplesPerSecond = 130851.2
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 1.11103516 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0100s; samplesPerSecond = 128221.8
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 1.09697266 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130673.6
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 1.10253906 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0099s; samplesPerSecond = 129456.4
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 1.18183594 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0100s; samplesPerSecond = 128175.6
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 1.06953125 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 130709.6
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 1.17587891 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0101s; samplesPerSecond = 126798.0
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 1.10068359 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0099s; samplesPerSecond = 129212.0
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 1.12617188 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0098s; samplesPerSecond = 130501.7
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 1.17968750 * 1280; EvalClassificationError = 0.39531250 * 1280; time = 0.0100s; samplesPerSecond = 127633.7
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 1.14970703 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0100s; samplesPerSecond = 127932.2
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 1.10869141 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0098s; samplesPerSecond = 130441.9
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 1.11679687 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0101s; samplesPerSecond = 126125.8
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 1.08847656 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0098s; samplesPerSecond = 130566.9
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 1.12792969 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0106s; samplesPerSecond = 121173.1
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 1.18886719 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0101s; samplesPerSecond = 127297.3
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 1.07050781 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 1.11494141 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0098s; samplesPerSecond = 130455.2
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 1.12871094 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0099s; samplesPerSecond = 129542.9
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 1.16064453 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 130915.5
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 1.13300781 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0101s; samplesPerSecond = 126765.3
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 1.13466797 * 1280; EvalClassificationError = 0.36015625 * 1280; time = 0.0100s; samplesPerSecond = 128161.5
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 1.08701172 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0098s; samplesPerSecond = 130783.1
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 1.13271484 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0099s; samplesPerSecond = 129629.4
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 1.15488281 * 1280; EvalClassificationError = 0.38671875 * 1280; time = 0.0099s; samplesPerSecond = 128764.9
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 1.07734375 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0098s; samplesPerSecond = 130402.0
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 1.15654297 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0101s; samplesPerSecond = 127294.8
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 1.09843750 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0098s; samplesPerSecond = 130520.3
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 1.17724609 * 1280; EvalClassificationError = 0.40703125 * 1280; time = 0.0100s; samplesPerSecond = 128062.8
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 1.18095703 * 1280; EvalClassificationError = 0.39062500 * 1280; time = 0.0102s; samplesPerSecond = 125960.7
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 1.15292969 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0098s; samplesPerSecond = 130668.2
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 1.20332031 * 1280; EvalClassificationError = 0.38593750 * 1280; time = 0.0099s; samplesPerSecond = 129895.2
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 1.07656250 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 130138.2
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 1.11425781 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0098s; samplesPerSecond = 130833.9
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 1.12978516 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0101s; samplesPerSecond = 126711.3
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 1.09638672 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0099s; samplesPerSecond = 129024.5
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 1.10917969 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0098s; samplesPerSecond = 130801.8
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 1.13144531 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0099s; samplesPerSecond = 129044.0
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 1.10976563 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 130840.5
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 1.14648438 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0103s; samplesPerSecond = 124514.8
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 1.14257812 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0098s; samplesPerSecond = 130057.5
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 1.17685547 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0098s; samplesPerSecond = 130737.6
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 1.11074219 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0100s; samplesPerSecond = 128363.3
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 1.13007813 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0098s; samplesPerSecond = 130441.9
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 1.11025391 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0098s; samplesPerSecond = 130343.6
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 1.13740234 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0102s; samplesPerSecond = 125820.8
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 1.17724609 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0101s; samplesPerSecond = 127188.5
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 1.09707031 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0098s; samplesPerSecond = 130464.5
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 1.18642578 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0098s; samplesPerSecond = 130589.6
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 1.14326172 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0101s; samplesPerSecond = 126960.2
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 1.12910156 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0098s; samplesPerSecond = 130521.7
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 1.15712891 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0100s; samplesPerSecond = 128567.0
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 1.22919922 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0098s; samplesPerSecond = 130574.9
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 1.18232422 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0099s; samplesPerSecond = 129553.3
01/16/2018 22:32:53:  Epoch[ 8 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 1.15273438 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0101s; samplesPerSecond = 126962.7
01/16/2018 22:32:53: Finished Epoch[ 8 of 25]: [Training] CrossEntropyWithSoftmax = 1.14276924 * 1124823; EvalClassificationError = 0.36828016 * 1124823; totalSamplesSeen = 8998584; learningRatePerSample = 0.0078125; epochTime=8.93596s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:32:54: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.32884964 * 122487; perplexity = 3.77669632; EvalClassificationError = 0.41517059 * 122487
01/16/2018 22:32:54: Finished Epoch[ 8 of 25]: [Validate] CrossEntropyWithSoftmax = 1.32884964 * 122487; EvalClassificationError = 0.41517059 * 122487
01/16/2018 22:32:54: Loading (rolling back to) previous model with best training-criterion value: /tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.7.
ValidateSubNetwork: InvStdOfFeatures InvStdDev operation changed, from [792 x 1] to [792].ValidateSubNetwork: MeanOfFeatures Mean operation changed, from [792 x 1] to [792].ValidateSubNetwork: Prior Mean operation changed, from [183 x 1] to [183].01/16/2018 22:32:54: learnRatePerSample reduced to 0.00390625
01/16/2018 22:32:54: SGD: revoke back to and update checkpoint file for epoch 7

01/16/2018 22:32:54: Starting Epoch 8: learning rate per sample = 0.003906  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 7: frames [7873761..8998584] (first utterance at frame 7873761), data subset 0 of 1, with 1 datapasses

01/16/2018 22:32:54: Starting minibatch loop.
01/16/2018 22:32:54:  Epoch[ 8 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 1.14436426 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0101s; samplesPerSecond = 126966.5
01/16/2018 22:32:54:  Epoch[ 8 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 1.14415712 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0098s; samplesPerSecond = 130171.3
01/16/2018 22:32:54:  Epoch[ 8 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 1.15769596 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0098s; samplesPerSecond = 130672.2
01/16/2018 22:32:54:  Epoch[ 8 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 1.04719391 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0102s; samplesPerSecond = 126046.3
01/16/2018 22:32:54:  Epoch[ 8 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 1.09684792 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0099s; samplesPerSecond = 129248.5
01/16/2018 22:32:54:  Epoch[ 8 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 1.05544395 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130382.1
01/16/2018 22:32:54:  Epoch[ 8 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 1.11492538 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:32:54:  Epoch[ 8 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 1.04404755 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130531.0
01/16/2018 22:32:54:  Epoch[ 8 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 1.06564407 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0102s; samplesPerSecond = 125314.5
01/16/2018 22:32:54:  Epoch[ 8 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 1.15261078 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0098s; samplesPerSecond = 130541.6
01/16/2018 22:32:54:  Epoch[ 8 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 1.07045670 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 130596.3
01/16/2018 22:32:54:  Epoch[ 8 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 1.16503067 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0099s; samplesPerSecond = 128888.0
01/16/2018 22:32:54:  Epoch[ 8 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 1.05614014 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0101s; samplesPerSecond = 126576.0
01/16/2018 22:32:54:  Epoch[ 8 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 1.10605927 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0098s; samplesPerSecond = 130764.4
01/16/2018 22:32:54:  Epoch[ 8 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 1.10529022 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0099s; samplesPerSecond = 129791.1
01/16/2018 22:32:54:  Epoch[ 8 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 1.08119659 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0098s; samplesPerSecond = 129992.8
01/16/2018 22:32:54:  Epoch[ 8 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 1.06380005 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130697.6
01/16/2018 22:32:54:  Epoch[ 8 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 1.05480194 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0099s; samplesPerSecond = 128999.7
01/16/2018 22:32:54:  Epoch[ 8 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 1.08380280 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 130590.9
01/16/2018 22:32:54:  Epoch[ 8 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 1.07501373 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0099s; samplesPerSecond = 128968.6
01/16/2018 22:32:54:  Epoch[ 8 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 1.14645691 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0098s; samplesPerSecond = 130433.9
01/16/2018 22:32:54:  Epoch[ 8 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 1.11001740 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0098s; samplesPerSecond = 130408.6
01/16/2018 22:32:54:  Epoch[ 8 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 1.07527161 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0099s; samplesPerSecond = 128717.0
01/16/2018 22:32:54:  Epoch[ 8 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 1.10703125 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0102s; samplesPerSecond = 125929.7
01/16/2018 22:32:54:  Epoch[ 8 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 1.09413757 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0098s; samplesPerSecond = 130967.7
01/16/2018 22:32:54:  Epoch[ 8 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 1.09424133 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0099s; samplesPerSecond = 129234.2
01/16/2018 22:32:54:  Epoch[ 8 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 1.04874573 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0100s; samplesPerSecond = 128184.6
01/16/2018 22:32:54:  Epoch[ 8 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 1.12447510 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0098s; samplesPerSecond = 130751.0
01/16/2018 22:32:54:  Epoch[ 8 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 1.00558167 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 129268.1
01/16/2018 22:32:54:  Epoch[ 8 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 1.10929260 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0098s; samplesPerSecond = 130727.0
01/16/2018 22:32:54:  Epoch[ 8 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 1.02760010 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0099s; samplesPerSecond = 129788.5
01/16/2018 22:32:54:  Epoch[ 8 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 1.05845947 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0099s; samplesPerSecond = 129607.1
01/16/2018 22:32:54:  Epoch[ 8 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 1.11271362 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0098s; samplesPerSecond = 130765.7
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 1.10736389 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0101s; samplesPerSecond = 127003.0
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 1.02928772 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 129785.9
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 1.07019348 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0098s; samplesPerSecond = 130592.3
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 1.07293091 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0099s; samplesPerSecond = 128702.7
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 1.08323364 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0102s; samplesPerSecond = 125981.8
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 1.03985291 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0098s; samplesPerSecond = 130310.4
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 1.01886292 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0099s; samplesPerSecond = 129746.4
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 1.10502014 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0098s; samplesPerSecond = 130533.7
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 1.06224670 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0100s; samplesPerSecond = 127626.1
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 1.04386292 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130166.0
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 1.10604858 * 1280; EvalClassificationError = 0.36015625 * 1280; time = 0.0098s; samplesPerSecond = 130241.5
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 1.11260681 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0100s; samplesPerSecond = 127992.3
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 1.12074890 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0100s; samplesPerSecond = 128541.2
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 1.07200317 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0098s; samplesPerSecond = 130883.4
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 1.09160156 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0098s; samplesPerSecond = 130003.4
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 1.08874512 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0100s; samplesPerSecond = 128355.5
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 1.07261353 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0098s; samplesPerSecond = 130706.9
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 1.07742920 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0099s; samplesPerSecond = 128927.0
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 1.13860474 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0098s; samplesPerSecond = 131033.4
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 1.11157227 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0100s; samplesPerSecond = 128120.4
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 1.08811646 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0101s; samplesPerSecond = 126594.8
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 1.14595337 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0098s; samplesPerSecond = 130531.0
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 1.06175537 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0099s; samplesPerSecond = 129113.0
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 1.09091187 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0099s; samplesPerSecond = 129051.8
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 1.07722168 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0098s; samplesPerSecond = 130836.5
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 1.07951660 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0101s; samplesPerSecond = 127229.0
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 1.13684692 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0099s; samplesPerSecond = 129208.1
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 1.04052734 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130969.1
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 1.03978271 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0098s; samplesPerSecond = 130618.9
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 1.02962036 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0100s; samplesPerSecond = 127747.1
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 1.05623779 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0098s; samplesPerSecond = 130813.8
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 1.11273193 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0099s; samplesPerSecond = 129215.9
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 1.09013672 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 1.08685303 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0098s; samplesPerSecond = 130117.0
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 1.06423950 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 130963.7
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 1.08449707 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 130521.7
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 1.03593140 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0100s; samplesPerSecond = 127752.2
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 1.05664673 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 130185.8
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 1.09912720 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0098s; samplesPerSecond = 130528.3
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 1.05878906 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0098s; samplesPerSecond = 130725.6
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 1.12182617 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0100s; samplesPerSecond = 127476.1
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 1.04870605 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 131003.9
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 1.11965942 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0099s; samplesPerSecond = 128739.0
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 1.08916626 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0098s; samplesPerSecond = 130792.4
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 1.11792603 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0098s; samplesPerSecond = 130451.2
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 1.02716675 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0100s; samplesPerSecond = 128369.7
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 1.02899780 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130629.6
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 1.05047607 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130278.6
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 1.06670532 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 130032.4
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 1.07029419 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0098s; samplesPerSecond = 130570.9
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 1.10479736 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0101s; samplesPerSecond = 127038.3
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 1.05996094 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130629.6
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 1.07412109 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 130900.8
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 1.10032959 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0099s; samplesPerSecond = 128937.4
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 1.08181763 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0098s; samplesPerSecond = 130590.9
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 1.05316772 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0100s; samplesPerSecond = 127608.2
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 1.16909180 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0099s; samplesPerSecond = 129913.6
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 1.05863647 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0098s; samplesPerSecond = 130991.9
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 1.00343018 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0099s; samplesPerSecond = 129353.0
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 1.01802368 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0099s; samplesPerSecond = 129745.1
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 1.09129639 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0098s; samplesPerSecond = 130859.3
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 1.11990967 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0100s; samplesPerSecond = 127837.6
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 1.08059082 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130936.9
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 1.12645264 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0098s; samplesPerSecond = 130652.2
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 1.04714355 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0101s; samplesPerSecond = 127120.3
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 1.10928955 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0098s; samplesPerSecond = 130325.0
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 1.07088623 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0100s; samplesPerSecond = 127822.3
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 1.09455566 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0098s; samplesPerSecond = 130258.7
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 1.16710205 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0098s; samplesPerSecond = 130776.4
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 1.15103760 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0099s; samplesPerSecond = 128971.2
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 1.04758301 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0101s; samplesPerSecond = 126804.2
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 1.02105713 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 130748.3
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 1.09809570 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0098s; samplesPerSecond = 130379.4
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 1.08424072 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0098s; samplesPerSecond = 130962.4
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 1.06846924 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0099s; samplesPerSecond = 129670.2
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 1.06854248 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0102s; samplesPerSecond = 125501.3
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 1.09448242 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 130914.1
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 1.07067871 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 129973.0
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 1.05156250 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0100s; samplesPerSecond = 127836.4
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 1.11408691 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0098s; samplesPerSecond = 130612.2
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 1.04858398 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0101s; samplesPerSecond = 127184.7
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 1.10809326 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0098s; samplesPerSecond = 130698.9
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 1.11174316 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0098s; samplesPerSecond = 130866.0
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 1.09739990 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0100s; samplesPerSecond = 128630.3
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 1.07867432 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0100s; samplesPerSecond = 127833.8
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 1.05789795 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 130203.0
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 1.03132324 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0101s; samplesPerSecond = 126847.0
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 1.04299316 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130266.6
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 1.05886230 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0101s; samplesPerSecond = 126786.7
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 1.06488037 * 1280; EvalClassificationError = 0.36015625 * 1280; time = 0.0099s; samplesPerSecond = 129243.3
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 1.05953369 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 130500.4
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 1.10095215 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0102s; samplesPerSecond = 125978.1
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 1.01677246 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 130581.6
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 1.10443115 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0098s; samplesPerSecond = 130866.0
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 1.01440430 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130097.2
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 1.11523438 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0100s; samplesPerSecond = 127911.7
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 1.05375977 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130729.6
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 1.05668945 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0099s; samplesPerSecond = 129502.2
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 1.09458008 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0100s; samplesPerSecond = 128209.0
01/16/2018 22:32:55:  Epoch[ 8 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 1.10819092 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0098s; samplesPerSecond = 130610.9
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 1.09873047 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0099s; samplesPerSecond = 129937.4
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 1.13696289 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0099s; samplesPerSecond = 129054.4
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 1.07363281 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 130230.9
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 1.09919434 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130330.3
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 1.05263672 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 130476.4
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 1.05140381 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0100s; samplesPerSecond = 128070.4
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 1.12615967 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0100s; samplesPerSecond = 128413.5
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 1.10394287 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0098s; samplesPerSecond = 130823.2
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 1.09417725 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0098s; samplesPerSecond = 130596.3
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 1.00307617 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 129330.8
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 1.07783203 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0098s; samplesPerSecond = 130484.4
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 1.11339111 * 1280; EvalClassificationError = 0.36015625 * 1280; time = 0.0100s; samplesPerSecond = 127801.9
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 1.09908447 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0098s; samplesPerSecond = 130618.9
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 1.16228027 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0098s; samplesPerSecond = 129951.9
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 1.13581543 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0098s; samplesPerSecond = 130029.8
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 1.07028809 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130775.0
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 1.11844482 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0101s; samplesPerSecond = 127339.1
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 1.08839111 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0100s; samplesPerSecond = 128416.1
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 1.00953369 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130013.9
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 1.09796143 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0098s; samplesPerSecond = 130541.6
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 1.07445068 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0099s; samplesPerSecond = 129870.1
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 1.04921875 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0098s; samplesPerSecond = 129969.0
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 1.05408936 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0100s; samplesPerSecond = 128490.8
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 1.07136230 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0098s; samplesPerSecond = 130148.8
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 1.03126221 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0099s; samplesPerSecond = 128740.3
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 1.05238037 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0100s; samplesPerSecond = 127511.6
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 1.12186279 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0099s; samplesPerSecond = 129081.7
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 1.07902832 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0098s; samplesPerSecond = 130566.9
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 1.10449219 * 1280; EvalClassificationError = 0.38046875 * 1280; time = 0.0098s; samplesPerSecond = 130089.2
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 1.09007568 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0098s; samplesPerSecond = 130776.4
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 1.10275879 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0100s; samplesPerSecond = 127735.6
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 1.04212646 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0099s; samplesPerSecond = 129317.7
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 1.08610840 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 130847.2
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 1.08841553 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0193s; samplesPerSecond = 66350.5
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 1.06234131 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 129822.7
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 1.12049561 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0100s; samplesPerSecond = 127609.5
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 1.08194580 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 131033.4
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 1.08245850 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0098s; samplesPerSecond = 131080.4
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 1.07320557 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0099s; samplesPerSecond = 129835.9
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 1.07827148 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 131222.8
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 1.09030762 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0099s; samplesPerSecond = 129011.4
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 1.12872314 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0098s; samplesPerSecond = 130896.7
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 1.17628174 * 1280; EvalClassificationError = 0.38203125 * 1280; time = 0.0098s; samplesPerSecond = 130459.2
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 1.06260986 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 1.05361328 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 131028.1
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 1.07496338 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0098s; samplesPerSecond = 130685.6
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 1.16278076 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0097s; samplesPerSecond = 131322.5
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 1.13173828 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0098s; samplesPerSecond = 131170.4
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 1.05906982 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0098s; samplesPerSecond = 131099.2
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 1.14053955 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0100s; samplesPerSecond = 128014.1
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 1.04183350 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130975.8
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 1.05673828 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 131097.8
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 1.12811279 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0098s; samplesPerSecond = 131279.4
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 1.07100830 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0099s; samplesPerSecond = 129708.3
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 1.09083252 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0099s; samplesPerSecond = 129101.2
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 1.11629639 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 131240.3
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 1.12172852 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0100s; samplesPerSecond = 128479.2
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 1.06491699 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0099s; samplesPerSecond = 129116.9
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 1.04235840 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130682.9
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 1.02983398 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0099s; samplesPerSecond = 128950.4
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 1.06984863 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0098s; samplesPerSecond = 131006.6
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 1.00102539 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 131014.6
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 1.07766113 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0099s; samplesPerSecond = 129703.0
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 1.05366211 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 1.02294922 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 130306.4
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 1.06599121 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 131109.9
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 1.09780273 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0098s; samplesPerSecond = 130991.9
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 1.07253418 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 130965.0
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 1.08928223 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 130931.6
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 1.09814453 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0098s; samplesPerSecond = 131162.3
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 1.07358398 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 130379.4
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 1.09328613 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0098s; samplesPerSecond = 131093.8
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 1.06022949 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0100s; samplesPerSecond = 127993.6
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 1.11416016 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0098s; samplesPerSecond = 130932.9
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 1.07648926 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0098s; samplesPerSecond = 130819.2
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 1.10295410 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0100s; samplesPerSecond = 127853.0
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 1.07031250 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0100s; samplesPerSecond = 127697.4
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 1.04423828 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 131080.4
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 1.01750488 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 131061.6
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 1.14226074 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0098s; samplesPerSecond = 130943.6
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 1.06267090 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 131105.9
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 1.12507324 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0098s; samplesPerSecond = 131101.9
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 1.06770020 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 130212.3
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 1.10957031 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 131036.1
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 1.03383789 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130648.2
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 1.07385254 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0098s; samplesPerSecond = 130943.6
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 1.09223633 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0099s; samplesPerSecond = 129129.9
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 1.08398438 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 131136.8
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 1.11999512 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0098s; samplesPerSecond = 130961.0
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 1.10334473 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0098s; samplesPerSecond = 130700.3
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 1.03618164 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130457.8
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 1.06557617 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0098s; samplesPerSecond = 130820.5
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 1.02949219 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 131112.6
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 1.04387207 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0098s; samplesPerSecond = 131252.4
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 1.16557617 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0098s; samplesPerSecond = 131032.1
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 1.10307617 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0102s; samplesPerSecond = 125809.7
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 1.05212402 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130945.0
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 1.11425781 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0099s; samplesPerSecond = 129179.4
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 1.09809570 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0098s; samplesPerSecond = 130989.2
01/16/2018 22:32:56:  Epoch[ 8 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 1.08813477 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 130459.2
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 1.03168945 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0099s; samplesPerSecond = 128921.8
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 1.01354980 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 130776.4
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 1.08535156 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0098s; samplesPerSecond = 130844.6
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 1.07531738 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130339.6
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 1.07534180 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 1.01083984 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0101s; samplesPerSecond = 126681.2
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 1.01120605 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0098s; samplesPerSecond = 131050.9
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 1.09819336 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 131006.6
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 1.02956543 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131204.0
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 1.11918945 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0098s; samplesPerSecond = 130983.8
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 1.03647461 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 131239.0
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 1.06938477 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 130989.2
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 1.03164063 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 131271.3
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 1.10502930 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 131061.6
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 1.10134277 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0100s; samplesPerSecond = 128284.8
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 1.05405273 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0097s; samplesPerSecond = 131352.1
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 1.12165527 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0099s; samplesPerSecond = 129202.9
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 1.06250000 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0098s; samplesPerSecond = 130882.0
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 1.07944336 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0098s; samplesPerSecond = 130932.9
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 1.05192871 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0098s; samplesPerSecond = 130677.6
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 1.05187988 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 130751.0
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 1.05864258 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0098s; samplesPerSecond = 130378.1
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 1.18891602 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0098s; samplesPerSecond = 131084.4
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 1.14396973 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0098s; samplesPerSecond = 131077.7
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 1.08686523 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0098s; samplesPerSecond = 130485.8
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 1.09216309 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0101s; samplesPerSecond = 126498.5
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 1.13166504 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0098s; samplesPerSecond = 131057.6
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 1.05134277 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0100s; samplesPerSecond = 127626.1
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 1.02324219 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 129480.0
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 1.08359375 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130871.3
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 1.11867676 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0099s; samplesPerSecond = 129470.8
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 1.07509766 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0098s; samplesPerSecond = 130776.4
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 1.06406250 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 130648.2
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 1.11833496 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0098s; samplesPerSecond = 130645.6
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 1.08522949 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0098s; samplesPerSecond = 130735.0
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 1.10075684 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0098s; samplesPerSecond = 130244.1
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 1.03137207 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0099s; samplesPerSecond = 128652.3
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 1.09418945 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 131107.2
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 1.09243164 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0098s; samplesPerSecond = 131088.4
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 1.11508789 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 130755.0
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 1.11540527 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0098s; samplesPerSecond = 131210.7
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 1.06533203 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0099s; samplesPerSecond = 128678.1
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 1.07700195 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 130565.6
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 1.02919922 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0099s; samplesPerSecond = 129553.3
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 1.06049805 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0098s; samplesPerSecond = 130709.6
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 1.07883301 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0097s; samplesPerSecond = 131426.3
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 0.97792969 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 131255.1
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 1.11628418 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0098s; samplesPerSecond = 130797.8
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 1.13796387 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0098s; samplesPerSecond = 131084.4
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 1.05532227 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0097s; samplesPerSecond = 131365.6
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 1.10083008 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0098s; samplesPerSecond = 131212.1
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 1.01306152 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 131193.2
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 1.11447754 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0099s; samplesPerSecond = 129282.5
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 1.08657227 * 1280; EvalClassificationError = 0.36015625 * 1280; time = 0.0098s; samplesPerSecond = 130882.0
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 1.07236328 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 130985.2
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 1.05620117 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 130177.9
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 1.01081543 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130840.5
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 1.11677246 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0098s; samplesPerSecond = 130784.4
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 1.08803711 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0098s; samplesPerSecond = 130404.7
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 0.98991699 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130813.8
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 1.15063477 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0098s; samplesPerSecond = 131127.4
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 1.09111328 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0098s; samplesPerSecond = 130977.1
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 1.09562988 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0100s; samplesPerSecond = 127637.5
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 1.11105957 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0098s; samplesPerSecond = 130839.2
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 1.10988770 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 130250.7
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 1.06882324 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 131014.6
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 1.09248047 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 131214.8
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 1.06667480 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0098s; samplesPerSecond = 130896.7
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 1.00061035 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 131156.9
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 1.09238281 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0098s; samplesPerSecond = 130927.5
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 1.09890137 * 1280; EvalClassificationError = 0.36015625 * 1280; time = 0.0098s; samplesPerSecond = 131045.5
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 1.09841309 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0099s; samplesPerSecond = 128780.4
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 1.05861816 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0098s; samplesPerSecond = 130721.6
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 1.02519531 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 130407.3
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 1.04570312 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 131079.0
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 1.08972168 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130939.6
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 1.02114258 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0101s; samplesPerSecond = 126441.0
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 1.07612305 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0098s; samplesPerSecond = 130158.0
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 1.13085938 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0098s; samplesPerSecond = 130947.6
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 1.07602539 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0098s; samplesPerSecond = 130919.5
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 1.14553223 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0098s; samplesPerSecond = 130817.8
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 1.09001465 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0099s; samplesPerSecond = 129880.7
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 1.09787598 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0098s; samplesPerSecond = 130768.4
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 1.00969238 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130940.9
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 1.01569824 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0099s; samplesPerSecond = 128867.3
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 1.09350586 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0098s; samplesPerSecond = 130524.3
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 1.08073730 * 1280; EvalClassificationError = 0.36015625 * 1280; time = 0.0098s; samplesPerSecond = 131115.3
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 1.11713867 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0100s; samplesPerSecond = 128489.5
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 1.06457520 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 130372.8
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 1.13134766 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0110s; samplesPerSecond = 116801.1
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 1.07089844 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0102s; samplesPerSecond = 125829.4
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 1.08718262 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0100s; samplesPerSecond = 128477.9
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 1.07893066 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0098s; samplesPerSecond = 130799.1
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 1.09104004 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 131065.6
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 1.12883301 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0098s; samplesPerSecond = 131175.8
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 1.06716309 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0098s; samplesPerSecond = 130334.3
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 1.07575684 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0101s; samplesPerSecond = 127020.7
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 1.06518555 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 131028.1
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 1.02504883 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 130147.4
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 1.05434570 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 131165.0
01/16/2018 22:32:57:  Epoch[ 8 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 1.11420898 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0098s; samplesPerSecond = 131114.0
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 1.09377441 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0100s; samplesPerSecond = 128318.2
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 1.05012207 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0098s; samplesPerSecond = 130763.0
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 1.04672852 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 131032.1
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 1.10104980 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0098s; samplesPerSecond = 130404.7
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 1.07019043 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 131190.6
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 1.05454102 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 130396.7
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 1.06237793 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 131128.7
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 1.05861816 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130516.4
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 1.14804687 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0098s; samplesPerSecond = 130590.9
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 1.11667480 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0098s; samplesPerSecond = 130985.2
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 1.07778320 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 131067.0
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 1.07324219 * 1280; EvalClassificationError = 0.36015625 * 1280; time = 0.0098s; samplesPerSecond = 130286.5
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 1.08225098 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0098s; samplesPerSecond = 130799.1
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 1.06245117 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0098s; samplesPerSecond = 130399.3
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 1.03674316 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130500.4
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 1.05087891 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 130630.9
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 1.07666016 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0099s; samplesPerSecond = 129350.4
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 1.03161621 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 130755.0
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 1.09794922 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0099s; samplesPerSecond = 129542.9
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 1.08171387 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 130665.6
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 1.08083496 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0098s; samplesPerSecond = 130919.5
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 1.09895020 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0098s; samplesPerSecond = 130900.8
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 1.06101074 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0098s; samplesPerSecond = 130892.7
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 1.02670898 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130208.3
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 1.10051270 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0098s; samplesPerSecond = 130376.8
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 1.11342773 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0104s; samplesPerSecond = 123573.6
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 1.05278320 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 131134.1
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 1.03361816 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 130216.3
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 1.07604980 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0099s; samplesPerSecond = 129774.0
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 1.01811523 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130197.7
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 1.06298828 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0099s; samplesPerSecond = 129027.1
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 1.04743652 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 131085.8
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 1.04887695 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0098s; samplesPerSecond = 131267.2
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 1.08007812 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0098s; samplesPerSecond = 131255.1
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 1.04313965 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 130927.5
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 1.12758789 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0098s; samplesPerSecond = 130981.1
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 1.03432617 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0099s; samplesPerSecond = 129058.3
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 1.06704102 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 130654.9
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 1.07500000 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0098s; samplesPerSecond = 130569.6
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 1.10119629 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0099s; samplesPerSecond = 129234.2
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 1.09550781 * 1280; EvalClassificationError = 0.36015625 * 1280; time = 0.0098s; samplesPerSecond = 131056.2
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 1.12834473 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0099s; samplesPerSecond = 129653.1
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 1.19523926 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0098s; samplesPerSecond = 131038.8
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 1.08496094 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 131124.7
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 1.07368164 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 131046.8
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 1.08549805 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0098s; samplesPerSecond = 131115.3
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 1.05532227 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0102s; samplesPerSecond = 125259.3
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 1.09370117 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0098s; samplesPerSecond = 130544.3
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 1.10107422 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0098s; samplesPerSecond = 131109.9
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 1.10019531 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0099s; samplesPerSecond = 128975.1
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 1.09233398 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0101s; samplesPerSecond = 127102.7
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 1.01088867 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 130945.0
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 1.05131836 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0098s; samplesPerSecond = 130789.7
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 1.08320313 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 130411.3
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 0.98979492 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 131163.7
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 1.03876953 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130266.6
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 1.08437500 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0098s; samplesPerSecond = 130735.0
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 1.14287109 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0098s; samplesPerSecond = 130888.7
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 1.04692383 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0098s; samplesPerSecond = 131028.1
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 1.12783203 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0098s; samplesPerSecond = 130924.9
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 0.99824219 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130630.9
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 1.14047852 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0098s; samplesPerSecond = 130712.3
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 1.08159180 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0098s; samplesPerSecond = 131097.8
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 1.06118164 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0098s; samplesPerSecond = 131156.9
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 1.06752930 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0099s; samplesPerSecond = 129167.7
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 1.03359375 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 131167.7
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 1.10268555 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0099s; samplesPerSecond = 129466.9
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 1.04252930 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 130559.0
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 1.08789062 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 130630.9
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 1.07558594 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0098s; samplesPerSecond = 130998.6
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 1.09526367 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0098s; samplesPerSecond = 130870.0
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 1.06523437 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 131152.9
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 1.14296875 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0098s; samplesPerSecond = 131166.4
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 1.13242187 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0097s; samplesPerSecond = 131304.9
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 1.07001953 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0098s; samplesPerSecond = 131210.7
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 1.03452148 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130965.0
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 1.10620117 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0100s; samplesPerSecond = 128559.2
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 1.06176758 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0099s; samplesPerSecond = 128807.6
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 1.09887695 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0098s; samplesPerSecond = 131206.7
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 1.10156250 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0098s; samplesPerSecond = 130840.5
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 1.10668945 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0098s; samplesPerSecond = 130392.7
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 1.06972656 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0098s; samplesPerSecond = 131114.0
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 1.15000000 * 1280; EvalClassificationError = 0.38984375 * 1280; time = 0.0098s; samplesPerSecond = 131195.9
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 1.12172852 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0098s; samplesPerSecond = 130932.9
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 1.12280273 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0098s; samplesPerSecond = 130339.6
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 1.12695312 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0098s; samplesPerSecond = 131251.1
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 1.07529297 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0097s; samplesPerSecond = 131384.5
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 1.10703125 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0098s; samplesPerSecond = 131204.0
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 1.13735352 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0100s; samplesPerSecond = 128470.2
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 1.07973633 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130973.1
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 1.05776367 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0107s; samplesPerSecond = 119525.6
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 1.07534180 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 130150.1
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 1.07983398 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0098s; samplesPerSecond = 131038.8
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 1.07236328 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0100s; samplesPerSecond = 127800.6
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 1.12954102 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0098s; samplesPerSecond = 130411.3
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 1.02241211 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130488.4
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 1.09067383 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0101s; samplesPerSecond = 126171.8
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 1.13984375 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0098s; samplesPerSecond = 131201.3
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 0.97646484 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 131177.1
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 1.09936523 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0098s; samplesPerSecond = 131056.2
01/16/2018 22:32:58:  Epoch[ 8 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 1.12080078 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0098s; samplesPerSecond = 131134.1
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 0.96826172 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130557.6
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 1.03598633 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 130833.9
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 1.09106445 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0098s; samplesPerSecond = 131007.9
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 1.04697266 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0098s; samplesPerSecond = 131194.6
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 1.07768555 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0098s; samplesPerSecond = 131134.1
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 1.15219727 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0099s; samplesPerSecond = 129227.7
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 1.07778320 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0097s; samplesPerSecond = 131283.4
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 1.12866211 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0098s; samplesPerSecond = 131247.1
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 1.10717773 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 130720.3
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 1.09814453 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 1.04545898 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130853.9
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 1.13056641 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0097s; samplesPerSecond = 131391.2
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 1.08237305 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 131118.0
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 1.14174805 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0098s; samplesPerSecond = 131036.1
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 1.07329102 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0098s; samplesPerSecond = 130940.9
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 1.01933594 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130923.5
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 1.10839844 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0101s; samplesPerSecond = 127273.3
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 1.04921875 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130577.6
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 1.02641602 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 131093.8
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 1.12436523 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0098s; samplesPerSecond = 130981.1
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 1.12744141 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0099s; samplesPerSecond = 128964.7
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 1.03383789 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0098s; samplesPerSecond = 131162.3
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 1.05039062 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 130906.1
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 1.10063477 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0098s; samplesPerSecond = 131130.1
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 1.04130859 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0100s; samplesPerSecond = 127928.4
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 1.10146484 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0098s; samplesPerSecond = 130271.9
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 1.10053711 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0098s; samplesPerSecond = 130853.9
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 1.08090820 * 1280; EvalClassificationError = 0.36015625 * 1280; time = 0.0098s; samplesPerSecond = 130771.0
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 1.03886719 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0100s; samplesPerSecond = 128160.2
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 1.03295898 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130333.0
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 1.03471680 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0103s; samplesPerSecond = 124186.2
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 1.09350586 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0098s; samplesPerSecond = 130521.7
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 1.07060547 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130785.7
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 0.98032227 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0099s; samplesPerSecond = 129340.0
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 1.10439453 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0097s; samplesPerSecond = 131299.6
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 1.08769531 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0098s; samplesPerSecond = 130465.8
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 1.10356445 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 130676.2
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 1.13457031 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0098s; samplesPerSecond = 131076.4
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 1.05039062 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 130880.7
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 1.07387695 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0098s; samplesPerSecond = 130954.3
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 1.10712891 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 131118.0
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 1.10004883 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0099s; samplesPerSecond = 129188.5
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 1.06357422 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0098s; samplesPerSecond = 131057.6
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 1.07465820 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 131181.1
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 1.11015625 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0098s; samplesPerSecond = 130820.5
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 1.08247070 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0098s; samplesPerSecond = 131230.9
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 1.06938477 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 131087.1
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 1.06826172 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0098s; samplesPerSecond = 130270.6
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 1.13237305 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0098s; samplesPerSecond = 130784.4
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 1.13549805 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0098s; samplesPerSecond = 130249.4
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 1.06137695 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0098s; samplesPerSecond = 130035.0
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 1.09838867 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 131006.6
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 1.06499023 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0099s; samplesPerSecond = 129729.3
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 1.02026367 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0098s; samplesPerSecond = 131005.3
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 1.03007812 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130636.2
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 1.06914062 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0100s; samplesPerSecond = 128508.9
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 1.10024414 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 131195.9
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 1.05693359 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 131144.9
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 1.07817383 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 130951.7
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 1.10722656 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0098s; samplesPerSecond = 130906.1
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 1.07294922 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0098s; samplesPerSecond = 131130.1
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 1.10571289 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0099s; samplesPerSecond = 129929.5
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 1.03237305 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 131081.7
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 1.07182617 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0100s; samplesPerSecond = 127971.8
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 1.08642578 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0098s; samplesPerSecond = 130946.3
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 1.06787109 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 130724.3
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 1.03857422 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130811.1
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 1.08911133 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 131178.5
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 1.12919922 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0098s; samplesPerSecond = 131236.3
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 1.01557617 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 131252.4
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 1.03999023 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0098s; samplesPerSecond = 130763.0
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 1.09853516 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0099s; samplesPerSecond = 129107.7
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 1.06176758 * 1280; EvalClassificationError = 0.36015625 * 1280; time = 0.0098s; samplesPerSecond = 131198.6
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 1.05903320 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 131179.8
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 1.05683594 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 131191.9
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 1.09179688 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 130978.4
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 1.11005859 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0102s; samplesPerSecond = 125903.7
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 1.11445313 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130620.2
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 1.13989258 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 131275.3
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 1.11010742 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0099s; samplesPerSecond = 129645.2
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 1.11386719 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0099s; samplesPerSecond = 129609.8
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 1.08051758 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0099s; samplesPerSecond = 129926.8
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 1.14453125 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0098s; samplesPerSecond = 131251.1
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 1.10791016 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 131020.0
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 1.05131836 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 131014.6
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 1.05947266 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0098s; samplesPerSecond = 130319.7
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 1.14868164 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0097s; samplesPerSecond = 131533.0
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 1.10483398 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 130928.9
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 1.07504883 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0098s; samplesPerSecond = 131014.6
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 1.09233398 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0098s; samplesPerSecond = 131279.4
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 1.07944336 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0099s; samplesPerSecond = 129662.3
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 1.07890625 * 1280; EvalClassificationError = 0.36015625 * 1280; time = 0.0098s; samplesPerSecond = 130938.3
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 1.04379883 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 131260.5
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 0.98261719 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 131104.6
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 1.05986328 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0097s; samplesPerSecond = 131427.6
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 1.09873047 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0098s; samplesPerSecond = 130800.4
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 1.15219727 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0099s; samplesPerSecond = 129044.0
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 1.09135742 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 131030.7
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 1.08867187 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0098s; samplesPerSecond = 130816.5
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 1.05937500 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0097s; samplesPerSecond = 131304.9
01/16/2018 22:32:59:  Epoch[ 8 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 1.08237305 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0098s; samplesPerSecond = 131093.8
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 1.07949219 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0098s; samplesPerSecond = 131206.7
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 1.10927734 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0098s; samplesPerSecond = 130981.1
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 1.07402344 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0097s; samplesPerSecond = 131304.9
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 1.06826172 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0098s; samplesPerSecond = 130886.0
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 1.05903320 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 129808.2
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 1.02646484 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 129059.6
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 1.08764648 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0098s; samplesPerSecond = 131193.2
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 1.10239258 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0098s; samplesPerSecond = 130497.7
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 1.00600586 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130880.7
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 1.08632813 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0098s; samplesPerSecond = 130261.3
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 1.06166992 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0098s; samplesPerSecond = 130970.4
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 1.07514648 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0100s; samplesPerSecond = 128067.9
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 1.05117188 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 130392.7
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 1.06254883 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0098s; samplesPerSecond = 130935.6
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 1.13945312 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0098s; samplesPerSecond = 130386.1
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 1.10458984 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 130997.2
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 1.13789063 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0098s; samplesPerSecond = 130907.5
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 1.15815430 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0097s; samplesPerSecond = 131342.7
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 1.04062500 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 131154.3
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 1.10039062 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0098s; samplesPerSecond = 130837.9
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 1.06186523 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0098s; samplesPerSecond = 130732.3
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 1.11787109 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0100s; samplesPerSecond = 127699.9
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 1.02905273 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0138s; samplesPerSecond = 92930.7
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 1.11030273 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0098s; samplesPerSecond = 130412.6
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 1.11669922 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0098s; samplesPerSecond = 130021.8
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 1.08525391 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0101s; samplesPerSecond = 126332.4
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 1.05087891 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 131054.9
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 1.06723633 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0098s; samplesPerSecond = 131140.8
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 1.09575195 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0098s; samplesPerSecond = 130109.1
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 1.07993164 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 130839.2
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 1.03867187 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0101s; samplesPerSecond = 126397.3
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 1.11127930 * 1280; EvalClassificationError = 0.36015625 * 1280; time = 0.0099s; samplesPerSecond = 129833.2
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 1.06840820 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130951.7
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 1.07534180 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0098s; samplesPerSecond = 131099.2
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 1.04248047 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130713.6
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 1.14125977 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0098s; samplesPerSecond = 130480.4
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 1.05390625 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 131020.0
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 1.03525391 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0098s; samplesPerSecond = 131261.9
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 1.07446289 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0098s; samplesPerSecond = 131248.4
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 1.10180664 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0099s; samplesPerSecond = 129353.0
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 1.09243164 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0098s; samplesPerSecond = 130689.6
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 1.05166016 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130636.2
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 1.06547852 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0099s; samplesPerSecond = 129272.0
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 1.05961914 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0098s; samplesPerSecond = 130729.6
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 1.05268555 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130436.6
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 1.08666992 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 130915.5
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 1.14135742 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0098s; samplesPerSecond = 130499.1
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 1.05351562 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 130700.3
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 1.06235352 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130541.6
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 1.09428711 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0098s; samplesPerSecond = 130433.9
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 1.02055664 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130697.6
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 1.11137695 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0098s; samplesPerSecond = 131115.3
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 1.01865234 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 130204.4
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 1.13867188 * 1280; EvalClassificationError = 0.38281250 * 1280; time = 0.0098s; samplesPerSecond = 130388.7
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 1.06528320 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0098s; samplesPerSecond = 130625.6
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 1.12636719 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0100s; samplesPerSecond = 128265.5
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 1.14638672 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0098s; samplesPerSecond = 131091.1
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 1.04448242 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 131097.8
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 1.03388672 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130943.6
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 1.04414063 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 130708.3
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 1.08666992 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0098s; samplesPerSecond = 130983.8
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 1.10834961 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0099s; samplesPerSecond = 129389.6
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 1.09467773 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0097s; samplesPerSecond = 131400.6
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 1.01762695 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 131222.8
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 1.02543945 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0100s; samplesPerSecond = 128296.4
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 1.14619141 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0098s; samplesPerSecond = 131216.1
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 1.14018555 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0098s; samplesPerSecond = 130993.2
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 1.00722656 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130698.9
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 1.05058594 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130940.9
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 1.07934570 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0098s; samplesPerSecond = 130539.0
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 1.04130859 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0098s; samplesPerSecond = 131076.4
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 1.06630859 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0099s; samplesPerSecond = 128793.4
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 1.11572266 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0098s; samplesPerSecond = 130421.9
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 1.11845703 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 130612.2
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 1.07192383 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0098s; samplesPerSecond = 130147.4
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 1.09672852 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0098s; samplesPerSecond = 130054.9
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 1.10864258 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0098s; samplesPerSecond = 130950.3
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 1.05947266 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130444.5
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 1.09379883 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0098s; samplesPerSecond = 131185.2
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 1.07431641 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0101s; samplesPerSecond = 127312.5
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 1.10937500 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0101s; samplesPerSecond = 127341.6
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 1.05639648 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0098s; samplesPerSecond = 130982.5
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 1.05605469 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0098s; samplesPerSecond = 131109.9
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 1.05561523 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130528.3
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 1.05874023 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0099s; samplesPerSecond = 129523.2
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 1.09121094 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0098s; samplesPerSecond = 130963.7
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 1.10190430 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0102s; samplesPerSecond = 125955.7
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 1.02348633 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 131077.7
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 1.09174805 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0098s; samplesPerSecond = 130398.0
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 1.05156250 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130384.7
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 1.07177734 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0100s; samplesPerSecond = 128239.8
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 1.04648437 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0100s; samplesPerSecond = 127781.5
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 1.01035156 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 1.08134766 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0100s; samplesPerSecond = 128039.7
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 1.04916992 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0098s; samplesPerSecond = 130767.0
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 1.03706055 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130708.3
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 1.12202148 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0098s; samplesPerSecond = 130729.6
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 1.11108398 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0099s; samplesPerSecond = 129222.4
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 1.00791016 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130886.0
01/16/2018 22:33:00:  Epoch[ 8 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 1.10683594 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0099s; samplesPerSecond = 129728.0
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 1.10478516 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0098s; samplesPerSecond = 130698.9
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 1.09062500 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0102s; samplesPerSecond = 124997.6
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 1.02045898 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0099s; samplesPerSecond = 129366.1
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 1.13305664 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0098s; samplesPerSecond = 130922.2
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 1.02294922 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0101s; samplesPerSecond = 126970.3
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 1.05791016 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0100s; samplesPerSecond = 127941.1
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 1.13618164 * 1280; EvalClassificationError = 0.37421875 * 1280; time = 0.0098s; samplesPerSecond = 130886.0
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 1.04174805 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0099s; samplesPerSecond = 129225.1
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 1.09370117 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0098s; samplesPerSecond = 130698.9
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 1.18115234 * 1280; EvalClassificationError = 0.38828125 * 1280; time = 0.0098s; samplesPerSecond = 131148.9
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 1.13593750 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0099s; samplesPerSecond = 129533.7
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 1.02075195 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0099s; samplesPerSecond = 129813.5
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 1.19291992 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0098s; samplesPerSecond = 130676.2
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 1.09868164 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0098s; samplesPerSecond = 130440.5
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 1.11225586 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0098s; samplesPerSecond = 130398.0
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 1.06723633 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 130484.4
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 1.08696289 * 1280; EvalClassificationError = 0.36015625 * 1280; time = 0.0099s; samplesPerSecond = 129813.5
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 1.12343750 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 130915.5
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 1.03715820 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 131076.4
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 1.08100586 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0098s; samplesPerSecond = 131050.9
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 0.98022461 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 131239.0
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 1.06289063 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0098s; samplesPerSecond = 131093.8
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 1.02910156 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 130424.6
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 1.06318359 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0097s; samplesPerSecond = 131395.3
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 1.09145508 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0098s; samplesPerSecond = 130884.7
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 1.05820312 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0099s; samplesPerSecond = 129838.5
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 0.96313477 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 127837.6
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 1.09697266 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 130612.2
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 1.10410156 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0098s; samplesPerSecond = 131053.5
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 1.08569336 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0099s; samplesPerSecond = 128936.1
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 1.10502930 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0098s; samplesPerSecond = 130497.7
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 1.05576172 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0105s; samplesPerSecond = 122228.4
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 1.05937500 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0098s; samplesPerSecond = 130621.6
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 1.09375000 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 130907.5
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 1.06459961 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0101s; samplesPerSecond = 127103.9
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 1.04584961 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 129561.2
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 1.07172852 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0098s; samplesPerSecond = 131020.0
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 1.07119141 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0100s; samplesPerSecond = 127812.1
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 1.09038086 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0098s; samplesPerSecond = 131144.9
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 1.05966797 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0099s; samplesPerSecond = 129070.0
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 1.06464844 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0098s; samplesPerSecond = 130823.2
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 1.06064453 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 130346.2
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 1.06987305 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0098s; samplesPerSecond = 130997.2
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 1.05385742 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0099s; samplesPerSecond = 129900.4
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 1.13002930 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0098s; samplesPerSecond = 130914.1
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 0.99877930 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 131280.7
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 1.09941406 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0099s; samplesPerSecond = 129341.3
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 1.13930664 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0098s; samplesPerSecond = 131097.8
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 1.03247070 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 131099.2
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 1.05600586 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0098s; samplesPerSecond = 131081.7
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 1.11621094 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0098s; samplesPerSecond = 131241.7
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 1.07539063 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0099s; samplesPerSecond = 129006.2
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 1.14155273 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0098s; samplesPerSecond = 130612.2
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 1.03759766 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130447.2
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 1.06684570 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0098s; samplesPerSecond = 130828.5
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 0.99462891 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 131116.6
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 1.08828125 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0101s; samplesPerSecond = 126212.8
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 1.07763672 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0098s; samplesPerSecond = 130665.6
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 1.05991211 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0098s; samplesPerSecond = 130993.2
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 1.05737305 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0098s; samplesPerSecond = 131222.8
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 1.11650391 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0098s; samplesPerSecond = 131114.0
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 1.05810547 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0098s; samplesPerSecond = 131127.4
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 1.06391602 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0099s; samplesPerSecond = 129184.6
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 1.04277344 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 130975.8
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 1.10048828 * 1280; EvalClassificationError = 0.36015625 * 1280; time = 0.0098s; samplesPerSecond = 130319.7
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 1.01044922 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 129596.6
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 1.10390625 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0098s; samplesPerSecond = 131216.1
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 1.07509766 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 130532.3
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 1.08203125 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0098s; samplesPerSecond = 131021.4
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 1.05092773 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 131057.6
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 1.13608398 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0098s; samplesPerSecond = 131073.7
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 1.06704102 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0099s; samplesPerSecond = 129398.8
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 1.07744141 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 130936.9
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 1.06264648 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130069.4
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 1.04677734 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 131163.7
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 1.04619141 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 131032.1
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 1.07153320 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0098s; samplesPerSecond = 130209.7
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 1.06406250 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0098s; samplesPerSecond = 130630.9
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 1.09531250 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0098s; samplesPerSecond = 129974.3
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 1.10166016 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0098s; samplesPerSecond = 130694.9
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 1.11000977 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130662.9
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 1.01879883 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0100s; samplesPerSecond = 128363.3
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 1.07836914 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0098s; samplesPerSecond = 129951.9
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 1.03867187 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130797.8
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 1.06909180 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 131275.3
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 1.08984375 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0099s; samplesPerSecond = 129548.1
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 1.06601562 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 130971.7
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 1.09038086 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0099s; samplesPerSecond = 128885.4
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 1.04189453 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 130685.6
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 1.12094727 * 1280; EvalClassificationError = 0.38437500 * 1280; time = 0.0098s; samplesPerSecond = 130521.7
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 1.07939453 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0098s; samplesPerSecond = 130828.5
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 1.14384766 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0098s; samplesPerSecond = 131120.7
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 1.10229492 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0099s; samplesPerSecond = 129596.6
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 1.06718750 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0098s; samplesPerSecond = 130829.8
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 1.02744141 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130690.9
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 1.15473633 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0098s; samplesPerSecond = 130637.6
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 1.09160156 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0098s; samplesPerSecond = 131264.5
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 1.00800781 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130779.1
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 1.12172852 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130644.2
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 1.01767578 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 131080.4
01/16/2018 22:33:01:  Epoch[ 8 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 1.07558594 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0107s; samplesPerSecond = 120113.4
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 1.07299805 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0100s; samplesPerSecond = 128598.0
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 1.12412109 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0097s; samplesPerSecond = 131326.5
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 1.06806641 * 1280; EvalClassificationError = 0.36015625 * 1280; time = 0.0101s; samplesPerSecond = 127186.0
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 1.08491211 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 131122.0
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 1.05502930 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 131126.0
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 1.04643555 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0100s; samplesPerSecond = 128002.6
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 1.03886719 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0097s; samplesPerSecond = 131527.6
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 1.06889648 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0100s; samplesPerSecond = 128197.4
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 1.04990234 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 131135.4
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 1.06406250 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 131096.5
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 1.09536133 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0098s; samplesPerSecond = 131280.7
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 1.07685547 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0098s; samplesPerSecond = 130900.8
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 1.08984375 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 130975.8
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 1.03823242 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130945.0
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 1.06547852 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0098s; samplesPerSecond = 130938.3
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 1.17397461 * 1280; EvalClassificationError = 0.37968750 * 1280; time = 0.0098s; samplesPerSecond = 131012.0
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 1.08422852 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0099s; samplesPerSecond = 129443.3
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 1.08974609 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0098s; samplesPerSecond = 131205.3
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 1.08613281 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0099s; samplesPerSecond = 129381.8
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 1.11059570 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0098s; samplesPerSecond = 130390.0
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 1.03959961 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 130792.4
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 1.08364258 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0098s; samplesPerSecond = 130689.6
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 1.05615234 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 131052.2
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 1.04453125 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 131243.0
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 1.05156250 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0097s; samplesPerSecond = 131337.3
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 1.00244141 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130076.0
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 0.99228516 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 128502.4
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 1.00605469 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130747.0
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 1.09638672 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0098s; samplesPerSecond = 131040.1
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 1.05439453 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 130983.8
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 1.10644531 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 131186.5
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 1.11962891 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0098s; samplesPerSecond = 131046.8
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 1.07607422 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0099s; samplesPerSecond = 129493.1
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 1.10507812 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0098s; samplesPerSecond = 131084.4
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 1.07792969 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0099s; samplesPerSecond = 128786.9
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 1.06347656 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0098s; samplesPerSecond = 130439.2
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 1.09130859 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0098s; samplesPerSecond = 130789.7
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 1.03789062 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 130977.1
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 1.01630859 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0098s; samplesPerSecond = 131194.6
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 1.07763672 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0097s; samplesPerSecond = 131326.5
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 1.10742188 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0098s; samplesPerSecond = 131060.3
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 1.15517578 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0098s; samplesPerSecond = 130962.4
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 1.12099609 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0098s; samplesPerSecond = 130625.6
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 1.09287109 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0098s; samplesPerSecond = 131033.4
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 1.04443359 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 131174.4
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 1.10429687 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0098s; samplesPerSecond = 131154.3
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 1.07871094 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0099s; samplesPerSecond = 129055.7
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 1.06132812 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 131034.8
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 1.07998047 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0098s; samplesPerSecond = 131144.9
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 1.13105469 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0097s; samplesPerSecond = 131530.3
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 1.06875000 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0098s; samplesPerSecond = 131068.3
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 1.09443359 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0097s; samplesPerSecond = 131362.9
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 1.06064453 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0097s; samplesPerSecond = 131307.6
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 1.03828125 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0098s; samplesPerSecond = 130629.6
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 1.09150391 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0098s; samplesPerSecond = 131166.4
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 1.07675781 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0098s; samplesPerSecond = 130872.7
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 1.04843750 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0099s; samplesPerSecond = 129266.8
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 1.10009766 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0100s; samplesPerSecond = 128363.3
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 1.04648437 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 131041.5
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 1.14033203 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0098s; samplesPerSecond = 130986.5
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 1.08261719 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 131259.2
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 1.04736328 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130652.2
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 1.06054688 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0100s; samplesPerSecond = 127594.3
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 1.11123047 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0098s; samplesPerSecond = 131017.3
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 1.02392578 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 131253.8
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 1.14052734 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0098s; samplesPerSecond = 131002.6
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 1.06328125 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0098s; samplesPerSecond = 130387.4
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 1.03916016 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 130932.9
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 1.10341797 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 131131.4
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 1.10703125 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0098s; samplesPerSecond = 131105.9
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 1.04912109 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0098s; samplesPerSecond = 131182.5
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 1.02226562 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 131179.8
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 1.07324219 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0099s; samplesPerSecond = 128873.8
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 1.05722656 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 130856.6
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 1.07880859 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0098s; samplesPerSecond = 131151.6
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 1.07568359 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 131158.3
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 1.06650391 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0098s; samplesPerSecond = 130827.2
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 1.07949219 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 1.11064453 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 131186.5
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 1.09296875 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0098s; samplesPerSecond = 130971.7
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 1.14697266 * 1280; EvalClassificationError = 0.37656250 * 1280; time = 0.0098s; samplesPerSecond = 130902.1
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 1.10000000 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0099s; samplesPerSecond = 129693.8
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 1.04111328 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0099s; samplesPerSecond = 129535.0
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 1.03740234 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 1.06376953 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0099s; samplesPerSecond = 129911.0
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 1.04199219 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130879.3
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 1.06445312 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0099s; samplesPerSecond = 128801.1
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 1.04482422 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0099s; samplesPerSecond = 129746.4
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 1.03574219 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 131195.9
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 1.02763672 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0098s; samplesPerSecond = 130961.0
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 1.11601562 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0098s; samplesPerSecond = 130779.1
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 1.02900391 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 131226.9
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 1.11904297 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0098s; samplesPerSecond = 130867.3
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 1.03242188 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 131169.0
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 1.06611328 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 131092.5
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 1.10859375 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0098s; samplesPerSecond = 130884.7
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 1.07705078 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0098s; samplesPerSecond = 130256.0
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 1.03525391 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0100s; samplesPerSecond = 127953.9
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 1.04179687 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130714.9
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 1.03037109 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 131018.7
01/16/2018 22:33:02:  Epoch[ 8 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 1.05498047 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0098s; samplesPerSecond = 131214.8
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 1.11494141 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0098s; samplesPerSecond = 131085.8
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 0.98974609 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130971.7
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 1.05214844 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 131128.7
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 1.07968750 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0098s; samplesPerSecond = 131237.6
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 1.09140625 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0098s; samplesPerSecond = 131135.4
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 1.06337891 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0099s; samplesPerSecond = 129170.3
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 1.05703125 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 131101.9
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 1.02392578 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0098s; samplesPerSecond = 131107.2
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 1.06269531 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0098s; samplesPerSecond = 131239.0
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 1.06835938 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0098s; samplesPerSecond = 130912.8
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 1.02812500 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 131119.3
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 1.07675781 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0098s; samplesPerSecond = 130513.7
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 1.03476562 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0098s; samplesPerSecond = 130553.6
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 1.10390625 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0098s; samplesPerSecond = 131085.8
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 1.11064453 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0098s; samplesPerSecond = 130775.0
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 1.08154297 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 130427.3
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 1.12998047 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0100s; samplesPerSecond = 127572.6
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 1.00380859 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 131143.5
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 1.02880859 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0097s; samplesPerSecond = 131410.1
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 1.05332031 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 131065.6
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 1.02871094 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 131111.3
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 1.04765625 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 130311.7
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 1.05957031 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0098s; samplesPerSecond = 130601.6
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 1.05908203 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0098s; samplesPerSecond = 130589.6
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 1.07099609 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 131122.0
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 1.08076172 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0098s; samplesPerSecond = 131249.7
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 1.09824219 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0098s; samplesPerSecond = 130023.2
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 1.03671875 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130900.8
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 1.06113281 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 131171.7
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 1.02841797 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0098s; samplesPerSecond = 130906.1
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 1.08593750 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0098s; samplesPerSecond = 131159.6
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 1.12480469 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0101s; samplesPerSecond = 127231.5
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 1.02255859 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0099s; samplesPerSecond = 129426.3
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 1.12832031 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0098s; samplesPerSecond = 131118.0
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 1.08085937 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0180s; samplesPerSecond = 71070.8
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 1.06103516 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0100s; samplesPerSecond = 127682.1
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 1.09843750 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0138s; samplesPerSecond = 92779.2
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 1.14990234 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0098s; samplesPerSecond = 130868.6
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 1.10273438 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130859.3
01/16/2018 22:33:03:  Epoch[ 8 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 1.07412109 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0098s; samplesPerSecond = 131265.9
01/16/2018 22:33:03: Finished Epoch[ 8 of 25]: [Training] CrossEntropyWithSoftmax = 1.07779502 * 1124823; EvalClassificationError = 0.34883444 * 1124823; totalSamplesSeen = 8998584; learningRatePerSample = 0.00390625; epochTime=8.7369s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:33:03: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.27683402 * 122487; perplexity = 3.58527084; EvalClassificationError = 0.40218146 * 122487
01/16/2018 22:33:03: Finished Epoch[ 8 of 25]: [Validate] CrossEntropyWithSoftmax = 1.27683402 * 122487; EvalClassificationError = 0.40218146 * 122487
01/16/2018 22:33:04: SGD: Saving checkpoint model '/tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.8'

01/16/2018 22:33:04: Starting Epoch 9: learning rate per sample = 0.003906  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 8: frames [8998584..10123407] (first utterance at frame 8998584), data subset 0 of 1, with 1 datapasses

01/16/2018 22:33:04: Starting minibatch loop.
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 1.04196520 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0102s; samplesPerSecond = 126017.7
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 1.00788069 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131014.6
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 0.97147484 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130871.3
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 1.04560280 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 130942.3
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 1.01547470 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0099s; samplesPerSecond = 129266.8
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 1.01916351 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130975.8
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 1.03390350 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 131127.4
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 1.02000961 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 130966.4
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 1.00048752 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130785.7
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 1.06997070 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0098s; samplesPerSecond = 130452.5
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 1.03099899 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130943.6
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 1.02855225 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 131171.7
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 1.04153595 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 131275.3
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 1.03297119 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0098s; samplesPerSecond = 130915.5
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 1.02490234 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130043.0
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 1.02529755 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0100s; samplesPerSecond = 128188.4
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 1.01133118 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 131092.5
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 1.02134552 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0097s; samplesPerSecond = 131333.2
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 1.06322784 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0098s; samplesPerSecond = 130935.6
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 1.02841034 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0098s; samplesPerSecond = 131077.7
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 1.00747986 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 130689.6
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 0.99255066 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 131221.5
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 1.00706635 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130723.0
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 1.01141815 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130836.5
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 1.03561707 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 130662.9
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 0.99104004 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0101s; samplesPerSecond = 127091.3
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 1.10356140 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0098s; samplesPerSecond = 130907.5
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 0.98806763 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130653.6
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 1.02649841 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 131143.5
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 1.14974670 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0098s; samplesPerSecond = 131269.9
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 1.03704224 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 130658.9
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 0.97959595 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130343.6
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 0.99218140 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130930.2
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 1.05089722 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 0.97170105 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 128205.1
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 1.06369019 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0098s; samplesPerSecond = 130947.6
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 1.03348694 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 131253.8
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 0.98180542 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 131194.6
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 1.01610718 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0097s; samplesPerSecond = 131313.0
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 1.00538940 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 131140.8
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 0.99819336 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 131075.0
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 1.04725037 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0099s; samplesPerSecond = 129455.1
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 1.10111084 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 131045.5
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 1.03205566 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0099s; samplesPerSecond = 128940.0
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 1.04256897 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 131163.7
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 1.01718445 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 131032.1
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 1.11619263 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0098s; samplesPerSecond = 130981.1
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 1.06944580 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 130757.7
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 1.01103210 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 130727.0
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 1.07754517 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0098s; samplesPerSecond = 130939.6
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 1.07348022 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0098s; samplesPerSecond = 130105.1
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 1.05924683 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 131072.3
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 1.09567871 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0098s; samplesPerSecond = 131233.6
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 1.02745972 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130863.3
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 1.01885376 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0098s; samplesPerSecond = 130614.9
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 1.01703491 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 127973.1
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 1.01907349 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 131062.9
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 1.04289551 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 131202.7
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 1.07193604 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0099s; samplesPerSecond = 129120.8
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 1.11636963 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 1.11962280 * 1280; EvalClassificationError = 0.37734375 * 1280; time = 0.0099s; samplesPerSecond = 128652.3
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 1.00722046 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 128697.5
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 1.03668213 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 131033.4
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 1.09281616 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0099s; samplesPerSecond = 129483.9
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 1.00067139 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 128647.1
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 1.02546997 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0099s; samplesPerSecond = 129584.8
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 0.98520508 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0101s; samplesPerSecond = 126429.7
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 1.07408447 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 130831.2
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 1.02449341 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0097s; samplesPerSecond = 131364.2
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 1.06730347 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0099s; samplesPerSecond = 129554.7
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 1.02135620 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 131158.3
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 1.05305786 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0100s; samplesPerSecond = 128071.7
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 1.09306641 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0098s; samplesPerSecond = 130969.1
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 1.05622559 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0098s; samplesPerSecond = 131174.4
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 1.06555176 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 130131.6
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 1.07221680 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0100s; samplesPerSecond = 127631.1
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 1.02322388 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130829.8
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 1.04107666 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 130800.4
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 1.00122070 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130936.9
01/16/2018 22:33:04:  Epoch[ 9 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 1.04516602 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 131204.0
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 1.00855713 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 131131.4
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 1.08308716 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0098s; samplesPerSecond = 131136.8
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 1.04064941 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 130949.0
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 1.02943726 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130566.9
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 1.09594116 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0098s; samplesPerSecond = 130717.6
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 1.02364502 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0099s; samplesPerSecond = 129465.6
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 1.02516479 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130256.0
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 1.00530396 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130962.4
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 1.04245605 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130931.6
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 1.05805054 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 131170.4
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 1.10128174 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0098s; samplesPerSecond = 130569.6
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 1.02046509 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 129126.0
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 0.97365723 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 131080.4
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 1.03087158 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130876.7
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 1.08175659 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0100s; samplesPerSecond = 128016.6
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 0.99021606 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 131255.1
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 1.06873169 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0098s; samplesPerSecond = 130975.8
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 1.02059937 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0098s; samplesPerSecond = 131221.5
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 1.01634521 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130910.1
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 0.98946533 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130922.2
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 1.07291260 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 130906.1
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 1.01536865 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0101s; samplesPerSecond = 127105.2
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 1.02178955 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0154s; samplesPerSecond = 83223.9
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 1.05401611 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0097s; samplesPerSecond = 131373.7
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 0.96062012 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130884.7
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 1.00230713 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0099s; samplesPerSecond = 129893.9
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 1.02944336 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0097s; samplesPerSecond = 131302.3
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 1.04681396 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130614.9
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 1.09876709 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 131022.7
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 1.02265625 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0097s; samplesPerSecond = 131298.2
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 1.02810059 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0101s; samplesPerSecond = 127355.6
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 1.06741943 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 130902.1
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 1.06240234 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0097s; samplesPerSecond = 131288.8
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 1.02525635 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 130915.5
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 1.08962402 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0098s; samplesPerSecond = 130614.9
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 1.09582520 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0098s; samplesPerSecond = 130833.9
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 1.01154785 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0101s; samplesPerSecond = 126693.8
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 1.08013916 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0098s; samplesPerSecond = 130197.7
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 1.04262695 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 131097.8
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 1.01453857 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131156.9
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 1.06185303 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 131259.2
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 1.01427002 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 129116.9
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 1.08586426 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0098s; samplesPerSecond = 131026.7
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 1.01745605 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 131012.0
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 1.03659668 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 131152.9
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 1.08355713 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0100s; samplesPerSecond = 127407.6
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 1.05214844 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 130962.4
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 1.03000488 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0097s; samplesPerSecond = 131337.3
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 1.00756836 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0097s; samplesPerSecond = 131418.2
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 1.06909180 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0098s; samplesPerSecond = 131032.1
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 1.08343506 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0099s; samplesPerSecond = 129835.9
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 1.07220459 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0097s; samplesPerSecond = 131288.8
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 1.01341553 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130916.8
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 1.05200195 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130946.3
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 1.09233398 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0098s; samplesPerSecond = 130065.4
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 1.05252686 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0100s; samplesPerSecond = 128594.1
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 1.06276855 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0098s; samplesPerSecond = 131173.1
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 1.07685547 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0097s; samplesPerSecond = 131304.9
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 1.04569092 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0106s; samplesPerSecond = 120868.7
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 1.08321533 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 130543.0
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 1.04642334 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130962.4
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 1.06676025 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0099s; samplesPerSecond = 129527.1
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 1.04184570 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 131134.1
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 1.07814941 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 131021.4
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 1.00739746 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0099s; samplesPerSecond = 128653.6
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 1.02529297 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130721.6
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 1.04683838 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0099s; samplesPerSecond = 129029.7
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 1.00728760 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0097s; samplesPerSecond = 131287.4
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 1.04532471 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0098s; samplesPerSecond = 131048.2
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 1.05184326 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130962.4
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 1.05776367 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 131096.5
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 1.07041016 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0101s; samplesPerSecond = 126962.7
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 1.04403076 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0098s; samplesPerSecond = 131084.4
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 1.01320801 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130981.1
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 1.01535645 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0097s; samplesPerSecond = 131360.2
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 1.02498779 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 128425.1
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 1.03464355 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 131189.2
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 1.04595947 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130661.6
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 1.01972656 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 131060.3
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 1.00716553 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0098s; samplesPerSecond = 130572.3
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 0.98095703 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 128525.7
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 0.98226318 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130569.6
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 0.97175293 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 131093.8
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 1.06400146 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0098s; samplesPerSecond = 131190.6
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 1.06938477 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 130727.0
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 1.11614990 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0098s; samplesPerSecond = 131162.3
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 1.08846436 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0098s; samplesPerSecond = 130666.9
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 1.00946045 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 131232.3
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 1.09517822 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0100s; samplesPerSecond = 128061.5
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 1.06660156 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0100s; samplesPerSecond = 128332.4
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 1.08687744 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 130327.7
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 1.08631592 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0099s; samplesPerSecond = 128751.9
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 1.01772461 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 131165.0
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 0.98529053 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 131058.9
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 1.03358154 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 131012.0
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 1.06212158 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0098s; samplesPerSecond = 130025.8
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 0.98939209 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 131259.2
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 1.02463379 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 131052.2
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 0.97702637 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 131143.5
01/16/2018 22:33:05:  Epoch[ 9 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 1.06668701 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0098s; samplesPerSecond = 130399.3
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 1.06068115 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130912.8
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 1.04377441 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0100s; samplesPerSecond = 128200.0
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 1.00825195 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130769.7
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 1.05187988 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0097s; samplesPerSecond = 131337.3
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 0.98646240 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131197.3
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 1.02893066 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 129600.6
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 1.04333496 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 130912.8
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 1.08048096 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0098s; samplesPerSecond = 130674.9
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 1.03986816 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0098s; samplesPerSecond = 130613.6
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 1.04588623 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0097s; samplesPerSecond = 131384.5
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 1.00662842 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130788.4
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 1.08873291 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0098s; samplesPerSecond = 131248.4
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 1.10489502 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0099s; samplesPerSecond = 129079.1
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 1.05223389 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 131155.6
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 1.00935059 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 131201.3
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 1.02596436 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130656.2
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 0.98995361 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0098s; samplesPerSecond = 130424.6
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 1.02233887 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130957.0
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 1.01425781 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0102s; samplesPerSecond = 125833.2
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 1.08134766 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0098s; samplesPerSecond = 131034.8
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 1.04941406 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0097s; samplesPerSecond = 131311.7
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 1.07048340 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0098s; samplesPerSecond = 131193.2
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 0.98037109 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 131071.0
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 1.07851563 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0098s; samplesPerSecond = 131148.9
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 1.06081543 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 130784.4
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 1.03996582 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 131174.4
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 1.04453125 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0100s; samplesPerSecond = 128444.4
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 1.05305176 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0099s; samplesPerSecond = 129785.9
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 1.00109863 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130979.8
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 1.01623535 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 131060.3
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 1.01835937 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 131034.8
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 0.96005859 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0100s; samplesPerSecond = 128560.5
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 1.01950684 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0100s; samplesPerSecond = 128435.4
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 1.06035156 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0098s; samplesPerSecond = 130670.9
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 0.98762207 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130598.9
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 1.04416504 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130253.4
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 1.02229004 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 130678.9
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 1.01391602 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130216.3
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 1.11350098 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0098s; samplesPerSecond = 130241.5
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 1.14020996 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0099s; samplesPerSecond = 129351.7
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 1.03515625 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0099s; samplesPerSecond = 129759.5
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 0.99343262 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 131264.5
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 1.04113770 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0099s; samplesPerSecond = 128829.7
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 1.03610840 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0098s; samplesPerSecond = 131228.2
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 1.05747070 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0098s; samplesPerSecond = 131006.6
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 1.03559570 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 130920.8
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 1.05432129 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0100s; samplesPerSecond = 128427.7
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 1.08872070 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0098s; samplesPerSecond = 130020.5
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 1.11577148 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0099s; samplesPerSecond = 129231.6
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 1.10129395 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0098s; samplesPerSecond = 130973.1
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 1.03374023 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130519.0
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 1.05676270 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0099s; samplesPerSecond = 129343.9
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 1.06328125 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0098s; samplesPerSecond = 130511.0
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 1.02834473 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130998.6
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 1.09140625 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0098s; samplesPerSecond = 131124.7
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 1.05424805 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 131044.2
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 1.04519043 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0100s; samplesPerSecond = 128114.0
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 1.07814941 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0099s; samplesPerSecond = 129780.6
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 1.07106934 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130185.8
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 1.07048340 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 130262.7
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 1.00969238 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 131012.0
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 1.09755859 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0099s; samplesPerSecond = 129678.0
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 1.03630371 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129430.2
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 1.05817871 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0098s; samplesPerSecond = 131109.9
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 1.06496582 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0097s; samplesPerSecond = 131295.5
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 1.06718750 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0098s; samplesPerSecond = 130795.1
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 1.09499512 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0098s; samplesPerSecond = 131092.5
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 1.06406250 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0101s; samplesPerSecond = 127013.1
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 1.15761719 * 1280; EvalClassificationError = 0.37578125 * 1280; time = 0.0098s; samplesPerSecond = 131026.7
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 1.07722168 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0098s; samplesPerSecond = 130919.5
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 1.10544434 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0098s; samplesPerSecond = 130987.8
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 1.13547363 * 1280; EvalClassificationError = 0.36015625 * 1280; time = 0.0097s; samplesPerSecond = 131311.7
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 1.06489258 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0100s; samplesPerSecond = 128148.7
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 1.01711426 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0097s; samplesPerSecond = 131292.8
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 1.02507324 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 131178.5
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 1.05039062 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0097s; samplesPerSecond = 131383.1
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 1.07050781 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0100s; samplesPerSecond = 128071.7
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 0.99489746 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130819.2
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 1.11433105 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0098s; samplesPerSecond = 130785.7
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 1.08356934 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 130732.3
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 1.04162598 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 131116.6
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 1.07155762 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0099s; samplesPerSecond = 129847.7
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 0.96494141 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130447.2
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 1.05275879 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0097s; samplesPerSecond = 131350.8
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 1.06699219 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0098s; samplesPerSecond = 130940.9
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 1.04531250 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130963.7
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 0.99875488 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 131012.0
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 1.00114746 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 129101.2
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 1.09440918 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0098s; samplesPerSecond = 131067.0
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 1.01789551 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 131151.6
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 1.03388672 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0098s; samplesPerSecond = 130957.0
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 1.02355957 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0101s; samplesPerSecond = 127356.8
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 1.03627930 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0099s; samplesPerSecond = 129538.9
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 1.00625000 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 130710.9
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 1.01083984 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130767.0
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 1.05808105 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0105s; samplesPerSecond = 121787.6
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 1.11215820 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0100s; samplesPerSecond = 128110.2
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 1.05998535 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0101s; samplesPerSecond = 127340.4
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 1.01401367 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0100s; samplesPerSecond = 128021.8
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 1.01582031 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130999.9
01/16/2018 22:33:06:  Epoch[ 9 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 1.04504395 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0098s; samplesPerSecond = 130959.7
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 1.03518066 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130532.3
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 1.04497070 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 131146.2
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 1.07929688 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0099s; samplesPerSecond = 128735.1
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 1.06513672 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 131208.0
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 1.06572266 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0098s; samplesPerSecond = 130604.2
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 1.11098633 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0101s; samplesPerSecond = 127244.2
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 1.04436035 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0097s; samplesPerSecond = 131430.3
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 1.02233887 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130983.8
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 1.02790527 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130684.3
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 1.03317871 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 131087.1
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 1.10063477 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130837.9
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 1.08408203 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0098s; samplesPerSecond = 131150.2
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 1.07260742 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0100s; samplesPerSecond = 128561.8
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 1.01672363 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 131018.7
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 1.08400879 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 130852.6
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 1.01870117 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130331.6
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 1.05122070 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0099s; samplesPerSecond = 128700.1
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 1.04309082 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 131182.5
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 1.04289551 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0100s; samplesPerSecond = 128157.6
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 0.99941406 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 130268.0
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 1.03762207 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 130339.6
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 1.01008301 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0100s; samplesPerSecond = 128475.4
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 1.03471680 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130416.6
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 1.00607910 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0100s; samplesPerSecond = 127969.3
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 1.02377930 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0098s; samplesPerSecond = 131136.8
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 1.05566406 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 130325.0
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 1.04267578 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0100s; samplesPerSecond = 128200.0
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 1.07526855 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0099s; samplesPerSecond = 129277.3
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 1.04797363 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0098s; samplesPerSecond = 131197.3
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 1.07700195 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0099s; samplesPerSecond = 129766.1
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 1.03205566 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130423.3
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 1.07077637 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 0.99343262 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130962.4
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 1.06555176 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0098s; samplesPerSecond = 131006.6
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 1.04270020 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 131228.2
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 1.04094238 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0097s; samplesPerSecond = 131292.8
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 1.06218262 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0098s; samplesPerSecond = 131130.1
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 0.97868652 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0100s; samplesPerSecond = 128108.9
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 1.06452637 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0097s; samplesPerSecond = 131387.2
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 1.02810059 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0097s; samplesPerSecond = 131423.6
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 1.04760742 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0099s; samplesPerSecond = 129911.0
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 1.09799805 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0098s; samplesPerSecond = 130367.5
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 1.00966797 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0098s; samplesPerSecond = 130275.9
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 1.07946777 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 130610.9
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 1.02148438 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 131209.4
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 1.06647949 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 131123.4
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 1.08002930 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0099s; samplesPerSecond = 129423.7
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 1.06406250 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 130383.4
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 1.05983887 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0097s; samplesPerSecond = 131377.7
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 1.05866699 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0098s; samplesPerSecond = 131179.8
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 1.08930664 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 131150.2
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 1.12377930 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0098s; samplesPerSecond = 130282.6
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 1.01691895 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0098s; samplesPerSecond = 130582.9
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 1.06459961 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 130563.0
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 1.14426270 * 1280; EvalClassificationError = 0.37500000 * 1280; time = 0.0098s; samplesPerSecond = 130942.3
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 1.11376953 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0098s; samplesPerSecond = 131138.1
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 0.99792480 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 128315.7
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 1.05341797 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 130110.4
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 1.06125488 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130833.9
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 0.99887695 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 131186.5
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 1.03747559 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0098s; samplesPerSecond = 130998.6
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 0.99367676 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130275.9
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 0.99809570 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0101s; samplesPerSecond = 126720.1
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 1.08457031 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0098s; samplesPerSecond = 131132.8
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 1.00490723 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 131024.0
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 1.02570801 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130986.5
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 1.06196289 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 130962.4
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 1.05839844 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0101s; samplesPerSecond = 126644.9
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 1.04467773 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0099s; samplesPerSecond = 129913.6
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 1.11997070 * 1280; EvalClassificationError = 0.36015625 * 1280; time = 0.0098s; samplesPerSecond = 130934.2
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 1.06706543 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0099s; samplesPerSecond = 129324.3
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 1.07097168 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0098s; samplesPerSecond = 130531.0
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 1.02316895 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130971.7
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 1.03986816 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 131177.1
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 1.01882324 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 131214.8
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 1.08964844 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0098s; samplesPerSecond = 130938.3
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 1.03613281 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0101s; samplesPerSecond = 127254.3
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 1.03029785 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 131193.2
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 1.04064941 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 131025.4
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 1.06672363 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0098s; samplesPerSecond = 130827.2
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 1.08383789 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 131208.0
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 1.04599609 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0101s; samplesPerSecond = 126904.8
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 1.02563477 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0100s; samplesPerSecond = 128467.6
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 1.08081055 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0098s; samplesPerSecond = 131038.8
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 1.06389160 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0099s; samplesPerSecond = 129376.6
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 0.99709473 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130759.0
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 1.00278320 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130531.0
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 1.06572266 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0101s; samplesPerSecond = 126518.5
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 1.08083496 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0098s; samplesPerSecond = 130875.3
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 1.04643555 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130975.8
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 1.04250488 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130189.8
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 1.08237305 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0098s; samplesPerSecond = 131032.1
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 1.06711426 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0103s; samplesPerSecond = 124688.3
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 1.00688477 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 131062.9
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 1.08029785 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0098s; samplesPerSecond = 130986.5
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 1.08481445 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130282.6
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 1.01606445 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130856.6
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 1.06376953 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0101s; samplesPerSecond = 126757.8
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 1.06989746 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 1.04643555 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0097s; samplesPerSecond = 131334.6
01/16/2018 22:33:07:  Epoch[ 9 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 1.07480469 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0099s; samplesPerSecond = 129778.0
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 1.07500000 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0100s; samplesPerSecond = 128412.2
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 1.01613770 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130825.8
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 1.03383789 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0099s; samplesPerSecond = 129154.6
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 1.09211426 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0098s; samplesPerSecond = 131220.1
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 1.08757324 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0098s; samplesPerSecond = 130969.1
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 1.05471191 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0099s; samplesPerSecond = 128990.6
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 1.02646484 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 130998.6
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 1.07265625 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 131026.7
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 1.13090820 * 1280; EvalClassificationError = 0.37265625 * 1280; time = 0.0098s; samplesPerSecond = 131204.0
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 1.09057617 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0098s; samplesPerSecond = 131140.8
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 1.08159180 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0098s; samplesPerSecond = 131068.3
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 1.00844727 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0102s; samplesPerSecond = 125146.7
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 1.11567383 * 1280; EvalClassificationError = 0.37187500 * 1280; time = 0.0098s; samplesPerSecond = 130875.3
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 1.01386719 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0105s; samplesPerSecond = 122397.9
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 1.13217773 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0108s; samplesPerSecond = 118479.0
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 1.04023438 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130831.2
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 1.04731445 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0099s; samplesPerSecond = 129057.0
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 1.01318359 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 131061.6
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 1.02241211 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130596.3
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 1.00483398 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 130689.6
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 1.03496094 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0098s; samplesPerSecond = 130674.9
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 1.15053711 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0102s; samplesPerSecond = 126010.3
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 1.00019531 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0099s; samplesPerSecond = 128692.4
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 1.06601562 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0098s; samplesPerSecond = 130914.1
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 0.99267578 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130281.2
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 1.03750000 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 131009.3
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 1.03945313 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130990.5
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 1.05644531 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0100s; samplesPerSecond = 127561.2
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 1.08217773 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0098s; samplesPerSecond = 130912.8
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 1.04794922 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130878.0
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 1.06000977 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0099s; samplesPerSecond = 129563.8
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 1.05976563 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0098s; samplesPerSecond = 130969.1
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 1.10742188 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 131202.7
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 1.08569336 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130945.0
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 1.01699219 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 131269.9
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 1.00952148 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 131154.3
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 1.09042969 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0098s; samplesPerSecond = 131013.3
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 1.01147461 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 131036.1
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 1.03071289 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130077.3
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 1.10693359 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0099s; samplesPerSecond = 129946.6
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 1.04218750 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 130717.6
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 1.07792969 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0099s; samplesPerSecond = 129128.6
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 1.03994141 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 131267.2
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 1.00156250 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0143s; samplesPerSecond = 89496.1
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 1.14375000 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0098s; samplesPerSecond = 130735.0
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 1.06494141 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 131166.4
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 1.04975586 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0098s; samplesPerSecond = 131109.9
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 1.01450195 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130374.1
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 0.99375000 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130959.7
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 1.02880859 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130819.2
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 1.08002930 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0099s; samplesPerSecond = 128993.2
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 1.03676758 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0099s; samplesPerSecond = 129746.4
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 1.07299805 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0098s; samplesPerSecond = 131162.3
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 1.05600586 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 131052.2
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 1.06928711 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0098s; samplesPerSecond = 131202.7
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 1.00522461 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0111s; samplesPerSecond = 115199.1
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 1.06274414 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0184s; samplesPerSecond = 69636.7
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 1.04189453 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0101s; samplesPerSecond = 126733.9
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 1.06250000 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0099s; samplesPerSecond = 129414.5
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 1.05415039 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0100s; samplesPerSecond = 127614.6
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 1.03291016 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0104s; samplesPerSecond = 123429.4
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 1.08740234 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0098s; samplesPerSecond = 130868.6
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 1.10615234 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0098s; samplesPerSecond = 131001.2
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 1.02866211 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0100s; samplesPerSecond = 128443.1
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 1.01284180 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130528.3
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 1.07705078 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0100s; samplesPerSecond = 128568.3
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 1.06279297 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0099s; samplesPerSecond = 129498.3
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 1.00996094 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130540.3
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 1.06621094 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0099s; samplesPerSecond = 129358.3
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 1.08662109 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0098s; samplesPerSecond = 130410.0
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 1.02910156 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0100s; samplesPerSecond = 127961.6
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 1.07846680 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0098s; samplesPerSecond = 130460.5
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 1.03984375 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 130625.6
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 0.98613281 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 128714.4
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 1.09726562 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0103s; samplesPerSecond = 124069.5
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 1.06059570 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0098s; samplesPerSecond = 130637.6
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 1.01557617 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0099s; samplesPerSecond = 128816.7
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 1.05917969 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0101s; samplesPerSecond = 126839.4
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 1.07792969 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 130321.0
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 1.07446289 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0100s; samplesPerSecond = 128408.3
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 1.00903320 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129883.3
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 0.99277344 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 128002.6
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 1.01113281 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130102.5
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 1.01499023 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130912.8
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 1.09409180 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0098s; samplesPerSecond = 129967.7
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 1.06538086 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0100s; samplesPerSecond = 127836.4
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 1.03691406 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 130101.1
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 0.97783203 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128055.1
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 1.07255859 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0099s; samplesPerSecond = 128840.0
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 1.03437500 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130692.3
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 1.04877930 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0101s; samplesPerSecond = 126127.0
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 1.04604492 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 1.08579102 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130295.8
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 1.12636719 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0099s; samplesPerSecond = 129364.8
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 1.03671875 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0098s; samplesPerSecond = 130610.9
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 1.11894531 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0101s; samplesPerSecond = 127074.9
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 1.04077148 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130309.1
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 1.00073242 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 130886.0
01/16/2018 22:33:08:  Epoch[ 9 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 1.03974609 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0100s; samplesPerSecond = 128287.4
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 1.05874023 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0103s; samplesPerSecond = 124702.9
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 1.06997070 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 1.05737305 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0099s; samplesPerSecond = 129668.8
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 1.03125000 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0098s; samplesPerSecond = 130103.8
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 1.03120117 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0098s; samplesPerSecond = 130609.6
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 0.98310547 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0102s; samplesPerSecond = 125550.5
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 1.03872070 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 130847.2
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 1.09970703 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0100s; samplesPerSecond = 128316.9
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 1.11118164 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0100s; samplesPerSecond = 127832.5
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 1.07377930 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 130524.3
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 1.07177734 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0098s; samplesPerSecond = 130193.8
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 1.06264648 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0101s; samplesPerSecond = 126301.2
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 1.05048828 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0098s; samplesPerSecond = 130982.5
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 1.05092773 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 130209.7
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 1.09824219 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0098s; samplesPerSecond = 130348.9
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 1.01699219 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130188.5
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 1.05166016 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0101s; samplesPerSecond = 126579.8
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 0.99628906 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130617.6
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 1.04628906 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0100s; samplesPerSecond = 127615.9
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 1.09228516 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0100s; samplesPerSecond = 127465.9
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 1.10170898 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 130512.4
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 1.08603516 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0101s; samplesPerSecond = 126833.1
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 1.12231445 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0098s; samplesPerSecond = 130046.9
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 1.10810547 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0098s; samplesPerSecond = 130590.9
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 1.00668945 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 128834.8
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 1.07504883 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0102s; samplesPerSecond = 125984.3
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 1.04091797 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130883.4
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 1.10058594 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0100s; samplesPerSecond = 127707.5
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 1.08237305 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0099s; samplesPerSecond = 129489.1
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 1.04853516 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0098s; samplesPerSecond = 130743.0
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 1.08481445 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0100s; samplesPerSecond = 127710.1
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 1.00131836 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 130414.0
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 1.06342773 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0100s; samplesPerSecond = 127721.6
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 1.08540039 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0101s; samplesPerSecond = 126681.2
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 1.14965820 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0098s; samplesPerSecond = 130271.9
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 1.07094727 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0099s; samplesPerSecond = 129728.0
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 1.00649414 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 127819.8
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 1.02915039 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130797.8
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 1.02343750 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130577.6
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 0.98432617 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 129962.4
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 1.01528320 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130654.9
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 1.10195313 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0102s; samplesPerSecond = 125823.3
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 1.09814453 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 1.10932617 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0101s; samplesPerSecond = 127278.3
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 1.08300781 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0099s; samplesPerSecond = 128710.5
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 1.03696289 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130807.1
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 1.03681641 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0101s; samplesPerSecond = 126221.5
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 1.05131836 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0099s; samplesPerSecond = 129345.2
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 1.04492188 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0098s; samplesPerSecond = 130475.1
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 1.06455078 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0099s; samplesPerSecond = 128763.6
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 1.01274414 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0102s; samplesPerSecond = 126014.0
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 1.06093750 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 130729.6
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 0.98715820 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130678.9
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 1.05537109 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0098s; samplesPerSecond = 130425.9
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 1.09443359 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0098s; samplesPerSecond = 130664.2
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 0.96186523 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0103s; samplesPerSecond = 124807.4
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 1.07172852 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0098s; samplesPerSecond = 130606.9
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 1.06987305 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0100s; samplesPerSecond = 128069.2
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 1.04707031 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0101s; samplesPerSecond = 126848.2
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 1.02666016 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130301.1
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 1.06923828 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0098s; samplesPerSecond = 130007.3
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 1.05664062 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0102s; samplesPerSecond = 125544.4
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 1.05170898 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 130827.2
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 1.11972656 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0099s; samplesPerSecond = 129182.0
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 1.08291016 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0098s; samplesPerSecond = 130020.5
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 1.12055664 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0098s; samplesPerSecond = 130465.8
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 1.03686523 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0101s; samplesPerSecond = 126675.0
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 1.09521484 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0100s; samplesPerSecond = 128260.4
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 1.06010742 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 130439.2
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 1.00859375 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130107.7
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 1.05502930 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130879.3
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 1.08862305 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0102s; samplesPerSecond = 125190.7
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 1.09550781 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 130207.0
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 1.04311523 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0098s; samplesPerSecond = 130553.6
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 1.02724609 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0100s; samplesPerSecond = 128152.5
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 1.01738281 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0102s; samplesPerSecond = 125525.9
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 1.01381836 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 130678.9
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 1.04946289 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0100s; samplesPerSecond = 127847.9
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 1.08037109 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0100s; samplesPerSecond = 128287.4
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 1.02182617 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0104s; samplesPerSecond = 123596.3
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 1.07055664 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0101s; samplesPerSecond = 126178.0
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 1.05454102 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0105s; samplesPerSecond = 122039.6
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 0.98237305 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130616.2
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 1.06909180 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0099s; samplesPerSecond = 129234.2
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 1.04809570 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130772.4
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 1.07026367 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0100s; samplesPerSecond = 128409.6
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 0.97358398 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0101s; samplesPerSecond = 127057.2
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 1.00322266 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130694.9
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 1.08110352 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 130821.8
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 1.06787109 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0099s; samplesPerSecond = 128888.0
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 1.03359375 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130817.8
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 1.03666992 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0101s; samplesPerSecond = 126726.4
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 0.99428711 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 129149.4
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 1.02700195 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130459.2
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 0.98676758 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0100s; samplesPerSecond = 128474.1
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 1.07021484 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 130488.4
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 1.01274414 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0103s; samplesPerSecond = 123782.7
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 0.98691406 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0099s; samplesPerSecond = 129084.3
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 1.04394531 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 130535.0
01/16/2018 22:33:09:  Epoch[ 9 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 1.06220703 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0099s; samplesPerSecond = 129885.9
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 1.01269531 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0100s; samplesPerSecond = 128484.4
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 1.04121094 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 130632.2
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 1.03364258 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0099s; samplesPerSecond = 129490.4
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 1.10273438 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0099s; samplesPerSecond = 128788.2
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 1.09125977 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 130864.6
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 1.06508789 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0100s; samplesPerSecond = 127923.2
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 1.03623047 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130705.6
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 1.06450195 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0098s; samplesPerSecond = 130616.2
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 1.06796875 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0100s; samplesPerSecond = 128134.5
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 1.06816406 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0098s; samplesPerSecond = 130955.7
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 1.04877930 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0099s; samplesPerSecond = 129175.5
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 1.08110352 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0100s; samplesPerSecond = 127840.2
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 1.06328125 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130536.3
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 1.03750000 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0100s; samplesPerSecond = 128176.9
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 1.07988281 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0099s; samplesPerSecond = 129059.6
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 1.04545898 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 130604.2
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 1.05341797 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0100s; samplesPerSecond = 127764.9
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 1.02768555 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0100s; samplesPerSecond = 128626.4
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 1.00791016 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130289.2
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 1.09819336 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0098s; samplesPerSecond = 130217.6
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 1.04111328 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130880.7
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 1.03803711 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0101s; samplesPerSecond = 126543.5
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 1.01250000 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0100s; samplesPerSecond = 127631.1
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 1.05292969 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0098s; samplesPerSecond = 130585.6
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 1.09858398 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0100s; samplesPerSecond = 128536.0
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 1.19707031 * 1280; EvalClassificationError = 0.39218750 * 1280; time = 0.0101s; samplesPerSecond = 127133.0
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 1.12885742 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0099s; samplesPerSecond = 128815.4
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 1.07885742 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0099s; samplesPerSecond = 129443.3
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 1.07431641 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0098s; samplesPerSecond = 130340.9
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 1.01406250 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130625.6
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 1.06162109 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0101s; samplesPerSecond = 126695.0
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 1.07333984 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0100s; samplesPerSecond = 127937.3
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 0.99492187 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130594.9
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 1.03676758 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0099s; samplesPerSecond = 129290.3
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 1.12104492 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0098s; samplesPerSecond = 130975.8
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 1.08520508 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0099s; samplesPerSecond = 129334.7
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 1.01879883 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0100s; samplesPerSecond = 128002.6
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 1.10859375 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0098s; samplesPerSecond = 130919.5
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 1.00634766 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130493.7
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 1.06372070 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0099s; samplesPerSecond = 129493.1
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 1.05532227 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0098s; samplesPerSecond = 130912.8
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 1.05043945 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0101s; samplesPerSecond = 126584.8
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 1.05156250 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0098s; samplesPerSecond = 130559.0
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 1.05991211 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 130777.7
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 1.06376953 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0100s; samplesPerSecond = 128381.3
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 1.01533203 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130700.3
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 1.03305664 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 130327.7
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 1.07148438 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0099s; samplesPerSecond = 129175.5
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 1.03442383 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130634.9
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 1.00683594 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129415.8
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 1.03471680 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0101s; samplesPerSecond = 126691.3
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 1.07314453 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0098s; samplesPerSecond = 130455.2
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 1.05253906 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 129983.5
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 1.04145508 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 130654.9
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 0.99912109 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 130947.6
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 1.11030273 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0101s; samplesPerSecond = 126486.0
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 1.08559570 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0098s; samplesPerSecond = 130644.2
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 0.99282227 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0101s; samplesPerSecond = 127239.1
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 1.09272461 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0100s; samplesPerSecond = 127701.2
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 1.01064453 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130769.7
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 1.03876953 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0099s; samplesPerSecond = 129240.7
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 1.07846680 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0101s; samplesPerSecond = 127285.9
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 1.06870117 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 130346.2
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 1.10571289 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0100s; samplesPerSecond = 127790.4
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 1.07167969 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0098s; samplesPerSecond = 130166.0
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 1.12539063 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 130360.8
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 1.10483398 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0100s; samplesPerSecond = 127660.4
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 1.06660156 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0099s; samplesPerSecond = 129692.5
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 1.00546875 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0100s; samplesPerSecond = 127605.7
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 1.00488281 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130495.1
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 1.09790039 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0098s; samplesPerSecond = 130677.6
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 1.03837891 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0101s; samplesPerSecond = 126897.3
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 1.00014648 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 128489.5
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 1.08183594 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0098s; samplesPerSecond = 130395.4
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 1.01328125 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0099s; samplesPerSecond = 129682.0
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 1.02563477 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 127853.0
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 1.02304687 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130586.9
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 1.07387695 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0100s; samplesPerSecond = 128564.4
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 1.05224609 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130465.8
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 1.04853516 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130926.2
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 1.07661133 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0100s; samplesPerSecond = 127964.2
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 1.00048828 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0098s; samplesPerSecond = 130604.2
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 1.07851563 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0101s; samplesPerSecond = 126897.3
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 1.05405273 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0098s; samplesPerSecond = 130295.8
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 1.04541016 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130503.0
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 1.08715820 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0099s; samplesPerSecond = 128751.9
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 1.03442383 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0102s; samplesPerSecond = 125380.8
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 1.04799805 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0099s; samplesPerSecond = 129590.1
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 1.12221680 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0100s; samplesPerSecond = 128344.0
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 1.08925781 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0101s; samplesPerSecond = 126850.7
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 1.07958984 * 1280; EvalClassificationError = 0.36015625 * 1280; time = 0.0098s; samplesPerSecond = 130630.9
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 1.01997070 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0100s; samplesPerSecond = 127515.4
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 1.10073242 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 130892.7
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 1.08144531 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0101s; samplesPerSecond = 126677.5
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 1.06894531 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 130508.4
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 1.04506836 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0098s; samplesPerSecond = 130395.4
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 1.06137695 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0100s; samplesPerSecond = 128187.2
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 1.02841797 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0100s; samplesPerSecond = 127454.5
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 1.03227539 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0098s; samplesPerSecond = 130670.9
01/16/2018 22:33:10:  Epoch[ 9 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 1.02753906 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 128776.5
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 1.10908203 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0099s; samplesPerSecond = 129797.7
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 1.04584961 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130164.6
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 1.06303711 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0100s; samplesPerSecond = 127496.4
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 1.07680664 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0098s; samplesPerSecond = 130496.4
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 1.04501953 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 130578.9
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 1.02182617 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0099s; samplesPerSecond = 129605.8
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 1.12548828 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0098s; samplesPerSecond = 130809.8
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 1.06962891 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0100s; samplesPerSecond = 128242.4
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 1.07006836 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0099s; samplesPerSecond = 128910.1
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 1.09013672 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0098s; samplesPerSecond = 130745.7
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 1.03452148 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0098s; samplesPerSecond = 130043.0
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 1.07436523 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0100s; samplesPerSecond = 127916.9
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 1.07939453 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0098s; samplesPerSecond = 130548.3
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 1.03105469 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0099s; samplesPerSecond = 129578.3
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 1.02280273 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0099s; samplesPerSecond = 129285.1
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 1.06313477 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0098s; samplesPerSecond = 130419.3
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 1.07431641 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0101s; samplesPerSecond = 126914.9
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 1.11782227 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 130309.1
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 1.05209961 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0099s; samplesPerSecond = 129532.4
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 1.04458008 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130395.4
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 1.06293945 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130708.3
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 1.11787109 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0101s; samplesPerSecond = 126619.8
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 1.08022461 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0099s; samplesPerSecond = 128898.4
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 1.03173828 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 130188.5
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 1.04785156 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0099s; samplesPerSecond = 129569.1
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 1.08359375 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0100s; samplesPerSecond = 128484.4
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 1.04091797 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0098s; samplesPerSecond = 130622.9
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 1.07324219 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0099s; samplesPerSecond = 129792.4
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 1.06088867 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0098s; samplesPerSecond = 130417.9
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 1.04794922 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0099s; samplesPerSecond = 129860.9
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 1.02480469 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0100s; samplesPerSecond = 128227.0
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 1.04511719 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130237.5
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 1.03544922 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0099s; samplesPerSecond = 129647.8
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 1.02338867 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130196.4
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 1.00424805 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130672.2
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 1.04995117 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0098s; samplesPerSecond = 129953.2
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 1.04951172 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0099s; samplesPerSecond = 128995.8
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 1.04433594 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 131107.2
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 1.09951172 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0100s; samplesPerSecond = 127891.3
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 0.99970703 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 1.10268555 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0099s; samplesPerSecond = 129304.7
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 1.06044922 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0100s; samplesPerSecond = 127430.4
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 1.06704102 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0098s; samplesPerSecond = 130536.3
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 1.04160156 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130592.3
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 1.09467773 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0099s; samplesPerSecond = 129947.9
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 1.03852539 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 130564.3
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 1.10561523 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0100s; samplesPerSecond = 127849.1
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 1.09589844 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0099s; samplesPerSecond = 128863.4
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 0.98916016 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130472.5
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 0.97500000 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129859.6
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 1.07280273 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0098s; samplesPerSecond = 130772.4
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 1.03813477 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0100s; samplesPerSecond = 127632.4
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 1.06171875 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0101s; samplesPerSecond = 126811.8
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 1.06958008 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 130602.9
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 1.04589844 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 130220.3
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 1.05854492 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0100s; samplesPerSecond = 128371.0
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 1.02343750 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130716.3
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 1.05615234 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0101s; samplesPerSecond = 127251.8
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 0.98227539 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130636.2
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 1.08378906 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0098s; samplesPerSecond = 130772.4
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 1.02041016 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 130547.0
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 1.06801758 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130598.9
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 1.01997070 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0102s; samplesPerSecond = 125860.4
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 1.07348633 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0098s; samplesPerSecond = 130537.7
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 1.04648437 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0098s; samplesPerSecond = 130433.9
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 1.05117188 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0099s; samplesPerSecond = 128985.4
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 1.03417969 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0102s; samplesPerSecond = 125578.8
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 1.05664062 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0098s; samplesPerSecond = 130819.2
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 1.09184570 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130000.7
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 1.06196289 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0100s; samplesPerSecond = 127980.8
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 0.98344727 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0165s; samplesPerSecond = 77364.3
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 1.05351562 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0098s; samplesPerSecond = 130709.6
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 1.07636719 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0100s; samplesPerSecond = 128304.1
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 1.06088867 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0099s; samplesPerSecond = 129854.3
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 1.07148438 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0098s; samplesPerSecond = 130658.9
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 1.04316406 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0100s; samplesPerSecond = 128143.5
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 1.07153320 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0098s; samplesPerSecond = 130085.3
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 1.00312500 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 127586.6
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 1.07666016 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0098s; samplesPerSecond = 130220.3
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 1.10488281 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0098s; samplesPerSecond = 130815.1
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 1.10761719 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0100s; samplesPerSecond = 127379.7
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 1.07578125 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0154s; samplesPerSecond = 83072.1
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 1.04584961 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 130069.4
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 1.04746094 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0098s; samplesPerSecond = 130717.6
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 1.09003906 * 1280; EvalClassificationError = 0.36640625 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 1.09282227 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0099s; samplesPerSecond = 128665.2
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 1.00058594 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 131062.9
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 1.02016602 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0101s; samplesPerSecond = 126168.0
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 1.09472656 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0099s; samplesPerSecond = 128902.3
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 1.04179687 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0098s; samplesPerSecond = 131036.1
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 1.04121094 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0100s; samplesPerSecond = 128242.4
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 0.97661133 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130600.3
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 1.07973633 * 1280; EvalClassificationError = 0.37812500 * 1280; time = 0.0098s; samplesPerSecond = 130963.7
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 1.08076172 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0098s; samplesPerSecond = 131122.0
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 0.99672852 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 131210.7
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 1.04858398 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130963.7
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 1.11821289 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0098s; samplesPerSecond = 129969.0
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 1.11943359 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0098s; samplesPerSecond = 130958.3
01/16/2018 22:33:11:  Epoch[ 9 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 1.04223633 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0098s; samplesPerSecond = 130181.8
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 1.05566406 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 131029.4
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 0.95605469 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127665.5
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 1.00859375 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130286.5
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 1.01728516 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0098s; samplesPerSecond = 130648.2
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 1.09160156 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0098s; samplesPerSecond = 130708.3
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 1.02207031 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130131.6
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 1.06904297 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 131041.5
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 1.00498047 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 1.02900391 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 130923.5
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 1.04443359 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130919.5
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 1.04882812 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0098s; samplesPerSecond = 131025.4
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 1.02304687 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 131191.9
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 1.05996094 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 131132.8
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 1.07216797 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 131214.8
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 1.03222656 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0099s; samplesPerSecond = 129799.0
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 1.05195313 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 130939.6
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 1.10224609 * 1280; EvalClassificationError = 0.37343750 * 1280; time = 0.0098s; samplesPerSecond = 131049.5
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 1.08105469 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0098s; samplesPerSecond = 131029.4
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 1.07392578 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0097s; samplesPerSecond = 131449.2
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 1.04042969 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 131276.7
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 1.07080078 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 131071.0
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 1.00244141 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129170.3
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 1.06054688 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130323.7
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 1.05146484 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0098s; samplesPerSecond = 131171.7
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 1.10224609 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0098s; samplesPerSecond = 130672.2
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 1.04091797 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0098s; samplesPerSecond = 130077.3
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 1.09257812 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0098s; samplesPerSecond = 130451.2
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 1.04482422 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0098s; samplesPerSecond = 131228.2
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 0.96757812 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0099s; samplesPerSecond = 129236.8
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 1.04501953 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0099s; samplesPerSecond = 129014.1
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 0.98925781 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 131010.6
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 1.06679688 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 130301.1
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 1.00859375 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130483.1
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 1.00585938 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 1.02812500 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0097s; samplesPerSecond = 131387.2
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 1.06103516 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 131175.8
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 0.98896484 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 131140.8
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 1.04130859 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0098s; samplesPerSecond = 129984.9
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 1.09736328 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0098s; samplesPerSecond = 131016.0
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 1.04873047 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130994.5
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 1.02304687 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130955.7
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 1.00527344 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0097s; samplesPerSecond = 131435.7
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 1.04667969 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 130653.6
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 1.08183594 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0097s; samplesPerSecond = 131335.9
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 1.01025391 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 131058.9
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 1.03691406 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130551.0
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 1.07548828 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130870.0
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 0.99853516 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130875.3
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 1.07128906 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0098s; samplesPerSecond = 130989.2
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 1.10937500 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0098s; samplesPerSecond = 130118.3
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 1.01884766 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 128090.9
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 1.11298828 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0100s; samplesPerSecond = 127378.4
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 1.02783203 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0097s; samplesPerSecond = 131389.9
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 1.02128906 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130986.5
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 1.07998047 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0098s; samplesPerSecond = 131128.7
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 1.01376953 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 130990.5
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 1.07656250 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0107s; samplesPerSecond = 119492.2
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 1.02548828 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0191s; samplesPerSecond = 67037.1
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 1.12558594 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0098s; samplesPerSecond = 130668.2
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 1.03378906 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0098s; samplesPerSecond = 130761.7
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 1.11748047 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0100s; samplesPerSecond = 128340.1
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 1.05791016 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0101s; samplesPerSecond = 126912.4
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 1.03388672 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130559.0
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 1.05839844 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0100s; samplesPerSecond = 128205.1
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 1.09326172 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0100s; samplesPerSecond = 127927.1
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 1.06396484 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 130835.2
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 1.02041016 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0100s; samplesPerSecond = 127979.5
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 1.05664062 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0099s; samplesPerSecond = 129594.0
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 1.03183594 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 130732.3
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 1.10000000 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0099s; samplesPerSecond = 129742.4
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 0.99785156 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 130890.1
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 1.05517578 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0100s; samplesPerSecond = 127977.0
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 1.00498047 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 129472.1
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 1.01162109 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 130768.4
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 0.99394531 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0099s; samplesPerSecond = 129119.5
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 1.09042969 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0101s; samplesPerSecond = 127092.6
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 1.04873047 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 130512.4
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 1.05683594 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0099s; samplesPerSecond = 129162.5
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 1.05507813 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0099s; samplesPerSecond = 128685.9
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 1.12919922 * 1280; EvalClassificationError = 0.36562500 * 1280; time = 0.0098s; samplesPerSecond = 130817.8
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 1.09570312 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0100s; samplesPerSecond = 128197.4
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 1.00361328 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130812.5
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 1.00068359 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0102s; samplesPerSecond = 125908.7
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 1.03623047 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 130354.2
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 1.06699219 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0098s; samplesPerSecond = 129983.5
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 0.94013672 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129306.0
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 1.05302734 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0101s; samplesPerSecond = 127122.9
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 1.13906250 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 130759.0
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 1.06435547 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0099s; samplesPerSecond = 129946.6
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 1.02490234 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0099s; samplesPerSecond = 129925.5
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 1.02187500 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 130616.2
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 1.08144531 * 1280; EvalClassificationError = 0.36406250 * 1280; time = 0.0101s; samplesPerSecond = 126966.5
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 1.08046875 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 130716.3
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 1.02412109 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 130847.2
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 1.06650391 * 1280; EvalClassificationError = 0.36484375 * 1280; time = 0.0099s; samplesPerSecond = 129721.4
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 0.97197266 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130452.5
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 1.10742188 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0110s; samplesPerSecond = 116342.5
01/16/2018 22:33:12:  Epoch[ 9 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 1.11318359 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0098s; samplesPerSecond = 130338.3
01/16/2018 22:33:12: Finished Epoch[ 9 of 25]: [Training] CrossEntropyWithSoftmax = 1.04958147 * 1124823; EvalClassificationError = 0.34091497 * 1124823; totalSamplesSeen = 10123407; learningRatePerSample = 0.00390625; epochTime=8.91973s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:33:13: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.28013591 * 122487; perplexity = 3.59712857; EvalClassificationError = 0.40411636 * 122487
01/16/2018 22:33:13: Finished Epoch[ 9 of 25]: [Validate] CrossEntropyWithSoftmax = 1.28013591 * 122487; EvalClassificationError = 0.40411636 * 122487
01/16/2018 22:33:13: Loading (rolling back to) previous model with best training-criterion value: /tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.8.
ValidateSubNetwork: InvStdOfFeatures InvStdDev operation changed, from [792 x 1] to [792].ValidateSubNetwork: MeanOfFeatures Mean operation changed, from [792 x 1] to [792].ValidateSubNetwork: Prior Mean operation changed, from [183 x 1] to [183].01/16/2018 22:33:13: learnRatePerSample reduced to 0.001953125
01/16/2018 22:33:13: SGD: revoke back to and update checkpoint file for epoch 8

01/16/2018 22:33:13: Starting Epoch 9: learning rate per sample = 0.001953  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 8: frames [8998584..10123407] (first utterance at frame 8998584), data subset 0 of 1, with 1 datapasses

01/16/2018 22:33:13: Starting minibatch loop.
01/16/2018 22:33:13:  Epoch[ 9 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 1.04460659 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0102s; samplesPerSecond = 126052.5
01/16/2018 22:33:13:  Epoch[ 9 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 1.00459824 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130152.7
01/16/2018 22:33:13:  Epoch[ 9 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 0.96255703 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0101s; samplesPerSecond = 127001.8
01/16/2018 22:33:13:  Epoch[ 9 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 1.03309479 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 129075.2
01/16/2018 22:33:13:  Epoch[ 9 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 1.00155563 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 131009.3
01/16/2018 22:33:13:  Epoch[ 9 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 1.00984077 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 128371.0
01/16/2018 22:33:13:  Epoch[ 9 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 1.01908493 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0100s; samplesPerSecond = 127971.8
01/16/2018 22:33:13:  Epoch[ 9 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 1.00208511 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130706.9
01/16/2018 22:33:13:  Epoch[ 9 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 0.98683472 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 129979.6
01/16/2018 22:33:13:  Epoch[ 9 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 1.05727768 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0099s; samplesPerSecond = 129316.4
01/16/2018 22:33:13:  Epoch[ 9 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 1.01396942 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130395.4
01/16/2018 22:33:13:  Epoch[ 9 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 1.00994186 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0100s; samplesPerSecond = 128066.6
01/16/2018 22:33:13:  Epoch[ 9 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 1.02281342 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 130588.3
01/16/2018 22:33:13:  Epoch[ 9 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 1.00823669 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0100s; samplesPerSecond = 128179.5
01/16/2018 22:33:13:  Epoch[ 9 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 0.99730682 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 128859.5
01/16/2018 22:33:13:  Epoch[ 9 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 1.01279907 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130432.6
01/16/2018 22:33:13:  Epoch[ 9 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 0.98998566 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129655.7
01/16/2018 22:33:13:  Epoch[ 9 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 0.99960175 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 128069.2
01/16/2018 22:33:13:  Epoch[ 9 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 1.03660126 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0098s; samplesPerSecond = 130594.9
01/16/2018 22:33:13:  Epoch[ 9 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 1.00290985 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0100s; samplesPerSecond = 127937.3
01/16/2018 22:33:13:  Epoch[ 9 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 0.98972931 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0100s; samplesPerSecond = 128141.0
01/16/2018 22:33:13:  Epoch[ 9 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 0.97686615 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130946.3
01/16/2018 22:33:13:  Epoch[ 9 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 0.98464203 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 127856.8
01/16/2018 22:33:13:  Epoch[ 9 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 0.99414215 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130724.3
01/16/2018 22:33:13:  Epoch[ 9 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 1.01427002 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0112s; samplesPerSecond = 114453.3
01/16/2018 22:33:13:  Epoch[ 9 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 0.97980652 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130306.4
01/16/2018 22:33:13:  Epoch[ 9 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 1.08354797 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 130870.0
01/16/2018 22:33:13:  Epoch[ 9 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 0.96931152 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0100s; samplesPerSecond = 128106.3
01/16/2018 22:33:13:  Epoch[ 9 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 0.99958801 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0099s; samplesPerSecond = 129536.3
01/16/2018 22:33:13:  Epoch[ 9 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 1.12696838 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 130970.4
01/16/2018 22:33:13:  Epoch[ 9 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 1.02121277 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0098s; samplesPerSecond = 130441.9
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 0.96037598 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130123.6
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 0.97300110 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130940.9
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 1.02821350 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0100s; samplesPerSecond = 128484.4
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 0.94628906 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0101s; samplesPerSecond = 127254.3
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 1.03007202 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 130528.3
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 1.01043396 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130406.0
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 0.96103210 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130628.2
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 0.98440552 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0100s; samplesPerSecond = 128017.9
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 0.98315430 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0100s; samplesPerSecond = 128409.6
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 0.98021545 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130025.8
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 1.01506958 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129041.4
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 1.06738892 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0101s; samplesPerSecond = 127230.3
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 1.01031189 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130969.1
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 1.01084290 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130346.2
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 0.98713684 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0099s; samplesPerSecond = 129932.1
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 1.09847717 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0098s; samplesPerSecond = 130686.9
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 1.04075317 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0101s; samplesPerSecond = 126513.5
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 0.99106750 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0100s; samplesPerSecond = 128320.8
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 1.05584106 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 130769.7
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 1.03909302 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0098s; samplesPerSecond = 130221.6
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 1.04218750 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130880.7
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 1.05938110 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0101s; samplesPerSecond = 126134.5
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 1.00195312 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 127694.8
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 0.99393921 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130589.6
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 0.99818726 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 128516.6
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 1.00100708 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0101s; samplesPerSecond = 126181.7
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 1.01997070 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130590.9
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 1.04010620 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0099s; samplesPerSecond = 129569.1
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 1.08636475 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 130819.2
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 1.09505615 * 1280; EvalClassificationError = 0.36953125 * 1280; time = 0.0100s; samplesPerSecond = 128409.6
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 0.99426880 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 128046.1
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 1.01020508 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130918.2
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 1.06450806 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0099s; samplesPerSecond = 128711.8
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 0.97135620 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127495.1
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 0.99392700 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130859.3
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 0.95816040 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129658.3
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 1.04756470 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0100s; samplesPerSecond = 127495.1
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 1.00234985 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130493.7
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 1.03291016 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0099s; samplesPerSecond = 129510.1
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 0.99572754 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0099s; samplesPerSecond = 129933.4
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 1.03543701 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130614.9
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 1.06790771 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0100s; samplesPerSecond = 127784.0
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 1.02050171 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130684.3
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 1.02615356 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0101s; samplesPerSecond = 127230.3
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 1.04700317 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130363.5
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 0.99711914 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130743.0
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 1.01034546 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0101s; samplesPerSecond = 127020.7
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 0.97648315 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0100s; samplesPerSecond = 127916.9
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 1.02019043 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130662.9
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 0.98549805 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128409.6
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 1.05364990 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0100s; samplesPerSecond = 127973.1
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 1.00734253 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 130314.4
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 1.00307007 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 128142.2
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 1.06574707 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 130689.6
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 0.99489746 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130543.0
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 0.99241943 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0101s; samplesPerSecond = 127220.1
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 0.98080444 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 131057.6
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 1.01511841 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129300.8
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 1.02332153 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0099s; samplesPerSecond = 129813.5
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 1.07749634 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 0.99560547 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 128927.0
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 0.94580688 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0101s; samplesPerSecond = 127087.5
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 1.00150146 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130867.3
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 1.05545654 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0100s; samplesPerSecond = 127892.6
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 0.95510864 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130825.8
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 1.02894897 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130866.0
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 0.99262085 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0102s; samplesPerSecond = 125914.9
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 0.97672119 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130780.4
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 0.96558838 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129438.1
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 1.04309082 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 130785.7
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 0.98525391 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130570.9
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 0.99045410 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0101s; samplesPerSecond = 126617.3
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 1.02836914 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0099s; samplesPerSecond = 129234.2
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 0.93043213 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130444.5
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 0.97517090 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 128316.9
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 0.99436035 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0102s; samplesPerSecond = 125404.1
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 1.03031006 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 1.06424561 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0100s; samplesPerSecond = 127498.9
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 0.99487305 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130768.4
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 0.99818115 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0100s; samplesPerSecond = 127467.2
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 1.02528076 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0100s; samplesPerSecond = 127841.5
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 1.02239990 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 130640.2
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 0.99552002 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 127391.1
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 1.06405029 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0099s; samplesPerSecond = 129847.7
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 1.05485840 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 130684.3
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 0.98599854 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 131037.4
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 1.04451904 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 130370.1
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 1.01619873 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0099s; samplesPerSecond = 129240.7
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 0.98497314 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128466.3
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 1.03730469 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0099s; samplesPerSecond = 129294.2
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 0.98437500 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130797.8
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 1.05039062 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0099s; samplesPerSecond = 129289.0
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 0.98006592 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130970.4
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 1.00555420 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0101s; samplesPerSecond = 126362.3
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 1.05136719 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 130325.0
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 1.02525635 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 0.99448242 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130245.4
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 0.97513428 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0099s; samplesPerSecond = 129780.6
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 1.03453369 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130803.1
01/16/2018 22:33:14:  Epoch[ 9 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 1.04985352 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0100s; samplesPerSecond = 128425.1
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 1.03629150 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 130862.0
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 0.99427490 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130688.3
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 1.01499023 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0100s; samplesPerSecond = 127793.0
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 1.06531982 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 130347.6
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 1.01190186 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0099s; samplesPerSecond = 128934.8
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 1.03255615 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 129979.6
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 1.04129639 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 130338.3
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 1.01533203 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0100s; samplesPerSecond = 127584.1
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 1.05422363 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0100s; samplesPerSecond = 127425.3
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 1.01480713 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 129358.3
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 1.03404541 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129018.0
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 1.01141357 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 129885.9
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 1.04600830 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130650.9
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 0.97777100 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0101s; samplesPerSecond = 127092.6
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 0.99042969 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130887.4
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 1.00904541 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0099s; samplesPerSecond = 129934.7
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 0.97718506 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129115.6
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 1.02003174 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130601.6
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 1.01778564 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0100s; samplesPerSecond = 128089.7
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 1.02943115 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130303.8
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 1.04699707 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0098s; samplesPerSecond = 130724.3
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 1.01110840 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0099s; samplesPerSecond = 128984.1
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 0.98426514 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0102s; samplesPerSecond = 125830.7
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 0.97884521 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0099s; samplesPerSecond = 129862.2
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 0.99553223 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129406.7
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 1.00112305 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130896.7
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 1.01972656 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127886.2
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 0.97869873 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0100s; samplesPerSecond = 127707.5
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 0.97706299 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130122.3
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 0.94813232 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0101s; samplesPerSecond = 126777.9
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 0.94969482 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0101s; samplesPerSecond = 127107.7
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 0.93676758 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130779.1
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 1.03564453 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0100s; samplesPerSecond = 127810.8
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 1.04265137 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0099s; samplesPerSecond = 129015.4
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 1.07983398 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0098s; samplesPerSecond = 130225.6
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 1.06219482 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0099s; samplesPerSecond = 129828.0
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 0.98332520 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 129991.5
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 1.06441650 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 131083.1
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 1.02781982 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0100s; samplesPerSecond = 128039.7
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 1.05573730 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 130282.6
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 1.05168457 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 129988.8
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 0.98499756 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130073.4
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 0.95747070 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130775.0
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 1.00860596 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 127838.9
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 1.03450928 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0099s; samplesPerSecond = 129085.6
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 0.96408691 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130978.4
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 0.98919678 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 0.94570312 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130821.8
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 1.03582764 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0100s; samplesPerSecond = 128214.1
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 1.01821289 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0100s; samplesPerSecond = 128612.2
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 1.01009521 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130857.9
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 0.97767334 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130697.6
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 1.01680908 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0100s; samplesPerSecond = 127925.8
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 0.95989990 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 1.00349121 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0099s; samplesPerSecond = 129324.3
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 1.01215820 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 130015.2
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 1.04548340 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0098s; samplesPerSecond = 130559.0
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 1.00864258 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0101s; samplesPerSecond = 126361.1
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 1.01818848 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130519.0
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 0.97443848 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130920.8
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 1.05809326 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0099s; samplesPerSecond = 128986.7
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 1.07724609 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 130825.8
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 1.02878418 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0099s; samplesPerSecond = 129753.0
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 0.97856445 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0100s; samplesPerSecond = 127636.2
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 0.98939209 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 0.95905762 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0099s; samplesPerSecond = 128982.8
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 0.98466797 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0100s; samplesPerSecond = 127679.5
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 0.98175049 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130923.5
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 1.04090576 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0100s; samplesPerSecond = 128237.2
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 1.00999756 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0103s; samplesPerSecond = 124337.0
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 1.04552002 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130620.2
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 0.95286865 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130176.6
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 1.04716797 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130767.0
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 1.02988281 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0102s; samplesPerSecond = 125319.4
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 1.01037598 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129525.8
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 1.01494141 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130866.0
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 1.01247559 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 129793.7
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 0.96562500 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 127510.4
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 0.97810059 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130625.6
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 0.97114258 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130245.4
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 0.92941895 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130509.7
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 0.98229980 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130594.9
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 1.02995605 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0100s; samplesPerSecond = 128106.3
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 0.94836426 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129563.8
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 1.00612793 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0100s; samplesPerSecond = 128162.8
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 0.98798828 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130070.7
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 0.98190918 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130827.2
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 1.07377930 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0099s; samplesPerSecond = 128741.6
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 1.10336914 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0102s; samplesPerSecond = 125427.5
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 1.00412598 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130851.2
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 0.96972656 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127763.6
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 1.00390625 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 129226.4
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 1.00131836 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 130924.9
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 1.02124023 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0100s; samplesPerSecond = 127742.0
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 0.99333496 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 130847.2
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 1.02167969 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130477.8
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 1.06352539 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0099s; samplesPerSecond = 128726.0
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 1.07670898 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0098s; samplesPerSecond = 130197.7
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 1.07355957 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0100s; samplesPerSecond = 127485.0
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 1.00141602 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0099s; samplesPerSecond = 129689.9
01/16/2018 22:33:15:  Epoch[ 9 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 1.01755371 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130702.9
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 1.03449707 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0100s; samplesPerSecond = 127946.3
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 1.00661621 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0100s; samplesPerSecond = 127440.5
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 1.05629883 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 130249.4
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 1.01218262 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0100s; samplesPerSecond = 128241.1
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 1.00568848 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 127422.8
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 1.05100098 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 130628.2
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 1.03937988 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0100s; samplesPerSecond = 127932.2
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 1.02700195 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130158.0
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 0.97189941 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0102s; samplesPerSecond = 124978.0
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 1.06520996 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0099s; samplesPerSecond = 129712.2
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 1.00407715 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130823.2
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 1.02241211 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0100s; samplesPerSecond = 128103.8
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 1.03161621 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0101s; samplesPerSecond = 127067.3
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 1.02570801 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 130368.8
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 1.06049805 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 129953.2
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 1.03186035 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0099s; samplesPerSecond = 129215.9
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 1.12460937 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0098s; samplesPerSecond = 130429.9
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 1.04497070 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0100s; samplesPerSecond = 127979.5
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 1.06867676 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0098s; samplesPerSecond = 130132.9
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 1.09670410 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0098s; samplesPerSecond = 129953.2
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 1.03576660 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0100s; samplesPerSecond = 128292.5
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 0.98874512 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130580.3
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 0.99035645 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0102s; samplesPerSecond = 125739.2
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 1.01445312 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 129306.0
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 1.02937012 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 130801.8
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 0.97058105 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 128937.4
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 1.08613281 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 130577.6
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 1.04079590 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 131056.2
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 1.00686035 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 128816.7
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 1.04094238 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0102s; samplesPerSecond = 125305.9
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 0.93732910 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130449.8
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 1.02644043 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0100s; samplesPerSecond = 127454.5
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 1.03142090 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 130062.8
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 1.00507813 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0100s; samplesPerSecond = 127591.7
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 0.96047363 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 129895.2
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 0.97236328 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130971.7
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 1.05869141 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0099s; samplesPerSecond = 128853.0
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 0.97690430 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0101s; samplesPerSecond = 126658.7
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 0.99897461 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0099s; samplesPerSecond = 129747.7
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 0.99606934 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129515.3
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 0.99846191 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0099s; samplesPerSecond = 128678.1
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 0.97368164 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130601.6
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 0.98415527 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0100s; samplesPerSecond = 127830.0
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 1.02624512 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 130249.4
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 1.06904297 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0098s; samplesPerSecond = 130122.3
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 1.02739258 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0100s; samplesPerSecond = 127481.2
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 0.98471680 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130624.2
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 0.98459473 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0101s; samplesPerSecond = 127350.5
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 1.01093750 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0099s; samplesPerSecond = 129857.0
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 1.00043945 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130021.8
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 1.01337891 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128129.4
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 1.04208984 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0100s; samplesPerSecond = 127600.6
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 1.03635254 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130634.9
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 1.03110352 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0099s; samplesPerSecond = 128675.5
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 1.07990723 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0100s; samplesPerSecond = 127591.7
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 1.00058594 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 129991.5
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 0.98261719 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0101s; samplesPerSecond = 126186.7
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 0.99213867 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 131048.2
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 0.99797363 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 127652.8
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 1.07529297 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130491.1
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 1.05095215 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 130443.2
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 1.03752441 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0099s; samplesPerSecond = 129389.6
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 0.98420410 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0101s; samplesPerSecond = 126584.8
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 1.05524902 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0099s; samplesPerSecond = 128853.0
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 0.99348145 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 129152.0
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 1.01801758 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 129680.7
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 1.00698242 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130475.1
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 1.00336914 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0099s; samplesPerSecond = 129141.6
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 0.95822754 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 128880.3
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 1.01154785 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0099s; samplesPerSecond = 129607.1
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 0.98127441 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130382.1
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 0.99626465 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 131032.1
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 0.97243652 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0101s; samplesPerSecond = 126394.8
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 0.98349609 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0099s; samplesPerSecond = 129753.0
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 1.02304687 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130453.8
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 1.01325684 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130795.1
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 1.03200684 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0100s; samplesPerSecond = 128080.7
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 1.01271973 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 130837.9
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 1.04816895 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130517.7
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 0.99973145 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 129515.3
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 1.03842773 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0098s; samplesPerSecond = 130963.7
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 0.95551758 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127948.8
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 1.03840332 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0099s; samplesPerSecond = 129506.2
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 1.00466309 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0099s; samplesPerSecond = 129746.4
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 1.00661621 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130755.0
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 1.02312012 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130517.7
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 0.94169922 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129860.9
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 1.03676758 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0100s; samplesPerSecond = 127417.7
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 0.99057617 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130879.3
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 1.01857910 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0101s; samplesPerSecond = 127355.6
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 1.05974121 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0098s; samplesPerSecond = 130896.7
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 0.97480469 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 131054.9
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 1.05205078 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0100s; samplesPerSecond = 127766.2
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 0.99277344 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130851.2
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 1.02807617 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 130665.6
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 1.04086914 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130229.5
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 1.02438965 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0098s; samplesPerSecond = 130868.6
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 1.02172852 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 1.01115723 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0105s; samplesPerSecond = 122262.2
01/16/2018 22:33:16:  Epoch[ 9 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 1.04995117 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130892.7
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 1.07697754 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0098s; samplesPerSecond = 130310.4
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 0.98774414 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 130749.7
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 1.03403320 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130693.6
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 1.11000977 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0099s; samplesPerSecond = 128962.1
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 1.06740723 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 0.96218262 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129540.2
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 1.02983398 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130402.0
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 1.03452148 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130851.2
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 0.96940918 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129934.7
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 1.01467285 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 129900.4
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 0.95598145 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 131067.0
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 0.95881348 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 128542.4
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 1.04326172 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0098s; samplesPerSecond = 130352.9
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 0.96975098 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 131080.4
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 0.98984375 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0099s; samplesPerSecond = 129311.2
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 1.02773438 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0098s; samplesPerSecond = 130990.5
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 1.01833496 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 128916.6
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 1.01511230 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0100s; samplesPerSecond = 127621.0
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 1.08161621 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 130578.9
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 1.03283691 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0099s; samplesPerSecond = 129353.0
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 1.03701172 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0100s; samplesPerSecond = 127830.0
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 0.98703613 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130374.1
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 1.00317383 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0102s; samplesPerSecond = 125550.5
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 0.98337402 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 129049.2
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 1.04958496 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 130835.2
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 0.99736328 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0099s; samplesPerSecond = 129941.3
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 1.00251465 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130916.8
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 1.00480957 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0101s; samplesPerSecond = 127193.6
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 1.02910156 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 130641.6
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 1.04948730 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0105s; samplesPerSecond = 122208.5
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 1.00681152 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 127593.0
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 0.98491211 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 127877.2
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 1.05007324 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 130440.5
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 1.03386230 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0099s; samplesPerSecond = 128945.2
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 0.95988770 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129300.8
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 0.96313477 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130819.2
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 1.02351074 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130864.6
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 1.04362793 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0100s; samplesPerSecond = 127593.0
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 1.00778809 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130951.7
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 1.00324707 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0099s; samplesPerSecond = 128731.2
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 1.04670410 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 1.03093262 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 130314.4
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 0.96984863 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 127877.2
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 1.04372559 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130656.2
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 1.05156250 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0100s; samplesPerSecond = 128439.3
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 0.99069824 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 127668.1
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 1.02214355 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0098s; samplesPerSecond = 130816.5
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 1.03483887 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130475.1
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 1.02065430 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130532.3
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 1.04411621 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0099s; samplesPerSecond = 129833.2
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 1.03381348 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130346.2
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 0.98942871 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130517.7
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 0.99970703 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0099s; samplesPerSecond = 129569.1
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 1.05600586 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130673.6
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 1.05278320 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0098s; samplesPerSecond = 130776.4
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 1.01752930 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130441.9
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 0.99550781 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0105s; samplesPerSecond = 121767.9
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 1.03261719 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130931.6
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 1.09394531 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0099s; samplesPerSecond = 129152.0
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 1.05231934 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 131036.1
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 1.04045410 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 131260.5
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 0.97355957 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130509.7
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 1.07592773 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0098s; samplesPerSecond = 131163.7
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 0.98796387 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0101s; samplesPerSecond = 126627.4
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 1.09721680 * 1280; EvalClassificationError = 0.37109375 * 1280; time = 0.0098s; samplesPerSecond = 131119.3
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 0.99936523 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 131026.7
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 1.01494141 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0098s; samplesPerSecond = 130590.9
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 0.97956543 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0100s; samplesPerSecond = 127375.9
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 0.98847656 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130524.3
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 0.97185059 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130714.9
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 0.99443359 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130994.5
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 1.11108398 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0098s; samplesPerSecond = 131114.0
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 0.96816406 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 131037.4
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 1.02944336 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 131143.5
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 0.97138672 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 129059.6
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 1.00839844 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130370.1
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 1.00668945 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130245.4
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 1.01855469 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0097s; samplesPerSecond = 131379.1
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 1.05922852 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0098s; samplesPerSecond = 131224.2
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 1.01191406 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 131263.2
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 1.02441406 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 131029.4
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 1.03496094 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 1.06899414 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0099s; samplesPerSecond = 129176.8
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 1.05161133 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 130789.7
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 0.98818359 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130617.6
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 0.96337891 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130352.9
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 1.05410156 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0098s; samplesPerSecond = 130761.7
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 0.98164063 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 131033.4
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 0.99033203 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130678.9
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 1.06455078 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0098s; samplesPerSecond = 130307.8
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 1.01430664 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130698.9
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 1.04047852 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 131026.7
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 1.00278320 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130977.1
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 0.97382813 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0100s; samplesPerSecond = 128472.8
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 1.11137695 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 131029.4
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 1.03188477 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0098s; samplesPerSecond = 131139.5
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 1.01586914 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 130618.9
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 0.98232422 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129571.7
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 0.96352539 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130903.4
01/16/2018 22:33:17:  Epoch[ 9 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 0.99726563 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130764.4
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 1.03583984 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130878.0
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 0.99467773 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 131210.7
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 1.03715820 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0101s; samplesPerSecond = 126138.2
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 1.02143555 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130934.2
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 1.03974609 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 131010.6
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 0.96381836 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 131142.2
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 1.02724609 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130923.5
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 1.00478516 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129838.5
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 1.02612305 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 127982.1
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 1.02192383 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130556.3
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 0.99604492 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0099s; samplesPerSecond = 129001.0
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 1.04282227 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 131155.6
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 1.06582031 * 1280; EvalClassificationError = 0.36875000 * 1280; time = 0.0099s; samplesPerSecond = 129098.6
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 0.99824219 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0102s; samplesPerSecond = 125846.8
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 0.98422852 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 1.03652344 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 130355.5
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 1.02202148 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 130919.5
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 0.96831055 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0097s; samplesPerSecond = 131358.8
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 1.02919922 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0111s; samplesPerSecond = 115419.3
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 1.04589844 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 131018.7
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 0.99204102 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131224.2
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 1.05224609 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0098s; samplesPerSecond = 130886.0
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 1.00361328 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 131234.9
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 0.94291992 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 128915.3
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 1.07485352 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0098s; samplesPerSecond = 131187.9
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 1.02070313 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 131084.4
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 0.97880859 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130919.5
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 1.02128906 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0099s; samplesPerSecond = 128845.2
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 1.04418945 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 131146.2
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 1.03056641 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130741.7
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 0.97260742 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130070.7
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 0.96430664 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131161.0
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 0.98125000 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 128949.1
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 0.97309570 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131009.3
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 1.04887695 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 130509.7
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 1.02661133 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0098s; samplesPerSecond = 130732.3
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 1.00488281 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0097s; samplesPerSecond = 131354.8
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 0.95068359 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0105s; samplesPerSecond = 121634.8
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 1.03588867 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0103s; samplesPerSecond = 123727.7
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 0.99624023 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 131174.4
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 1.01582031 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0104s; samplesPerSecond = 122614.8
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 1.00615234 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0099s; samplesPerSecond = 129542.9
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 1.03881836 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130884.7
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 1.08603516 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0100s; samplesPerSecond = 128286.1
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 0.99584961 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 131226.9
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 1.08100586 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0098s; samplesPerSecond = 130938.3
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 1.00659180 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0103s; samplesPerSecond = 124671.3
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 0.97265625 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0097s; samplesPerSecond = 131294.2
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 1.01162109 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 128757.1
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 1.02250977 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0099s; samplesPerSecond = 128645.8
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 1.03139648 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0097s; samplesPerSecond = 131748.2
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 1.01157227 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 131249.7
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 0.99599609 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 1.00576172 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130268.0
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 0.95786133 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 131135.4
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 1.00336914 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 1.06923828 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0098s; samplesPerSecond = 131282.1
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 1.07065430 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130851.2
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 1.03691406 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0097s; samplesPerSecond = 131443.8
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 1.03466797 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0099s; samplesPerSecond = 129448.5
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 1.02050781 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 130293.2
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 1.02539062 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 131081.7
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 1.01875000 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0099s; samplesPerSecond = 128790.8
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 1.06142578 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0101s; samplesPerSecond = 126202.9
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 0.97915039 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130489.7
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 1.00419922 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0099s; samplesPerSecond = 129843.8
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 0.96127930 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131079.0
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 1.00312500 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130868.6
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 1.05517578 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0100s; samplesPerSecond = 128607.0
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 1.06728516 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0098s; samplesPerSecond = 130763.0
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 1.05048828 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 130950.3
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 1.07675781 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0098s; samplesPerSecond = 130951.7
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 1.06513672 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130874.0
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 0.98090820 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130817.8
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 1.03461914 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130404.7
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 1.01108398 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 131114.0
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 1.04946289 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0101s; samplesPerSecond = 127198.6
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 1.03735352 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0099s; samplesPerSecond = 129843.8
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 1.01123047 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 130771.0
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 1.04833984 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 131275.3
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 0.97319336 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130943.6
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 1.02675781 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130943.6
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 1.03759766 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130162.0
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 1.10512695 * 1280; EvalClassificationError = 0.36328125 * 1280; time = 0.0099s; samplesPerSecond = 129905.7
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 1.03901367 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130614.9
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 0.95654297 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 131034.8
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 0.99345703 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 131169.0
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 0.99233398 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130835.2
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 0.95371094 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131064.3
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 0.97587891 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129110.3
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 1.06328125 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0099s; samplesPerSecond = 129933.4
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 1.06870117 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0098s; samplesPerSecond = 130570.9
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 1.06870117 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 130934.2
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 1.04604492 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0098s; samplesPerSecond = 130670.9
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 0.99814453 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130974.4
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 1.00468750 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130578.9
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 1.01108398 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130965.0
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 0.99633789 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 131202.7
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 1.03007812 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0101s; samplesPerSecond = 127131.7
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 0.96621094 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 131275.3
01/16/2018 22:33:18:  Epoch[ 9 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 1.02260742 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130590.9
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 0.94970703 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 129986.2
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 1.01625977 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 131174.4
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 1.06650391 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 130552.3
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 0.92407227 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 131230.9
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 1.03510742 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0097s; samplesPerSecond = 131442.5
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 1.02963867 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130269.3
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 1.01855469 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 131236.3
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 0.98916016 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 128901.0
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 1.03046875 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0100s; samplesPerSecond = 127506.5
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 1.01333008 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 131109.9
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 1.01953125 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0099s; samplesPerSecond = 129628.1
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 1.07851563 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 131105.9
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 1.04448242 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 130958.3
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 1.08500977 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0100s; samplesPerSecond = 128047.4
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 1.00161133 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130660.2
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 1.05200195 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130795.1
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 1.02475586 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130685.6
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 0.97309570 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130974.4
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 1.02080078 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0101s; samplesPerSecond = 126242.7
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 1.04995117 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 130775.0
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 1.04609375 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130676.2
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 1.00053711 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130537.7
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 0.99218750 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130646.9
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 0.98393555 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 131076.4
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 0.98212891 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130828.5
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 1.01176758 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 131087.1
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 1.03471680 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 131224.2
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 0.98906250 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0099s; samplesPerSecond = 129213.3
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 1.03286133 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0098s; samplesPerSecond = 131162.3
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 1.02109375 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0097s; samplesPerSecond = 131326.5
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 0.95317383 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 131161.0
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 1.03735352 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130273.3
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 1.01660156 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 130991.9
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 1.02763672 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 131148.9
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 0.94272461 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 131081.7
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 0.96982422 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131067.0
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 1.04614258 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 131229.6
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 1.03691406 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 130537.7
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 0.99487305 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 129137.7
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 1.00195312 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 129171.6
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 0.96040039 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 131061.6
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 0.99399414 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 129453.8
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 0.95849609 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130986.5
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 1.03920898 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0100s; samplesPerSecond = 128502.4
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 0.97861328 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131185.2
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 0.95800781 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 131029.4
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 1.00336914 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 131245.7
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 1.03310547 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 131058.9
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 0.96972656 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130428.6
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 1.00234375 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130851.2
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 1.00239258 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 130911.5
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 1.06445312 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 131115.3
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 1.05844727 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130187.1
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 1.03554688 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 131030.7
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 1.00195312 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130836.5
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 1.03027344 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 131097.8
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 1.02998047 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0243s; samplesPerSecond = 52767.6
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 1.02900391 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0178s; samplesPerSecond = 71874.6
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 1.01762695 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 129825.3
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 1.03647461 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130497.7
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 1.02153320 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0102s; samplesPerSecond = 125320.6
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 1.01645508 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0103s; samplesPerSecond = 124524.5
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 1.04291992 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0099s; samplesPerSecond = 129265.5
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 1.00966797 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130582.9
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 1.01430664 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129456.4
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 0.99853516 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130636.2
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 0.97348633 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0110s; samplesPerSecond = 116619.1
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 1.05825195 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 130588.3
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 0.99746094 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130293.2
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 0.99868164 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 129967.7
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 0.96982422 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0100s; samplesPerSecond = 127960.3
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 1.01640625 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 130784.4
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 1.05458984 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0099s; samplesPerSecond = 129911.0
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 1.15141602 * 1280; EvalClassificationError = 0.37890625 * 1280; time = 0.0099s; samplesPerSecond = 128742.8
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 1.09716797 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0101s; samplesPerSecond = 127258.1
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 1.04404297 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0104s; samplesPerSecond = 123279.6
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 1.02539062 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0099s; samplesPerSecond = 129784.5
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 0.98115234 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0102s; samplesPerSecond = 125122.2
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 1.01845703 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 130504.4
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 1.03828125 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 129963.8
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 0.96044922 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0103s; samplesPerSecond = 123701.4
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 0.99692383 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0100s; samplesPerSecond = 128124.3
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 1.07587891 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0098s; samplesPerSecond = 129969.0
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 1.05058594 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 130105.1
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 0.97456055 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0099s; samplesPerSecond = 129710.9
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 1.06977539 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0099s; samplesPerSecond = 129831.9
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 0.97724609 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 127706.3
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 1.02822266 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 130114.4
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 1.02900391 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0098s; samplesPerSecond = 130122.3
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 1.00493164 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0100s; samplesPerSecond = 127663.0
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 1.02045898 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0099s; samplesPerSecond = 129854.3
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 1.02255859 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0102s; samplesPerSecond = 125210.3
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 1.02978516 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0099s; samplesPerSecond = 129439.4
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 0.98613281 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 129485.2
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 1.00229492 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0104s; samplesPerSecond = 123293.9
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 1.03632813 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0102s; samplesPerSecond = 125914.9
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 0.99194336 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130525.7
01/16/2018 22:33:19:  Epoch[ 9 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 0.97856445 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129747.7
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 1.00424805 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 129998.1
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 1.04306641 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0099s; samplesPerSecond = 129837.2
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 1.01596680 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0100s; samplesPerSecond = 127828.7
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 1.00776367 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 129304.7
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 0.96796875 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0100s; samplesPerSecond = 128126.8
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 1.07285156 * 1280; EvalClassificationError = 0.36015625 * 1280; time = 0.0099s; samplesPerSecond = 129510.1
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 1.04521484 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0098s; samplesPerSecond = 130374.1
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 0.95747070 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0102s; samplesPerSecond = 124969.5
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 1.04667969 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130745.7
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 0.97832031 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130427.3
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 1.00058594 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130117.0
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 1.05200195 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0112s; samplesPerSecond = 114498.4
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 1.03232422 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 1.07114258 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0100s; samplesPerSecond = 128515.3
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 1.03959961 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 130309.1
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 1.08994141 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 130447.2
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 1.06269531 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0100s; samplesPerSecond = 128625.1
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 1.02446289 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0101s; samplesPerSecond = 126904.8
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 0.98588867 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130491.1
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 0.97294922 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130102.5
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 1.05327148 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 130400.7
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 0.99990234 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0101s; samplesPerSecond = 127091.3
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 0.96489258 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0108s; samplesPerSecond = 118021.3
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 1.03984375 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0099s; samplesPerSecond = 129617.6
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 0.97578125 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 129718.8
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 0.98964844 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130148.8
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 0.98330078 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 129658.3
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 1.04482422 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0101s; samplesPerSecond = 126144.4
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 1.01386719 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130147.4
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 1.01303711 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130095.8
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 1.02939453 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0110s; samplesPerSecond = 116408.1
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 0.96635742 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0101s; samplesPerSecond = 126969.0
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 1.04506836 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130356.9
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 1.01943359 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 131056.2
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 1.00659180 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130874.0
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 1.05068359 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0099s; samplesPerSecond = 128876.4
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 0.99692383 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130417.9
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 1.01166992 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 130425.9
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 1.08525391 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0101s; samplesPerSecond = 127018.1
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 1.05517578 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 130598.9
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 1.04536133 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0098s; samplesPerSecond = 130747.0
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 0.97734375 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130388.7
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 1.06484375 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0101s; samplesPerSecond = 126328.7
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 1.04433594 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130729.6
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 1.03647461 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0100s; samplesPerSecond = 127533.2
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 1.01210938 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130152.7
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 1.01772461 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130074.7
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 0.99311523 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130094.5
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 0.98876953 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130476.4
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 0.99189453 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130180.5
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 1.07236328 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0113s; samplesPerSecond = 113628.3
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 1.00615234 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 129768.7
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 1.02436523 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0102s; samplesPerSecond = 126104.6
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 1.03369141 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 130586.9
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 1.00668945 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130636.2
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 0.98984375 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0159s; samplesPerSecond = 80251.8
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 1.08779297 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0142s; samplesPerSecond = 90262.9
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 1.02309570 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0178s; samplesPerSecond = 71975.6
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 1.03554688 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0100s; samplesPerSecond = 127467.2
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 1.05239258 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0099s; samplesPerSecond = 129767.4
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 0.99614258 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130314.4
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 1.04443359 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0102s; samplesPerSecond = 126045.0
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 1.03842773 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0101s; samplesPerSecond = 127336.6
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 0.98764648 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130654.9
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 0.99829102 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129763.5
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 1.03046875 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0100s; samplesPerSecond = 127529.4
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 1.03486328 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130321.0
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 1.08212891 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0101s; samplesPerSecond = 126764.1
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 1.01157227 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 130743.0
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 1.00502930 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0109s; samplesPerSecond = 117477.5
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 1.03623047 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0101s; samplesPerSecond = 127061.0
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 1.08862305 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0098s; samplesPerSecond = 130912.8
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 1.04340820 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0099s; samplesPerSecond = 129444.6
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 0.99321289 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130969.1
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 1.00742187 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 130763.0
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 1.04321289 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0100s; samplesPerSecond = 127398.7
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 1.00493164 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130665.6
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 1.04287109 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 130475.1
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 1.02402344 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130384.7
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 1.02397461 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130867.3
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 0.98535156 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0112s; samplesPerSecond = 114754.0
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 1.00654297 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0101s; samplesPerSecond = 127136.7
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 1.00263672 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0100s; samplesPerSecond = 127491.3
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 0.98618164 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 129223.7
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 0.95952148 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 127441.8
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 1.01250000 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0106s; samplesPerSecond = 121304.0
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 1.01166992 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0099s; samplesPerSecond = 129491.7
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 1.01118164 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129080.4
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 1.06010742 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0101s; samplesPerSecond = 127225.2
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 0.96884766 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129435.4
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 1.05786133 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0102s; samplesPerSecond = 125335.4
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 1.02416992 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0099s; samplesPerSecond = 129350.4
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 1.02768555 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0099s; samplesPerSecond = 129709.6
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 1.00825195 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 129774.0
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 1.04785156 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0103s; samplesPerSecond = 124698.0
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 1.00014648 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0108s; samplesPerSecond = 118143.3
01/16/2018 22:33:20:  Epoch[ 9 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 1.07680664 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0101s; samplesPerSecond = 126825.6
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 1.04731445 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0099s; samplesPerSecond = 129381.8
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 0.94887695 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129634.7
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 0.94057617 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0103s; samplesPerSecond = 124591.2
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 1.03261719 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0114s; samplesPerSecond = 112440.5
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 1.00805664 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 129771.4
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 1.02333984 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0099s; samplesPerSecond = 129594.0
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 1.02890625 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0101s; samplesPerSecond = 127082.5
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 1.00781250 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0105s; samplesPerSecond = 122200.4
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 1.01850586 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130439.2
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 0.99399414 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 128333.7
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 1.01816406 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0109s; samplesPerSecond = 117803.0
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 0.93789062 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 1.04072266 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0102s; samplesPerSecond = 124975.6
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 0.98393555 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0100s; samplesPerSecond = 128032.0
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 1.03417969 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0100s; samplesPerSecond = 127916.9
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 0.97656250 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0100s; samplesPerSecond = 128216.7
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 1.03486328 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 130621.6
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 1.01420898 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0100s; samplesPerSecond = 128306.7
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 1.01748047 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0099s; samplesPerSecond = 129569.1
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 0.99584961 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129747.7
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 1.02065430 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0100s; samplesPerSecond = 127554.8
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 1.05410156 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0100s; samplesPerSecond = 128545.0
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 1.02050781 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0108s; samplesPerSecond = 118608.6
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 0.94716797 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129553.3
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 1.02661133 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0099s; samplesPerSecond = 129049.2
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 1.03046875 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130748.3
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 1.02172852 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0104s; samplesPerSecond = 122930.4
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 1.03354492 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0099s; samplesPerSecond = 128814.1
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 1.01142578 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0102s; samplesPerSecond = 125942.1
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 1.02963867 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0100s; samplesPerSecond = 128234.7
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 0.96621094 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0103s; samplesPerSecond = 124535.4
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 1.04760742 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 129969.0
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 1.06840820 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0099s; samplesPerSecond = 129340.0
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 1.06630859 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0102s; samplesPerSecond = 125923.5
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 1.03549805 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0102s; samplesPerSecond = 124919.5
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 1.01430664 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0100s; samplesPerSecond = 128016.6
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 1.01640625 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0100s; samplesPerSecond = 128085.8
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 1.05634766 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0099s; samplesPerSecond = 129739.8
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 1.05966797 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0099s; samplesPerSecond = 129383.1
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 0.96181641 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0099s; samplesPerSecond = 129163.8
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 0.98876953 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 128879.0
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 1.04633789 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0102s; samplesPerSecond = 126061.2
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 1.00961914 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0099s; samplesPerSecond = 128702.7
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 1.00468750 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0099s; samplesPerSecond = 129750.3
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 0.93334961 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0101s; samplesPerSecond = 126628.6
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 1.04902344 * 1280; EvalClassificationError = 0.35937500 * 1280; time = 0.0101s; samplesPerSecond = 126658.7
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 1.04916992 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0103s; samplesPerSecond = 124185.0
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 0.96611328 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129402.7
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 0.99833984 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128641.9
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 1.08388672 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0115s; samplesPerSecond = 111774.8
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 1.07875977 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0101s; samplesPerSecond = 126507.2
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 1.00727539 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0099s; samplesPerSecond = 129071.3
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 1.01479492 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129240.7
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 0.92358398 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127448.1
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 0.96630859 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0106s; samplesPerSecond = 120662.5
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 0.98500977 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0099s; samplesPerSecond = 129438.1
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 1.06025391 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0100s; samplesPerSecond = 127573.9
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 0.98471680 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0099s; samplesPerSecond = 129438.1
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 1.02944336 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0099s; samplesPerSecond = 128676.8
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 0.97358398 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129172.9
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 0.98730469 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0101s; samplesPerSecond = 126386.1
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 1.01513672 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0102s; samplesPerSecond = 125466.8
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 1.00893555 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0099s; samplesPerSecond = 129064.8
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 0.99282227 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0099s; samplesPerSecond = 129235.5
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 1.01835937 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 128898.4
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 1.02592773 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0103s; samplesPerSecond = 124448.2
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 0.99897461 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0099s; samplesPerSecond = 129094.7
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 1.00722656 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0100s; samplesPerSecond = 128507.6
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 1.06660156 * 1280; EvalClassificationError = 0.36171875 * 1280; time = 0.0111s; samplesPerSecond = 115377.7
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 1.03989258 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0100s; samplesPerSecond = 127649.0
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 1.04174805 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0100s; samplesPerSecond = 128551.5
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 1.01157227 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129724.0
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 1.03032227 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0099s; samplesPerSecond = 129058.3
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 0.96821289 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129116.9
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 1.02753906 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0103s; samplesPerSecond = 124613.0
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 1.01635742 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0099s; samplesPerSecond = 129920.2
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 1.05551758 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0098s; samplesPerSecond = 130461.8
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 1.00922852 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 131006.6
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 1.05141602 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0099s; samplesPerSecond = 129028.4
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 1.00742187 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 130908.8
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 0.93232422 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 131119.3
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 1.01494141 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0097s; samplesPerSecond = 131294.2
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 0.95468750 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131275.3
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 1.03212891 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 131064.3
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 0.97734375 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 127776.4
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 0.96708984 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130614.9
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 0.99150391 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 128034.6
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 1.01347656 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130197.7
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 0.95000000 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129417.1
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 1.00781250 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0099s; samplesPerSecond = 129531.1
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 1.06562500 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 131022.7
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 1.00722656 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130898.1
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 0.99326172 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0145s; samplesPerSecond = 88546.4
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 0.96367187 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0101s; samplesPerSecond = 126466.0
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 1.01074219 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130989.2
01/16/2018 22:33:21:  Epoch[ 9 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 1.04765625 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130358.2
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 0.97812500 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130384.7
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 1.00234375 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130764.4
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 1.04570312 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130258.7
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 0.96396484 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130935.6
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 1.04052734 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 130019.2
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 1.06777344 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0099s; samplesPerSecond = 129566.5
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 0.98330078 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130555.0
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 1.07041016 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0099s; samplesPerSecond = 128786.9
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 0.98857422 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130841.9
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 0.99296875 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130735.0
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 1.04394531 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130812.5
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 0.97988281 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 129988.8
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 1.03300781 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0099s; samplesPerSecond = 129541.5
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 0.99472656 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0101s; samplesPerSecond = 126393.5
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 1.09375000 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0099s; samplesPerSecond = 129362.2
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 0.99121094 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130225.6
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 1.09130859 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0100s; samplesPerSecond = 128579.9
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 1.01523437 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0097s; samplesPerSecond = 131311.7
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 1.00039063 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129682.0
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 1.02705078 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130986.5
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 1.05410156 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0098s; samplesPerSecond = 131272.6
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 1.03662109 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 131083.1
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 0.98369141 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130923.5
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 1.01923828 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130775.0
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 1.00107422 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130920.8
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 1.05664062 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0097s; samplesPerSecond = 131288.8
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 0.96035156 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 131191.9
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 1.01308594 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130310.4
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 0.97246094 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 131276.7
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 0.97353516 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 0.96230469 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130678.9
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 1.06523437 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 1.01767578 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130080.0
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 1.01894531 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 131018.7
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 1.01250000 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 131190.6
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 1.09052734 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 131169.0
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 1.05039062 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 131054.9
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 0.97177734 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130843.2
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 0.96582031 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 129507.5
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 1.00566406 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 131210.7
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 1.02441406 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0099s; samplesPerSecond = 129209.4
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 0.90751953 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0097s; samplesPerSecond = 131416.8
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 1.01582031 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 131167.7
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 1.10273438 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0098s; samplesPerSecond = 130934.2
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 1.03623047 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 131100.5
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 0.99101562 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130883.4
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 0.98525391 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130151.4
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 1.04443359 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0113s; samplesPerSecond = 113089.2
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 1.03769531 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130035.0
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 0.97011719 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130981.1
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 1.02431641 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0098s; samplesPerSecond = 130918.2
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 0.93574219 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130870.0
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 1.06582031 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0114s; samplesPerSecond = 112617.6
01/16/2018 22:33:22:  Epoch[ 9 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 1.07587891 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0146s; samplesPerSecond = 87891.0
01/16/2018 22:33:22: Finished Epoch[ 9 of 25]: [Training] CrossEntropyWithSoftmax = 1.01559245 * 1124823; EvalClassificationError = 0.33004837 * 1124823; totalSamplesSeen = 10123407; learningRatePerSample = 0.001953125; epochTime=8.86349s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:33:23: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.25399945 * 122487; perplexity = 3.50433035; EvalClassificationError = 0.39716051 * 122487
01/16/2018 22:33:23: Finished Epoch[ 9 of 25]: [Validate] CrossEntropyWithSoftmax = 1.25399945 * 122487; EvalClassificationError = 0.39716051 * 122487
01/16/2018 22:33:23: SGD: Saving checkpoint model '/tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.9'

01/16/2018 22:33:23: Starting Epoch 10: learning rate per sample = 0.001953  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 9: frames [10123407..11248230] (first utterance at frame 10123407), data subset 0 of 1, with 1 datapasses

01/16/2018 22:33:23: Starting minibatch loop.
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 0.99103527 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0101s; samplesPerSecond = 127063.5
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 0.95933266 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130982.5
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 0.97166290 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 131182.5
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 0.99121838 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0097s; samplesPerSecond = 131304.9
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 1.00816574 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0097s; samplesPerSecond = 131303.6
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 1.00315933 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0099s; samplesPerSecond = 129607.1
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 0.96701355 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 131169.0
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 0.99249954 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 131084.4
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 1.03390732 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 130551.0
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 0.98157349 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0101s; samplesPerSecond = 126991.7
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 0.96451416 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130228.2
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 0.99339676 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 131069.7
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 0.96203690 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0108s; samplesPerSecond = 118358.5
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 0.98410797 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 131042.8
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 0.98734894 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0099s; samplesPerSecond = 128886.7
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 1.00200806 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 131073.7
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 0.96454315 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 131112.6
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 1.00614624 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 131150.2
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 0.97036591 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 131067.0
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 0.97596588 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 131217.5
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 1.01089325 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0099s; samplesPerSecond = 129847.7
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 1.00412750 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0097s; samplesPerSecond = 131290.1
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 1.00392609 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0097s; samplesPerSecond = 131303.6
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 0.98138428 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130261.3
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 0.95886230 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130829.8
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 0.97110291 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 128693.7
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 1.02597961 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 131091.1
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 0.94115906 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131068.3
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 0.93179932 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130318.4
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 0.99279480 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130285.2
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 1.00343628 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0099s; samplesPerSecond = 129699.1
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 0.96607361 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130911.5
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 0.97738037 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130670.9
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 0.99221191 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 0.98833313 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130665.6
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 0.93362732 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131249.7
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 1.07056885 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0099s; samplesPerSecond = 129141.6
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 0.97838135 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130154.0
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 0.96874390 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129347.8
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 1.06045227 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130455.2
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 0.97991333 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131190.6
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 0.91588135 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0097s; samplesPerSecond = 131389.9
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 0.97277222 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131064.3
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 0.96682434 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131057.6
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 1.00332642 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 131261.9
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 0.97126160 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 0.93524475 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0102s; samplesPerSecond = 125249.5
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 0.96633301 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130469.8
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 1.00384521 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 131124.7
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 1.03138733 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 131239.0
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 1.04760437 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130910.1
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 1.02906189 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0098s; samplesPerSecond = 130887.4
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 0.96122437 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 131150.2
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 0.97921143 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0097s; samplesPerSecond = 131344.0
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 0.96339722 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130966.4
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 0.90834961 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 128700.1
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 1.02146606 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 130857.9
01/16/2018 22:33:23:  Epoch[10 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 0.92356567 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130433.9
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 1.01783447 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 131053.5
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 0.94252930 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130863.3
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 0.95470581 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130306.4
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 1.01724854 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130772.4
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 1.03575439 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130991.9
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 1.02060547 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 131005.3
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 1.01597900 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 131261.9
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 0.98403931 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0100s; samplesPerSecond = 128603.1
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 1.00524902 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0097s; samplesPerSecond = 131325.2
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 1.01244507 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 131151.6
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 1.01862793 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0097s; samplesPerSecond = 131395.3
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 1.01240845 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130637.6
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 0.94194336 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129387.0
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 0.97668457 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 128604.4
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 0.97365112 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130211.0
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 1.02058716 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130954.3
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 0.95674438 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 129414.5
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 0.98339844 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 131224.2
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 1.00505981 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 128405.8
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 1.00623779 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130390.0
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 0.98908081 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0097s; samplesPerSecond = 131306.3
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 0.96354370 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0097s; samplesPerSecond = 131439.8
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 1.01598511 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130101.1
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 0.91592407 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129900.4
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 1.00541382 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 131077.7
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 0.94551392 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0097s; samplesPerSecond = 131329.2
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 0.99229126 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 131175.8
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 0.97282104 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130932.9
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 0.94406738 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130882.0
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 0.93757324 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130788.4
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 0.97308350 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130424.6
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 1.06758423 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 131118.0
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 0.97612915 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129021.9
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 1.00369873 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 131191.9
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 0.98679810 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 131200.0
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 1.06636353 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 131058.9
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 1.01768799 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 131163.7
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 1.03133545 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 131048.2
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 1.05704956 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0099s; samplesPerSecond = 129936.0
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 0.98690796 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 131122.0
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 1.03378906 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0098s; samplesPerSecond = 131091.1
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 1.02565308 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 130982.5
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 1.05368652 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130963.7
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 0.99000244 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130829.8
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 0.98781738 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 128733.8
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 0.94317627 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130832.5
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 0.99400635 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 131169.0
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 0.93806152 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 131178.5
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 1.03999023 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0099s; samplesPerSecond = 128797.3
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 0.97941895 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 131033.4
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 0.99621582 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130760.4
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 0.97618408 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130525.7
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 1.03500977 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130314.4
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 0.99880371 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 129333.4
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 1.02314453 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130874.0
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 1.08607178 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130828.5
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 1.00356445 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 130713.6
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 0.98424072 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0099s; samplesPerSecond = 128775.2
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 1.02760010 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 131022.7
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 0.95605469 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131233.6
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 0.99752197 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 131111.3
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 0.97835693 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0097s; samplesPerSecond = 131318.4
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 0.97625732 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 130654.9
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 1.02271729 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 131209.4
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 1.08892822 * 1280; EvalClassificationError = 0.36796875 * 1280; time = 0.0098s; samplesPerSecond = 131190.6
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 0.93437500 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 127375.9
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 1.04536133 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 131001.2
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 0.96474609 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 131239.0
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 0.96312256 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0100s; samplesPerSecond = 127717.7
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 1.02231445 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 131201.3
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 1.00288086 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0101s; samplesPerSecond = 127306.2
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 0.93505859 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131009.3
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 0.98472900 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0097s; samplesPerSecond = 131303.6
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 1.01519775 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0102s; samplesPerSecond = 126061.2
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 0.95883789 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 131224.2
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 1.00102539 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0097s; samplesPerSecond = 131366.9
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 0.94974365 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131236.3
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 1.00477295 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 131071.0
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 1.00310059 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0100s; samplesPerSecond = 127766.2
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 0.95552979 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129679.3
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 0.95198975 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 131174.4
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 1.02590332 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130555.0
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 0.96655273 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129584.8
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 0.96451416 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130841.9
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 0.99005127 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 130652.2
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 1.02091064 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 131101.9
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 1.02172852 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0102s; samplesPerSecond = 124907.3
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 1.00980225 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130875.3
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 1.01760254 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 131257.8
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 1.00219727 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0101s; samplesPerSecond = 126894.7
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 0.99851074 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 129950.6
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 1.01540527 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130306.4
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 0.93823242 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130448.5
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 0.96557617 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0107s; samplesPerSecond = 119246.1
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 0.99305420 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0149s; samplesPerSecond = 86095.0
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 0.98687744 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130515.0
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 1.00153809 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0106s; samplesPerSecond = 121183.4
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 0.98912354 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0111s; samplesPerSecond = 115117.2
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 1.03785400 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130809.8
01/16/2018 22:33:24:  Epoch[10 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 1.04841309 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0099s; samplesPerSecond = 128715.7
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 0.99217529 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0100s; samplesPerSecond = 127416.4
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 0.97729492 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130395.4
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 0.96883545 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0103s; samplesPerSecond = 124857.3
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 1.02095947 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0110s; samplesPerSecond = 116222.1
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 0.98632812 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130557.6
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 1.02243652 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130151.4
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 1.07330322 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 130640.2
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 0.99420166 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0103s; samplesPerSecond = 124541.5
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 0.97226563 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 128736.4
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 0.97414551 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130528.3
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 1.00092773 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 127545.9
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 1.05039062 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 129236.8
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 1.01646729 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129445.9
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 1.00092773 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0102s; samplesPerSecond = 125772.6
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 0.98742676 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0100s; samplesPerSecond = 128311.8
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 0.99012451 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130566.9
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 0.97242432 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130412.6
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 1.07811279 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0099s; samplesPerSecond = 129084.3
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 0.98839111 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130205.7
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 1.01881104 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0101s; samplesPerSecond = 126678.7
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 0.99577637 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130888.7
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 0.97745361 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0099s; samplesPerSecond = 129596.6
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 1.01474609 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0101s; samplesPerSecond = 126815.5
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 1.00191650 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130363.5
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 0.99992676 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 128893.2
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 0.97976074 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 128605.7
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 0.98999023 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130477.8
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 0.94688721 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0101s; samplesPerSecond = 126210.3
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 0.99753418 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130973.1
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 0.96336670 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130561.6
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 1.02972412 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0105s; samplesPerSecond = 122275.1
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 1.00053711 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0100s; samplesPerSecond = 128561.8
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 0.98527832 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 129155.9
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 0.98319092 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 127984.6
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 1.00057373 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130841.9
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 0.95463867 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0174s; samplesPerSecond = 73597.1
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 1.03837891 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0147s; samplesPerSecond = 86863.9
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 0.97052002 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130257.4
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 1.03336182 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0100s; samplesPerSecond = 128590.2
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 0.97388916 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 131131.4
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 1.06437988 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130716.3
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 0.96849365 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0099s; samplesPerSecond = 128775.2
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 0.95378418 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 131044.2
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 0.98103027 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130837.9
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 1.02221680 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 0.96257324 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130920.8
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 0.98244629 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0100s; samplesPerSecond = 127827.4
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 0.99521484 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 131146.2
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 0.97603760 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130891.4
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 1.04438477 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130792.4
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 0.99431152 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0099s; samplesPerSecond = 129941.3
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 1.03813477 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0099s; samplesPerSecond = 129580.9
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 0.96003418 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131006.6
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 0.93845215 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130849.9
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 0.96230469 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 128993.2
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 0.99411621 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0104s; samplesPerSecond = 123496.1
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 0.97973633 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130249.4
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 1.01274414 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0099s; samplesPerSecond = 129518.0
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 0.93361816 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130829.8
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 1.01955566 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130293.2
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 0.99919434 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 131132.8
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 1.02348633 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 131268.6
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 1.01103516 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 131026.7
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 0.99873047 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130912.8
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 0.94951172 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 131154.3
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 1.01845703 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 131107.2
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 0.99790039 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 131201.3
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 1.02963867 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 131118.0
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 0.94260254 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0103s; samplesPerSecond = 124385.4
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 0.98742676 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 131269.9
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 1.00610352 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0101s; samplesPerSecond = 127278.3
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 1.05314941 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0100s; samplesPerSecond = 128430.2
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 1.01586914 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 131010.6
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 0.97966309 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130242.8
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 0.95512695 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 131032.1
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 1.03605957 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0099s; samplesPerSecond = 129097.3
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 0.97524414 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129347.8
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 1.06088867 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0097s; samplesPerSecond = 131322.5
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 1.02255859 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 129684.6
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 1.01379395 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0099s; samplesPerSecond = 128695.0
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 0.96794434 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130753.7
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 1.00490723 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0099s; samplesPerSecond = 129090.8
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 1.01596680 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0100s; samplesPerSecond = 127791.7
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 0.98510742 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 131037.4
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 0.96801758 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130723.0
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 0.99987793 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130714.9
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 0.94340820 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 1.01069336 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0099s; samplesPerSecond = 129537.6
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 1.00014648 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130268.0
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 0.92844238 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 131269.9
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 1.04362793 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 130608.2
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 0.96679688 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0103s; samplesPerSecond = 124796.5
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 1.00534668 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 128014.1
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 1.02419434 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130633.6
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 1.02180176 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130472.5
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 0.98359375 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 131134.1
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 0.98200684 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 129461.6
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 1.06162109 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 131233.6
01/16/2018 22:33:25:  Epoch[10 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 0.98293457 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130590.9
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 1.04121094 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130552.3
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 1.01674805 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 0.98676758 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0101s; samplesPerSecond = 126790.4
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 0.98828125 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 131158.3
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 1.04826660 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 131108.6
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 1.00090332 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0097s; samplesPerSecond = 131375.0
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 0.99875488 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0097s; samplesPerSecond = 131460.0
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 0.99848633 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0099s; samplesPerSecond = 129431.5
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 0.97148437 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 131052.2
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 1.00419922 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130618.9
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 0.99985352 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 130212.3
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 1.00168457 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130218.9
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 0.92395020 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130394.0
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 0.92602539 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0109s; samplesPerSecond = 117237.6
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 0.96923828 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129253.8
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 1.03630371 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130193.8
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 0.98776855 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 131201.3
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 0.95817871 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130592.3
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 0.99914551 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130807.1
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 0.99372559 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 131276.7
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 0.95676270 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130747.0
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 0.99252930 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0102s; samplesPerSecond = 125948.3
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 0.99526367 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0099s; samplesPerSecond = 129552.0
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 0.97370605 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130310.4
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 0.98488770 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130741.7
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 0.98762207 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130544.3
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 1.04909668 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 130872.7
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 0.98613281 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0100s; samplesPerSecond = 128351.7
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 1.01447754 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 131205.3
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 1.00974121 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 130824.5
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 0.98127441 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 131127.4
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 1.02028809 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130281.2
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 1.01250000 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 130945.0
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 1.00341797 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130240.1
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 1.03703613 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0098s; samplesPerSecond = 131002.6
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 0.98676758 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 131003.9
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 0.98757324 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 131068.3
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 0.99934082 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 131142.2
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 1.01716309 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 130572.3
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 0.95886230 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130367.5
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 1.00351562 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 131012.0
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 0.92084961 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130681.6
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 1.00502930 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130504.4
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 0.99975586 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 129413.2
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 0.95285645 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0097s; samplesPerSecond = 131306.3
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 1.00881348 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130868.6
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 1.01145020 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 131159.6
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 0.97121582 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 131251.1
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 1.02731934 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 131136.8
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 1.00861816 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 131069.7
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 1.06350098 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0098s; samplesPerSecond = 130516.4
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 1.05639648 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130601.6
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 0.99785156 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 131200.0
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 0.97016602 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 131081.7
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 0.96252441 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 131049.5
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 0.98759766 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130811.1
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 0.96884766 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130724.3
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 0.99418945 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0099s; samplesPerSecond = 128824.5
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 1.03593750 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 130792.4
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 0.98657227 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130884.7
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 1.05432129 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0098s; samplesPerSecond = 130902.1
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 0.98696289 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130367.5
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 1.02810059 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 130698.9
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 0.99035645 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130083.9
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 0.99150391 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0100s; samplesPerSecond = 128239.8
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 0.93906250 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 129298.2
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 1.00466309 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 131073.7
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 0.95791016 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 131243.0
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 1.00466309 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0100s; samplesPerSecond = 128128.1
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 1.00734863 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130789.7
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 0.98342285 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 129311.2
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 0.99985352 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0100s; samplesPerSecond = 128434.1
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 0.97390137 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130936.9
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 1.01689453 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0100s; samplesPerSecond = 127556.1
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 0.98737793 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130967.7
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 0.99174805 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130660.2
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 0.96169434 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131062.9
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 1.02360840 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 130061.5
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 0.98007813 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 131142.2
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 0.97707520 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130189.8
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 0.94270020 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131144.9
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 1.07092285 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 131249.7
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 0.96660156 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 1.01728516 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130487.1
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 0.96699219 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130052.2
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 0.94511719 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130895.4
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 1.02368164 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0098s; samplesPerSecond = 130967.7
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 1.02070313 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 131182.5
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 0.96682129 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 131049.5
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 0.98825684 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130593.6
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 0.96003418 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131189.2
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 0.98420410 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 131185.2
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 0.99689941 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130589.6
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 1.04096680 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130878.0
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 0.96877441 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 128824.5
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 1.00239258 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 131100.5
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 0.96101074 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 131020.0
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 0.92287598 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130374.1
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 1.00805664 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 130147.4
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 0.96633301 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 131274.0
01/16/2018 22:33:26:  Epoch[10 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 1.00083008 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0098s; samplesPerSecond = 130716.3
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 0.97097168 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 131119.3
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 1.03869629 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0098s; samplesPerSecond = 131244.4
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 1.00861816 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0100s; samplesPerSecond = 127884.9
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 0.94643555 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 131163.7
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 0.94367676 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 131065.6
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 0.97207031 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130993.2
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 1.01203613 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 0.99284668 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130771.0
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 0.95153809 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130959.7
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 0.99479980 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 131087.1
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 1.05249023 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 130354.2
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 0.93464355 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 131179.8
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 0.94604492 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 128652.3
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 0.98208008 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130279.9
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 0.95427246 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129157.2
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 0.94206543 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131166.4
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 1.08635254 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130961.0
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 1.05981445 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0098s; samplesPerSecond = 130744.3
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 1.02314453 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0099s; samplesPerSecond = 128810.2
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 0.98933105 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0100s; samplesPerSecond = 128119.2
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 1.00502930 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 0.96132812 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 131272.6
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 0.97492676 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 131103.2
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 1.04013672 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0102s; samplesPerSecond = 125772.6
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 0.98208008 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0099s; samplesPerSecond = 129922.9
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 1.01328125 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 131119.3
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 0.94724121 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 131038.8
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 1.02912598 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130957.0
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 0.98349609 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130878.0
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 1.01867676 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130677.6
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 1.04506836 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130954.3
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 1.03549805 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0098s; samplesPerSecond = 131038.8
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 0.98020020 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 128447.0
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 1.02624512 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 131212.1
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 0.97924805 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0101s; samplesPerSecond = 127344.2
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 0.95075684 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 131101.9
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 0.98479004 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130892.7
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 0.99978027 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 130664.2
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 1.05085449 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0100s; samplesPerSecond = 128350.4
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 0.94416504 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 131065.6
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 1.02019043 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0099s; samplesPerSecond = 129110.3
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 1.02949219 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 131105.9
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 0.97099609 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0097s; samplesPerSecond = 131352.1
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 0.99929199 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130744.3
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 1.06279297 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0098s; samplesPerSecond = 131271.3
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 0.98803711 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 1.02360840 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0100s; samplesPerSecond = 127501.5
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 1.03320312 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130721.6
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 0.97922363 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130318.4
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 0.97314453 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130859.3
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 0.95061035 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130609.6
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 0.97719727 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 131218.8
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 1.00463867 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 131062.9
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 0.99179688 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0099s; samplesPerSecond = 128744.1
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 0.92033691 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130634.9
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 1.07832031 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 131181.1
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 1.06274414 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0100s; samplesPerSecond = 127936.0
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 1.03486328 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 129179.4
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 1.00424805 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 131151.6
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 0.93657227 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129872.8
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 1.04443359 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 130906.1
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 0.94086914 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130581.6
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 1.00917969 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130911.5
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 1.04472656 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130987.8
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 0.99057617 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 129384.4
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 0.93344727 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0097s; samplesPerSecond = 131352.1
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 1.05883789 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0098s; samplesPerSecond = 130791.1
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 0.99145508 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 0.98901367 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 129118.2
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 1.06899414 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0098s; samplesPerSecond = 130882.0
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 0.96372070 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 131108.6
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 0.99467773 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 131046.8
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 1.00180664 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0097s; samplesPerSecond = 131372.3
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 1.00712891 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 131151.6
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 0.95781250 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131032.1
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 0.98232422 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0099s; samplesPerSecond = 129525.8
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 1.03823242 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130236.2
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 0.95327148 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 131251.1
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 1.04497070 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0101s; samplesPerSecond = 126582.3
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 1.05288086 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 131212.1
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 1.02607422 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 130950.3
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 0.98989258 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130979.8
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 1.00844727 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0097s; samplesPerSecond = 131434.4
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 0.98627930 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 129549.4
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 0.96743164 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 0.97539062 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130898.1
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 0.98085937 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130512.4
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 1.01831055 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 131040.1
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 0.96093750 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130636.2
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 0.96933594 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 127980.8
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 0.97622070 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130723.0
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 1.04921875 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 131228.2
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 1.04536133 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130997.2
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 0.99443359 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 130597.6
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 1.01738281 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0102s; samplesPerSecond = 125747.9
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 1.06132812 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 130973.1
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 1.03408203 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 131076.4
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 0.98554688 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128376.1
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 0.95361328 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 127477.3
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 1.03896484 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 131025.4
01/16/2018 22:33:27:  Epoch[10 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 1.03530273 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130727.0
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 0.95078125 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128162.8
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 1.01240234 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 128561.8
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 1.01064453 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0100s; samplesPerSecond = 128146.1
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 1.01909180 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 131056.2
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 0.97231445 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 129538.9
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 0.96030273 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130767.0
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 1.00312500 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 131064.3
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 1.04843750 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130448.5
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 1.05322266 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 131112.6
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 0.97753906 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130991.9
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 1.01235352 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130817.8
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 0.94199219 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 131007.9
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 0.96757812 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130922.2
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 1.00629883 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 127375.9
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 0.99702148 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0102s; samplesPerSecond = 125911.1
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 1.03837891 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130971.7
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 1.02407227 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 130688.3
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 1.00966797 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130352.9
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 0.97602539 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0101s; samplesPerSecond = 127021.9
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 1.01850586 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 131073.7
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 1.04887695 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0098s; samplesPerSecond = 131237.6
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 1.00092773 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 129080.4
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 1.02182617 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 131156.9
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 0.99580078 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130955.7
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 0.97080078 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0099s; samplesPerSecond = 129474.7
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 1.02900391 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0099s; samplesPerSecond = 129793.7
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 1.05747070 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 130848.6
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 1.01953125 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0099s; samplesPerSecond = 129127.3
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 1.02324219 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130891.4
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 1.01220703 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0097s; samplesPerSecond = 131398.0
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 0.95258789 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 131130.1
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 0.98193359 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 131146.2
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 0.95419922 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 127525.6
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 0.97456055 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0097s; samplesPerSecond = 131419.5
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 1.06494141 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130560.3
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 0.99116211 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130902.1
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 0.94091797 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0097s; samplesPerSecond = 131313.0
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 1.04106445 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0098s; samplesPerSecond = 130414.0
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 1.01469727 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0099s; samplesPerSecond = 128899.7
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 0.99404297 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0097s; samplesPerSecond = 131340.0
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 1.02978516 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 129099.9
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 0.97539062 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0102s; samplesPerSecond = 125500.0
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 1.05415039 * 1280; EvalClassificationError = 0.35390625 * 1280; time = 0.0098s; samplesPerSecond = 131225.5
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 0.97211914 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129371.3
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 0.98227539 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 131228.2
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 0.99658203 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 131002.6
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 1.03344727 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0099s; samplesPerSecond = 129025.8
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 1.04189453 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 1.03603516 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 130916.8
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 1.04633789 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0098s; samplesPerSecond = 130751.0
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 1.08325195 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0097s; samplesPerSecond = 131377.7
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 1.04438477 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 131012.0
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 0.99663086 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 131124.7
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 0.98432617 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0097s; samplesPerSecond = 131545.1
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 0.97465820 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 128271.9
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 1.00581055 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 131201.3
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 0.98881836 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130628.2
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 1.02709961 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0100s; samplesPerSecond = 127629.9
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 1.07338867 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0098s; samplesPerSecond = 130855.3
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 0.99169922 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 131080.4
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 1.00468750 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130895.4
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 1.01596680 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 131173.1
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 1.02827148 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 131119.3
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 0.99819336 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 131077.7
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 0.98383789 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130979.8
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 0.95322266 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130887.4
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 0.97797852 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130912.8
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 1.01240234 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0098s; samplesPerSecond = 131091.1
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 0.92944336 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130902.1
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 1.03295898 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 131093.8
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 1.00932617 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 131036.1
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 0.96997070 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130989.2
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 1.06284180 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 130936.9
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 0.99350586 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0099s; samplesPerSecond = 128693.7
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 1.00131836 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131120.7
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 0.99418945 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 131127.4
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 1.03208008 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0101s; samplesPerSecond = 127205.0
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 0.98305664 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130879.3
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 1.00307617 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0101s; samplesPerSecond = 127235.3
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 1.02592773 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 131062.9
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 1.01684570 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 131239.0
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 0.95498047 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131109.9
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 1.04882812 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 129392.3
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 0.98598633 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130833.9
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 1.01381836 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 130000.7
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 0.99941406 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130986.5
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 0.96040039 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0098s; samplesPerSecond = 131077.7
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 1.03466797 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 131025.4
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 0.98574219 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 131085.8
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 0.95913086 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130772.4
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 1.01064453 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 131197.3
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 1.01440430 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130658.9
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 1.02075195 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130859.3
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 1.00009766 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 131208.0
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 1.00571289 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0101s; samplesPerSecond = 126657.4
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 0.94096680 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130860.6
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 0.98481445 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131198.6
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 0.96035156 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0097s; samplesPerSecond = 131338.6
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 1.01464844 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0100s; samplesPerSecond = 128183.3
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 0.95351562 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 131034.8
01/16/2018 22:33:28:  Epoch[10 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 1.00312500 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130987.8
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 0.95166016 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130795.1
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 1.04755859 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 0.99462891 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 129658.3
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 1.01196289 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0097s; samplesPerSecond = 131402.0
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 1.00717773 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130468.5
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 0.98969727 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 131220.1
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 0.96210938 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 131232.3
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 1.03071289 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0100s; samplesPerSecond = 127680.8
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 0.97548828 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130529.7
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 0.93647461 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 131187.9
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 0.96591797 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130512.4
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 0.97255859 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 131263.2
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 0.96328125 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131236.3
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 1.05883789 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 131091.1
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 0.95795898 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129754.3
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 1.01298828 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 131229.6
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 1.04912109 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 130890.1
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 0.91464844 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130523.0
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 1.01245117 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0099s; samplesPerSecond = 129462.9
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 1.02568359 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 131158.3
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 0.99902344 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 131032.1
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 0.96997070 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 131183.8
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 1.01909180 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130864.6
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 0.97416992 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130784.4
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 1.00649414 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 131255.1
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 0.95732422 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 131131.4
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 0.97045898 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 131189.2
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 0.98881836 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0101s; samplesPerSecond = 126561.0
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 1.01787109 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130764.4
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 1.01987305 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0099s; samplesPerSecond = 129781.9
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 0.98032227 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130855.3
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 1.03383789 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 130624.2
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 0.99248047 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129306.0
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 0.92709961 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130840.5
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 0.98178711 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 129579.6
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 1.04277344 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 130275.9
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 0.99033203 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 131001.2
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 0.99414062 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 130407.3
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 1.07065430 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 131268.6
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 1.03115234 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 131224.2
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 1.00405273 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 131085.8
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 1.04956055 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0098s; samplesPerSecond = 131081.7
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 1.04399414 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130851.2
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 0.99760742 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0100s; samplesPerSecond = 128211.5
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 0.94497070 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130712.3
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 0.98393555 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 131144.9
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 0.94521484 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130658.9
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 1.03974609 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130745.7
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 1.02753906 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 130281.2
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 0.96772461 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130311.7
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 0.94931641 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 131230.9
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 1.02207031 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130692.3
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 0.98471680 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130471.1
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 1.03847656 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 131143.5
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 1.02041016 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 130672.2
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 1.00151367 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 130741.7
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 0.97895508 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131021.4
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 1.02641602 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128604.4
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 1.08715820 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 130172.6
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 1.04829102 * 1280; EvalClassificationError = 0.37031250 * 1280; time = 0.0098s; samplesPerSecond = 130539.0
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 1.06782227 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 130531.0
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 0.97519531 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130142.1
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 0.98261719 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0123s; samplesPerSecond = 104458.2
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 0.98579102 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0100s; samplesPerSecond = 128347.8
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 1.01088867 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 130785.7
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 0.98144531 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0108s; samplesPerSecond = 118840.9
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 0.98720703 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 131232.3
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 0.98652344 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0099s; samplesPerSecond = 129495.7
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 0.98496094 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0099s; samplesPerSecond = 129584.8
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 0.98564453 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 131099.2
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 1.00791016 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130577.6
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 0.98750000 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 129106.4
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 1.00092773 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 131213.4
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 0.98906250 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129709.6
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 0.95820313 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129871.4
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 1.03310547 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130191.1
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 0.96645508 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130441.9
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 1.02294922 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0100s; samplesPerSecond = 128376.1
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 1.03344727 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0101s; samplesPerSecond = 127042.1
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 0.97055664 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0101s; samplesPerSecond = 126977.8
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 0.97138672 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130347.6
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 0.97758789 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 128467.6
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 0.97148437 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 128202.6
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 0.97895508 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 131163.7
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 1.02319336 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130871.3
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 0.97490234 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130823.2
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 1.05366211 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0098s; samplesPerSecond = 130928.9
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 1.08627930 * 1280; EvalClassificationError = 0.35625000 * 1280; time = 0.0098s; samplesPerSecond = 131081.7
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 1.04052734 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0098s; samplesPerSecond = 130313.1
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 1.02656250 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0097s; samplesPerSecond = 131282.1
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 0.93706055 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0097s; samplesPerSecond = 131451.9
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 0.99863281 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131012.0
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 1.02460938 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 131220.1
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 1.05380859 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0099s; samplesPerSecond = 129084.3
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 1.07675781 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0098s; samplesPerSecond = 130645.6
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 0.97739258 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0100s; samplesPerSecond = 127640.1
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 0.99018555 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 128691.1
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 1.02153320 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0102s; samplesPerSecond = 125398.0
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 1.04218750 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0101s; samplesPerSecond = 126134.5
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 0.96118164 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128456.0
01/16/2018 22:33:29:  Epoch[10 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 0.96816406 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130367.5
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 0.91616211 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130678.9
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 0.98457031 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130057.5
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 1.00942383 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0099s; samplesPerSecond = 129680.7
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 0.96035156 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129129.9
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 0.98540039 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0097s; samplesPerSecond = 131290.1
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 0.99633789 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 131009.3
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 1.01503906 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0100s; samplesPerSecond = 127584.1
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 1.04697266 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 131013.3
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 1.01713867 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0099s; samplesPerSecond = 129287.7
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 1.00327148 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0100s; samplesPerSecond = 128529.5
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 1.01787109 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0099s; samplesPerSecond = 129839.8
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 0.94931641 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130485.8
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 0.97309570 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129242.0
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 1.02187500 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0102s; samplesPerSecond = 125498.8
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 1.04726563 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0100s; samplesPerSecond = 127464.6
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 1.05268555 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 130535.0
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 0.99721680 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0099s; samplesPerSecond = 128920.5
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 0.98383789 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0101s; samplesPerSecond = 126657.4
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 0.97568359 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 131181.1
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 1.01015625 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 131056.2
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 0.97187500 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130313.1
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 1.01533203 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 131226.9
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 0.96616211 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 127937.3
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 1.03071289 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0098s; samplesPerSecond = 131052.2
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 0.99858398 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128311.8
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 1.01914062 * 1280; EvalClassificationError = 0.35468750 * 1280; time = 0.0098s; samplesPerSecond = 130449.8
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 0.98486328 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129579.6
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 1.01137695 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130181.8
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 0.95654297 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129445.9
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 1.02827148 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 131042.8
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 0.96953125 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130590.9
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 0.99912109 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 128144.8
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 0.97207031 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130598.9
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 1.02163086 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130578.9
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 0.98286133 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130512.4
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 1.08208008 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0100s; samplesPerSecond = 127817.2
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 0.98125000 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 130670.9
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 0.97070312 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0097s; samplesPerSecond = 131373.7
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 1.04985352 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0099s; samplesPerSecond = 128781.7
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 0.94770508 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 131068.3
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 1.01684570 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130974.4
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 1.00229492 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 127575.2
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 1.06035156 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0100s; samplesPerSecond = 127432.9
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 1.00507813 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 131122.0
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 0.99575195 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130716.3
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 0.96772461 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 131003.9
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 1.03842773 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0100s; samplesPerSecond = 128048.7
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 1.04091797 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0100s; samplesPerSecond = 127559.9
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 1.07773437 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0098s; samplesPerSecond = 131158.3
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 0.99707031 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130368.8
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 1.01811523 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 130716.3
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 0.98188477 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 131218.8
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 1.05288086 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0101s; samplesPerSecond = 126994.2
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 1.00405273 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 129965.1
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 1.00102539 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130685.6
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 1.01528320 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130803.1
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 1.00317383 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 130874.0
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 0.98901367 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0101s; samplesPerSecond = 126219.0
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 0.97666016 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 129838.5
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 0.96967773 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 131276.7
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 0.97451172 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0103s; samplesPerSecond = 124815.9
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 1.06040039 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0100s; samplesPerSecond = 127953.9
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 0.97563477 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0097s; samplesPerSecond = 131424.9
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 0.97260742 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0099s; samplesPerSecond = 128723.4
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 0.95498047 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 131122.0
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 0.96757812 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131030.7
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 0.99819336 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 128770.0
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 1.01074219 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130652.2
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 1.04208984 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0099s; samplesPerSecond = 128953.0
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 0.97729492 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130110.4
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 0.98100586 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130763.0
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 1.00859375 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0099s; samplesPerSecond = 129415.8
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 0.99389648 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0099s; samplesPerSecond = 128653.6
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 1.01606445 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0098s; samplesPerSecond = 131092.5
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 1.04428711 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0099s; samplesPerSecond = 128724.7
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 1.04316406 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 130669.6
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 1.03891602 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 1.09672852 * 1280; EvalClassificationError = 0.36718750 * 1280; time = 0.0100s; samplesPerSecond = 128315.7
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 1.02202148 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0097s; samplesPerSecond = 131511.4
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 1.00444336 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 128206.4
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 0.99492187 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130661.6
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 0.99111328 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 131095.2
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 1.04213867 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0099s; samplesPerSecond = 128696.2
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 1.02329102 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0097s; samplesPerSecond = 131364.2
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 1.02480469 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 131003.9
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 0.95478516 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 128356.8
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 0.92597656 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0097s; samplesPerSecond = 131371.0
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 1.05571289 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0099s; samplesPerSecond = 129153.3
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 1.01137695 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 128855.6
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 0.98920898 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0097s; samplesPerSecond = 131434.4
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 0.94262695 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 131214.8
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 1.01591797 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0099s; samplesPerSecond = 129351.7
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 0.94741211 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 0.99511719 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0099s; samplesPerSecond = 128803.7
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 1.03789062 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0098s; samplesPerSecond = 130410.0
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 0.98432617 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129099.9
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 1.00864258 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130358.2
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 1.01171875 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0101s; samplesPerSecond = 126361.1
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 1.02539062 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 131099.2
01/16/2018 22:33:30:  Epoch[10 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 1.05634766 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 130566.9
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 1.01015625 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 131147.5
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 1.05400391 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 130135.5
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 1.01640625 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 128536.0
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 0.95351562 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0097s; samplesPerSecond = 131311.7
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 0.99462891 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 131013.3
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 1.03002930 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0100s; samplesPerSecond = 128523.1
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 1.03920898 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 131138.1
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 1.04296875 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0100s; samplesPerSecond = 128524.4
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 1.02534180 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0099s; samplesPerSecond = 128749.3
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 1.06064453 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 131058.9
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 0.99594727 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 129480.0
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 0.96181641 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 131173.1
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 0.97519531 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130749.7
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 0.96401367 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127924.5
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 1.00014648 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0097s; samplesPerSecond = 131441.1
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 0.95390625 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0100s; samplesPerSecond = 127426.6
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 1.00346680 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 129519.3
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 0.98618164 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 131220.1
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 0.99628906 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0099s; samplesPerSecond = 129021.9
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 1.00107422 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0097s; samplesPerSecond = 131344.0
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 0.95883789 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130833.9
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 0.99780273 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0100s; samplesPerSecond = 128405.8
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 1.08896484 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0098s; samplesPerSecond = 131083.1
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 1.01166992 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0101s; samplesPerSecond = 127170.8
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 0.97250977 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 129875.4
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 1.04497070 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 130431.2
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 1.00131836 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0101s; samplesPerSecond = 126875.9
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 1.03691406 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0101s; samplesPerSecond = 126651.2
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 1.04707031 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0097s; samplesPerSecond = 131449.2
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 1.03911133 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0099s; samplesPerSecond = 129272.0
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 1.00126953 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 131171.7
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 0.97060547 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 131130.1
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 1.02460938 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0100s; samplesPerSecond = 127937.3
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 1.02084961 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130919.5
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 1.03471680 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130338.3
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 0.97031250 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 127833.8
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 0.93496094 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130954.3
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 0.96401367 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130437.9
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 1.01958008 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0100s; samplesPerSecond = 127950.1
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 1.00625000 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 131189.2
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 1.02163086 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0100s; samplesPerSecond = 127870.9
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 1.00322266 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0100s; samplesPerSecond = 128230.8
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 1.01137695 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 131167.7
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 0.92026367 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 128751.9
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 0.98413086 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130896.7
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 0.92729492 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128257.8
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 1.04365234 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0100s; samplesPerSecond = 127685.9
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 1.02138672 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130613.6
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 1.00346680 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0100s; samplesPerSecond = 128475.4
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 1.09838867 * 1280; EvalClassificationError = 0.36093750 * 1280; time = 0.0098s; samplesPerSecond = 130812.5
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 1.05058594 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 131088.4
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 1.00166016 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0100s; samplesPerSecond = 127833.8
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 0.97856445 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 127464.6
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 0.93271484 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 131044.2
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 1.01899414 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0099s; samplesPerSecond = 129242.0
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 1.00058594 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130612.2
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 1.01464844 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0100s; samplesPerSecond = 127696.1
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 0.97915039 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 127918.1
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 1.06752930 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 131150.2
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 1.02587891 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0099s; samplesPerSecond = 129259.0
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 0.94462891 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 129187.2
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 1.00644531 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 131115.3
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 0.99951172 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 130943.6
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 1.01455078 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 128458.6
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 0.96582031 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 131114.0
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 0.98925781 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130669.6
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 1.00000000 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 131170.4
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 1.01699219 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0099s; samplesPerSecond = 128701.4
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 0.97880859 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127581.5
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 1.01962891 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130817.8
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 0.99472656 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130495.1
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 0.97558594 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130523.0
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 0.99072266 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130928.9
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 1.02695312 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0101s; samplesPerSecond = 126444.7
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 0.98535156 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130813.8
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 0.96337891 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 131205.3
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 0.96005859 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130372.8
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 0.97626953 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130745.7
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 0.98085937 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0100s; samplesPerSecond = 127573.9
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 0.99609375 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 128807.6
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 1.01123047 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 131131.4
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 0.98603516 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130453.8
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 0.97822266 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128635.5
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 1.03642578 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130785.7
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 0.96269531 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0101s; samplesPerSecond = 126614.8
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 1.00927734 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130602.9
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 1.03564453 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 131053.5
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 1.01806641 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130497.7
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 1.01875000 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 131177.1
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 0.97705078 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129891.2
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 1.00898438 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0097s; samplesPerSecond = 131323.8
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 0.99492187 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 131040.1
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 0.98300781 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0097s; samplesPerSecond = 131302.3
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 0.97646484 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0102s; samplesPerSecond = 125976.8
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 0.98681641 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 131150.2
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 1.01376953 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0099s; samplesPerSecond = 129887.3
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 1.00888672 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0100s; samplesPerSecond = 127909.2
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 0.97158203 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130213.6
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 0.92900391 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 128456.0
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 0.95654297 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130541.6
01/16/2018 22:33:31:  Epoch[10 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 0.97666016 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 131013.3
01/16/2018 22:33:32:  Epoch[10 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 1.04472656 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 131009.3
01/16/2018 22:33:32:  Epoch[10 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 0.93017578 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0097s; samplesPerSecond = 131562.7
01/16/2018 22:33:32:  Epoch[10 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 0.95791016 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0101s; samplesPerSecond = 126653.7
01/16/2018 22:33:32:  Epoch[10 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 1.03164063 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 130825.8
01/16/2018 22:33:32:  Epoch[10 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 0.96181641 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 131260.5
01/16/2018 22:33:32:  Epoch[10 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 1.01298828 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0098s; samplesPerSecond = 130317.0
01/16/2018 22:33:32:  Epoch[10 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 1.00761719 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 131030.7
01/16/2018 22:33:32:  Epoch[10 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 1.01093750 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130876.7
01/16/2018 22:33:32:  Epoch[10 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 1.05224609 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0099s; samplesPerSecond = 129097.3
01/16/2018 22:33:32:  Epoch[10 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 1.00830078 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130812.5
01/16/2018 22:33:32:  Epoch[10 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 1.06318359 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 131029.4
01/16/2018 22:33:32:  Epoch[10 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 0.96689453 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129253.8
01/16/2018 22:33:32:  Epoch[10 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 1.05351562 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:33:32:  Epoch[10 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 0.99960938 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0100s; samplesPerSecond = 128270.7
01/16/2018 22:33:32:  Epoch[10 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 1.00712891 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130688.3
01/16/2018 22:33:32:  Epoch[10 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 0.91337891 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131222.8
01/16/2018 22:33:32: Finished Epoch[10 of 25]: [Training] CrossEntropyWithSoftmax = 0.99800980 * 1124823; EvalClassificationError = 0.32500402 * 1124823; totalSamplesSeen = 11248230; learningRatePerSample = 0.001953125; epochTime=8.90618s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:33:32: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.24885619 * 122487; perplexity = 3.48635296; EvalClassificationError = 0.39372342 * 122487
01/16/2018 22:33:32: Finished Epoch[10 of 25]: [Validate] CrossEntropyWithSoftmax = 1.24885619 * 122487; EvalClassificationError = 0.39372342 * 122487
01/16/2018 22:33:32: SGD: Saving checkpoint model '/tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.10'

01/16/2018 22:33:32: Starting Epoch 11: learning rate per sample = 0.001953  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 10: frames [11248230..12373053] (first utterance at frame 11248230), data subset 0 of 1, with 1 datapasses

01/16/2018 22:33:32: Starting minibatch loop.
01/16/2018 22:33:32:  Epoch[11 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 0.96898918 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0102s; samplesPerSecond = 124967.0
01/16/2018 22:33:32:  Epoch[11 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 0.92375870 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130907.5
01/16/2018 22:33:32:  Epoch[11 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 0.98165951 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130866.0
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 0.98712444 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130621.6
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 1.00208473 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0099s; samplesPerSecond = 129070.0
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 0.97883492 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0103s; samplesPerSecond = 124238.1
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 0.90119247 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 129980.9
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 1.00399170 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130868.6
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 0.97445755 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 129845.1
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 0.97711487 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0101s; samplesPerSecond = 127259.4
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 0.97070618 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130908.8
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 0.97262192 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0099s; samplesPerSecond = 129920.2
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 0.99606705 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0097s; samplesPerSecond = 131282.1
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 1.04539948 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0099s; samplesPerSecond = 128714.4
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 0.93403168 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129159.9
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 0.98887939 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 131012.0
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 0.96085968 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128155.1
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 0.97376862 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129759.5
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 1.01352234 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0098s; samplesPerSecond = 130935.6
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 0.90782013 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129308.6
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 0.98543549 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 128574.7
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 0.93049164 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130809.8
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 0.95095673 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130616.2
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 0.91253815 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131175.8
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 0.96133270 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130033.7
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 1.00302582 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0101s; samplesPerSecond = 126416.0
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 1.03355103 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 131054.9
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 0.92207947 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130301.1
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 0.97811584 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130375.4
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 1.04450073 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 0.98421936 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0102s; samplesPerSecond = 125147.9
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 0.99154358 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130874.0
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 0.95027771 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130998.6
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 0.95350647 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130654.9
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 1.02290039 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130706.9
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 0.99226074 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130525.7
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 0.96579590 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0099s; samplesPerSecond = 129806.9
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 0.95360107 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 131085.8
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 0.95712891 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0101s; samplesPerSecond = 126498.5
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 1.03067627 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130990.5
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 0.96376343 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 131209.4
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 0.96733398 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0100s; samplesPerSecond = 128432.8
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 0.93996277 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 131217.5
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 0.99435425 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 131024.0
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 0.99095154 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130541.6
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 1.01660767 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130696.3
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 1.00392456 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0098s; samplesPerSecond = 130229.5
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 1.02554932 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 131226.9
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 0.99454956 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 131101.9
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 1.00374756 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130362.2
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 0.95221252 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128519.2
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 0.96915894 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 131006.6
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 0.97114563 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128289.9
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 1.00422974 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0099s; samplesPerSecond = 128877.7
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 0.95921021 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130731.0
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 0.95894165 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129090.8
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 0.91032715 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 131083.1
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 0.93167725 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128083.3
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 0.95499878 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129799.0
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 0.91472168 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130614.9
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 1.01732178 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0100s; samplesPerSecond = 128569.6
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 1.02299194 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0099s; samplesPerSecond = 129014.1
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 1.01203003 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 0.94511108 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130561.6
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 1.01984253 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0099s; samplesPerSecond = 129051.8
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 0.94873657 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130991.9
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 1.00820313 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130800.4
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 1.01343994 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 131095.2
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 1.00739136 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0099s; samplesPerSecond = 129120.8
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 1.01453247 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129616.3
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 0.98800049 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 131088.4
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 0.98666992 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 128461.2
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 0.93605957 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130596.3
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 1.00036621 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130859.3
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 0.96289062 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129473.4
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 0.93605347 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0097s; samplesPerSecond = 131303.6
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 1.03215942 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0101s; samplesPerSecond = 126293.8
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 0.96944580 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 131071.0
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 0.99423218 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 131175.8
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 0.97303467 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0100s; samplesPerSecond = 127879.8
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 0.97921143 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0101s; samplesPerSecond = 127114.0
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 1.04654541 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130827.2
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 0.95958252 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130436.6
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 0.98182983 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130706.9
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 0.98109131 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130914.1
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 0.95357666 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127383.5
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 0.97717285 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 131060.3
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 0.97490845 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0099s; samplesPerSecond = 129924.2
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 0.97891235 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 130218.9
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 0.93450317 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 131134.1
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 0.94592285 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 127980.8
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 0.96961670 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0101s; samplesPerSecond = 127124.1
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 0.99439697 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 129281.2
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 1.06915283 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0099s; samplesPerSecond = 128882.8
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 0.93886719 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130387.4
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 1.01042480 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 131045.5
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 1.01832275 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0101s; samplesPerSecond = 127044.6
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 0.99981689 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 131060.3
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 0.92051392 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130696.3
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 0.94663086 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 128893.2
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 0.96469727 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130629.6
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 0.99368896 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 128786.9
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 0.94094849 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130637.6
01/16/2018 22:33:33:  Epoch[11 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 0.95836182 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0097s; samplesPerSecond = 131325.2
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 0.93148804 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129574.3
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 0.98975830 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130176.6
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 0.98205566 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130841.9
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 1.01907959 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130678.9
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 0.97855225 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131191.9
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 0.99145508 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 127734.3
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 0.94354248 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 128328.5
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 0.97322998 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 131007.9
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 0.97900391 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 127901.5
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 0.96712646 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0100s; samplesPerSecond = 128556.7
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 1.01058350 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130789.7
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 0.93823242 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130152.7
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 1.00817871 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0102s; samplesPerSecond = 125468.1
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 0.94393311 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130690.9
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 0.96125488 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 127707.5
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 0.97495117 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 0.97109375 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130855.3
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 0.99788818 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0100s; samplesPerSecond = 127407.6
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 0.98345947 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130942.3
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 0.95000000 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130069.4
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 1.00142822 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 128625.1
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 0.95275879 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130991.9
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 1.04138184 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0103s; samplesPerSecond = 124468.8
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 0.93320313 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129822.7
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 0.95697021 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130859.3
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 1.00804443 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 128825.8
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 1.01174316 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129760.9
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 1.01297607 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 131135.4
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 0.96947021 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130957.0
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 1.01470947 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 131165.0
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 0.91123047 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130963.7
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 0.97479248 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0100s; samplesPerSecond = 128472.8
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 1.05364990 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130951.7
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 0.96284180 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130449.8
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 0.96508789 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0104s; samplesPerSecond = 122520.9
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 0.95891113 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130955.7
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 1.02806396 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0100s; samplesPerSecond = 128386.4
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 0.96795654 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0101s; samplesPerSecond = 126190.4
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 1.02038574 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130642.9
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 1.00050049 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129625.5
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 0.98574219 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130785.7
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 1.01452637 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130097.2
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 0.97432861 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0101s; samplesPerSecond = 127266.9
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 0.97071533 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130997.2
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 1.00327148 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0100s; samplesPerSecond = 128448.3
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 1.03470459 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0152s; samplesPerSecond = 84250.4
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 0.97421875 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0101s; samplesPerSecond = 127015.6
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 0.93902588 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130676.2
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 0.94671631 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 128960.8
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 0.97456055 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130318.4
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 0.97451172 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130596.3
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 0.94941406 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128492.1
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 0.96007080 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130475.1
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 0.99161377 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0099s; samplesPerSecond = 128907.5
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 0.95899658 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130515.0
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 0.93637695 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130528.3
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 0.99066162 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 127490.0
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 1.02010498 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0100s; samplesPerSecond = 128557.9
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 0.93803711 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130557.6
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 0.93218994 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130354.2
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 1.00246582 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130384.7
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 0.94606934 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130771.0
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 0.98210449 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0101s; samplesPerSecond = 126206.6
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 0.95212402 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130776.4
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 1.00563965 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0102s; samplesPerSecond = 125749.1
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 0.92187500 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129800.3
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 1.00958252 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130895.4
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 1.00989990 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0101s; samplesPerSecond = 126258.9
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 0.99259033 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0099s; samplesPerSecond = 129876.7
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 0.99459229 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130866.0
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 1.00617676 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129209.4
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 0.98029785 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0101s; samplesPerSecond = 127320.1
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 0.96446533 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130576.3
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 0.96190186 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 129092.1
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 1.02703857 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0098s; samplesPerSecond = 130608.2
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 0.97563477 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129628.1
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 1.01093750 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0101s; samplesPerSecond = 126673.7
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 1.01152344 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 130727.0
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 0.98548584 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 128517.9
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 0.95695801 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129396.2
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 1.05450439 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130105.1
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 0.97465820 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 128808.9
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 0.98295898 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130515.0
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 0.91860352 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 128912.7
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 1.05025635 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0099s; samplesPerSecond = 129469.5
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 1.00413818 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0099s; samplesPerSecond = 129363.5
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 1.04031982 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 1.02838135 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130626.9
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 1.00673828 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130196.4
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 0.95025635 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 128187.2
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 0.98886719 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0100s; samplesPerSecond = 128338.8
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 1.02585449 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130057.5
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 0.98833008 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0100s; samplesPerSecond = 127734.3
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 0.98746338 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0099s; samplesPerSecond = 129239.4
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 1.02749023 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0098s; samplesPerSecond = 130557.6
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 0.98215332 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 127553.6
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 0.95419922 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 127754.7
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 0.97465820 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130652.2
01/16/2018 22:33:34:  Epoch[11 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 0.98153076 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 128914.0
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 1.01682129 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130642.9
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 0.96955566 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 127478.6
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 1.01660156 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0099s; samplesPerSecond = 128824.5
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 0.97003174 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130605.6
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 0.96054688 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 127650.2
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 0.99807129 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0099s; samplesPerSecond = 128798.6
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 0.99614258 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130258.7
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 0.99714355 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0100s; samplesPerSecond = 127698.6
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 0.99570313 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0100s; samplesPerSecond = 127819.8
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 1.02094727 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 130740.3
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 0.98830566 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129157.2
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 0.95688477 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130429.9
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 0.98635254 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130318.4
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 0.99519043 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0101s; samplesPerSecond = 126736.4
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 0.95227051 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130748.3
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 0.98647461 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130189.8
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 1.00231934 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 129753.0
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 0.96767578 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130601.6
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 1.03276367 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0101s; samplesPerSecond = 126471.0
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 0.95983887 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 128788.2
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 0.95217285 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130839.2
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 0.97814941 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0099s; samplesPerSecond = 129818.8
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 0.95808105 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0101s; samplesPerSecond = 127242.9
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 1.04855957 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130713.6
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 0.97497559 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0099s; samplesPerSecond = 129443.3
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 0.95739746 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 0.99047852 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0099s; samplesPerSecond = 129001.0
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 1.00117188 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0102s; samplesPerSecond = 125191.9
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 1.01599121 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130451.2
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 1.01254883 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130207.0
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 0.94282227 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129737.2
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 0.97446289 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130626.9
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 0.94711914 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0102s; samplesPerSecond = 125978.1
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 0.96789551 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130109.1
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 0.96232910 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130975.8
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 0.95712891 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129851.7
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 1.05603027 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0099s; samplesPerSecond = 129670.2
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 1.01596680 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0101s; samplesPerSecond = 126607.3
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 0.92797852 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0101s; samplesPerSecond = 126344.9
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 0.93447266 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130628.2
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 0.93059082 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 128828.4
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 1.02365723 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130330.3
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 0.99047852 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130662.9
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 1.02104492 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0102s; samplesPerSecond = 125689.8
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 1.01892090 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0100s; samplesPerSecond = 127745.8
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 0.92653809 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130805.8
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 1.04184570 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0102s; samplesPerSecond = 125834.4
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 1.05095215 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0102s; samplesPerSecond = 125389.4
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 1.01000977 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130241.5
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 0.95761719 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 129955.8
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 1.01096191 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 130102.5
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 0.96901855 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0100s; samplesPerSecond = 127453.2
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 0.96008301 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0103s; samplesPerSecond = 124309.3
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 0.97082520 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130443.2
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 0.95112305 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 128652.3
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 1.02250977 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 129992.8
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 1.09953613 * 1280; EvalClassificationError = 0.35078125 * 1280; time = 0.0098s; samplesPerSecond = 130539.0
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 1.01572266 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0102s; samplesPerSecond = 125442.2
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 1.00092773 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0183s; samplesPerSecond = 70003.5
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 0.92111816 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127518.0
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 1.02590332 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130744.3
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 1.02121582 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0116s; samplesPerSecond = 110542.1
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 1.00590820 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0101s; samplesPerSecond = 126312.5
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 1.05783691 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130384.7
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 0.95214844 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 127552.3
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 1.02604980 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0100s; samplesPerSecond = 128614.8
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 0.96940918 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130617.6
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 0.98876953 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0103s; samplesPerSecond = 124607.0
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 0.98896484 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129828.0
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 1.01606445 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 130617.6
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 0.93559570 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 128318.2
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 0.96184082 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0103s; samplesPerSecond = 124664.0
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 0.95959473 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130487.1
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 0.95170898 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 128561.8
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 1.01362305 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0101s; samplesPerSecond = 127216.3
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 1.00246582 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129860.9
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 0.94677734 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 128661.3
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 1.01127930 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130661.6
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 0.95263672 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127856.8
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 0.92280273 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130618.9
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 1.01557617 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130624.2
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 0.90720215 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128153.8
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 1.00905762 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0099s; samplesPerSecond = 128838.7
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 0.94326172 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 128598.0
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 0.95529785 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130004.7
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 1.01508789 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0099s; samplesPerSecond = 129680.7
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 1.02182617 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130664.2
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 1.02365723 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0101s; samplesPerSecond = 126662.4
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 0.93527832 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130577.6
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 0.96828613 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130115.7
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 0.97604980 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 129081.7
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 1.00185547 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130836.5
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 0.91938477 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 126427.2
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 1.00517578 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130771.0
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 0.99350586 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130843.2
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 1.00246582 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130095.8
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 0.98837891 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 127720.3
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 0.98757324 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130970.4
01/16/2018 22:33:35:  Epoch[11 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 0.91345215 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129050.5
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 0.94726562 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 128914.0
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 0.98774414 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130803.1
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 0.93354492 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 127613.3
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 0.98222656 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130648.2
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 0.96960449 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130500.4
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 0.99230957 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 129137.7
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 0.96943359 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130512.4
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 0.97773438 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 127671.9
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 1.00993652 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 127441.8
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 1.00981445 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130633.6
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 0.99399414 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0099s; samplesPerSecond = 129938.7
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 0.91862793 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130541.6
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 0.98205566 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130364.8
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 0.96098633 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0101s; samplesPerSecond = 126718.9
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 0.93781738 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129350.4
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 1.03835449 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0099s; samplesPerSecond = 129184.6
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 0.98366699 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 128363.3
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 1.04829102 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 130628.2
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 0.98347168 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 127997.4
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 1.03955078 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0099s; samplesPerSecond = 129649.1
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 0.99165039 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 129973.0
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 0.99169922 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0100s; samplesPerSecond = 127991.0
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 1.00935059 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0102s; samplesPerSecond = 125886.4
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 1.02724609 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 130568.3
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 1.02033691 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0100s; samplesPerSecond = 127951.4
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 1.01411133 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130684.3
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 1.00998535 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0100s; samplesPerSecond = 127449.4
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 0.89343262 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 127329.0
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 0.94157715 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130784.4
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 0.97150879 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129481.3
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 0.96044922 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129825.3
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 0.95090332 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130811.1
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 0.95090332 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0102s; samplesPerSecond = 125926.0
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 0.92802734 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0101s; samplesPerSecond = 126319.9
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 0.95959473 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130737.6
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 1.00734863 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0099s; samplesPerSecond = 129574.3
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 0.99145508 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0099s; samplesPerSecond = 129885.9
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 0.98132324 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130504.4
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 0.99675293 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0103s; samplesPerSecond = 124870.7
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 0.98515625 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129516.6
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 0.97546387 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0100s; samplesPerSecond = 127824.9
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 1.02482910 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0099s; samplesPerSecond = 129257.7
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 0.99208984 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130532.3
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 1.01372070 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0103s; samplesPerSecond = 124862.2
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 1.00078125 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 128187.2
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 0.89399414 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130712.3
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 1.03400879 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0099s; samplesPerSecond = 128803.7
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 0.97041016 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0102s; samplesPerSecond = 126098.4
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 0.99150391 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130777.7
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 1.00256348 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130516.4
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 1.00886230 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130704.3
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 1.01879883 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 130625.6
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 0.98898926 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 128218.0
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 1.01142578 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 130520.3
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 0.97185059 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129846.4
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 1.00881348 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 130121.0
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 0.95012207 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130477.8
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 0.96416016 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0102s; samplesPerSecond = 125661.4
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 0.97968750 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130492.4
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 0.99577637 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130489.7
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 0.98288574 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0099s; samplesPerSecond = 129887.3
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 0.96601563 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130875.3
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 0.94162598 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130535.0
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 1.01103516 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0101s; samplesPerSecond = 126196.6
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 0.92626953 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130142.1
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 0.93859863 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0099s; samplesPerSecond = 129579.6
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 1.01850586 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0099s; samplesPerSecond = 129167.7
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 0.99377441 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130666.9
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 1.05490723 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0103s; samplesPerSecond = 124548.8
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 0.99372559 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130425.9
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 0.96579590 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130686.9
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 1.03239746 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 130336.9
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 0.99045410 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 128801.1
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 0.92895508 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130735.0
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 1.00451660 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0099s; samplesPerSecond = 129455.1
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 0.98488770 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130696.3
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 1.05915527 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0099s; samplesPerSecond = 129405.3
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 1.01140137 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0100s; samplesPerSecond = 127808.3
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 0.97841797 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 0.96796875 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129682.0
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 0.95261230 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129096.0
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 1.00502930 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130740.3
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 0.98381348 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 127655.3
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 1.05031738 * 1280; EvalClassificationError = 0.35859375 * 1280; time = 0.0099s; samplesPerSecond = 129093.4
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 0.97175293 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130387.4
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 0.99531250 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 129950.6
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 0.99704590 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130505.7
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 1.03464355 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0099s; samplesPerSecond = 129002.3
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 0.97690430 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 126466.0
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 0.95458984 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130543.0
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 0.98820801 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0098s; samplesPerSecond = 130835.2
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 1.02563477 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0099s; samplesPerSecond = 129214.6
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 0.93640137 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130425.9
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 0.96928711 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0101s; samplesPerSecond = 126507.2
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 0.94865723 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130215.0
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 0.97045898 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130777.7
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 0.90715332 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130007.3
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 0.97993164 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130098.5
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 0.97084961 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0102s; samplesPerSecond = 126059.9
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 0.96662598 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129767.4
01/16/2018 22:33:36:  Epoch[11 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 0.97912598 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130221.6
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 0.98696289 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0100s; samplesPerSecond = 128626.4
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 0.94877930 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0101s; samplesPerSecond = 127225.2
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 1.01562500 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130852.6
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 1.02512207 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 130211.0
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 1.00368652 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129768.7
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 0.96601563 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0178s; samplesPerSecond = 71993.0
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 0.97893066 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130784.4
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 0.92001953 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130500.4
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 0.94316406 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 128755.8
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 0.98657227 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130423.3
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 0.93686523 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130052.2
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 1.01381836 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0100s; samplesPerSecond = 127768.7
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 1.01120605 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130439.2
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 0.96513672 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130258.7
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 0.98005371 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 131024.0
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 0.98227539 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0101s; samplesPerSecond = 127043.4
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 1.02709961 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0099s; samplesPerSecond = 129678.0
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 1.01337891 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130266.6
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 0.98632812 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130981.1
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 0.99541016 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130513.7
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 0.93364258 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130731.0
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 1.00400391 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0102s; samplesPerSecond = 125432.4
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 1.08183594 * 1280; EvalClassificationError = 0.35781250 * 1280; time = 0.0100s; samplesPerSecond = 127468.5
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 0.94672852 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130970.4
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 0.99091797 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130548.3
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 0.99409180 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0099s; samplesPerSecond = 129142.9
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 0.98784180 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0101s; samplesPerSecond = 126186.7
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 1.05346680 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0098s; samplesPerSecond = 130945.0
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 0.97080078 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130551.0
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 1.00351562 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0099s; samplesPerSecond = 129289.0
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 1.01176758 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 130282.6
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 0.93330078 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130151.4
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 0.92031250 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128382.6
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 1.01748047 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0098s; samplesPerSecond = 130662.9
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 0.99262695 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 131152.9
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 0.96591797 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130140.8
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 0.95161133 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131022.7
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 0.93198242 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129608.4
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 0.97641602 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 128745.4
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 0.91508789 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 131159.6
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 0.96381836 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130089.2
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 1.04936523 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0101s; samplesPerSecond = 126809.3
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 1.06147461 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 130203.0
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 0.99721680 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 129995.4
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 0.96777344 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130828.5
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 1.01997070 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130697.6
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 0.95595703 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0102s; samplesPerSecond = 125766.4
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 0.98969727 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 131013.3
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 0.96738281 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130839.2
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 0.98984375 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130378.1
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 0.99804688 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 131218.8
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 0.99179688 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 130928.9
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 1.02500000 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0097s; samplesPerSecond = 131298.2
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 1.02612305 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0099s; samplesPerSecond = 129933.4
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 1.00620117 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 131036.1
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 0.97290039 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130713.6
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 1.01499023 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128346.5
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 0.99467773 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130372.8
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 1.02675781 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 130768.4
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 0.94897461 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130828.5
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 0.97612305 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130888.7
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 0.99223633 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130871.3
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 0.94731445 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129755.6
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 0.94990234 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129666.2
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 1.00883789 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130993.2
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 0.95883789 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130597.6
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 1.01440430 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 1.03222656 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0100s; samplesPerSecond = 128365.8
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 0.97343750 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130383.4
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 0.94965820 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131033.4
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 1.00727539 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 131152.9
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 1.02836914 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0101s; samplesPerSecond = 126323.7
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 0.98603516 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130993.2
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 0.97861328 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 131079.0
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 0.98930664 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 131077.7
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 0.99375000 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 131061.6
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 0.97719727 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0103s; samplesPerSecond = 124713.8
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 0.97646484 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 131118.0
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 0.95834961 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130795.1
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 0.95659180 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130724.3
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 1.06870117 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 130813.8
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 1.02407227 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 131046.8
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 0.97861328 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130650.9
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 1.01445312 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130313.1
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 0.99165039 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130805.8
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 0.99663086 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 131234.9
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 1.00117188 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130041.7
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 0.98583984 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0100s; samplesPerSecond = 127884.9
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 0.97504883 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130444.5
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 0.92817383 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129098.6
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 0.97260742 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 128117.9
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 0.97851562 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130702.9
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 0.95117188 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0101s; samplesPerSecond = 127093.8
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 1.01166992 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130501.7
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 1.01337891 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130432.6
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 0.98315430 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 131013.3
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 0.95742187 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 128474.1
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 1.00009766 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 130938.3
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 0.97719727 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131165.0
01/16/2018 22:33:37:  Epoch[11 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 0.98188477 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 131057.6
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 0.99472656 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 131132.8
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 0.97973633 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0101s; samplesPerSecond = 126824.3
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 0.95893555 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 131185.2
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 0.97065430 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131088.4
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 0.99643555 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130230.9
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 0.99628906 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 131071.0
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 0.93144531 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129764.8
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 0.98100586 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131079.0
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 0.95175781 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131155.6
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 1.01772461 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130781.7
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 0.93271484 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130727.0
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 0.97832031 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 0.91738281 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0101s; samplesPerSecond = 127240.4
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 0.96782227 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130673.6
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 0.99965820 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130573.6
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 0.98305664 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0097s; samplesPerSecond = 131321.1
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 0.93159180 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130942.3
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 0.93793945 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0103s; samplesPerSecond = 124351.5
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 0.92114258 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131045.5
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 1.04130859 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130860.6
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 0.98764648 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130704.3
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 0.96542969 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131173.1
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 0.97749023 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130593.6
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 1.03833008 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130543.0
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 0.99575195 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 131053.5
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 0.95083008 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130070.7
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 0.99311523 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0100s; samplesPerSecond = 128073.0
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 0.94775391 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0097s; samplesPerSecond = 131322.5
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 0.99082031 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 131024.0
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 1.00351562 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 131201.3
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 0.96713867 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130596.3
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 0.99960938 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130682.9
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 0.98891602 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130800.4
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 1.00278320 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130650.9
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 0.92656250 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130144.8
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 1.05200195 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 130839.2
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 0.97963867 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 131103.2
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 0.97705078 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129242.0
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 0.98867187 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131032.1
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 0.95908203 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130803.1
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 0.97055664 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130799.1
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 0.93764648 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 127870.9
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 1.00805664 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0101s; samplesPerSecond = 127344.2
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 0.97812500 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130668.2
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 0.95097656 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130809.8
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 0.96835938 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130524.3
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 0.94956055 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130938.3
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 1.02529297 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0099s; samplesPerSecond = 129136.4
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 0.98281250 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 131201.3
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 1.00327148 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 130661.6
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 0.95502930 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 131045.5
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 0.96879883 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130138.2
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 0.97871094 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129859.6
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 0.99355469 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0097s; samplesPerSecond = 131327.8
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 0.96811523 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130676.2
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 0.91665039 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0112s; samplesPerSecond = 114355.1
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 0.98476562 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130781.7
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 0.97900391 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 129780.6
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 1.01142578 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 130541.6
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 1.07070313 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 131201.3
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 1.00141602 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 131265.9
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 0.95908203 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 131190.6
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 0.92114258 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131053.5
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 0.95039063 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130613.6
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 0.98876953 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130612.2
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 0.99038086 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130559.0
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 0.98383789 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130481.8
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 0.98139648 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128404.5
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 0.99296875 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130940.9
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 0.96625977 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130919.5
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 0.99023438 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 131005.3
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 0.99267578 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 131107.2
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 1.04838867 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0099s; samplesPerSecond = 129838.5
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 0.94472656 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 131079.0
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 0.99882812 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130795.1
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 0.96518555 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 131171.7
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 0.99331055 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0099s; samplesPerSecond = 129046.6
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 1.02119141 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0099s; samplesPerSecond = 129281.2
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 0.96425781 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130928.9
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 0.91479492 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131202.7
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 1.06367188 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 131239.0
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 0.96494141 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 131054.9
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 1.00639648 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 128108.9
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 0.96499023 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130596.3
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 0.94238281 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130886.0
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 1.01235352 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0110s; samplesPerSecond = 115973.5
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 0.88432617 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128064.0
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 0.92666016 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 127285.9
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 0.90874023 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0101s; samplesPerSecond = 126740.2
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 0.96005859 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0102s; samplesPerSecond = 125248.3
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 0.96240234 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130791.1
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 0.95395508 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 128387.7
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 1.03378906 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0101s; samplesPerSecond = 126219.0
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 0.94775391 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 131026.7
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 1.01606445 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0099s; samplesPerSecond = 128872.5
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 0.99165039 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129107.7
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 0.95859375 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130725.6
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 1.00703125 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0101s; samplesPerSecond = 126848.2
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 0.94936523 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 131210.7
01/16/2018 22:33:38:  Epoch[11 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 0.89165039 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130625.6
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 0.97641602 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 129992.8
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 1.03701172 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 131024.0
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 0.95195312 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129385.7
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 0.97719727 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130975.8
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 1.00546875 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130918.2
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 1.00434570 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 131099.2
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 1.02875977 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130775.0
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 1.01635742 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0100s; samplesPerSecond = 128554.1
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 0.99990234 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130801.8
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 0.92700195 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131136.8
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 1.00874023 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 131052.2
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 0.93271484 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130768.4
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 1.00751953 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 131240.3
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 0.98476562 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130394.0
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 0.93530273 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131264.5
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 0.95947266 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 131206.7
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 1.04375000 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0100s; samplesPerSecond = 128306.7
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 1.01176758 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0098s; samplesPerSecond = 130121.0
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 0.99301758 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130417.9
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 0.94267578 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131228.2
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 0.98017578 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0098s; samplesPerSecond = 130811.1
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 1.01962891 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 131185.2
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 0.99956055 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130429.9
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 0.97587891 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 131144.9
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 1.00288086 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 130447.2
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 0.94296875 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130930.2
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 1.07988281 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0098s; samplesPerSecond = 130061.5
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 0.96728516 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130453.8
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 0.95864258 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131224.2
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 0.98798828 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130031.1
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 1.01079102 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0099s; samplesPerSecond = 129404.0
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 0.99936523 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 131209.4
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 0.93066406 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0101s; samplesPerSecond = 126852.0
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 1.03583984 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0098s; samplesPerSecond = 130928.9
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 0.97753906 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130974.4
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 1.01049805 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 131064.3
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 1.06914062 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0097s; samplesPerSecond = 131341.3
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 1.00185547 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0099s; samplesPerSecond = 129431.5
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 1.00024414 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 127483.7
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 0.98349609 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0097s; samplesPerSecond = 131485.7
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 0.94980469 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130991.9
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 1.00043945 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 131067.0
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 0.99760742 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 131220.1
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 0.98349609 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0102s; samplesPerSecond = 125788.6
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 1.05068359 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130995.9
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 0.99262695 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0099s; samplesPerSecond = 129889.9
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 0.96318359 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130448.5
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 0.94101563 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131183.8
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 1.06337891 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0099s; samplesPerSecond = 128969.9
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 1.02221680 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 131029.4
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 0.96313477 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130783.1
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 0.95585937 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130383.4
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 0.94916992 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130111.7
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 0.97104492 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 131248.4
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 0.96718750 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130888.7
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 0.97163086 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130800.4
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 0.97265625 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 0.96215820 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 131183.8
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 0.93862305 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130452.5
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 0.99951172 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 131186.5
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 0.99726563 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 131174.4
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 0.99921875 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 0.92333984 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130680.3
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 1.01845703 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0101s; samplesPerSecond = 127071.1
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 0.94599609 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 131041.5
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 0.95551758 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0101s; samplesPerSecond = 126130.7
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 1.02241211 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130656.2
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 1.01528320 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130509.7
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 0.94643555 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130221.6
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 1.01718750 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 131126.0
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 1.01645508 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130331.6
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 1.00126953 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130817.8
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 0.99453125 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 131048.2
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 0.93735352 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 129962.4
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 0.92211914 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130812.5
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 0.99062500 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 131040.1
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 0.97558594 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130768.4
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 0.98383789 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0097s; samplesPerSecond = 131286.1
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 0.95854492 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130130.2
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 1.03735352 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0098s; samplesPerSecond = 130335.6
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 0.99326172 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 131156.9
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 0.93896484 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 131122.0
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 1.01542969 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131140.8
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 1.01215820 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 131089.8
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 1.01625977 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0099s; samplesPerSecond = 129828.0
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 0.95551758 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130387.4
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 0.99179688 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130612.2
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 0.96987305 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 131111.3
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 0.97695312 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0097s; samplesPerSecond = 131466.8
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 0.98906250 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130020.5
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 0.98652344 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0099s; samplesPerSecond = 129421.0
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 0.97060547 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 131228.2
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 0.97700195 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 128788.2
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 0.96201172 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127477.3
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 0.98872070 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 131109.9
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 0.94658203 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 128893.2
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 1.02617187 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130592.3
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 0.99384766 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 129721.4
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 1.03115234 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0102s; samplesPerSecond = 125361.1
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 0.98422852 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130967.7
01/16/2018 22:33:39:  Epoch[11 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 0.98222656 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 131220.1
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 1.02324219 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0097s; samplesPerSecond = 131290.1
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 0.96757812 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131112.6
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 0.95097656 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0101s; samplesPerSecond = 126242.7
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 0.95170898 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130841.9
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 1.01240234 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 131259.2
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 0.96669922 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130435.2
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 1.02070313 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 131005.3
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 0.97309570 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 127567.5
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 0.98842773 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130817.8
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 0.92690430 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130720.3
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 0.94062500 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130900.8
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 0.98100586 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 131127.4
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 1.03984375 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 130977.1
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 1.03774414 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 1.03837891 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130021.8
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 1.01440430 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 131232.3
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 1.02128906 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0102s; samplesPerSecond = 125631.8
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 1.00507813 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 131052.2
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 0.98823242 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 128512.8
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 0.98530273 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 131181.1
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 0.96806641 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130958.3
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 1.05205078 * 1280; EvalClassificationError = 0.35000000 * 1280; time = 0.0098s; samplesPerSecond = 130693.6
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 0.98710937 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0145s; samplesPerSecond = 88496.2
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 1.01342773 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 128453.4
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 1.00424805 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 131068.3
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 0.95917969 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 128685.9
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 1.02031250 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130528.3
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 0.93442383 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 128953.0
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 1.00385742 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 131253.8
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 0.96616211 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130688.3
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 0.97890625 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130971.7
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 0.96020508 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 129116.9
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 1.02651367 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 131052.2
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 0.96069336 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 131146.2
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 1.01416016 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130704.3
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 0.96508789 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130958.3
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 1.01196289 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 130862.0
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 1.03574219 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0099s; samplesPerSecond = 129448.5
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 0.99799805 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 127882.3
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 1.04379883 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 131076.4
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 1.01347656 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0097s; samplesPerSecond = 131337.3
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 0.98334961 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 131119.3
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 1.03022461 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0100s; samplesPerSecond = 127582.8
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 0.98657227 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 1.04321289 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0102s; samplesPerSecond = 126047.5
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 1.01386719 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130451.2
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 0.96767578 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130759.0
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 0.89785156 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130962.4
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 1.00551758 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 130581.6
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 0.93105469 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130358.2
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 0.95473633 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130350.2
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 0.97651367 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130903.4
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 0.95483398 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130775.0
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 1.05410156 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 130910.1
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 1.03027344 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130989.2
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 0.96318359 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130961.0
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 1.03247070 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130958.3
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 0.90087891 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129563.8
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 1.01010742 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 131221.5
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 1.03969727 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 131075.0
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 0.98247070 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0100s; samplesPerSecond = 128596.7
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 0.98872070 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 131276.7
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 0.97905273 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131194.6
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 1.03745117 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 130769.7
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 1.02143555 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130279.9
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 0.97944336 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130737.6
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 0.97846680 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 131228.2
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 1.04443359 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 131158.3
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 0.96791992 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129129.9
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 0.93935547 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 131021.4
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 1.00239258 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 131140.8
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 1.01586914 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130900.8
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 0.95644531 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130537.7
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 0.98452148 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 131218.8
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 1.04130859 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0098s; samplesPerSecond = 131099.2
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 1.01196289 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 131189.2
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 1.06855469 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0098s; samplesPerSecond = 131187.9
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 0.91445312 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130290.5
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 0.96127930 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 131001.2
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 0.95747070 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130451.2
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 0.98574219 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130959.7
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 1.06513672 * 1280; EvalClassificationError = 0.34921875 * 1280; time = 0.0098s; samplesPerSecond = 131069.7
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 0.98642578 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0098s; samplesPerSecond = 130990.5
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 0.94072266 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0097s; samplesPerSecond = 131406.0
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 0.97763672 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 131089.8
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 0.97734375 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130765.7
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 0.97412109 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130779.1
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 0.97241211 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130780.4
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 0.97001953 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130719.0
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 1.05585938 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0099s; samplesPerSecond = 129367.4
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 0.98823242 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130574.9
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 0.98896484 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130970.4
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 0.96342773 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130908.8
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 0.97587891 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130445.9
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 0.94331055 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130789.7
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 0.96118164 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 129908.4
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 0.98608398 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0099s; samplesPerSecond = 129842.5
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 1.02602539 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 0.96308594 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 128906.2
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 0.92993164 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 131195.9
01/16/2018 22:33:40:  Epoch[11 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 0.90957031 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 131095.2
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 0.96015625 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130978.4
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 0.94951172 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130315.7
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 0.94106445 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130812.5
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 0.93159180 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130676.2
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 1.07558594 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0098s; samplesPerSecond = 130358.2
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 0.97187500 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0099s; samplesPerSecond = 129414.5
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 0.96411133 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0099s; samplesPerSecond = 129486.5
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 0.97104492 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131033.4
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 0.99477539 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 131274.0
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 0.97666016 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130892.7
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 0.98764648 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130938.3
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 1.03662109 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 131177.1
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 0.94921875 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130971.7
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 1.02641602 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0101s; samplesPerSecond = 126614.8
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 0.95444336 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 131053.5
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 1.01655273 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0097s; samplesPerSecond = 131315.7
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 1.00483398 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130951.7
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 0.97348633 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 131165.0
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 0.99672852 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0099s; samplesPerSecond = 129764.8
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 1.00092773 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 131173.1
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 0.94228516 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130809.8
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 1.03369141 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130630.9
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 0.99907227 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0101s; samplesPerSecond = 126884.7
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 0.99902344 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130915.5
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 0.98520508 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130203.0
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 0.98833008 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 131210.7
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 0.99589844 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 129256.4
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 0.99189453 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0100s; samplesPerSecond = 128515.3
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 0.95673828 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130927.5
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 1.04638672 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130884.7
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 0.93857422 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130757.7
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 1.00781250 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 1.03378906 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 131174.4
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 0.93955078 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0097s; samplesPerSecond = 131304.9
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 1.00703125 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 131114.0
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 0.95498047 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 131079.0
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 0.97470703 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 131279.4
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 0.98193359 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130926.2
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 0.97617188 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 127689.7
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 1.04619141 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 130521.7
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 0.98105469 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 131049.5
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 0.96708984 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130957.0
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 0.99062500 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 131084.4
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 0.96367187 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130003.4
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 1.02851563 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130720.3
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 0.96875000 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130669.6
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 0.92431641 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 128413.5
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 0.97529297 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0099s; samplesPerSecond = 129588.8
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 0.99902344 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130825.8
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 1.00654297 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 131271.3
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 0.99990234 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 131159.6
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 0.98613281 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 131103.2
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 0.95029297 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0099s; samplesPerSecond = 129096.0
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 1.04355469 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 131095.2
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 0.96142578 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131021.4
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 0.94912109 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131210.7
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 0.99365234 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130604.2
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 0.94726562 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129713.5
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 0.98164063 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129306.0
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 1.00263672 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 131237.6
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 0.91933594 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130923.5
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 0.97705078 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131081.7
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 0.96982422 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130642.9
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 0.96669922 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130019.2
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 1.02138672 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130971.7
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 1.00166016 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130710.9
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 0.98515625 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130604.2
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 0.98212891 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 131068.3
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 0.97109375 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 129756.9
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 0.97480469 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130998.6
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 1.05058594 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 131065.6
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 0.99414062 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 131022.7
01/16/2018 22:33:41:  Epoch[11 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 0.95097656 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130875.3
01/16/2018 22:33:41: Finished Epoch[11 of 25]: [Training] CrossEntropyWithSoftmax = 0.98354886 * 1124823; EvalClassificationError = 0.32065045 * 1124823; totalSamplesSeen = 12373053; learningRatePerSample = 0.001953125; epochTime=8.904s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:33:42: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.25524203 * 122487; perplexity = 3.50868749; EvalClassificationError = 0.39490721 * 122487
01/16/2018 22:33:42: Finished Epoch[11 of 25]: [Validate] CrossEntropyWithSoftmax = 1.25524203 * 122487; EvalClassificationError = 0.39490721 * 122487
01/16/2018 22:33:42: Loading (rolling back to) previous model with best training-criterion value: /tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.10.
ValidateSubNetwork: InvStdOfFeatures InvStdDev operation changed, from [792 x 1] to [792].ValidateSubNetwork: MeanOfFeatures Mean operation changed, from [792 x 1] to [792].ValidateSubNetwork: Prior Mean operation changed, from [183 x 1] to [183].01/16/2018 22:33:42: learnRatePerSample reduced to 0.0009765625
01/16/2018 22:33:42: SGD: revoke back to and update checkpoint file for epoch 10

01/16/2018 22:33:42: Starting Epoch 11: learning rate per sample = 0.000977  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 10: frames [11248230..12373053] (first utterance at frame 11248230), data subset 0 of 1, with 1 datapasses

01/16/2018 22:33:42: Starting minibatch loop.
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 0.96989794 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0104s; samplesPerSecond = 123108.9
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 0.92496653 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130800.4
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 0.97783718 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130837.9
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 0.98018036 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130383.4
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 0.99825249 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0101s; samplesPerSecond = 126877.1
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 0.97408981 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 131093.8
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 0.89764786 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127721.6
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 0.99529266 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 127758.5
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 0.96297226 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130975.8
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 0.97034988 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 126576.0
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 0.96230164 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130768.4
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 0.96361084 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130578.9
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 0.99225998 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0100s; samplesPerSecond = 127859.4
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 1.03617249 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130740.3
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 0.92698517 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 128670.4
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 0.97899475 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 131091.1
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 0.95165405 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131057.6
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 0.96758423 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130890.1
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 1.00286713 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130261.3
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 0.89664459 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 131067.0
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 0.98262329 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0099s; samplesPerSecond = 129265.5
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 0.92092896 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130248.1
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 0.93655396 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131060.3
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 0.90197601 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131014.6
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 0.95146027 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130974.4
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 0.99504395 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 128660.0
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 1.01935883 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130668.2
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 0.91172791 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131210.7
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 0.96894531 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 131068.3
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 1.03714294 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 131161.0
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 0.97189026 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 131007.9
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 0.98094482 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130517.7
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 0.93936462 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 131034.8
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 0.94380798 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 131012.0
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 1.01572876 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0099s; samplesPerSecond = 129801.6
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 0.97645264 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 131001.2
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 0.95688171 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130714.9
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 0.93830872 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 131042.8
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 0.94357300 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 131052.2
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 1.01896667 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 131138.1
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 0.95339050 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131021.4
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 0.94955750 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 129933.4
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 0.92964172 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130887.4
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 0.98314209 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 131096.5
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 0.97693176 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 129292.9
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 1.00389404 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0100s; samplesPerSecond = 128183.3
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 0.99292297 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130704.3
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 1.01155701 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130938.3
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 0.98132019 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130407.3
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 0.99184570 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 131155.6
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 0.93749695 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 129992.8
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 0.95211182 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0097s; samplesPerSecond = 131377.7
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 0.95590820 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130855.3
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 0.99413452 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 131175.8
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 0.94774780 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130836.5
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 0.94277344 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0102s; samplesPerSecond = 125802.2
01/16/2018 22:33:42:  Epoch[11 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 0.89911499 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0169s; samplesPerSecond = 75810.1
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 0.91444092 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129085.6
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 0.94498901 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130721.6
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 0.89987183 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0102s; samplesPerSecond = 126052.5
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 1.00061035 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0100s; samplesPerSecond = 127952.7
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 1.01395264 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130813.8
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 0.99506836 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130027.1
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 0.92771606 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128418.6
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 1.00153809 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130262.7
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 0.93914795 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 128930.9
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 0.99100342 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129803.0
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 1.00019531 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130759.0
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 0.98862305 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130489.7
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 0.99940186 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130725.6
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 0.97120972 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0101s; samplesPerSecond = 127187.3
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 0.97852783 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 128859.5
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 0.92152100 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130452.5
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 0.98634644 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129154.6
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 0.95258789 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0102s; samplesPerSecond = 125909.9
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 0.92249146 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129278.6
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 1.01661377 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130295.8
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 0.95385742 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130780.4
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 0.97788696 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130907.5
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 0.95459595 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0100s; samplesPerSecond = 127708.8
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 0.96666260 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130927.5
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 1.02613525 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127642.6
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 0.93822632 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129578.3
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 0.96417236 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129277.3
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 0.96543579 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0101s; samplesPerSecond = 126909.8
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 0.94077148 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130225.6
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 0.96262207 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130493.7
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 0.95935059 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0099s; samplesPerSecond = 128976.4
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 0.96414795 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0100s; samplesPerSecond = 127758.5
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 0.91923218 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130363.5
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 0.93486328 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130586.9
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 0.95457153 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130180.5
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 0.97826538 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 128527.0
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 1.05128784 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 129986.2
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 0.92160645 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130713.6
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 0.99237061 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0100s; samplesPerSecond = 127405.0
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 1.00477295 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0100s; samplesPerSecond = 127435.5
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 0.98483276 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130883.4
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 0.90520630 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128444.4
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 0.92660522 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 127933.5
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 0.95067749 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130511.0
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 0.97943726 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130704.3
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 0.92460937 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130517.7
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 0.93959351 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 127311.2
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 0.91585693 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128250.1
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 0.97625732 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130539.0
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 0.96019897 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127679.5
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 0.99425049 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0100s; samplesPerSecond = 127512.9
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 0.96535645 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129653.1
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 0.97751465 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0102s; samplesPerSecond = 125875.2
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 0.92775879 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128523.1
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 0.95635986 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130650.9
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 0.96365967 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130057.5
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 0.95299072 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129343.9
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 1.00058594 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130537.7
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 0.92319336 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127886.2
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 0.98968506 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0099s; samplesPerSecond = 129895.2
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 0.93127441 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129340.0
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 0.95369873 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130469.8
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 0.95902100 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130613.6
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 0.95383301 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0102s; samplesPerSecond = 125004.9
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 0.98359375 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0100s; samplesPerSecond = 128247.5
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 0.97015381 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130844.6
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 0.93841553 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0101s; samplesPerSecond = 126794.2
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 0.98218994 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0102s; samplesPerSecond = 125994.2
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 0.93395996 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130443.2
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 1.02392578 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0101s; samplesPerSecond = 126873.4
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 0.92003174 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 128831.0
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 0.94100342 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130740.3
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 0.99112549 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0101s; samplesPerSecond = 127069.8
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 0.99249268 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130967.7
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 0.99420166 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130497.7
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 0.95433350 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130371.5
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 0.99929199 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0099s; samplesPerSecond = 128971.2
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 0.89645996 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128015.4
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 0.96188965 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0099s; samplesPerSecond = 129883.3
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 1.03406982 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130456.5
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 0.94716797 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129341.3
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 0.95245361 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129489.1
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 0.94233398 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130574.9
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 1.01378174 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0099s; samplesPerSecond = 128851.7
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 0.95361328 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129518.0
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 1.00568848 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 129867.5
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 0.98665771 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130477.8
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 0.96679688 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130898.1
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 0.99581299 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0102s; samplesPerSecond = 125893.8
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 0.95200195 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 127526.9
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 0.95156250 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130261.3
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 0.99162598 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0100s; samplesPerSecond = 127721.6
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 1.01910400 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0100s; samplesPerSecond = 127439.3
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 0.95209961 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130828.5
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 0.92441406 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129738.5
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 0.92784424 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130624.2
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 0.96054688 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 127577.7
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 0.95693359 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127664.2
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 0.93160400 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130216.3
01/16/2018 22:33:43:  Epoch[11 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 0.94121094 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129710.9
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 0.97247314 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 128834.8
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 0.94431152 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130400.7
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 0.92247314 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127604.4
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 0.97283936 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 128648.4
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 1.00693359 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130625.6
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 0.91785889 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130556.3
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 0.91849365 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0101s; samplesPerSecond = 126596.0
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 0.98367920 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130408.6
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 0.92558594 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 128652.3
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 0.97106934 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130781.7
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 0.93654785 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 127968.0
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 0.99064941 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0099s; samplesPerSecond = 129854.3
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 0.90445557 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130529.7
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 0.98869629 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0101s; samplesPerSecond = 127076.2
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 0.98966064 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0099s; samplesPerSecond = 129269.4
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 0.97471924 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 0.98015137 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130216.3
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 0.98795166 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130342.3
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 0.96253662 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130741.7
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 0.95145264 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0101s; samplesPerSecond = 127136.7
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 0.94493408 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130824.5
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 1.00588379 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 130209.7
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 0.95628662 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128135.8
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 0.99398193 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 131062.9
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 0.99804688 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0101s; samplesPerSecond = 127201.2
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 0.96800537 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130193.8
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 0.94036865 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130935.6
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 1.03306885 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0102s; samplesPerSecond = 125799.8
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 0.95513916 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 127934.8
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 0.96320801 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 131003.9
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 0.90245361 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129810.9
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 1.03499756 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130880.7
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 0.98765869 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0101s; samplesPerSecond = 126586.0
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 1.01947021 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129336.0
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 1.01259766 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130708.3
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 0.98964844 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130175.2
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 0.93557129 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130150.1
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 0.97148437 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130376.8
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 1.00920410 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0102s; samplesPerSecond = 125444.7
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 0.96595459 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 128859.5
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 0.96599121 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130855.3
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 1.00659180 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0100s; samplesPerSecond = 128621.2
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 0.96567383 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130737.6
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 0.94033203 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127983.4
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 0.96130371 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 128903.6
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 0.95858154 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130882.0
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 0.99759521 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 128349.1
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 0.95289307 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 127785.3
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 1.00279541 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130767.0
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 0.94512939 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129139.0
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 0.94155273 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0101s; samplesPerSecond = 126171.8
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 0.97534180 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130874.0
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 0.97479248 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0191s; samplesPerSecond = 66971.2
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 0.97929687 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 128903.6
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 0.97608643 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130990.5
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 1.00270996 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 131067.0
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 0.97128906 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 128189.7
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 0.93186035 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130735.0
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 0.97102051 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130459.2
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 0.97917480 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130900.8
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 0.93581543 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130875.3
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 0.96760254 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 131169.0
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 0.98403320 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0097s; samplesPerSecond = 131291.5
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 0.94855957 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130535.0
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 1.01738281 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0101s; samplesPerSecond = 126882.2
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 0.94387207 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130813.8
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 0.93371582 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 131032.1
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 0.95910645 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130648.2
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 0.93459473 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130871.3
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 1.03071289 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130500.4
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 0.96179199 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 131101.9
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 0.94301758 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130866.0
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 0.96667480 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 131249.7
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 0.98601074 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130705.6
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 1.00017090 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 131151.6
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 1.00056152 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130759.0
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 0.92475586 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0161s; samplesPerSecond = 79308.0
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 0.95170898 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0101s; samplesPerSecond = 126534.7
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 0.93413086 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129370.0
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 0.95468750 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130144.8
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 0.94128418 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 126522.2
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 0.93935547 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130628.2
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 1.03427734 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0099s; samplesPerSecond = 128798.6
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 0.99741211 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130203.0
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 0.90739746 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130582.9
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 0.91472168 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129799.0
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 0.91037598 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 1.00656738 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0102s; samplesPerSecond = 125594.9
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 0.96621094 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129045.3
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 0.99824219 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130688.3
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 1.00046387 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 131038.8
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 0.90598145 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 126129.5
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 1.02089844 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130993.2
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 1.03415527 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 129999.4
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 0.99465332 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130301.1
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 0.93947754 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130891.4
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 0.99174805 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0100s; samplesPerSecond = 127389.8
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 0.94726562 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130256.0
01/16/2018 22:33:44:  Epoch[11 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 0.94743652 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129559.9
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 0.95126953 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129291.6
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 0.93696289 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130708.3
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 1.00231934 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0101s; samplesPerSecond = 127313.8
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 1.08256836 * 1280; EvalClassificationError = 0.34843750 * 1280; time = 0.0099s; samplesPerSecond = 129809.5
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 0.99272461 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130437.9
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 0.99057617 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129020.6
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 0.89860840 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 127037.1
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 1.01093750 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130767.0
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 0.99604492 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 129872.8
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 0.98845215 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130414.0
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 1.03203125 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 130396.7
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 0.93364258 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129064.8
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 1.00563965 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130503.0
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 0.94909668 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 127474.8
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 0.97597656 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 128600.6
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 0.96906738 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130624.2
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 0.99733887 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0099s; samplesPerSecond = 128745.4
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 0.91538086 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127635.0
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 0.94770508 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130702.9
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 0.93498535 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129110.3
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 0.93786621 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128546.3
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 0.99362793 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130801.8
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 0.98132324 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 127809.6
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 0.92937012 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130676.2
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 0.98854980 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 128671.7
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 0.93803711 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127656.6
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 0.90610352 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130348.9
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 0.99189453 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0100s; samplesPerSecond = 128367.1
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 0.89426270 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129201.6
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 0.99462891 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130360.8
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 0.92700195 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130192.4
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 0.93786621 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130371.5
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 0.99313965 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130658.9
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 1.00356445 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0099s; samplesPerSecond = 129799.0
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 1.00578613 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130779.1
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 0.91379395 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 128003.8
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 0.95603027 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0102s; samplesPerSecond = 125710.8
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 0.95358887 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0102s; samplesPerSecond = 125382.0
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 0.97712402 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0102s; samplesPerSecond = 125965.7
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 0.90222168 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0102s; samplesPerSecond = 125665.1
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 0.98435059 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130728.3
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 0.97631836 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 129754.3
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 0.98046875 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0101s; samplesPerSecond = 126479.7
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 0.97006836 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130749.7
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 0.96169434 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 128161.5
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 0.89670410 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130408.6
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 0.92670898 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 131025.4
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 0.96394043 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0111s; samplesPerSecond = 114886.8
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 0.91164551 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127571.4
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 0.96630859 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130333.0
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 0.95212402 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129812.2
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 0.97023926 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 128991.9
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 0.95209961 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0101s; samplesPerSecond = 126307.5
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 0.95649414 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 128816.7
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 0.99086914 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130825.8
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 0.99089355 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129643.9
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 0.97548828 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0101s; samplesPerSecond = 127135.5
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 0.90434570 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130803.1
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 0.96223145 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130268.0
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 0.94555664 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129281.2
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 0.92119141 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130625.6
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 1.01821289 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0099s; samplesPerSecond = 129230.3
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 0.95944824 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130776.4
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 1.03059082 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130763.0
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 0.96169434 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 128548.9
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 1.01188965 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130721.6
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 0.96970215 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130139.5
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 0.97675781 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 128090.9
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 0.98767090 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130529.7
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 1.01027832 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0100s; samplesPerSecond = 128639.3
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 1.00366211 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0099s; samplesPerSecond = 128788.2
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 0.99582520 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130943.6
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 0.99069824 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0100s; samplesPerSecond = 127795.5
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 0.87841797 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130688.3
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 0.92490234 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130469.8
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 0.95412598 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128244.9
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 0.94187012 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130677.6
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 0.93391113 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128098.6
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 0.93642578 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130463.1
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 0.91210938 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130625.6
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 0.94411621 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 128842.6
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 0.99072266 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0101s; samplesPerSecond = 126321.2
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 0.96862793 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130515.0
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 0.95881348 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129307.3
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 0.97587891 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129080.4
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 0.96926270 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130879.3
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 0.95595703 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129940.0
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 1.00605469 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 130831.2
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 0.97170410 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 128166.6
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 0.99660645 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 127916.9
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 0.98395996 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130459.2
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 0.87770996 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130020.5
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 1.01086426 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 127969.3
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 0.94387207 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130638.9
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 0.97419434 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128232.1
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 0.98049316 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 127959.1
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 0.99084473 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130685.6
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 1.00197754 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0109s; samplesPerSecond = 117192.5
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 0.96967773 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130792.4
01/16/2018 22:33:45:  Epoch[11 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 0.99028320 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130733.6
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 0.95307617 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127801.9
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 0.98740234 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 130729.6
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 0.92675781 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127969.3
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 0.94499512 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 128212.8
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 0.95759277 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130539.0
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 0.97502441 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 129896.5
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 0.96362305 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0100s; samplesPerSecond = 127567.5
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 0.94826660 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130549.6
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 0.92282715 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128203.8
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 0.98789063 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 127771.3
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 0.90893555 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130208.3
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 0.91613770 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130262.7
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 0.99687500 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130831.2
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 0.97673340 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0103s; samplesPerSecond = 124447.0
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 1.03227539 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0099s; samplesPerSecond = 129482.6
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 0.97409668 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130548.3
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 0.94794922 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128327.2
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 1.01330566 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0101s; samplesPerSecond = 126439.7
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 0.96916504 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130760.4
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 0.90466309 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129883.3
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 0.98308105 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 129670.2
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 0.96547852 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 131007.9
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 1.03767090 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0101s; samplesPerSecond = 126448.5
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 0.98635254 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130887.4
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 0.96479492 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0099s; samplesPerSecond = 129527.1
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 0.95356445 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128373.6
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 0.93142090 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130649.6
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 0.98596191 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130085.3
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 0.96313477 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130111.7
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 1.02766113 * 1280; EvalClassificationError = 0.35703125 * 1280; time = 0.0098s; samplesPerSecond = 130368.8
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 0.95612793 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130107.7
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 0.97939453 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0099s; samplesPerSecond = 129753.0
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 0.97697754 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 1.01530762 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0100s; samplesPerSecond = 128025.6
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 0.95998535 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 129970.4
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 0.94077148 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130755.0
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 0.97031250 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 130417.9
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 1.00419922 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130633.6
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 0.92041016 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0102s; samplesPerSecond = 125575.1
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 0.94614258 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 128829.7
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 0.93173828 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129459.0
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 0.95395508 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 128849.1
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 0.89069824 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 127790.4
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 0.96303711 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130727.0
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 0.95234375 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130849.9
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 0.94775391 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130512.4
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 0.95791016 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130329.0
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 0.96921387 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0110s; samplesPerSecond = 116807.5
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 0.93378906 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130821.8
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 0.99914551 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130024.5
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 0.99948730 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0099s; samplesPerSecond = 129820.1
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 0.98457031 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129230.3
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 0.95170898 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 127913.0
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 0.96335449 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130209.7
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 0.90490723 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130841.9
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 0.92460937 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130735.0
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 0.96694336 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0106s; samplesPerSecond = 120227.3
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 0.91828613 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130414.0
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 0.98984375 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0100s; samplesPerSecond = 127656.6
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 0.99348145 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0100s; samplesPerSecond = 128259.1
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 0.95166016 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130618.9
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 0.95717773 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0107s; samplesPerSecond = 119095.2
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 0.96611328 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 129962.4
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 1.00644531 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130557.6
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 0.99162598 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0100s; samplesPerSecond = 127600.6
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 0.96513672 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130481.8
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 0.97475586 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 129620.3
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 0.91989746 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127942.4
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 0.98928223 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130429.9
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 1.05654297 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0098s; samplesPerSecond = 130082.6
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 0.93344727 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130473.8
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 0.96816406 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 0.97226563 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0101s; samplesPerSecond = 126344.9
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 0.97036133 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0100s; samplesPerSecond = 128110.2
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 1.03251953 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 130492.4
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 0.95698242 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129783.2
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 0.97993164 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 129941.3
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 0.99223633 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0101s; samplesPerSecond = 126542.2
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 0.91293945 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129512.7
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 0.90527344 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 131032.1
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 0.99550781 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0101s; samplesPerSecond = 126996.7
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 0.97402344 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0101s; samplesPerSecond = 127269.5
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 0.94550781 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130930.2
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 0.92949219 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130564.3
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 0.92548828 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130070.7
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 0.95327148 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130517.7
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 0.89028320 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129514.0
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 0.94653320 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130906.1
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 1.03422852 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0102s; samplesPerSecond = 125506.2
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 1.04370117 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0099s; samplesPerSecond = 128719.5
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 0.96943359 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130932.9
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 0.95200195 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127813.4
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 0.99926758 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 127993.6
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 0.93642578 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130745.7
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 0.97338867 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 129562.5
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 0.94624023 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 128538.6
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 0.97016602 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130669.6
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 0.97343750 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0099s; samplesPerSecond = 129024.5
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 0.97827148 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130598.9
01/16/2018 22:33:46:  Epoch[11 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 1.01162109 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 130417.9
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 1.01054687 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 128925.7
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 0.98510742 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130994.5
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 0.95043945 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 127739.4
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 1.00209961 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129712.2
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 0.97246094 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130464.5
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 1.00678711 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 128396.7
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 0.92866211 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0102s; samplesPerSecond = 125634.3
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 0.95825195 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130821.8
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 0.96738281 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0099s; samplesPerSecond = 128966.0
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 0.92402344 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 128783.0
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 0.93061523 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130505.7
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 0.99013672 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129828.0
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 0.93613281 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130479.1
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 0.99570313 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 127628.6
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 1.00952148 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0099s; samplesPerSecond = 129020.6
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 0.95917969 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 131075.0
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 0.92866211 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130880.7
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 0.98818359 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0100s; samplesPerSecond = 128052.5
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 1.00761719 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 130779.1
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 0.96113281 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129358.3
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 0.95571289 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 128227.0
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 0.97885742 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130698.9
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 0.97241211 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 127580.3
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 0.95473633 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130862.0
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 0.95576172 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127501.5
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 0.93500977 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127446.9
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 0.94160156 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130832.5
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 1.04931641 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0100s; samplesPerSecond = 127629.9
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 1.00830078 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0101s; samplesPerSecond = 127264.4
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 0.95693359 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130388.7
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 0.99560547 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130089.2
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 0.97177734 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0100s; samplesPerSecond = 127968.0
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 0.97465820 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130479.1
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 0.98681641 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128471.5
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 0.96606445 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130807.1
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 0.95019531 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130686.9
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 0.91181641 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 129466.9
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 0.95498047 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130589.6
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 0.95737305 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0102s; samplesPerSecond = 125390.6
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 0.93515625 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129787.2
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 0.98818359 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130181.8
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 0.99223633 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129330.8
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 0.96557617 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0101s; samplesPerSecond = 126796.7
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 0.93876953 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130621.6
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 0.97885742 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0099s; samplesPerSecond = 129784.5
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 0.95903320 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130712.3
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 0.96489258 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130333.0
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 0.97470703 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0101s; samplesPerSecond = 126826.9
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 0.95878906 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130421.9
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 0.93935547 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 128816.7
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 0.95439453 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 128988.0
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 0.97973633 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 129874.1
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 0.97075195 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 128088.4
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 0.91298828 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130348.9
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 0.96235352 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130315.7
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 0.93647461 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130007.3
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 0.99765625 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 127608.2
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 0.91254883 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130432.6
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 0.95722656 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 128552.8
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 0.89980469 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130363.5
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 0.95341797 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0103s; samplesPerSecond = 124577.8
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 0.98208008 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129670.2
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 0.95756836 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130544.3
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 0.91601562 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0102s; samplesPerSecond = 125934.7
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 0.91450195 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128277.1
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 0.90288086 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129662.3
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 1.02202148 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0100s; samplesPerSecond = 127943.7
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 0.96567383 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0102s; samplesPerSecond = 125259.3
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 0.94736328 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129920.2
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 0.96137695 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 129184.6
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 1.01430664 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 128673.0
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 0.97182617 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130204.4
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 0.93691406 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0101s; samplesPerSecond = 126884.7
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 0.97519531 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130512.4
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 0.92470703 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 127781.5
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 0.97500000 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0100s; samplesPerSecond = 128418.6
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 0.98364258 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130573.6
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 0.94804687 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0102s; samplesPerSecond = 124937.8
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 0.97993164 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129820.1
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 0.97534180 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131072.3
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 0.97807617 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127402.5
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 0.91098633 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127568.8
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 1.02587891 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130907.5
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 0.96386719 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130236.2
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 0.95737305 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 128754.5
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 0.97119141 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129891.2
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 0.93417969 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129161.2
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 0.94912109 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130578.9
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 0.92075195 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 127544.7
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 0.99238281 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0100s; samplesPerSecond = 128484.4
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 0.95830078 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 129975.6
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 0.93505859 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128485.7
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 0.94970703 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0102s; samplesPerSecond = 125898.7
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 0.92812500 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129481.3
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 1.00556641 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0100s; samplesPerSecond = 127991.0
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 0.96025391 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130139.5
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 0.98359375 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130805.8
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 0.93300781 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 128587.6
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 0.95029297 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 129959.8
01/16/2018 22:33:47:  Epoch[11 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 0.95766602 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129520.6
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 0.96572266 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0102s; samplesPerSecond = 125822.0
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 0.95258789 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128233.4
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 0.90268555 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 127213.8
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 0.96733398 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130010.0
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 0.96411133 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130751.0
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 0.99526367 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0100s; samplesPerSecond = 128149.9
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 1.04658203 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0101s; samplesPerSecond = 126271.3
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 0.98432617 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 130144.8
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 0.93959961 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129435.4
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 0.90029297 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130574.9
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 0.93393555 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130352.9
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 0.97080078 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 127923.2
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 0.97153320 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130982.5
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 0.96586914 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0101s; samplesPerSecond = 127210.0
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 0.95458984 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129266.8
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 0.97089844 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130600.3
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 0.94521484 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 129983.5
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 0.96503906 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0101s; samplesPerSecond = 127288.5
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 0.96762695 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130853.9
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 1.03208008 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0099s; samplesPerSecond = 129148.1
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 0.92187500 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 127156.9
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 0.98002930 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130908.8
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 0.94536133 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0100s; samplesPerSecond = 128255.2
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 0.97221680 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 129986.2
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 1.00170898 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0101s; samplesPerSecond = 127039.6
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 0.94233398 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129636.0
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 0.89399414 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130424.6
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 1.04096680 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0101s; samplesPerSecond = 126384.8
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 0.94086914 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 128665.2
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 0.98999023 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130549.6
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 0.94350586 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130158.0
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 0.92431641 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 126970.3
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 0.99189453 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130720.3
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 0.86411133 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0099s; samplesPerSecond = 128999.7
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 0.91811523 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130221.6
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 0.88940430 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130705.6
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 0.94375000 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 129624.2
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 0.94619141 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 131061.6
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 0.93051758 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0101s; samplesPerSecond = 126398.5
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 1.01196289 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130016.6
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 0.93002930 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129102.5
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 0.99521484 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 129027.1
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 0.97304687 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0102s; samplesPerSecond = 125152.8
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 0.93579102 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130570.9
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 0.98393555 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 128498.6
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 0.92934570 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 128532.1
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 0.87236328 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130540.3
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 0.95454102 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0101s; samplesPerSecond = 126511.0
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 1.01772461 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130681.6
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 0.93027344 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 0.95727539 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0101s; samplesPerSecond = 126896.0
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 0.98886719 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130693.6
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 0.99179688 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0110s; samplesPerSecond = 116127.2
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 1.00942383 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 128754.5
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 1.00039063 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130816.5
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 0.97880859 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129863.5
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 0.90610352 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127713.9
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 0.98583984 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130453.8
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 0.92036133 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129175.5
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 0.98901367 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127459.6
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 0.96054688 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130602.9
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 0.91264648 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130343.6
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 0.93598633 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130831.2
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 1.02060547 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0102s; samplesPerSecond = 125545.6
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 0.98867187 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0100s; samplesPerSecond = 128579.9
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 0.97802734 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130841.9
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 0.92421875 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128021.8
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 0.96040039 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0101s; samplesPerSecond = 126235.2
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 1.00131836 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 130592.3
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 0.98403320 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129854.3
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 0.95073242 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 129818.8
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 0.98134766 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130541.6
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 0.92348633 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0101s; samplesPerSecond = 127289.7
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 1.05976563 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 130346.2
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 0.94584961 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130180.5
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 0.93999023 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127506.5
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 0.96948242 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130935.6
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 0.99316406 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0100s; samplesPerSecond = 128135.8
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 0.98359375 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 129961.1
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 0.90991211 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130727.0
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 1.01464844 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 130053.5
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 0.95986328 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0101s; samplesPerSecond = 126765.3
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 0.99018555 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130720.3
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 1.04521484 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130399.3
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 0.98159180 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129729.3
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 0.98251953 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 0.95961914 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129448.5
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 0.93125000 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130580.3
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 0.97700195 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 127454.5
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 0.98574219 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0100s; samplesPerSecond = 128292.5
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 0.96391602 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130700.3
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 1.02709961 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 127432.9
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 0.97416992 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 128651.0
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 0.94428711 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130817.8
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 0.92290039 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 128665.2
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 1.04233398 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0101s; samplesPerSecond = 127230.3
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 1.00400391 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130528.3
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 0.94150391 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 127987.2
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 0.93593750 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130949.0
01/16/2018 22:33:48:  Epoch[11 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 0.92797852 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127794.3
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 0.94614258 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128289.9
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 0.94467773 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130698.9
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 0.95546875 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0101s; samplesPerSecond = 127251.8
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 0.95595703 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127617.1
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 0.94746094 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130648.2
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 0.91440430 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129650.5
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 0.98896484 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0101s; samplesPerSecond = 126383.6
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 0.97514648 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130772.4
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 0.98041992 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0099s; samplesPerSecond = 129303.4
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 0.90659180 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130696.3
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 1.00322266 * 1280; EvalClassificationError = 0.35234375 * 1280; time = 0.0098s; samplesPerSecond = 130588.3
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 0.92856445 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129620.3
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 0.93159180 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130492.4
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 1.00068359 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0102s; samplesPerSecond = 125388.2
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 0.99609375 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129502.2
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 0.92900391 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130568.3
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 0.99199219 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0101s; samplesPerSecond = 127348.0
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 0.99409180 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0101s; samplesPerSecond = 126488.5
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 0.98002930 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130835.2
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 0.97290039 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 129276.0
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 0.91860352 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 127708.8
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 0.90209961 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129831.9
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 0.97177734 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0101s; samplesPerSecond = 126389.8
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 0.95634766 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130727.0
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 0.96040039 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 127258.1
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 0.94057617 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129803.0
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 1.01601563 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130384.7
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 0.97685547 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0101s; samplesPerSecond = 126622.3
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 0.91894531 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 129142.9
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 0.99799805 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130759.0
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 0.98657227 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130761.7
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 0.99521484 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0100s; samplesPerSecond = 127960.3
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 0.93994141 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130721.6
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 0.97070312 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0101s; samplesPerSecond = 127317.6
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 0.94179687 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130155.4
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 0.95419922 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130604.2
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 0.96767578 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130226.9
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 0.96411133 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130561.6
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 0.95795898 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 128665.2
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 0.95175781 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129265.5
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 0.94521484 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130907.5
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 0.96967773 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130113.0
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 0.92387695 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127882.3
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 1.00615234 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130864.6
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 0.97221680 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 128847.8
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 1.01562500 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130841.9
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 0.96445313 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130753.7
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 0.96420898 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 128385.2
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 1.00151367 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130816.5
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 0.94780273 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 128453.4
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 0.93569336 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130870.0
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 0.93315430 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 0.99287109 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0101s; samplesPerSecond = 126582.3
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 0.94892578 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130436.6
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 0.99946289 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129829.3
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 0.94965820 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130572.3
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 0.96689453 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129490.4
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 0.91025391 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130532.3
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 0.92128906 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 126918.7
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 0.96044922 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130608.2
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 1.02031250 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0100s; samplesPerSecond = 128110.2
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 1.01679688 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0099s; samplesPerSecond = 129785.9
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 1.01547852 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130644.2
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 0.99208984 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0101s; samplesPerSecond = 127064.8
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 1.00200195 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 128713.1
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 0.98505859 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130630.9
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 0.97177734 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0101s; samplesPerSecond = 126828.1
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 0.96352539 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0102s; samplesPerSecond = 125851.7
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 0.94672852 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130753.7
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 1.03037109 * 1280; EvalClassificationError = 0.35156250 * 1280; time = 0.0102s; samplesPerSecond = 125450.8
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 0.96508789 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0152s; samplesPerSecond = 84471.7
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 0.99331055 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130541.6
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 0.97983398 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0131s; samplesPerSecond = 97736.8
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 0.93364258 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127715.2
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 0.99946289 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 127678.3
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 0.91508789 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130449.8
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 0.97905273 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0101s; samplesPerSecond = 126499.7
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 0.94970703 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 128627.7
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 0.95429688 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130525.7
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 0.93920898 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129767.4
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 1.00869141 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0098s; samplesPerSecond = 130491.1
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 0.94321289 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 127896.4
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 0.99223633 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0099s; samplesPerSecond = 128698.8
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 0.95034180 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130993.2
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 0.99833984 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130781.7
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 1.01835937 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130167.3
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 0.97670898 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130844.6
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 1.01967773 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0100s; samplesPerSecond = 128378.7
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 0.99213867 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0101s; samplesPerSecond = 126771.6
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 0.96318359 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130694.9
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 1.00937500 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0099s; samplesPerSecond = 129266.8
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 0.96557617 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130299.8
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 1.01943359 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0101s; samplesPerSecond = 126811.8
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 0.99389648 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 128612.2
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 0.95244141 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130836.5
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 0.88310547 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129818.8
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 0.98691406 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 127377.1
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 0.90913086 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130601.6
01/16/2018 22:33:49:  Epoch[11 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 0.93256836 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130087.9
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 0.95717773 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130266.6
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 0.92705078 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129618.9
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 1.03115234 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0102s; samplesPerSecond = 125116.1
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 1.00507813 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 127860.6
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 0.94526367 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130763.0
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 1.00981445 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130350.2
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 0.88354492 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130642.9
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 0.99062500 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0102s; samplesPerSecond = 125830.7
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 1.01767578 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0099s; samplesPerSecond = 129699.1
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 0.95874023 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130820.5
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 0.96704102 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 128479.2
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 0.96308594 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130723.0
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 1.01972656 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 130641.6
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 0.99995117 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129531.1
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 0.95825195 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129903.1
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 0.96093750 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130606.9
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 1.01948242 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0099s; samplesPerSecond = 129213.3
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 0.95483398 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130781.7
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 0.91689453 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0101s; samplesPerSecond = 127018.1
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 0.98847656 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 129718.8
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 0.99194336 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130979.8
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 0.93608398 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129270.7
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 0.96313477 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0101s; samplesPerSecond = 126776.6
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 1.02529297 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130330.3
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 0.99438477 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 129290.3
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 1.04472656 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0099s; samplesPerSecond = 129770.1
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 0.89135742 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130368.8
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 0.94082031 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0102s; samplesPerSecond = 125882.7
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 0.93217773 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130684.3
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 0.96865234 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130732.3
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 1.04399414 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0099s; samplesPerSecond = 129860.9
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 0.96142578 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130768.4
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 0.91879883 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0102s; samplesPerSecond = 125492.7
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 0.95400391 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130322.3
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 0.95927734 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130461.8
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 0.95000000 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 128367.1
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 0.94707031 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129126.0
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 0.95283203 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130688.3
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 1.03066406 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0102s; samplesPerSecond = 125112.4
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 0.96918945 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129654.4
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 0.96538086 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0101s; samplesPerSecond = 127325.2
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 0.94638672 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0101s; samplesPerSecond = 127282.1
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 0.95244141 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130863.3
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 0.92275391 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0103s; samplesPerSecond = 124582.7
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 0.93627930 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130146.1
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 0.96557617 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130817.8
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 1.01059570 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 127772.6
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 0.94628906 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0103s; samplesPerSecond = 124251.3
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 0.91191406 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 0.88745117 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 129007.5
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 0.93950195 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0101s; samplesPerSecond = 127057.2
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 0.92744141 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130800.4
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 0.92231445 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0102s; samplesPerSecond = 125064.7
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 0.91264648 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130710.9
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 1.05039062 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130552.3
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 0.94897461 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 129076.5
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 0.94326172 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130841.9
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 0.95532227 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0102s; samplesPerSecond = 125380.8
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 0.97050781 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130225.6
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 0.96005859 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130803.1
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 0.96909180 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 127459.6
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 1.01640625 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0109s; samplesPerSecond = 116939.8
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 0.93452148 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130574.9
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 1.00942383 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0102s; samplesPerSecond = 125676.2
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 0.93432617 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127697.4
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 0.99604492 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130908.8
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 0.99096680 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130870.0
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 0.94643555 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 128065.3
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 0.96884766 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130796.4
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 0.98237305 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128155.1
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 0.92626953 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130839.2
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 1.01611328 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 129415.8
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 0.97973633 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0101s; samplesPerSecond = 126644.9
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 0.97622070 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130517.7
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 0.97060547 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129506.2
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 0.97153320 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130002.0
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 0.97719727 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130809.8
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 0.96806641 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0103s; samplesPerSecond = 124597.2
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 0.94033203 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127893.8
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 1.02343750 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130949.0
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 0.92109375 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129333.4
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 0.99121094 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130949.0
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 1.00629883 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0101s; samplesPerSecond = 126149.4
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 0.91538086 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130565.6
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 0.99008789 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130215.0
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 0.93774414 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129269.4
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 0.95102539 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 128112.7
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 0.96582031 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130633.6
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 0.95874023 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0102s; samplesPerSecond = 125964.4
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 1.02822266 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0100s; samplesPerSecond = 127720.3
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 0.96220703 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130713.6
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 0.94824219 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129776.6
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 0.96884766 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130616.2
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 0.94257813 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130095.8
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 1.00048828 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 128819.3
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 0.94628906 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130720.3
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 0.91406250 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130685.6
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 0.95654297 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 128812.8
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 0.98037109 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130609.6
01/16/2018 22:33:50:  Epoch[11 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 0.98652344 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0099s; samplesPerSecond = 129245.9
01/16/2018 22:33:51:  Epoch[11 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 0.98134766 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0100s; samplesPerSecond = 128337.5
01/16/2018 22:33:51:  Epoch[11 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 0.96835938 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130289.2
01/16/2018 22:33:51:  Epoch[11 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 0.93330078 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 127618.4
01/16/2018 22:33:51:  Epoch[11 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 1.02138672 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 130590.9
01/16/2018 22:33:51:  Epoch[11 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 0.93925781 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131049.5
01/16/2018 22:33:51:  Epoch[11 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 0.92988281 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 128427.7
01/16/2018 22:33:51:  Epoch[11 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 0.98056641 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130712.3
01/16/2018 22:33:51:  Epoch[11 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 0.92158203 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129452.5
01/16/2018 22:33:51:  Epoch[11 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 0.96630859 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129933.4
01/16/2018 22:33:51:  Epoch[11 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 0.97490234 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 130560.3
01/16/2018 22:33:51:  Epoch[11 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 0.90146484 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130006.0
01/16/2018 22:33:51:  Epoch[11 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 0.95361328 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 128196.1
01/16/2018 22:33:51:  Epoch[11 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 0.94609375 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130484.4
01/16/2018 22:33:51:  Epoch[11 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 0.94746094 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0101s; samplesPerSecond = 127288.5
01/16/2018 22:33:51:  Epoch[11 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 1.00039063 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 128616.1
01/16/2018 22:33:51:  Epoch[11 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 0.98125000 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130779.1
01/16/2018 22:33:51:  Epoch[11 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 0.96767578 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0100s; samplesPerSecond = 128431.5
01/16/2018 22:33:51:  Epoch[11 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 0.96074219 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 131026.7
01/16/2018 22:33:51:  Epoch[11 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 0.95312500 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 127846.6
01/16/2018 22:33:51:  Epoch[11 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 0.95859375 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129137.7
01/16/2018 22:33:51:  Epoch[11 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 1.02666016 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130652.2
01/16/2018 22:33:51:  Epoch[11 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 0.97285156 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130461.8
01/16/2018 22:33:51:  Epoch[11 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 0.93613281 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127822.3
01/16/2018 22:33:51: Finished Epoch[11 of 25]: [Training] CrossEntropyWithSoftmax = 0.96519475 * 1124823; EvalClassificationError = 0.31443080 * 1124823; totalSamplesSeen = 12373053; learningRatePerSample = 0.0009765625; epochTime=8.80827s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:33:51: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.24120169 * 122487; perplexity = 3.45976854; EvalClassificationError = 0.39182117 * 122487
01/16/2018 22:33:51: Finished Epoch[11 of 25]: [Validate] CrossEntropyWithSoftmax = 1.24120169 * 122487; EvalClassificationError = 0.39182117 * 122487
01/16/2018 22:33:51: SGD: Saving checkpoint model '/tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.11'

01/16/2018 22:33:51: Starting Epoch 12: learning rate per sample = 0.000977  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 11: frames [12373053..13497876] (first utterance at frame 12373053), data subset 0 of 1, with 1 datapasses

01/16/2018 22:33:52: Starting minibatch loop.
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 0.96050625 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0101s; samplesPerSecond = 127345.4
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 0.97069340 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0101s; samplesPerSecond = 127273.3
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 0.89699192 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129003.6
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 0.93301868 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130634.9
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 1.03987045 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 128937.4
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 0.95576973 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130582.9
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 0.97201920 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127823.6
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 0.90091019 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127713.9
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 0.93865814 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 0.91217422 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129021.9
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 0.92461777 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129641.3
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 1.03236313 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130781.7
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 0.92919235 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 128949.1
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 0.97901535 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 129057.0
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 0.93951874 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130712.3
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 0.92377625 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130270.6
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 0.98736877 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130900.8
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 0.97961426 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 128773.9
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 0.94339752 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128378.7
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 0.94397278 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130733.6
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 0.91205597 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129820.1
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 0.94519958 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129406.7
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 0.91717987 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130552.3
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 0.89411774 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127956.5
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 0.93592987 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129709.6
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 0.91550598 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130249.4
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 0.93307953 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130162.0
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 0.98858490 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130121.0
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 0.95335388 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0100s; samplesPerSecond = 128049.9
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 0.98334961 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130049.6
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 0.92044983 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130733.6
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 0.96159363 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129846.4
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 0.92256775 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127979.5
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 0.92418213 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 128877.7
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 0.93697815 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130085.3
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 0.91798401 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129883.3
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 0.98331604 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130347.6
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 0.90913696 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 127799.4
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 0.95710144 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130779.1
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 0.91878662 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127742.0
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 0.89339905 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130560.3
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 0.93810730 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 0.99812622 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0101s; samplesPerSecond = 127340.4
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 0.90570679 * 1280; EvalClassificationError = 0.26640625 * 1280; time = 0.0100s; samplesPerSecond = 127855.5
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 0.94836121 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 131009.3
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 0.95362549 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130258.7
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 0.94214783 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127506.5
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 0.93038940 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130098.5
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 0.91803284 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0144s; samplesPerSecond = 89000.1
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 0.94417725 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 128413.5
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 0.96524353 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130487.1
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 0.99629517 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 127665.5
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 0.94946289 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0102s; samplesPerSecond = 125656.5
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 0.97117920 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 130449.8
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 0.95435181 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 0.96495972 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130245.4
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 0.97528687 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130768.4
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 0.97630615 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0102s; samplesPerSecond = 125550.5
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 0.91744385 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 128527.0
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 0.93562012 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130192.4
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 0.90800171 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130139.5
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 0.93315430 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130463.1
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 0.93352051 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 126192.9
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 0.99592285 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130236.2
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 1.00590820 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130871.3
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 0.91281128 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130335.6
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 0.91583862 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0101s; samplesPerSecond = 126265.1
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 1.01475830 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130763.0
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 0.92859497 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129599.3
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 0.96439209 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129857.0
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 0.93351440 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130771.0
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 0.95131836 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0103s; samplesPerSecond = 124405.9
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 0.92528076 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128634.2
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 0.95625610 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130508.4
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 0.93990479 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129328.2
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 0.92089844 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130650.9
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 0.95822754 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0101s; samplesPerSecond = 126721.4
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 1.00158691 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130415.3
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 0.97055054 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130532.3
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 0.90407104 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 126596.0
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 0.95534058 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129285.1
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 0.96176758 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131087.1
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 0.94219971 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 126613.6
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 0.91141357 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128236.0
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 1.01264648 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129916.3
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 0.93278198 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 128528.3
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 0.93644409 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130508.4
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 0.99351196 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0103s; samplesPerSecond = 124189.9
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 0.88461914 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129059.6
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 0.89039917 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130548.3
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 0.96967773 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0100s; samplesPerSecond = 128586.4
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 0.89271851 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0103s; samplesPerSecond = 124801.3
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 0.98515625 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130788.4
01/16/2018 22:33:52:  Epoch[12 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 0.93206177 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 128797.3
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 0.96394043 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 127717.7
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 0.90408936 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130544.3
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 0.88439941 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0102s; samplesPerSecond = 124901.2
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 0.87543945 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 127941.1
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 0.93222046 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 0.95297241 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130696.3
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 0.92016602 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 0.94177856 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0102s; samplesPerSecond = 124912.2
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 0.95621338 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130475.1
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 0.92974243 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130777.7
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 0.93897705 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129223.7
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 0.97030029 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130065.4
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 0.96474609 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130303.8
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 0.93065796 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0103s; samplesPerSecond = 124708.9
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 0.93895874 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130471.1
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 1.01926270 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130820.5
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 0.97495117 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 129208.1
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 1.04852295 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0098s; samplesPerSecond = 130144.8
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 0.87584229 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 127577.7
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 0.97803955 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 129932.1
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 0.94842529 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130617.6
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 0.94185791 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 128831.0
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 0.98212891 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0101s; samplesPerSecond = 126726.4
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 1.00584717 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130551.0
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 0.98016357 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 128881.5
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 0.95821533 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0101s; samplesPerSecond = 127004.3
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 0.96893311 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130788.4
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 0.93070068 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129200.3
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 0.93652344 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130749.7
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 0.97187500 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130102.5
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 0.95360107 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128099.9
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 0.97294922 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130628.2
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 0.98021240 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 129350.4
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 1.00682373 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0099s; samplesPerSecond = 129703.0
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 0.97293701 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130815.1
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 0.98428955 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0100s; samplesPerSecond = 127767.5
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 0.92691650 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130233.5
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 0.93138428 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 131006.6
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 0.88038330 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130269.3
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 0.97303467 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130177.9
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 0.98364258 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130664.2
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 0.92236328 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127485.0
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 1.00780029 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130119.6
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 0.97214355 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0102s; samplesPerSecond = 126071.1
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 1.00910645 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0099s; samplesPerSecond = 129076.5
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 0.91110840 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130335.6
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 0.98181152 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0099s; samplesPerSecond = 129830.6
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 0.98813477 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128374.9
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 0.98109131 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 130926.2
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 0.94228516 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 128962.1
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 0.84031982 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0099s; samplesPerSecond = 128958.2
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 0.92321777 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 131045.5
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 0.99370117 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 127656.6
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 0.84370117 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0098s; samplesPerSecond = 130636.2
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 0.91501465 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0101s; samplesPerSecond = 127275.8
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 0.93140869 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130559.0
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 0.99140625 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 129979.6
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 0.93636475 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0102s; samplesPerSecond = 125729.3
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 0.94487305 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0101s; samplesPerSecond = 127072.4
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 0.88538818 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130602.9
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 0.98204346 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130258.7
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 0.98282471 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 129060.9
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 0.98869629 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129427.6
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 0.99997559 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0101s; samplesPerSecond = 127110.2
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 0.99786377 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130781.7
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 0.96488037 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130653.6
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 0.92014160 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129255.1
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 1.00321045 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 0.96699219 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0100s; samplesPerSecond = 128047.4
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 0.98439941 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130056.2
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 0.87799072 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 130862.0
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 0.96605225 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130056.2
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 0.92501221 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127758.5
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 0.92780762 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130839.2
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 0.94173584 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130321.0
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 0.93359375 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128541.2
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 0.98443604 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130654.9
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 0.91511230 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0102s; samplesPerSecond = 125149.1
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 0.92775879 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131056.2
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 0.96589355 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130387.4
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 1.00256348 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130391.4
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 0.95561523 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130876.7
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 0.93359375 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0101s; samplesPerSecond = 126937.5
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 0.95290527 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127726.7
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 0.99442139 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130887.4
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 0.99306641 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 128979.0
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 0.96589355 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129329.5
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 0.96684570 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130374.1
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 0.95140381 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0101s; samplesPerSecond = 127203.7
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 0.97492676 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130697.6
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 0.92467041 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 128741.6
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 0.92072754 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 128851.7
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 0.96109619 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130580.3
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 0.88730469 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128383.9
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 1.01359863 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130031.1
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 0.91372070 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130763.0
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 0.98291016 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0099s; samplesPerSecond = 129001.0
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 1.00987549 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0101s; samplesPerSecond = 126634.9
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 0.94659424 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130666.9
01/16/2018 22:33:53:  Epoch[12 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 0.96164551 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129342.6
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 0.95457764 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130848.6
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 0.94128418 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 127997.4
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 0.98175049 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0100s; samplesPerSecond = 127992.3
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 0.97515869 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 128636.8
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 0.96401367 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 127654.1
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 0.93834229 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128129.4
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 0.91715088 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130642.9
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 0.96068115 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0100s; samplesPerSecond = 127743.2
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 1.02293701 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0100s; samplesPerSecond = 128436.7
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 0.94631348 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130785.7
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 0.93930664 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130128.9
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 0.96392822 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130586.9
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 0.93035889 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130853.9
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 0.99495850 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 128280.9
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 0.91331787 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129192.4
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 0.95437012 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 129998.1
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 0.99942627 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130926.2
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 0.96533203 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130674.9
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 0.98082275 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 127486.2
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 0.98232422 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 128362.0
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 0.93159180 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 0.90947266 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0105s; samplesPerSecond = 121452.5
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 0.93122559 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0101s; samplesPerSecond = 126364.8
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 0.97006836 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130342.3
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 0.98056641 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0100s; samplesPerSecond = 127729.2
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 0.94416504 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130743.0
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 0.95397949 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130364.8
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 0.92529297 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 128026.9
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 0.94873047 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130511.0
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 0.92353516 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 127775.1
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 0.92324219 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129286.4
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 0.93613281 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130907.5
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 0.95214844 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127509.1
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 0.99675293 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 128894.5
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 0.89382324 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130503.0
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 1.04523926 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130043.0
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 0.92937012 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130660.2
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 0.97792969 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130751.0
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 0.97126465 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 127969.3
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 0.98127441 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 129453.8
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 0.97946777 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129084.3
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 0.93645020 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130093.2
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 1.01931152 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130895.4
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 0.94682617 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0102s; samplesPerSecond = 125265.5
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 0.90751953 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129093.4
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 0.92268066 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130779.1
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 0.95493164 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129066.1
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 0.91411133 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129262.9
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 0.89938965 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130764.4
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 0.96059570 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 128568.3
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 0.94140625 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130874.0
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 0.96643066 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0099s; samplesPerSecond = 128810.2
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 0.98278809 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0101s; samplesPerSecond = 126516.0
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 0.95236816 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130936.9
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 0.98642578 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 129863.5
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 1.01337891 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130360.8
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 0.97238770 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130669.6
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 0.97456055 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129735.9
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 0.95197754 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128396.7
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 0.91972656 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129857.0
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 0.98071289 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 129720.1
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 0.96162109 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 130672.2
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 0.93896484 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129292.9
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 0.98686523 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0102s; samplesPerSecond = 125051.3
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 0.96291504 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130864.6
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 0.95258789 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 128689.8
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 0.96374512 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130032.4
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 0.98508301 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 130820.5
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 0.98337402 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0101s; samplesPerSecond = 126356.1
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 0.96635742 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0099s; samplesPerSecond = 129787.2
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 0.92792969 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130728.3
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 0.95788574 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130113.0
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 0.93049316 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130724.3
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 0.91406250 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0103s; samplesPerSecond = 124171.8
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 0.96318359 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 128630.3
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 0.90419922 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130602.9
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 1.00065918 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 128515.3
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 0.89360352 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 128297.7
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 1.02292480 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 0.94919434 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128205.1
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 0.89746094 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128369.7
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 0.97546387 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130559.0
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 0.95756836 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0100s; samplesPerSecond = 128164.0
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 0.97456055 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 128306.7
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 1.00458984 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130936.9
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 0.96975098 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0101s; samplesPerSecond = 126695.0
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 0.98767090 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 130509.7
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 0.88635254 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127380.9
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 0.94729004 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0102s; samplesPerSecond = 125755.3
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 0.90703125 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130716.3
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 0.95517578 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129221.1
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 1.00695801 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 128868.6
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 1.03867187 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130564.3
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 0.96813965 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 127631.1
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 0.91816406 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130682.9
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 0.96086426 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130724.3
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 0.97348633 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 128877.7
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 0.96337891 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130551.0
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 0.99116211 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0101s; samplesPerSecond = 126303.7
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 0.99814453 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0099s; samplesPerSecond = 129826.7
01/16/2018 22:33:54:  Epoch[12 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 0.94565430 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130682.9
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 0.88085938 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0101s; samplesPerSecond = 127255.6
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 0.96616211 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130581.6
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 0.93134766 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130729.6
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 0.93935547 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130512.4
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 0.99719238 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 128657.4
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 0.95473633 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130760.4
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 0.96982422 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0102s; samplesPerSecond = 125903.7
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 0.92485352 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 129958.5
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 0.97751465 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130524.3
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 1.00473633 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0099s; samplesPerSecond = 129637.3
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 0.96362305 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130813.8
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 1.04675293 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0099s; samplesPerSecond = 129357.0
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 0.92817383 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0105s; samplesPerSecond = 121530.9
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 0.95415039 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130723.0
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 1.02641602 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130003.4
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 1.07495117 * 1280; EvalClassificationError = 0.34375000 * 1280; time = 0.0098s; samplesPerSecond = 130150.1
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 0.93071289 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130938.3
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 0.87331543 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 127768.7
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 0.90903320 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128046.1
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 0.95097656 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130549.6
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 0.93210449 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130348.9
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 0.90148926 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130777.7
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 0.89819336 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0102s; samplesPerSecond = 125878.9
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 0.95329590 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 128696.2
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 0.92705078 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130832.5
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 0.92543945 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129934.7
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 0.97307129 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0101s; samplesPerSecond = 127240.4
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 1.01379395 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130685.6
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 0.92460937 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 128768.7
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 0.97910156 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130085.3
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 0.99089355 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130609.6
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 0.94130859 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127476.1
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 0.92768555 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130800.4
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 0.96569824 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0100s; samplesPerSecond = 127654.1
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 0.97858887 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130146.1
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 0.99538574 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130650.9
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 0.94414062 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 128798.6
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 0.94082031 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0102s; samplesPerSecond = 125836.9
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 0.92204590 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130285.2
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 0.93305664 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129863.5
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 0.96967773 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 128884.1
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 0.99147949 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130775.0
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 0.95346680 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0101s; samplesPerSecond = 127337.8
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 0.92683105 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130504.4
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 0.95634766 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130553.6
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 1.00976562 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0100s; samplesPerSecond = 128485.7
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 0.94665527 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130236.2
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 0.94377441 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130668.2
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 0.93071289 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130496.4
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 0.95302734 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 131115.3
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 0.99262695 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130229.5
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 0.90866699 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0101s; samplesPerSecond = 127288.5
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 0.92568359 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130771.0
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 0.97756348 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128328.5
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 0.97082520 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130069.4
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 0.95227051 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130717.6
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 0.98054199 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0100s; samplesPerSecond = 127920.7
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 0.93403320 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130983.8
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 0.95134277 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128142.2
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 0.97053223 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0099s; samplesPerSecond = 129371.3
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 1.00388184 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130644.2
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 0.91569824 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130685.6
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 0.96296387 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0101s; samplesPerSecond = 126155.6
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 0.95708008 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130602.9
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 0.92229004 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129826.7
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 0.97741699 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130553.6
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 1.00183105 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 130439.2
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 0.92888184 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0101s; samplesPerSecond = 126838.2
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 0.98803711 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130274.6
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 0.95566406 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 128494.7
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 0.99191895 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129059.6
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 0.90908203 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130269.3
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 0.98706055 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0099s; samplesPerSecond = 129299.5
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 0.96320801 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 128705.3
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 0.93671875 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130682.9
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 1.00166016 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129825.3
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 0.91533203 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0103s; samplesPerSecond = 123891.7
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 1.00246582 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130410.0
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 0.94289551 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129885.9
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 0.97065430 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130717.6
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 0.99345703 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0100s; samplesPerSecond = 127957.8
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 0.99150391 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0100s; samplesPerSecond = 127579.0
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 0.88393555 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130633.6
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 0.97687988 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 128359.4
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 0.92836914 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128244.9
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 1.01250000 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 130867.3
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 0.95615234 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129930.8
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 0.95803223 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0101s; samplesPerSecond = 126327.4
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 0.97050781 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130771.0
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 0.94577637 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0100s; samplesPerSecond = 128640.6
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 0.93378906 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 129196.4
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 1.02392578 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130753.7
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 0.98344727 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127674.4
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 0.94731445 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130594.9
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 0.94006348 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130124.9
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 0.93823242 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130053.5
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 0.98759766 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130825.8
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 0.95095215 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0100s; samplesPerSecond = 128329.8
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 0.88317871 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0101s; samplesPerSecond = 126583.5
01/16/2018 22:33:55:  Epoch[12 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 0.96169434 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130662.9
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 0.95312500 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 129663.6
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 0.96367187 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129925.5
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 1.03054199 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 130757.7
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 1.01018066 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 127684.6
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 0.96162109 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130441.9
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 0.97219238 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129367.4
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 0.91337891 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 127824.9
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 0.91906738 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130019.2
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 0.95971680 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130311.7
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 1.00744629 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 127886.2
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 0.96513672 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130282.6
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 0.97883301 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129550.7
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 0.97329102 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 128783.0
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 0.97502441 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130130.2
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 0.91740723 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129842.5
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 0.95671387 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 129354.3
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 0.96647949 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129149.4
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 0.93334961 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 127199.9
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 0.94204102 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130177.9
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 0.94123535 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130171.3
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 0.91469727 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129872.8
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 0.97792969 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130761.7
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 0.99768066 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0101s; samplesPerSecond = 127119.1
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 0.93444824 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130265.3
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 0.94995117 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130812.5
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 0.91462402 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129942.6
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 0.98439941 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 0.99616699 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0101s; samplesPerSecond = 126985.4
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 0.91882324 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130543.0
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 0.96799316 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130451.2
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 0.95986328 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0099s; samplesPerSecond = 129758.2
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 0.92792969 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 127698.6
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 0.97556152 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130898.1
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 0.96643066 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127707.5
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 0.93786621 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129262.9
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 0.91777344 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131038.8
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 0.91645508 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130065.4
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 0.95112305 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130784.4
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 0.99609375 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0102s; samplesPerSecond = 125278.9
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 0.96704102 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0099s; samplesPerSecond = 129858.3
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 0.99589844 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130668.2
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 1.02426758 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0100s; samplesPerSecond = 128376.1
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 0.94584961 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0103s; samplesPerSecond = 124681.0
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 0.94111328 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0099s; samplesPerSecond = 128762.3
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 0.96967773 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129120.8
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 0.92832031 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 127902.8
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 0.97290039 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130946.3
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 0.90112305 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128019.2
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 0.93872070 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129825.3
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 0.97783203 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130686.9
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 0.90273437 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128029.4
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 0.92807617 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130684.3
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 0.98227539 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 129916.3
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 0.95825195 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 129755.6
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 0.93916016 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130840.5
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 0.88764648 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0101s; samplesPerSecond = 126922.4
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 0.92416992 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130367.5
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 1.05024414 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0098s; samplesPerSecond = 130394.0
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 0.95029297 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129870.1
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 0.93862305 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 131001.2
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 0.96694336 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130757.7
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 0.96621094 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128595.4
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 0.97451172 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130797.8
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 0.92402344 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127635.0
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 0.96054688 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129287.7
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 0.89516602 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130705.6
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 0.96538086 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0100s; samplesPerSecond = 128617.4
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 0.96723633 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 127759.8
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 0.92148438 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130559.0
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 1.04018555 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0099s; samplesPerSecond = 129324.3
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 0.93281250 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 128821.9
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 0.99003906 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 0.95502930 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127946.3
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 0.93544922 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130653.6
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 0.96850586 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 128110.2
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 0.93129883 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127778.9
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 0.91899414 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130684.3
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 0.94516602 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127565.0
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 0.91035156 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0101s; samplesPerSecond = 126632.4
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 0.91464844 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130954.3
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 0.98032227 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129521.9
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 0.92319336 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127576.4
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 0.95419922 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130959.7
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 0.98071289 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 128847.8
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 0.99023438 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 128316.9
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 0.97954102 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130006.0
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 0.93598633 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130785.7
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 0.84609375 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130710.9
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 0.98403320 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0101s; samplesPerSecond = 127266.9
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 0.90439453 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 128709.2
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 1.00312500 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130755.0
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 0.95546875 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128476.6
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 0.94179687 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0102s; samplesPerSecond = 125345.2
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 0.99375000 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0099s; samplesPerSecond = 129808.2
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 1.06240234 * 1280; EvalClassificationError = 0.34687500 * 1280; time = 0.0099s; samplesPerSecond = 129157.2
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 0.93378906 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0101s; samplesPerSecond = 127242.9
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 0.89980469 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130469.8
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 0.96250000 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 128912.7
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 0.99384766 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130819.2
01/16/2018 22:33:56:  Epoch[12 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 0.91035156 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 127836.4
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 0.94433594 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129436.7
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 0.94760742 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130769.7
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 0.93588867 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 127369.5
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 0.90585938 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129879.4
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 0.90908203 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130839.2
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 0.93032227 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129783.2
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 0.95131836 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128279.6
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 1.01162109 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130867.3
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 0.92822266 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 128901.0
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 0.98369141 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130827.2
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 0.85415039 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0101s; samplesPerSecond = 127016.9
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 0.95937500 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130166.0
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 0.95751953 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130529.7
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 0.95747070 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 128084.5
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 0.96425781 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 127914.3
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 0.88476562 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 0.89545898 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129913.6
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 0.95781250 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128178.2
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 0.94570312 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130524.3
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 1.00878906 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0100s; samplesPerSecond = 128078.1
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 0.96621094 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129465.6
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 0.96987305 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 130760.4
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 0.96035156 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0101s; samplesPerSecond = 127093.8
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 0.94887695 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130054.9
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 0.89501953 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130724.3
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 0.95180664 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128434.1
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 0.93691406 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130837.9
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 0.94140625 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 127636.2
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 0.93696289 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127580.3
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 0.94272461 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130749.7
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 0.95175781 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0097s; samplesPerSecond = 132402.4
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 0.90292969 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129135.1
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 0.96669922 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 129249.8
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 0.98095703 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0099s; samplesPerSecond = 128969.9
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 0.94541016 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130604.2
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 0.95063477 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130073.4
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 0.90463867 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 128767.5
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 0.88872070 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130378.1
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 0.94628906 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0102s; samplesPerSecond = 125672.5
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 0.95576172 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129607.1
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 0.93056641 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129166.4
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 0.96035156 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0101s; samplesPerSecond = 126176.7
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 0.96469727 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128430.2
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 0.93994141 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130764.4
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 0.94541016 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 129003.6
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 0.95629883 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130588.3
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 0.93037109 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127528.1
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 1.02270508 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0101s; samplesPerSecond = 126132.0
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 0.96977539 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130836.5
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 0.93471680 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130035.0
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 0.96313477 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 129751.6
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 0.94995117 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130860.6
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 0.92509766 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0100s; samplesPerSecond = 127837.6
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 0.94960937 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129055.7
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 0.91328125 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130226.9
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 1.01455078 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130056.2
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 0.91142578 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 126911.1
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 0.95581055 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129805.6
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 1.01767578 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0100s; samplesPerSecond = 127486.2
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 0.91191406 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130440.5
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 0.91909180 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128247.5
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 0.94082031 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 128829.7
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 0.96542969 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130298.5
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 0.97656250 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 127683.3
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 0.99262695 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0100s; samplesPerSecond = 127615.9
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 0.97197266 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130508.4
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 0.98608398 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 128216.7
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 0.95390625 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 128041.0
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 0.89731445 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130751.0
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 0.96606445 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129422.4
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 1.01040039 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130439.2
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 0.95917969 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 128052.5
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 1.00053711 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 128067.9
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 0.93198242 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130735.0
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 0.93159180 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130403.3
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 0.94140625 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130225.6
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 0.96206055 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130700.3
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 1.05517578 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0101s; samplesPerSecond = 126738.9
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 0.93793945 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128468.9
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 0.95698242 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130127.6
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 0.93691406 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129135.1
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 0.98774414 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 128044.8
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 0.85957031 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130452.5
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 1.00576172 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128517.9
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 0.94306641 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0101s; samplesPerSecond = 126843.2
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 0.99711914 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0099s; samplesPerSecond = 128968.6
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 0.96850586 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0099s; samplesPerSecond = 129810.9
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 0.94223633 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130218.9
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 0.94648438 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0101s; samplesPerSecond = 126191.7
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 0.91083984 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129828.0
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 1.01474609 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130492.4
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 0.96127930 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0101s; samplesPerSecond = 127218.9
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 0.98046875 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 127557.4
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 0.94594727 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130682.9
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 0.96010742 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 128840.0
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 0.98789063 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130784.4
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 0.99516602 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0101s; samplesPerSecond = 127197.4
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 0.96875000 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0101s; samplesPerSecond = 127067.3
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 0.94765625 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130570.9
01/16/2018 22:33:57:  Epoch[12 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 0.99667969 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 128166.6
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 0.94741211 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130201.7
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 0.96230469 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 0.99882812 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0102s; samplesPerSecond = 125892.6
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 0.92460937 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128029.4
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 0.93471680 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130382.1
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 0.99692383 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130441.9
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 0.98671875 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130119.6
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 0.89340820 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130884.7
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 0.94272461 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 128884.1
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 0.98876953 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130666.9
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 0.98364258 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 128776.5
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 0.97480469 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 129244.6
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 0.92133789 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130232.2
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 0.95463867 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0101s; samplesPerSecond = 126795.4
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 0.91669922 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 128963.4
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 0.92978516 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130653.6
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 0.97416992 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130013.9
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 0.99956055 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129532.4
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 0.93813477 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 131065.6
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 0.95151367 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0101s; samplesPerSecond = 127111.5
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 0.91616211 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130501.7
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 0.99633789 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 129971.7
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 0.98422852 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 127742.0
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 0.95815430 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130741.7
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 0.95795898 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 128152.5
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 0.92724609 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130622.9
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 0.96362305 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 0.91044922 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0101s; samplesPerSecond = 126149.4
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 0.91606445 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127830.0
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 1.03627930 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130825.8
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 0.90698242 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130702.9
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 0.91738281 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130807.1
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 0.97197266 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 128933.5
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 0.96987305 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0100s; samplesPerSecond = 127796.8
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 0.95488281 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130159.3
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 0.93906250 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129835.9
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 0.91738281 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130329.0
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 0.96040039 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130380.8
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 0.87558594 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127618.4
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 0.93105469 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 129992.8
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 0.93564453 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130853.9
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 0.97729492 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0099s; samplesPerSecond = 129436.7
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 0.95947266 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130091.9
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 0.95537109 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0101s; samplesPerSecond = 126276.3
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 0.90532227 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130097.2
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 0.89384766 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130704.3
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 0.97050781 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129426.3
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 0.95083008 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0102s; samplesPerSecond = 125167.5
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 0.99223633 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130536.3
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 1.01982422 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 0.97089844 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129804.3
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 1.05356445 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 130248.1
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 0.97241211 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127609.5
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 0.97993164 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128600.6
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 0.91977539 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130757.7
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 0.98671875 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0099s; samplesPerSecond = 129059.6
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 0.96196289 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130637.6
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 0.95859375 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129422.4
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 0.94677734 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129337.3
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 0.94580078 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130256.0
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 0.96118164 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0109s; samplesPerSecond = 117621.1
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 0.98291016 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129240.7
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 0.89003906 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130610.9
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 0.91025391 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0102s; samplesPerSecond = 125834.4
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 1.01289063 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0099s; samplesPerSecond = 129882.0
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 1.01357422 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130588.3
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 0.95698242 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130056.2
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 0.96396484 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130343.6
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 0.97368164 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130387.4
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 0.96630859 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0100s; samplesPerSecond = 128009.0
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 0.90712891 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130713.6
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 1.04082031 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 130378.1
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 0.95791016 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0101s; samplesPerSecond = 127102.7
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 0.94233398 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130233.5
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 0.97656250 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0100s; samplesPerSecond = 127801.9
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 0.94243164 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 128101.2
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 0.94936523 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 129982.2
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 0.93344727 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0101s; samplesPerSecond = 127354.3
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 0.96562500 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 128621.2
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 0.94575195 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130740.3
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 0.93769531 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130440.5
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 0.92211914 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130741.7
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 0.99672852 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0100s; samplesPerSecond = 127601.9
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 0.95859375 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127446.9
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 0.93374023 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130524.3
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 0.93818359 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129018.0
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 0.88515625 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130488.4
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 1.01630859 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 130225.6
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 0.94760742 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0101s; samplesPerSecond = 126163.1
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 1.00659180 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0100s; samplesPerSecond = 128256.5
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 0.92583008 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130666.9
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 0.89404297 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0102s; samplesPerSecond = 126099.7
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 0.97607422 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129738.5
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 0.97866211 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130237.5
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 1.00068359 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0099s; samplesPerSecond = 129453.8
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 0.92802734 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130245.4
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 0.93281250 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129180.7
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 0.96694336 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0101s; samplesPerSecond = 126760.3
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 1.00083008 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130712.3
01/16/2018 22:33:58:  Epoch[12 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 0.99770508 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0100s; samplesPerSecond = 127844.0
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 0.95717773 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 128037.1
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 0.91870117 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130918.2
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 1.02958984 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0101s; samplesPerSecond = 127218.9
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 0.93085938 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 128630.3
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 1.07211914 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0099s; samplesPerSecond = 128683.3
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 0.95073242 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129411.9
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 0.95634766 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130437.9
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 0.93896484 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0102s; samplesPerSecond = 125128.3
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 0.95449219 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130101.1
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 0.92485352 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130606.9
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 0.95048828 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129325.6
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 0.97182617 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129072.6
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 1.01708984 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130745.7
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 1.05253906 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0100s; samplesPerSecond = 128196.1
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 0.98891602 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 129851.7
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 0.94956055 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130578.9
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 0.96157227 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 128727.3
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 0.95483398 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130576.3
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 0.90913086 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0102s; samplesPerSecond = 125667.6
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 0.91879883 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129616.3
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 0.98149414 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130649.6
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 0.95712891 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 128061.5
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 0.99746094 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0100s; samplesPerSecond = 128371.0
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 0.97065430 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129642.6
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 1.06098633 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 128776.5
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 0.97475586 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0101s; samplesPerSecond = 126843.2
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 0.98466797 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130880.7
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 0.97460938 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0101s; samplesPerSecond = 126938.8
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 0.94873047 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 128746.7
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 0.92788086 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130727.0
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 0.89868164 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130606.9
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 0.95937500 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130626.9
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 0.97695312 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 127683.3
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 0.98334961 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0100s; samplesPerSecond = 128292.5
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 0.91401367 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130437.9
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 0.96367187 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130226.9
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 0.97568359 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129809.5
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 0.95043945 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130334.3
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 0.93452148 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0101s; samplesPerSecond = 126924.9
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 0.93364258 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128015.4
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 0.99228516 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130753.7
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 0.96157227 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0099s; samplesPerSecond = 129453.8
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 0.90478516 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130578.9
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 0.98422852 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 127641.3
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 0.97260742 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 127959.1
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 0.95541992 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130499.1
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 0.96538086 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 128436.7
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 0.95922852 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0102s; samplesPerSecond = 126058.7
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 0.96577148 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130831.2
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 0.86083984 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 128785.6
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 0.97568359 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 129974.3
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 0.97753906 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130642.9
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 0.97314453 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0101s; samplesPerSecond = 126998.0
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 0.95253906 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130491.1
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 0.97846680 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130735.0
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 1.04091797 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130097.2
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 0.91289062 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130720.3
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 0.95258789 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0101s; samplesPerSecond = 126404.8
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 0.90688477 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129502.2
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 0.95288086 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130753.7
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 0.95825195 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 128644.5
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 0.96987305 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129188.5
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 0.95703125 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130646.9
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 1.01235352 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0101s; samplesPerSecond = 126690.0
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 0.93720703 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0103s; samplesPerSecond = 124414.4
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 0.99892578 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130175.2
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 0.98476562 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129799.0
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 0.96582031 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130398.0
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 0.97788086 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0102s; samplesPerSecond = 125949.5
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 0.96142578 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129641.3
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 0.98745117 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0098s; samplesPerSecond = 130763.0
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 0.90244141 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129747.7
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 0.98671875 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0100s; samplesPerSecond = 127701.2
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 1.01489258 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130666.9
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 0.97504883 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128465.0
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 0.94145508 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129703.0
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 1.00937500 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130723.0
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 0.90654297 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0103s; samplesPerSecond = 123904.9
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 0.99790039 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130589.6
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 0.97363281 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130809.8
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 0.98701172 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 127416.4
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 0.92954102 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130563.0
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 1.02231445 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0100s; samplesPerSecond = 127674.4
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 0.99008789 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129523.2
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 0.97495117 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130670.9
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 0.94667969 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0099s; samplesPerSecond = 128744.1
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 0.99956055 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 129975.6
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 0.96528320 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130649.6
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 0.93164062 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128403.2
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 0.97309570 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130761.7
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 0.91357422 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130763.0
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 0.96425781 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0100s; samplesPerSecond = 127918.1
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 0.90966797 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130780.4
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 0.91948242 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127599.3
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 1.02661133 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130077.3
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 0.97915039 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 0.93647461 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130158.0
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 0.98691406 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0102s; samplesPerSecond = 125078.2
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 0.98637695 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130922.2
01/16/2018 22:33:59:  Epoch[12 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 1.02285156 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0099s; samplesPerSecond = 129908.4
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 1.00415039 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130188.5
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 0.90302734 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130262.7
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 0.90239258 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127647.7
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 0.98642578 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130408.6
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 1.01250000 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0099s; samplesPerSecond = 128685.9
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 0.95195312 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0101s; samplesPerSecond = 126894.7
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 0.91791992 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130197.7
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 0.97451172 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127529.4
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 0.98671875 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0100s; samplesPerSecond = 127803.2
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 0.95073242 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130083.9
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 0.96943359 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0099s; samplesPerSecond = 128755.8
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 0.94804687 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129067.4
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 0.95092773 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130467.1
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 0.96098633 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0103s; samplesPerSecond = 124473.7
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 0.93403320 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0102s; samplesPerSecond = 125938.4
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 0.91752930 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130692.3
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 0.94531250 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 128656.1
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 0.96816406 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130556.3
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 0.97607422 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127660.4
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 1.00844727 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0099s; samplesPerSecond = 129144.2
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 0.92065430 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130661.6
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 0.95981445 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130386.1
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 0.93901367 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 126676.2
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 0.93339844 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130240.1
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 0.96342773 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0100s; samplesPerSecond = 127919.4
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 0.92006836 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0119s; samplesPerSecond = 107784.9
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 0.95810547 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130543.0
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 0.93017578 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127608.2
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 0.95253906 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129893.9
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 1.00708008 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130874.0
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 1.01503906 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 129917.6
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 0.89355469 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130392.7
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 0.94116211 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130685.6
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 0.99692383 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 127975.7
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 0.95419922 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129946.6
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 0.94047852 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 129961.1
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 0.96342773 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130285.2
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 0.94223633 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130608.2
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 0.94638672 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127504.0
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 0.96064453 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0100s; samplesPerSecond = 127696.1
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 0.93837891 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130371.5
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 0.94155273 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 128960.8
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 0.96582031 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127631.1
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 0.94775391 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130392.7
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 0.93354492 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129171.6
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 0.95395508 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0110s; samplesPerSecond = 115908.4
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 0.93271484 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130327.7
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 0.98535156 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0102s; samplesPerSecond = 126077.3
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 0.94560547 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130745.7
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 0.95654297 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128641.9
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 1.00068359 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 128906.2
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 0.96435547 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129415.8
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 0.94648438 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128037.1
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 0.93686523 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0099s; samplesPerSecond = 129793.7
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 0.98056641 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130755.0
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 0.95034180 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130343.6
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 0.98203125 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0102s; samplesPerSecond = 125691.1
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 0.93681641 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130914.1
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 0.92954102 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127850.4
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 0.97148437 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130618.9
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 0.91669922 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0102s; samplesPerSecond = 125762.7
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 0.91318359 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 128933.5
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 0.97011719 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130064.1
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 1.02529297 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0101s; samplesPerSecond = 126771.6
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 0.95498047 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 128581.2
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 0.90917969 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0108s; samplesPerSecond = 118123.7
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 0.96083984 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 128021.8
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 0.96435547 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127642.6
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 1.01308594 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130577.6
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 0.95410156 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128493.4
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 0.94296875 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 128807.6
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 0.97246094 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130713.6
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 0.99892578 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0100s; samplesPerSecond = 128041.0
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 0.96660156 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130594.9
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 0.95058594 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130696.3
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 1.04726563 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 128654.9
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 0.93105469 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129573.0
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 1.00722656 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0100s; samplesPerSecond = 127641.3
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 0.95302734 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130282.6
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 1.00742187 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130831.2
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 0.97177734 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0101s; samplesPerSecond = 127218.9
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 1.00058594 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 128061.5
01/16/2018 22:34:00:  Epoch[12 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 0.98486328 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130436.6
01/16/2018 22:34:00: Finished Epoch[12 of 25]: [Training] CrossEntropyWithSoftmax = 0.95591873 * 1124823; EvalClassificationError = 0.31157880 * 1124823; totalSamplesSeen = 13497876; learningRatePerSample = 0.0009765625; epochTime=8.93396s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:34:01: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.24009231 * 122487; perplexity = 3.45593247; EvalClassificationError = 0.39164156 * 122487
01/16/2018 22:34:01: Finished Epoch[12 of 25]: [Validate] CrossEntropyWithSoftmax = 1.24009231 * 122487; EvalClassificationError = 0.39164156 * 122487
01/16/2018 22:34:01: SGD: Saving checkpoint model '/tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.12'

01/16/2018 22:34:01: Starting Epoch 13: learning rate per sample = 0.000977  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 12: frames [13497876..14622699] (first utterance at frame 13497876), data subset 0 of 1, with 1 datapasses

01/16/2018 22:34:01: Starting minibatch loop.
01/16/2018 22:34:01:  Epoch[13 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 0.92102661 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0102s; samplesPerSecond = 125341.5
01/16/2018 22:34:01:  Epoch[13 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 0.88635120 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130593.6
01/16/2018 22:34:01:  Epoch[13 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 1.01461926 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 128603.1
01/16/2018 22:34:01:  Epoch[13 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 0.98307800 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0100s; samplesPerSecond = 127397.4
01/16/2018 22:34:01:  Epoch[13 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 0.97040482 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130487.1
01/16/2018 22:34:01:  Epoch[13 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 0.90390930 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 128649.7
01/16/2018 22:34:01:  Epoch[13 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 0.93036880 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128019.2
01/16/2018 22:34:01:  Epoch[13 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 0.95494003 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130781.7
01/16/2018 22:34:01:  Epoch[13 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 0.91694565 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127984.6
01/16/2018 22:34:01:  Epoch[13 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 0.88905182 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129206.8
01/16/2018 22:34:01:  Epoch[13 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 0.89689026 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 129762.2
01/16/2018 22:34:01:  Epoch[13 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 0.94283676 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0101s; samplesPerSecond = 126324.9
01/16/2018 22:34:01:  Epoch[13 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 0.98693619 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130650.9
01/16/2018 22:34:01:  Epoch[13 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 1.02666016 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0099s; samplesPerSecond = 129208.1
01/16/2018 22:34:01:  Epoch[13 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 0.95598602 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 128779.1
01/16/2018 22:34:01:  Epoch[13 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 0.92565613 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130771.0
01/16/2018 22:34:01:  Epoch[13 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 0.89574127 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 127488.8
01/16/2018 22:34:01:  Epoch[13 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 0.91177673 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129858.3
01/16/2018 22:34:01:  Epoch[13 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 0.91484528 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130884.7
01/16/2018 22:34:01:  Epoch[13 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 0.96671600 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0126s; samplesPerSecond = 101585.7
01/16/2018 22:34:01:  Epoch[13 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 0.90962524 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 128980.2
01/16/2018 22:34:01:  Epoch[13 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 0.91381378 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130660.2
01/16/2018 22:34:01:  Epoch[13 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 0.95283966 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0101s; samplesPerSecond = 126649.9
01/16/2018 22:34:01:  Epoch[13 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 0.92375488 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129466.9
01/16/2018 22:34:01:  Epoch[13 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 0.93338165 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130543.0
01/16/2018 22:34:01:  Epoch[13 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 0.95983124 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128061.5
01/16/2018 22:34:01:  Epoch[13 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 0.95261841 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0102s; samplesPerSecond = 125705.9
01/16/2018 22:34:01:  Epoch[13 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 0.89717560 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:34:01:  Epoch[13 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 0.94000244 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128380.0
01/16/2018 22:34:01:  Epoch[13 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 0.96423645 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0099s; samplesPerSecond = 128733.8
01/16/2018 22:34:01:  Epoch[13 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 0.88243103 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130581.6
01/16/2018 22:34:01:  Epoch[13 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 1.00036926 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 128151.2
01/16/2018 22:34:01:  Epoch[13 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 0.90065918 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130391.4
01/16/2018 22:34:01:  Epoch[13 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 0.97010193 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 128269.4
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 0.91936035 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128026.9
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 0.92344360 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 131020.0
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 0.94460449 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0101s; samplesPerSecond = 127020.7
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 0.92819824 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 128741.6
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 0.98128967 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130509.7
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 0.92569885 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0109s; samplesPerSecond = 117903.9
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 1.02925415 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0101s; samplesPerSecond = 126246.4
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 0.93197021 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130888.7
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 1.01330872 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 128255.2
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 1.02703857 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 129990.1
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 0.91744690 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130402.0
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 0.99177551 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0099s; samplesPerSecond = 129917.6
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 0.93709717 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130536.3
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 0.93139648 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127722.8
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 0.92458801 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130213.6
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 0.95097961 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130528.3
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 0.94982605 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130285.2
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 0.93275757 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128039.7
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 0.93907166 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130451.2
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 1.01332703 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0100s; samplesPerSecond = 128641.9
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 0.98466187 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0099s; samplesPerSecond = 129184.6
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 0.91841431 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130431.2
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 0.93710938 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 126504.7
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 1.02340698 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 130629.6
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 0.92315674 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130795.1
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 0.92771606 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0117s; samplesPerSecond = 109502.8
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 0.92352905 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130484.4
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 0.95533447 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130439.2
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 0.93199463 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127707.5
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 0.94445190 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130747.0
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 0.94230347 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129320.4
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 0.97690430 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 127507.8
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 0.94255981 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130582.9
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 0.95352783 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 128656.1
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 0.94908447 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130127.6
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 0.90955200 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130674.9
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 0.93059082 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128247.5
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 0.95674438 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0101s; samplesPerSecond = 126638.6
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 0.94303589 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130637.6
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 1.01445923 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0099s; samplesPerSecond = 129926.8
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 0.93667603 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130641.6
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 0.93060303 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 128278.4
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 0.95723267 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0102s; samplesPerSecond = 125565.3
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 0.95197754 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130334.3
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 1.00484009 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0099s; samplesPerSecond = 129930.8
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 0.90652466 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0111s; samplesPerSecond = 115513.0
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 0.94948120 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130443.2
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 0.95085449 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 127996.2
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 0.94801636 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129439.4
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 0.96473389 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130629.6
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 0.90936279 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130729.6
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 0.89993286 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0102s; samplesPerSecond = 125638.0
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 0.91670532 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130743.0
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 0.93485107 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129675.4
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 0.92856445 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130775.0
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 0.92589722 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127607.0
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 0.98437500 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 128007.7
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 0.96156616 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130646.9
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 0.88204346 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 129953.2
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 0.97204590 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 128705.3
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 0.93627319 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130783.1
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 0.92550659 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130298.5
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 0.95607910 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0100s; samplesPerSecond = 128088.4
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 0.96637573 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130664.2
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 0.95305786 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0101s; samplesPerSecond = 126286.3
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 0.86845703 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 128733.8
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 0.92387085 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130788.4
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 0.97987671 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 128021.8
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 0.91252441 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130094.5
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 0.95770264 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130399.3
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 0.97429199 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130169.9
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 0.88742065 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130086.6
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 0.91519165 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 127115.3
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 0.97731934 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0100s; samplesPerSecond = 128459.9
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 0.94863892 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130725.6
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 0.96291504 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 129980.9
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 0.95162354 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129705.6
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 0.98663330 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130330.3
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 0.90815430 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128014.1
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 0.92106934 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130471.1
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 0.96828613 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0099s; samplesPerSecond = 129754.3
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 0.96735840 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0101s; samplesPerSecond = 126542.2
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 0.94903564 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130936.9
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 0.91345215 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 128662.6
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 0.87952881 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130245.4
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 0.91176758 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129485.2
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 0.95327148 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130327.7
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 1.02535400 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0099s; samplesPerSecond = 129019.3
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 0.94012451 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129846.4
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 1.00096436 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0099s; samplesPerSecond = 129618.9
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 0.93221436 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 131002.6
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 0.96500244 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129303.4
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 0.95758057 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 127904.1
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 0.88325195 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130414.0
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 1.01531982 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0099s; samplesPerSecond = 129946.6
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 0.94958496 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130358.2
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 0.95963135 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130634.9
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 0.92008057 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128182.0
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 0.96475830 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 129304.7
01/16/2018 22:34:02:  Epoch[13 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 0.95743408 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130688.3
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 0.93972168 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129259.0
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 0.93254395 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130540.3
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 0.97023926 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 127458.3
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 0.96694336 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 127803.2
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 0.99006348 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130668.2
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 0.95163574 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0100s; samplesPerSecond = 128232.1
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 0.96763916 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 128184.6
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 0.97250977 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130645.6
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 0.90428467 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128144.8
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 0.91518555 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130237.5
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 0.92160645 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130930.2
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 0.92653809 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129835.9
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 0.92554932 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130634.9
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 0.92761230 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0102s; samplesPerSecond = 125655.3
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 0.94625244 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0099s; samplesPerSecond = 129883.3
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 0.93198242 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130645.6
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 0.95062256 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129152.0
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 0.99094238 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0101s; samplesPerSecond = 126966.5
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 0.94478760 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130669.6
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 0.97340088 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130253.4
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 0.93399658 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130258.7
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 0.98374023 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130824.5
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 0.93535156 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127378.4
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 0.96416016 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 131046.8
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 0.97653809 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 0.96385498 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 128033.3
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 0.93823242 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129299.5
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 0.94367676 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0100s; samplesPerSecond = 127394.9
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 1.00698242 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 128667.8
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 0.93806152 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130136.8
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 0.91813965 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 126558.5
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 0.99422607 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 128675.5
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 0.98140869 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130618.9
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 1.00756836 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0100s; samplesPerSecond = 128523.1
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 0.95607910 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129451.1
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 0.94133301 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130572.3
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 0.98870850 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0099s; samplesPerSecond = 128967.3
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 0.91291504 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130563.0
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 0.94001465 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0101s; samplesPerSecond = 126732.7
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 0.99161377 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 127916.9
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 0.96784668 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 130503.0
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 0.90123291 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 129978.3
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 1.00684814 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0100s; samplesPerSecond = 127568.8
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 0.95816650 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130551.0
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 1.00795898 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 130106.4
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 0.90646973 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130504.4
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 0.95765381 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130588.3
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 0.94814453 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 127863.2
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 0.94575195 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130189.8
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 0.89241943 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 126521.0
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 0.95012207 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130449.8
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 0.92822266 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130456.5
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 0.94667969 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0101s; samplesPerSecond = 127105.2
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 0.95944824 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0100s; samplesPerSecond = 128116.6
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 0.90220947 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130642.9
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 0.95655518 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130648.2
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 0.97696533 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130103.8
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 0.96988525 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130516.4
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 0.95856934 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127519.3
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 0.96494141 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 128714.4
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 0.92205811 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130584.3
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 0.95853271 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 129953.2
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 0.91027832 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130221.6
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 1.00424805 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0101s; samplesPerSecond = 126799.2
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 0.87037354 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129060.9
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 0.93870850 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130330.3
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 0.90673828 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127384.7
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 0.91492920 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 126502.2
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 0.92938232 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130221.6
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 0.97517090 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 128014.1
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 1.00552979 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 127445.6
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 0.93399658 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130648.2
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 0.92424316 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127529.4
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 0.91090088 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130443.2
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 0.90040283 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128017.9
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 0.95439453 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0101s; samplesPerSecond = 127332.8
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 0.94754639 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130883.4
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 0.98636475 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0101s; samplesPerSecond = 126464.7
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 0.94167480 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130074.7
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 0.97651367 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130572.3
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 0.89492187 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129839.8
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 0.99411621 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0100s; samplesPerSecond = 128252.7
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 0.98410645 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130741.7
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 0.96962891 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 128739.0
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 0.87180176 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 129520.6
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 0.94702148 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130068.1
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 0.96662598 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0101s; samplesPerSecond = 126977.8
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 0.90305176 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130723.0
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 0.97036133 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0107s; samplesPerSecond = 120149.4
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 0.92531738 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129500.9
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 0.90522461 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130689.6
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 0.99853516 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129268.1
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 0.96711426 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127498.9
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 0.90708008 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130589.6
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 0.93603516 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130650.9
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 0.93352051 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130400.7
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 0.94140625 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130249.4
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 0.97714844 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127440.5
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 0.93247070 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130521.7
01/16/2018 22:34:03:  Epoch[13 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 0.98193359 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0101s; samplesPerSecond = 126685.0
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 0.88620605 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129787.2
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 1.03049316 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 130614.9
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 0.95104980 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0101s; samplesPerSecond = 126831.9
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 1.01142578 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0099s; samplesPerSecond = 129597.9
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 0.96030273 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130524.3
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 0.92863770 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 128649.7
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 0.90520020 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128087.1
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 0.98950195 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 130636.2
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 0.89084473 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130083.9
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 0.92502441 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 128386.4
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 0.90190430 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130586.9
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 0.95554199 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0100s; samplesPerSecond = 127717.7
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 0.92468262 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130721.6
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 0.96838379 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 127539.6
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 0.95056152 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130065.4
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 0.90876465 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130645.6
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 0.97346191 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0101s; samplesPerSecond = 126381.1
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 0.85085449 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0100s; samplesPerSecond = 128596.7
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 0.94843750 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130612.2
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 0.90644531 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 128938.7
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 0.93742676 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 127789.1
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 0.88315430 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0098s; samplesPerSecond = 130633.6
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 0.97399902 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 127927.1
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 0.94599609 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130763.0
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 0.95810547 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 127197.4
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 0.95471191 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 128517.9
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 0.94533691 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0099s; samplesPerSecond = 129912.3
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 0.92224121 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0101s; samplesPerSecond = 127164.5
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 0.96687012 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 127429.1
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 0.89960938 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130843.2
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 0.97236328 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130011.3
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 0.93449707 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128243.7
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 0.95090332 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130673.6
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 0.93745117 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130684.3
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 0.99641113 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130725.6
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 0.94826660 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130090.6
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 0.92910156 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129880.7
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 0.95913086 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130745.7
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 0.93869629 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0101s; samplesPerSecond = 126351.1
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 0.97482910 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0099s; samplesPerSecond = 129947.9
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 0.95893555 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130399.3
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 0.94216309 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127579.0
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 0.96889648 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0102s; samplesPerSecond = 125461.9
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 0.92038574 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130586.9
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 0.95461426 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0101s; samplesPerSecond = 127339.1
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 0.98566895 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0111s; samplesPerSecond = 115599.6
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 0.90703125 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130411.3
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 0.88681641 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0101s; samplesPerSecond = 126462.2
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 1.01350098 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 128141.0
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 0.91169434 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130706.9
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 0.99853516 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 129650.5
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 0.94526367 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130855.3
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 0.99980469 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0101s; samplesPerSecond = 126466.0
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 0.97937012 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 129970.4
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 0.92116699 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130825.8
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 0.90375977 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 129953.2
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 0.94147949 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0101s; samplesPerSecond = 127263.1
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 0.92746582 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130638.9
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 0.98996582 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0100s; samplesPerSecond = 128387.7
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 0.96523437 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130134.2
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 0.94116211 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130859.3
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 0.93701172 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 131041.5
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 0.95573730 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130839.2
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 0.98254395 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0102s; samplesPerSecond = 125697.2
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 0.98022461 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128262.9
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 0.99431152 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 130398.0
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 0.93999023 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 128074.3
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 0.95854492 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0100s; samplesPerSecond = 127703.7
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 0.93334961 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130681.6
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 0.90791016 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0110s; samplesPerSecond = 116249.5
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 0.97099609 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0100s; samplesPerSecond = 128090.9
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 0.93266602 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130455.2
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 0.94089355 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 127842.8
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 0.89355469 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129115.6
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 0.91518555 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130555.0
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 0.86110840 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0099s; samplesPerSecond = 129700.4
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 0.97502441 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0101s; samplesPerSecond = 127112.8
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 0.91845703 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130616.2
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 0.97351074 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 128915.3
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 0.99763184 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130347.6
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 0.97314453 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0100s; samplesPerSecond = 128399.3
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 0.95659180 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127668.1
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 0.93103027 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130618.9
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 0.91257324 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127959.1
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 0.91293945 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130379.4
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 0.95927734 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129649.1
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 0.98151855 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0101s; samplesPerSecond = 126815.5
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 0.98947754 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0103s; samplesPerSecond = 124573.0
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 0.98706055 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 130638.9
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 0.98391113 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 128129.4
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 0.94431152 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130832.5
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 0.88571777 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 127759.8
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 0.92670898 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127826.2
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 0.94902344 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130777.7
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 0.94360352 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128097.4
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 0.89401855 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130449.8
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 0.94628906 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130693.6
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 0.94882813 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127838.9
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 0.95117188 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129092.1
01/16/2018 22:34:04:  Epoch[13 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 0.95427246 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130852.6
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 0.96513672 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130606.9
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 0.95598145 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129419.7
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 0.94736328 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130549.6
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 0.95432129 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 127815.9
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 0.95000000 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130419.3
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 0.95075684 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 128898.4
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 0.94626465 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0100s; samplesPerSecond = 127394.9
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 0.88571777 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130057.5
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 0.96013184 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130050.9
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 0.97495117 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 129965.1
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 0.98874512 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130641.6
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 0.95537109 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 128934.8
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 0.94697266 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0102s; samplesPerSecond = 125074.5
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 0.87861328 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130600.3
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 0.86711426 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 130585.6
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 1.00844727 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130037.7
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 0.94348145 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127798.1
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 0.98068848 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127960.3
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 0.98327637 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 130693.6
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 0.99318848 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0099s; samplesPerSecond = 128884.1
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 0.92651367 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 128786.9
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 0.93378906 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130892.7
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 0.92641602 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128123.0
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 0.99345703 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129595.3
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 0.93261719 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130745.7
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 0.94309082 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0101s; samplesPerSecond = 127170.8
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 0.94829102 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 129180.7
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 1.00197754 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0099s; samplesPerSecond = 129820.1
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 0.95114746 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 129504.8
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 1.01352539 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130262.7
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 0.94296875 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129015.4
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 0.91413574 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130612.2
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 0.91662598 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130833.9
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 0.97751465 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 129983.5
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 0.93952637 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130260.0
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 0.87351074 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 130549.6
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 0.94602051 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130669.6
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 0.92521973 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130705.6
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 0.97226563 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0103s; samplesPerSecond = 124147.7
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 1.00219727 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 128253.9
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 0.89421387 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130410.0
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 0.98283691 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 128850.4
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 0.95969238 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0102s; samplesPerSecond = 125857.9
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 0.89562988 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 131012.0
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 0.95476074 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0100s; samplesPerSecond = 128490.8
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 0.95019531 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130203.0
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 0.96425781 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130780.4
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 0.92692871 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0102s; samplesPerSecond = 126078.6
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 0.89733887 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 127263.1
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 0.90207520 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130636.2
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 0.96936035 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 129969.0
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 0.93745117 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130883.4
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 0.93608398 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0102s; samplesPerSecond = 125394.3
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 0.91784668 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129799.0
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 0.95798340 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130642.9
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 0.96049805 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 129533.7
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 0.98015137 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0101s; samplesPerSecond = 126402.3
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 0.94560547 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130772.4
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 0.94426270 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0099s; samplesPerSecond = 129624.2
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 0.98308105 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0099s; samplesPerSecond = 129525.8
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 0.90227051 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130700.3
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 0.89907227 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 128902.3
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 0.94887695 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130342.3
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 0.93420410 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129089.5
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 0.93886719 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0101s; samplesPerSecond = 126911.1
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 0.97602539 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130521.7
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 0.91262207 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129868.8
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 0.94602051 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128443.1
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 0.97966309 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130812.5
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 0.88281250 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127471.0
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 0.87194824 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 129982.2
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 0.93356934 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130535.0
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 0.96467285 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 127807.0
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 0.94453125 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129255.1
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 0.93957520 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130629.6
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 0.97790527 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0151s; samplesPerSecond = 84615.8
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 0.98703613 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0101s; samplesPerSecond = 126149.4
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 0.95771484 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130570.9
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 0.94318848 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129617.6
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 0.92897949 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130256.0
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 0.94897461 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130636.2
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 0.91271973 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 126143.2
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 0.90412598 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130572.3
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 0.94143066 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130238.8
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 0.94064941 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129494.4
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 1.01691895 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0099s; samplesPerSecond = 129377.9
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 0.93720703 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130796.4
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 0.96596680 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0101s; samplesPerSecond = 126164.3
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 0.93969727 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130596.3
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 1.00368652 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130298.5
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 0.88762207 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 128776.5
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 0.91455078 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129940.0
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 0.93051758 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 128972.5
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 1.01728516 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130113.0
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 0.90126953 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130533.7
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 0.99689941 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130664.2
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 0.94133301 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0101s; samplesPerSecond = 127121.6
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 0.93520508 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130819.2
01/16/2018 22:34:05:  Epoch[13 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 0.95551758 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129053.1
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 0.91206055 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130326.3
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 0.97641602 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129149.4
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 0.95458984 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0102s; samplesPerSecond = 125881.4
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 0.94648438 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130749.7
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 0.91928711 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130015.2
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 1.03198242 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130007.3
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 0.90693359 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130640.2
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 0.96777344 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0101s; samplesPerSecond = 126762.8
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 0.93227539 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130895.4
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 0.93837891 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130429.9
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 0.93237305 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129792.4
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 0.94721680 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130645.6
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 0.95249023 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 128000.0
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 0.93017578 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 127938.6
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 0.99331055 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130617.6
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 0.96455078 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127864.5
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 0.93237305 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0101s; samplesPerSecond = 127217.6
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 0.93203125 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130547.0
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 0.99707031 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0100s; samplesPerSecond = 128125.6
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 0.95927734 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129930.8
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 0.95000000 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130576.3
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 1.00786133 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0099s; samplesPerSecond = 129096.0
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 0.95019531 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0101s; samplesPerSecond = 126976.6
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 0.97519531 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130628.2
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 0.95385742 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130338.3
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 0.99086914 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130582.9
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 0.95820313 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 129497.0
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 0.96601563 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0101s; samplesPerSecond = 126257.6
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 0.94096680 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130689.6
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 0.97822266 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 128590.2
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 0.96713867 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 127971.8
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 0.98911133 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130045.6
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 0.92543945 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0101s; samplesPerSecond = 126137.0
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 1.00859375 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0100s; samplesPerSecond = 127943.7
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 0.95830078 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130674.9
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 0.92890625 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130118.3
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 0.92104492 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130904.8
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 0.93911133 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128119.2
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 1.00512695 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0102s; samplesPerSecond = 125134.4
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 0.88666992 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130551.0
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 0.95068359 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128021.8
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 0.95424805 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0100s; samplesPerSecond = 127689.7
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 0.91733398 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 1.00576172 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0102s; samplesPerSecond = 125942.1
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 0.93925781 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 128405.8
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 0.96293945 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130977.1
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 0.93881836 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129733.2
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 0.93027344 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128279.6
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 1.00903320 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130654.9
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 0.90849609 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127822.3
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 0.95546875 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130586.9
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 0.97939453 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130127.6
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 0.94409180 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0101s; samplesPerSecond = 126461.0
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 0.90654297 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130540.3
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 0.92211914 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129814.8
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 0.92041016 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130813.8
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 0.93129883 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130676.2
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 0.90136719 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 126176.7
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 0.91894531 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 128692.4
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 0.91020508 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130375.4
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 0.90834961 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129721.4
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 0.94282227 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130598.9
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 0.94589844 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 128383.9
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 0.95214844 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0103s; samplesPerSecond = 124689.5
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 1.03281250 * 1280; EvalClassificationError = 0.35312500 * 1280; time = 0.0098s; samplesPerSecond = 130516.4
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 0.95878906 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128079.4
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 0.99760742 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130050.9
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 0.93310547 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130610.9
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 0.99355469 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0099s; samplesPerSecond = 129053.1
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 0.92412109 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 129996.8
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 0.99345703 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0098s; samplesPerSecond = 130479.1
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 0.89985352 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128554.1
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 0.99511719 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130656.2
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 0.91879883 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0102s; samplesPerSecond = 126094.7
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 0.91806641 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 128889.3
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 1.00034180 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 130523.0
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 0.93745117 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 128467.6
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 0.94091797 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128162.8
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 0.93857422 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130404.7
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 0.97260742 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0099s; samplesPerSecond = 129029.7
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 0.99165039 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0101s; samplesPerSecond = 126847.0
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 0.95883789 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 129984.9
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 0.93793945 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127608.2
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 0.94707031 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 128899.7
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 0.91987305 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130501.7
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 0.97280273 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130469.8
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 0.92866211 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129875.4
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 0.96430664 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129222.4
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 1.00034180 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0101s; samplesPerSecond = 127102.7
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 0.99560547 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 128715.7
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 0.94663086 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130391.4
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 0.96347656 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129638.6
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 0.97978516 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130523.0
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 0.86816406 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0102s; samplesPerSecond = 125156.4
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 0.91083984 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129376.6
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 0.93833008 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130642.9
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 0.93041992 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 128111.5
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 0.99379883 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130453.8
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 0.97319336 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0101s; samplesPerSecond = 126725.1
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 0.91279297 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129789.8
01/16/2018 22:34:06:  Epoch[13 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 0.99956055 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130598.9
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 0.91406250 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0101s; samplesPerSecond = 126621.1
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 0.91235352 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129011.4
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 0.96992188 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130589.6
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 0.95522461 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 128454.7
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 0.92216797 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 127980.8
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 0.92338867 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130445.9
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 0.89931641 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0101s; samplesPerSecond = 126394.8
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 0.91918945 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 128718.2
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 0.97685547 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130209.7
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 0.98017578 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0099s; samplesPerSecond = 129706.9
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 0.95844727 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130477.8
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 0.92260742 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129461.6
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 0.96582031 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0101s; samplesPerSecond = 126750.2
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 1.00024414 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0099s; samplesPerSecond = 129242.0
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 0.98417969 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0099s; samplesPerSecond = 129771.4
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 0.90888672 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129843.8
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 0.97338867 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 0.95776367 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0102s; samplesPerSecond = 125476.7
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 0.97080078 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129088.2
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 0.96474609 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130600.3
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 0.98657227 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 128762.3
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 0.99184570 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130290.5
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 0.98432617 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0102s; samplesPerSecond = 125571.4
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 0.92563477 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130037.7
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 0.95864258 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130681.6
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 0.94335938 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0102s; samplesPerSecond = 125675.0
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 0.95327148 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 127925.8
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 0.97314453 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0099s; samplesPerSecond = 129059.6
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 1.05029297 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0100s; samplesPerSecond = 128527.0
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 0.92133789 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130093.2
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 0.97617188 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130709.6
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 0.93896484 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 127384.7
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 0.86572266 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 128516.6
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 0.93300781 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130340.9
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 0.98276367 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130172.6
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 0.96586914 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130572.3
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 0.99335938 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129826.7
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 0.95292969 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 126971.5
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 0.96826172 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129247.2
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 0.90600586 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130481.8
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 0.95327148 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 128450.9
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 0.94892578 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130653.6
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 0.98271484 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0102s; samplesPerSecond = 125252.0
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 0.94536133 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129944.0
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 0.92524414 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130634.9
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 0.91015625 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129515.3
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 0.90029297 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 0.93803711 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0104s; samplesPerSecond = 123061.5
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 0.91630859 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129451.1
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 0.97187500 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130725.6
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 0.96147461 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0100s; samplesPerSecond = 128394.2
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 0.93457031 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127488.8
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 0.96777344 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130107.7
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 0.95908203 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127652.8
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 0.88276367 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129317.7
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 0.89726562 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130581.6
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 0.93798828 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 127623.5
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 0.90224609 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 127383.5
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 0.93208008 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130616.2
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 0.94453125 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129720.1
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 0.96347656 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130417.9
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 0.95512695 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 128678.1
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 0.97348633 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0102s; samplesPerSecond = 125661.4
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 0.97797852 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130574.9
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 0.89702148 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129784.5
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 0.94570312 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130287.9
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 0.95380859 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130658.9
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 0.92416992 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0101s; samplesPerSecond = 126977.8
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 0.96625977 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130189.8
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 0.91342773 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130620.2
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 0.97749023 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130749.7
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 0.89521484 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130713.6
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 0.98144531 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0102s; samplesPerSecond = 125994.2
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 0.95151367 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129596.6
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 0.96259766 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130496.4
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 0.94760742 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 128750.6
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 1.00263672 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0104s; samplesPerSecond = 123246.4
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 0.94145508 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130714.9
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 0.90908203 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 128663.9
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 1.00859375 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0100s; samplesPerSecond = 127581.5
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 0.90961914 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130254.7
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 0.94467773 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0101s; samplesPerSecond = 126231.5
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 0.99609375 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 128990.6
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 0.90048828 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130039.0
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 0.95551758 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130106.4
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 0.89575195 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128102.5
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 0.88676758 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 127897.7
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 0.91225586 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0103s; samplesPerSecond = 123932.5
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 0.98281250 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130613.6
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 0.88735352 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 127778.9
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 0.96684570 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129367.4
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 0.93134766 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130563.0
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 0.93364258 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0102s; samplesPerSecond = 125782.5
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 0.92900391 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127657.9
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 0.92539063 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130732.3
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 0.92099609 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129849.1
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 0.96152344 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130852.6
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 0.90751953 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130678.9
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 0.96528320 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 128755.8
01/16/2018 22:34:07:  Epoch[13 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 0.92670898 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130549.6
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 0.93608398 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129928.1
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 0.94565430 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 126337.4
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 0.99223633 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129385.7
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 0.88925781 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130095.8
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 0.89863281 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0133s; samplesPerSecond = 96416.0
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 0.93017578 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130226.9
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 0.94291992 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0102s; samplesPerSecond = 125034.2
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 0.95087891 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 128604.4
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 0.94306641 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130336.9
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 0.88862305 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130382.1
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 0.93271484 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128609.6
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 0.94414062 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130045.6
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 0.95449219 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0101s; samplesPerSecond = 126618.6
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 0.95693359 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0101s; samplesPerSecond = 126519.7
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 0.88662109 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 130719.0
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 0.94057617 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 129279.9
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 0.89516602 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 126379.8
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 1.01293945 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130336.9
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 0.92685547 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130173.9
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 0.91767578 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130338.3
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 0.96684570 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0102s; samplesPerSecond = 125255.6
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 0.95258789 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 127863.2
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 0.99726563 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130467.1
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 0.94794922 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 128805.0
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 0.94570312 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 127520.5
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 0.97563477 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130249.4
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 1.02026367 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0100s; samplesPerSecond = 127870.9
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 0.90258789 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128404.5
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 0.95722656 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130496.4
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 0.89228516 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129866.2
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 0.96542969 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129038.8
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 0.95039063 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130230.9
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 0.99477539 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 128538.6
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 0.90292969 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130293.2
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 0.91933594 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129515.3
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 0.92524414 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130123.6
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 0.97187500 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130704.3
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 0.97246094 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0101s; samplesPerSecond = 126776.6
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 0.95439453 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 128489.5
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 0.88081055 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130709.6
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 0.93354492 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129304.7
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 0.92802734 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130748.3
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 0.95532227 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130427.3
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 0.90585938 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127817.2
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 0.95244141 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130668.2
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 0.94965820 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128236.0
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 0.92812500 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129092.1
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 0.93852539 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 128175.6
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 0.89667969 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129888.6
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 0.94228516 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130205.7
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 0.90009766 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130547.0
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 0.92988281 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127988.5
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 0.98935547 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0101s; samplesPerSecond = 127332.8
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 0.92661133 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130771.0
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 1.03808594 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 129986.2
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 0.93710938 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130841.9
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 0.91210938 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0102s; samplesPerSecond = 125792.3
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 0.97001953 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129809.5
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 0.95000000 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130557.6
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 0.99663086 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 129909.7
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 0.95244141 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0099s; samplesPerSecond = 129682.0
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 0.93823242 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0103s; samplesPerSecond = 124408.3
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 0.90317383 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127799.4
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 0.98081055 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0100s; samplesPerSecond = 128120.4
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 0.95776367 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130828.5
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 0.94184570 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129816.1
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 0.92954102 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129704.3
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 0.96953125 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 130261.3
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 0.91518555 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 128853.0
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 0.91635742 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130423.3
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 0.95961914 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 129317.7
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 0.93940430 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127652.8
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 0.98212891 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130855.3
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 0.99843750 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 127798.1
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 0.92558594 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 128667.8
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 0.90546875 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129901.8
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 0.96772461 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130107.7
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 0.89892578 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130573.6
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 1.00683594 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130708.3
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 0.91074219 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128344.0
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 0.90068359 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130000.7
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 0.92973633 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129426.3
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 0.98159180 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 128355.5
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 0.97124023 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130390.0
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 0.99311523 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129834.6
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 0.99633789 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 129726.7
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 0.97915039 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130935.6
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 0.94394531 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0101s; samplesPerSecond = 126477.2
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 0.93627930 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0102s; samplesPerSecond = 126047.5
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 0.95200195 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 0.94541016 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 129004.9
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 0.91982422 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130322.3
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 0.97602539 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0102s; samplesPerSecond = 125313.3
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 0.91928711 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 129973.0
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 0.89658203 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130533.7
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 0.89287109 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128520.5
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 0.95883789 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0102s; samplesPerSecond = 125940.9
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 0.96860352 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130939.6
01/16/2018 22:34:08:  Epoch[13 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 0.94648438 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129833.2
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 0.92416992 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 129135.1
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 0.92460937 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130565.6
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 0.95244141 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129945.3
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 0.97436523 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129342.6
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 0.97207031 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130661.6
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 0.99492187 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0099s; samplesPerSecond = 129417.1
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 1.01704102 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130503.0
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 0.92871094 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 127129.2
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 0.94462891 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 128483.1
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 0.94062500 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130761.7
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 0.90947266 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 128485.7
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 0.99692383 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0101s; samplesPerSecond = 126994.2
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 0.92871094 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130386.1
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 0.95341797 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 127804.5
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 0.94829102 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0100s; samplesPerSecond = 128376.1
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 0.97167969 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130993.2
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 0.96586914 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130680.3
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 1.02597656 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130682.9
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 0.92885742 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127689.7
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 0.90893555 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129180.7
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 0.91723633 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 0.99189453 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130488.4
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 0.94116211 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128155.1
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 0.94936523 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130473.8
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 0.99179688 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0099s; samplesPerSecond = 129300.8
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 0.94458008 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130594.9
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 0.96308594 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130281.2
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 0.98862305 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 127882.3
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 0.99067383 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129875.4
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 0.94467773 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128338.8
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 0.90795898 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127528.1
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 0.99575195 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130590.9
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 0.93300781 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0101s; samplesPerSecond = 126504.7
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 0.90815430 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129007.5
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 0.99345703 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130250.7
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 0.95122070 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129687.2
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 0.94526367 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129717.5
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 0.95742187 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130856.6
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 0.89394531 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0101s; samplesPerSecond = 127273.3
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 0.97045898 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0101s; samplesPerSecond = 126553.5
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 0.97514648 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130674.9
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 1.00546875 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0099s; samplesPerSecond = 129137.7
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 0.98676758 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130142.1
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 0.96010742 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 129633.4
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 0.90488281 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129696.4
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 0.94375000 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130432.6
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 0.94511719 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130559.0
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 0.91572266 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127580.3
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 0.90600586 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 129974.3
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 0.95561523 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130135.5
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 0.93925781 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129460.3
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 0.97822266 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130512.4
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 0.96210938 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 128073.0
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 0.96816406 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130476.4
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 0.97475586 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129772.7
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 0.96430664 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0160s; samplesPerSecond = 80184.4
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 0.95600586 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 127847.9
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 1.00253906 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130540.3
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 0.95146484 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0101s; samplesPerSecond = 126427.2
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 1.02094727 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130578.9
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 0.95527344 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130517.7
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 0.94760742 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 128988.0
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 0.91093750 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0102s; samplesPerSecond = 125222.6
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 0.90664062 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130644.2
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 0.99267578 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0100s; samplesPerSecond = 127369.5
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 0.93691406 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130672.2
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 0.93798828 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130686.9
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 0.96416016 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128337.5
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 0.97353516 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 128924.4
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 0.91079102 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130117.0
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 0.93999023 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 129616.3
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 0.93715820 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130012.6
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 1.01083984 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0100s; samplesPerSecond = 127534.5
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 0.89975586 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 128945.2
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 0.93173828 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130731.0
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 0.92270508 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129917.6
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 0.93095703 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130436.6
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 0.91738281 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130136.8
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 0.91801758 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128169.2
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 0.94150391 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 129996.8
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 0.90859375 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 127675.7
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 0.96591797 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0100s; samplesPerSecond = 127661.7
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 0.96416016 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130856.6
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 0.94106445 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 128731.2
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 0.98686523 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130453.8
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 0.93549805 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130376.8
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 0.97626953 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 130019.2
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 0.96259766 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 129154.6
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 0.98564453 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0099s; samplesPerSecond = 128912.7
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 0.95444336 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 128639.3
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 0.95078125 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130069.4
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 0.98964844 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130115.7
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 0.90126953 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0102s; samplesPerSecond = 125765.2
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 0.91831055 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130233.5
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 0.95395508 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129396.2
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 1.02934570 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 129760.9
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 0.91293945 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130568.3
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 1.00419922 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0102s; samplesPerSecond = 125862.8
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 0.91767578 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129917.6
01/16/2018 22:34:09:  Epoch[13 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 0.90131836 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130690.9
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 0.95649414 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130110.4
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 0.98007813 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130852.6
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 0.93603516 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 128534.7
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 0.99433594 * 1280; EvalClassificationError = 0.33984375 * 1280; time = 0.0099s; samplesPerSecond = 129805.6
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 0.95244141 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130717.6
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 0.94291992 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130031.1
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 0.97724609 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 127476.1
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 0.95615234 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130757.7
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 1.01572266 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0101s; samplesPerSecond = 127088.8
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 0.95961914 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129502.2
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 0.97685547 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130678.9
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 0.96723633 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128404.5
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 1.00141602 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130500.4
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 0.91479492 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130622.9
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 0.94819336 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129697.7
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 0.97836914 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130388.7
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 0.99375000 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128110.2
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 0.94619141 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127781.5
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 0.97133789 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130772.4
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 0.96406250 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 128980.2
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 0.97060547 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 127930.9
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 0.96103516 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130436.6
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 1.01035156 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 127623.5
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 0.97382813 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130319.7
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 0.98012695 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130163.3
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 0.99379883 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0101s; samplesPerSecond = 127182.2
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 0.96591797 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130704.3
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 0.93974609 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 127680.8
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 0.99125977 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0099s; samplesPerSecond = 129094.7
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 0.95024414 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130645.6
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 0.90473633 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130556.3
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 0.88764648 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 127255.6
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 0.94365234 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130548.3
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 0.93486328 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 128828.4
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 0.91054687 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127674.4
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 0.94296875 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130489.7
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 0.93378906 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129213.3
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 0.91308594 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130388.7
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 0.98388672 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0102s; samplesPerSecond = 125848.0
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 0.98466797 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 128816.7
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 0.98486328 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130829.8
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 0.94160156 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0100s; samplesPerSecond = 127757.3
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 0.96953125 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0101s; samplesPerSecond = 126875.9
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 0.97529297 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130777.7
01/16/2018 22:34:10:  Epoch[13 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 0.93896484 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 128914.0
01/16/2018 22:34:10: Finished Epoch[13 of 25]: [Training] CrossEntropyWithSoftmax = 0.94815818 * 1124823; EvalClassificationError = 0.30947091 * 1124823; totalSamplesSeen = 14622699; learningRatePerSample = 0.0009765625; epochTime=8.94701s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:34:11: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.23976473 * 122487; perplexity = 3.45480056; EvalClassificationError = 0.39128234 * 122487
01/16/2018 22:34:11: Finished Epoch[13 of 25]: [Validate] CrossEntropyWithSoftmax = 1.23976473 * 122487; EvalClassificationError = 0.39128234 * 122487
01/16/2018 22:34:11: SGD: Saving checkpoint model '/tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.13'

01/16/2018 22:34:11: Starting Epoch 14: learning rate per sample = 0.000977  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 13: frames [14622699..15747522] (first utterance at frame 14622699), data subset 0 of 1, with 1 datapasses

01/16/2018 22:34:11: Starting minibatch loop.
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 1.00087681 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0106s; samplesPerSecond = 121297.1
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 0.91495266 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129154.6
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 0.93247509 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130576.3
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 0.93041096 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129710.9
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 0.93398094 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127419.0
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 0.96255913 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130978.4
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 0.90483932 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130314.4
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 0.93447647 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130252.1
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 0.93806305 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130693.6
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 0.93176422 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130215.0
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 0.92645340 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130301.1
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 0.93214035 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0102s; samplesPerSecond = 126040.1
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 0.96115723 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129918.9
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 0.93880997 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 0.91633453 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0099s; samplesPerSecond = 129223.7
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 0.98163605 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0101s; samplesPerSecond = 126936.3
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 0.90981903 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130410.0
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 0.94326782 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130098.5
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 0.98235779 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130036.4
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 0.94428406 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130785.7
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 0.93903351 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 126816.8
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 0.91265717 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 127358.1
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 0.90358734 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130737.6
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 0.95291901 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130252.1
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 0.94951935 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130725.6
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 0.90682983 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0103s; samplesPerSecond = 124083.9
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 0.87841949 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128596.7
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 0.90052032 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130258.7
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 0.91229858 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 128850.4
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 0.90598450 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 127458.3
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 0.95544739 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130768.4
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 0.93511963 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129229.0
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 0.94696350 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 128886.7
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 0.92908630 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130978.4
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 0.92647705 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130565.6
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 0.92044983 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130912.8
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 0.93104553 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127556.1
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 0.89946594 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 128846.5
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 0.91792297 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131018.7
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 0.97170715 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130932.9
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 0.95071716 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0102s; samplesPerSecond = 125640.5
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 0.91166077 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130753.7
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 0.97562561 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0099s; samplesPerSecond = 129249.8
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 0.94778748 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129175.5
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 0.92581177 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0154s; samplesPerSecond = 83363.7
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 0.98695679 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130880.7
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 0.93937073 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129617.6
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 0.91864319 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130784.4
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 0.88781128 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 128954.3
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 0.96790466 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0100s; samplesPerSecond = 127750.9
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 0.97561035 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130678.9
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 0.89376221 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130220.3
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 0.95079651 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130226.9
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 0.91116028 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130211.0
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 0.91139221 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 127776.4
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 0.89773560 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129535.0
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 0.93604736 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130612.2
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 0.96118164 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130437.9
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 0.95787964 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129888.6
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 0.93471680 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129393.6
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 0.92422485 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 128152.5
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 0.86995239 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130265.3
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 0.93640747 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130016.6
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 1.02203369 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 0.91625366 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130919.5
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 0.95307617 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 127983.4
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 0.92604980 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129709.6
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 0.91145020 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130829.8
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 0.90346680 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130843.2
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 0.92161865 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130417.9
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 0.99550171 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 127533.2
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 0.86820068 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130396.7
01/16/2018 22:34:11:  Epoch[14 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 0.94658813 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130677.6
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 0.93468628 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 129974.3
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 0.94750366 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 126554.7
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 0.90006714 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130238.8
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 0.92785645 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128305.4
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 0.93573608 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130117.0
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 0.91702881 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 131067.0
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 0.89873657 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127542.1
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 0.98184814 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130589.6
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 0.94975586 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0101s; samplesPerSecond = 127068.6
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 0.94598389 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 127756.0
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 0.90881958 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130344.9
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 0.92698975 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129930.8
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 0.97152100 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 127680.8
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 0.95147705 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130886.0
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 0.97863770 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 127906.6
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 0.95040894 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130520.3
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 0.93110962 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130652.2
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 0.91468506 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 127085.0
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 0.92880249 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130821.8
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 0.90629272 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130696.3
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 0.94503784 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 129592.7
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 0.94431763 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130811.1
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 0.99371338 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0102s; samplesPerSecond = 124973.2
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 0.91196289 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129666.2
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 0.91160889 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130724.3
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 0.99060669 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 128453.4
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 0.95527344 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0102s; samplesPerSecond = 125463.1
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 0.97444458 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130759.0
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 0.92581177 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129485.2
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 0.91177368 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 128714.4
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 0.84157104 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130851.2
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 0.96436768 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 128441.8
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 0.93950806 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130469.8
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 0.91332397 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 128786.9
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 0.96969604 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129127.3
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 0.94854736 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130681.6
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 0.95554810 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130111.7
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 0.91906738 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0101s; samplesPerSecond = 127342.9
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 0.94272461 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130891.4
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 0.92921143 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0101s; samplesPerSecond = 126989.2
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 0.90744629 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129262.9
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 0.93162842 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131056.2
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 0.95139160 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 127647.7
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 0.93603516 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130800.4
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 0.93671875 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0101s; samplesPerSecond = 127299.9
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 0.92037354 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130524.3
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 0.93488770 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130670.9
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 0.95581055 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0100s; samplesPerSecond = 128057.6
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 0.97985840 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0101s; samplesPerSecond = 126598.6
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 0.90754395 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130725.6
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 0.91450195 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0097s; samplesPerSecond = 131600.6
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 0.91660156 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 128541.2
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 0.91461182 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130880.7
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 0.91972656 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0101s; samplesPerSecond = 127288.5
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 0.95837402 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129202.9
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 0.93696289 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130784.4
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 0.93022461 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127708.8
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 0.99812012 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130208.3
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 0.94521484 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 129994.1
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 0.93260498 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130301.1
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 0.92966309 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131041.5
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 0.91687012 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129913.6
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 0.93435059 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128142.2
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 0.93481445 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130950.3
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 0.92506104 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 128910.1
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 0.93160400 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 129265.5
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 1.01118164 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130930.2
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 0.95086670 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128364.6
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 0.89581299 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130844.6
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 0.90964355 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129473.4
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 1.00498047 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 130354.2
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 0.94780273 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130878.0
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 0.96345215 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 128126.8
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 0.95495605 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 129054.4
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 0.94965820 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130658.9
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 0.94304199 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129524.5
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 1.04617920 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0100s; samplesPerSecond = 127726.7
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 0.91254883 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130148.8
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 0.95057373 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129251.2
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 0.97995605 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130547.0
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 0.92025146 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129329.5
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 0.92691650 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 127645.1
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 0.97020264 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130654.9
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 0.97189941 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 127460.8
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 0.94204102 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129419.7
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 0.89184570 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130488.4
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 0.94771729 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129750.3
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 0.94229736 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 129264.2
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 0.92075195 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130669.6
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 0.90227051 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0100s; samplesPerSecond = 128578.6
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 0.91425781 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130728.3
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 0.90323486 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130969.1
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 0.93326416 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 128047.4
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 0.99781494 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130712.3
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 0.88800049 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128275.8
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 0.93770752 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129905.7
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 0.86968994 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130638.9
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 0.93443604 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128048.7
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 0.92662354 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128383.9
01/16/2018 22:34:12:  Epoch[14 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 0.94536133 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130427.3
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 0.86788330 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129229.0
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 0.92229004 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130414.0
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 0.91192627 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0101s; samplesPerSecond = 127325.2
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 0.91790771 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 127985.9
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 0.96743164 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130666.9
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 0.89970703 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130037.7
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 0.94753418 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 128262.9
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 0.89309082 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130540.3
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 0.94444580 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0101s; samplesPerSecond = 127058.5
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 0.85593262 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129701.7
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 0.91267090 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130588.3
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 0.93785400 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130139.5
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 0.95775146 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130327.7
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 0.94593506 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0102s; samplesPerSecond = 125949.5
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 0.95651855 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0099s; samplesPerSecond = 129812.2
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 0.92398682 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130552.3
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 0.89580078 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130841.9
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 0.94802246 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128429.0
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 0.87717285 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130772.4
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 0.96208496 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129634.7
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 0.96146240 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 128496.0
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 0.94085693 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130694.9
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 0.94332275 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0101s; samplesPerSecond = 127109.0
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 0.97464600 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130757.7
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 0.89948730 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128264.2
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 0.96717529 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129696.4
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 0.95603027 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130087.9
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 0.93251953 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0101s; samplesPerSecond = 126657.4
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 0.98347168 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130629.6
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 0.96716309 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130656.2
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 0.87971191 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 128921.8
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 0.92863770 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 126342.4
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 0.93222656 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130708.3
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 0.95520020 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130006.0
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 1.03112793 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 130621.6
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 0.95202637 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130565.6
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 0.95789795 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129221.1
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 0.93977051 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130264.0
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 0.99451904 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0100s; samplesPerSecond = 127867.0
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 0.94630127 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130279.9
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 0.91297607 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130368.8
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 0.91817627 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 128770.0
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 0.94174805 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0102s; samplesPerSecond = 125404.1
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 0.97030029 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130860.6
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 0.98079834 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129355.6
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 0.92722168 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127804.5
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 0.90422363 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130485.8
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 0.97133789 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128487.0
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 0.89477539 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130672.2
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 0.88959961 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 128707.9
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 0.93596191 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127650.2
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 0.96694336 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129480.0
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 0.90126953 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127983.4
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 0.97541504 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 128512.8
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 0.97536621 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130883.4
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 0.92089844 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129828.0
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 0.93142090 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 127308.7
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 0.98994141 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130356.9
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 0.96225586 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 127134.2
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 0.97126465 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 128683.3
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 0.90002441 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130410.0
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 0.87321777 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127973.1
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 0.97158203 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130840.5
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 0.96750488 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130299.8
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 0.91904297 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0101s; samplesPerSecond = 126151.9
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 0.88981934 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130702.9
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 0.95261230 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127511.6
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 0.94118652 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 127432.9
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 0.94169922 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130696.3
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 0.92932129 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 128997.1
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 0.91125488 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128494.7
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 0.90996094 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130780.4
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 0.95510254 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0101s; samplesPerSecond = 126118.3
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 0.91687012 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130729.6
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 0.96379395 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0100s; samplesPerSecond = 128005.1
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 0.90986328 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130039.0
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 0.94777832 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130297.1
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 0.96091309 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0101s; samplesPerSecond = 127191.1
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 0.91269531 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129085.6
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 0.96694336 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130735.0
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 0.94348145 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129905.7
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 0.90061035 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 128443.1
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 0.98466797 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130559.0
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 0.95522461 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128507.6
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 0.93779297 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130358.2
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 0.87531738 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 0.92951660 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 127038.3
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 0.94450684 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130832.5
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 0.96831055 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0101s; samplesPerSecond = 126150.6
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 0.95437012 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128232.1
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 0.93000488 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130724.3
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 0.95549316 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0102s; samplesPerSecond = 125145.4
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 0.88417969 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128277.1
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 0.96147461 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130951.7
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 0.97631836 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 127826.2
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 0.95734863 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 128964.7
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 0.98747559 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130012.6
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 0.90773926 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 127431.7
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 0.96015625 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130610.9
01/16/2018 22:34:13:  Epoch[14 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 0.92714844 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 127874.7
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 0.90915527 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130019.2
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 0.86989746 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 129980.9
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 0.95278320 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0101s; samplesPerSecond = 126548.5
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 0.96835938 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 127739.4
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 0.93940430 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 127975.7
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 0.91945801 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 128722.1
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 0.96774902 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 128729.9
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 0.93874512 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130093.2
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 1.04001465 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130700.3
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 0.95517578 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129319.1
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 0.99311523 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130598.9
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 0.93874512 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0101s; samplesPerSecond = 126639.9
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 0.93869629 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130035.0
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 0.87680664 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129392.3
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 0.93557129 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128094.8
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 0.91674805 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0104s; samplesPerSecond = 123170.5
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 0.90439453 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 127150.6
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 0.91628418 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127722.8
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 0.91115723 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 128928.3
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 0.93781738 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 127547.2
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 0.94250488 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127519.3
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 0.95407715 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129880.7
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 0.93066406 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 127882.3
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 0.94980469 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129556.0
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 0.87600098 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129285.1
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 0.90212402 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0102s; samplesPerSecond = 125461.9
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 0.94968262 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129003.6
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 0.92377930 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 128236.0
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 0.98486328 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0099s; samplesPerSecond = 129308.6
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 0.89553223 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129892.5
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 0.92399902 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130532.3
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 0.94189453 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 128354.3
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 0.89375000 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129553.3
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 0.98183594 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129273.3
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 0.93498535 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129596.6
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 0.88164062 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0106s; samplesPerSecond = 120663.7
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 0.92517090 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130199.1
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 0.89946289 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 126981.6
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 0.95698242 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 129950.6
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 0.93791504 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129408.0
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 0.87517090 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 129963.8
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 1.00871582 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 129638.6
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 0.89394531 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 128651.0
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 0.92558594 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130271.9
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 0.94013672 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129747.7
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 0.95402832 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 129397.5
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 0.92470703 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129768.7
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 0.95705566 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129349.1
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 0.90747070 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130804.4
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 0.90700684 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130594.9
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 0.90461426 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0097s; samplesPerSecond = 131299.6
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 0.94450684 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130946.3
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 0.96035156 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129110.3
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 0.89362793 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130942.3
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 0.86723633 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130693.6
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 0.99973145 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0100s; samplesPerSecond = 127747.1
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 0.89777832 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0102s; samplesPerSecond = 125638.0
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 0.93383789 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130340.9
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 0.90974121 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130113.0
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 0.91799316 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129899.1
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 0.92893066 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130665.6
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 0.94624023 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130543.0
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 0.91105957 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130189.8
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 0.90725098 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0102s; samplesPerSecond = 125174.8
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 0.93388672 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 128920.5
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 0.96677246 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130713.6
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 0.93374023 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130993.2
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 0.95776367 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130847.2
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 0.97141113 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130963.7
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 0.90871582 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129622.9
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 0.92446289 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127923.2
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 0.93957520 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130213.6
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 0.92211914 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128257.8
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 0.95615234 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 0.91657715 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130566.9
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 1.01513672 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130164.6
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 0.90009766 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128511.5
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 0.98225098 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0100s; samplesPerSecond = 127498.9
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 0.91987305 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130395.4
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 1.00593262 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130852.6
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 0.94555664 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130537.7
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 0.89685059 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130376.8
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 1.01560059 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130724.3
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 0.88164062 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130868.6
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 0.88347168 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 129988.8
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 0.86679688 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 0.97636719 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0099s; samplesPerSecond = 129897.8
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 0.96716309 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0099s; samplesPerSecond = 129663.6
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 0.97836914 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 131050.9
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 0.90610352 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130188.5
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 0.92185059 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128603.1
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 0.90678711 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 128680.7
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 0.92651367 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129472.1
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 0.92092285 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 0.97102051 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130924.9
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 0.94553223 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131080.4
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 0.88305664 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129618.9
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 0.91052246 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130315.7
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 0.95512695 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 131002.6
01/16/2018 22:34:14:  Epoch[14 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 0.95441895 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130915.5
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 0.90107422 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 0.96894531 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 131252.4
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 0.92072754 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128381.3
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 0.94389648 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130719.0
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 0.95793457 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 131146.2
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 0.94365234 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129436.7
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 0.93691406 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130945.0
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 0.91369629 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0101s; samplesPerSecond = 127145.6
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 0.91081543 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130874.0
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 0.93681641 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130379.4
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 0.89809570 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130636.2
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 0.93781738 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130880.7
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 0.92438965 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0097s; samplesPerSecond = 131346.7
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 0.97170410 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130148.8
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 0.91975098 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0097s; samplesPerSecond = 131553.3
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 0.96855469 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 131089.8
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 0.93515625 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130111.7
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 0.90710449 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 131241.7
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 0.97014160 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130208.3
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 0.88259277 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130911.5
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 0.90456543 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130930.2
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 0.98696289 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 131072.3
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 0.94167480 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 131058.9
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 0.94548340 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0139s; samplesPerSecond = 91874.2
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 0.97502441 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 131065.6
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 0.97595215 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131053.5
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 0.94221191 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129928.1
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 1.01154785 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0100s; samplesPerSecond = 128354.3
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 0.93225098 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 131282.1
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 0.90957031 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 131241.7
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 0.94606934 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131162.3
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 0.92028809 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130908.8
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 0.94462891 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129210.7
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 0.88061523 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 131140.8
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 0.90634766 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130777.7
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 0.94104004 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130692.3
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 0.94089355 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130298.5
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 1.00976562 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130949.0
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 0.92341309 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130154.0
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 0.89272461 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130943.6
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 0.95698242 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 131062.9
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 0.96015625 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130616.2
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 0.88068848 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130727.0
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 0.92292480 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129783.2
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 0.95908203 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 131061.6
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 0.92519531 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 131093.8
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 0.99921875 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130453.8
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 0.91713867 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130876.7
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 0.92780762 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131147.5
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 0.92187500 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130776.4
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 0.97753906 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130058.8
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 0.93850098 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 128831.0
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 0.99541016 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130275.9
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 0.94213867 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130924.9
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 0.98474121 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 131241.7
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 0.94028320 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130040.3
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 0.97441406 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 129687.2
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 0.94946289 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127702.5
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 0.96660156 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 131178.5
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 0.88525391 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131142.2
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 0.93940430 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 131050.9
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 0.96989746 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130975.8
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 0.93786621 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130753.7
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 0.96948242 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130489.7
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 0.96857910 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0097s; samplesPerSecond = 131342.7
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 0.93715820 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128088.4
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 0.95292969 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130811.1
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 0.91191406 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131012.0
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 0.94926758 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 0.97768555 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 0.98857422 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130162.0
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 0.98305664 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130664.2
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 1.00449219 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130911.5
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 0.92421875 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0102s; samplesPerSecond = 125929.7
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 0.93295898 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131067.0
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 0.96835938 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0097s; samplesPerSecond = 131303.6
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 0.92099609 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130024.5
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 0.97607422 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 131222.8
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 0.94980469 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 131034.8
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 0.91918945 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130832.5
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 0.99536133 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130451.2
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 0.96508789 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130074.7
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 0.94575195 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130189.8
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 0.90781250 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131135.4
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 0.93735352 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131143.5
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 0.96289062 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131062.9
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 0.97924805 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130983.8
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 0.96860352 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129477.3
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 0.98857422 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0100s; samplesPerSecond = 128279.6
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 0.94990234 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130789.7
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 0.96572266 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 129978.3
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 0.92714844 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130483.1
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 0.89350586 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131163.7
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 0.90644531 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130986.5
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 0.92993164 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130441.9
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 0.96938477 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130886.0
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 0.96210938 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130612.2
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 0.97573242 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130740.3
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 0.91049805 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 126787.9
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 0.89531250 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130927.5
01/16/2018 22:34:15:  Epoch[14 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 0.97265625 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130963.7
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 0.90908203 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130241.5
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 0.97104492 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130613.6
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 0.91362305 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 128955.6
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 0.94916992 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131197.3
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 0.94975586 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130965.0
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 0.95043945 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130907.5
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 0.92045898 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129231.6
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 0.96806641 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130528.3
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 1.00849609 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 129780.6
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 0.89423828 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131095.2
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 0.95112305 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129323.0
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 0.99091797 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130880.7
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 0.93891602 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 131161.0
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 0.92944336 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130505.7
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 0.98168945 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130648.2
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 0.95263672 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 131012.0
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 0.93784180 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131046.8
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 1.00063477 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130569.6
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 0.92749023 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130949.0
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 0.91855469 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130203.0
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 0.95546875 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130673.6
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 0.98627930 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130776.4
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 0.92993164 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130753.7
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 0.93579102 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130551.0
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 0.95307617 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130860.6
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 0.98129883 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 131021.4
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 0.95771484 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129884.6
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 0.91352539 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128333.7
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 0.93789062 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0097s; samplesPerSecond = 131326.5
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 0.97299805 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130998.6
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 0.91865234 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130135.5
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 0.99755859 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0098s; samplesPerSecond = 130848.6
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 0.87294922 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130824.5
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 0.95283203 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130242.8
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 0.91201172 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130533.7
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 0.93842773 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130121.0
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 0.87441406 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130205.7
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 0.96513672 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130690.9
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 0.94863281 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130294.5
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 0.97031250 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130827.2
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 0.95048828 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130469.8
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 0.90703125 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131126.0
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 0.97504883 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130847.2
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 0.92607422 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0103s; samplesPerSecond = 124735.7
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 0.94067383 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130456.5
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 0.93081055 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130032.4
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 0.94365234 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130788.4
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 0.91035156 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130986.5
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 0.95537109 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130955.7
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 0.96503906 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130024.5
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 1.00815430 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130813.8
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 0.93779297 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130113.0
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 0.94389648 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 131029.4
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 0.88618164 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130896.7
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 0.90537109 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130804.4
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 0.96406250 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 131163.7
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 0.98022461 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 0.93613281 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 129110.3
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 0.90996094 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130708.3
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 0.94287109 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 128940.0
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 0.95712891 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130234.8
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 0.91777344 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 131132.8
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 0.97866211 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130721.6
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 0.91083984 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129235.5
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 0.91425781 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131052.2
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 0.93046875 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129767.4
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 0.95322266 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130857.9
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 0.98994141 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130856.6
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 0.94052734 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130152.7
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 0.83549805 * 1280; EvalClassificationError = 0.26328125 * 1280; time = 0.0098s; samplesPerSecond = 130890.1
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 0.90429688 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130199.1
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 0.95605469 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 128801.1
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 0.91337891 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130827.2
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 0.98774414 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131084.4
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 0.96782227 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 131020.0
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 0.94233398 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 131163.7
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 0.91191406 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 131112.6
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 0.93447266 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131152.9
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 0.96826172 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130523.0
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 0.99970703 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130862.0
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 0.92783203 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130346.2
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 0.91850586 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 131036.1
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 0.94819336 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 127647.7
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 0.95917969 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130991.9
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 0.97841797 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 131162.3
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 0.88730469 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 131064.3
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 0.91210938 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 131126.0
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 0.97475586 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 129493.1
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 0.94848633 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 131140.8
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 0.97026367 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 128207.7
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 0.92041016 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130837.9
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 0.92338867 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0097s; samplesPerSecond = 131317.1
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 0.87172852 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130598.9
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 0.94160156 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130717.6
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 0.96103516 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130698.9
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 0.92436523 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131050.9
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 0.97680664 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 0.88715820 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130664.2
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 0.96757812 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0099s; samplesPerSecond = 129389.6
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 0.95957031 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 131084.4
01/16/2018 22:34:16:  Epoch[14 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 1.01967773 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130898.1
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 0.96254883 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130950.3
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 0.92270508 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130360.8
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 0.95649414 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130322.3
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 0.90214844 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130751.0
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 0.93505859 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130916.8
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 0.96166992 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130593.6
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 0.90268555 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131069.7
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 0.97182617 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 131048.2
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 0.94863281 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131247.1
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 0.91411133 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131009.3
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 0.97524414 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0102s; samplesPerSecond = 125900.0
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 0.92358398 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 128836.1
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 0.89531250 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 131154.3
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 0.96811523 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130755.0
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 0.90834961 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 131181.1
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 0.86308594 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 130927.5
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 0.90463867 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 128733.8
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 0.91528320 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131161.0
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 0.99687500 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 128824.5
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 0.96518555 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130827.2
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 0.94008789 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 131062.9
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 0.94360352 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0118s; samplesPerSecond = 108865.8
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 0.96831055 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130396.7
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 0.88525391 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130673.6
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 0.88940430 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0098s; samplesPerSecond = 130823.2
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 0.99965820 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130791.1
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 0.98994141 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0099s; samplesPerSecond = 129036.2
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 0.92827148 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 129979.6
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 0.93217773 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 131036.1
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 0.97812500 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130853.9
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 0.89799805 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130779.1
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 0.92612305 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130508.4
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 0.96274414 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0101s; samplesPerSecond = 126642.4
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 0.90239258 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130445.9
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 1.01933594 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130910.1
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 0.94145508 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130698.9
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 1.00400391 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 131080.4
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 0.91689453 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130935.6
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 0.97504883 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 130289.2
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 0.96323242 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130990.5
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 0.91118164 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130969.1
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 0.98486328 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130453.8
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 0.87084961 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129885.9
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 0.95209961 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129741.1
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 0.92167969 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130910.1
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 0.95424805 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130649.6
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 0.92241211 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131201.3
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 0.95742187 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 128674.3
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 0.95639648 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 131169.0
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 0.94345703 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130874.0
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 0.93686523 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130975.8
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 0.95341797 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 129718.8
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 0.99140625 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 130833.9
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 0.95986328 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130741.7
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 0.93261719 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130923.5
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 0.91191406 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0156s; samplesPerSecond = 82269.6
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 1.01538086 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0101s; samplesPerSecond = 126791.7
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 0.91035156 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130378.1
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 0.99477539 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0099s; samplesPerSecond = 129388.3
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 0.93203125 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129867.5
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 0.96318359 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130636.2
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 0.98154297 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 128704.0
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 0.93764648 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130326.3
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 0.95244141 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0124s; samplesPerSecond = 103411.8
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 0.91655273 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128479.2
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 0.98271484 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 127919.4
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 0.95180664 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130763.0
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 0.93310547 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 127870.9
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 0.97529297 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 131080.4
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 0.91264648 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 127865.7
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 0.93203125 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 127336.6
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 0.89335937 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130868.6
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 0.96220703 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0101s; samplesPerSecond = 127354.3
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 0.98427734 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 129730.6
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 1.00947266 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0098s; samplesPerSecond = 130767.0
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 0.92016602 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129745.1
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 0.89814453 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 128025.6
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 0.93710938 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 131123.4
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 0.95405273 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 127821.1
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 0.91176758 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129136.4
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 0.92529297 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130593.6
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 0.86977539 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0101s; samplesPerSecond = 126286.3
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 1.00449219 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130856.6
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 0.95717773 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129489.1
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 0.93906250 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130225.6
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 0.92177734 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130839.2
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 0.90932617 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127504.0
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 0.97060547 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0101s; samplesPerSecond = 126186.7
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 0.95102539 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130723.0
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 0.97407227 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0099s; samplesPerSecond = 129232.9
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 0.90332031 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127867.0
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 0.95581055 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130670.9
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 0.95625000 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128024.3
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 0.94379883 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130824.5
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 0.99477539 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 128701.4
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 0.94897461 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 127615.9
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 0.94907227 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130725.6
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 0.90249023 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 127317.6
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 0.90449219 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128539.9
01/16/2018 22:34:17:  Epoch[14 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 0.96494141 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130928.9
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 0.97153320 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130882.0
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 0.93920898 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 126569.8
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 0.98051758 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130313.1
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 0.91665039 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127793.0
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 0.92963867 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128187.2
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 0.90068359 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130563.0
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 0.93740234 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0100s; samplesPerSecond = 128125.6
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 0.89697266 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130609.6
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 0.94604492 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129341.3
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 0.91640625 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130209.7
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 1.00854492 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130124.9
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 0.90478516 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129372.6
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 0.88784180 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0101s; samplesPerSecond = 127143.1
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 0.94863281 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130824.5
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 0.95146484 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129531.1
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 0.94736328 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130859.3
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 0.89941406 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130973.1
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 0.94628906 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127971.8
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 0.90742188 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 131006.6
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 0.90224609 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129661.0
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 0.93833008 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130785.7
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 0.92387695 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130318.4
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 0.92436523 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127965.4
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 0.91723633 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129850.4
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 0.97001953 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130815.1
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 0.95170898 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 128508.9
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 0.95312500 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 127446.9
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 0.93051758 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130495.1
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 1.01293945 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0099s; samplesPerSecond = 128904.9
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 1.00537109 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130271.9
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 0.91479492 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129683.3
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 0.92583008 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129185.9
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 0.94985352 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130656.2
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 0.94213867 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128448.3
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 0.96157227 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 127832.5
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 0.88413086 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130327.7
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 0.98662109 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0099s; samplesPerSecond = 129909.7
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 0.88715820 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130689.6
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 0.98266602 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130724.3
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 0.94301758 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129235.5
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 0.88447266 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130789.7
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 0.94277344 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129363.5
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 0.92558594 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 128325.9
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 0.95576172 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130856.6
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 0.94599609 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 128884.1
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 0.96933594 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 127873.4
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 0.98789063 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130775.0
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 0.94008789 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127618.4
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 0.92915039 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130279.9
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 0.92363281 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130419.3
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 0.98876953 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 127957.8
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 0.91450195 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129756.9
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 0.98466797 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0101s; samplesPerSecond = 127283.4
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 0.96933594 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 127828.7
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 0.90678711 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130753.7
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 0.91137695 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129754.3
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 0.94448242 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128338.8
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 0.94174805 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130419.3
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 0.98081055 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128304.1
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 0.94145508 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0099s; samplesPerSecond = 129188.5
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 0.91572266 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130314.4
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 0.94711914 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130150.1
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 0.90625000 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130785.7
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 0.93515625 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0101s; samplesPerSecond = 127071.1
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 0.95874023 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129459.0
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 0.94531250 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131212.1
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 0.98696289 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129808.2
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 0.96503906 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 128197.4
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 0.98750000 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 131018.7
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 0.97060547 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130751.0
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 0.95966797 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130903.4
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 0.96674805 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0099s; samplesPerSecond = 129810.9
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 0.94443359 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 131060.3
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 0.98789063 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130840.5
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 0.90937500 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130211.0
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 0.93701172 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130646.9
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 0.95112305 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 131255.1
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 0.94506836 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0101s; samplesPerSecond = 127360.6
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 0.95268555 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130927.5
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 0.94941406 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 131128.7
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 1.03676758 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 131097.8
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 0.96166992 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130532.3
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 0.91162109 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130823.2
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 0.92563477 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131034.8
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 0.94794922 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 131233.6
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 0.94536133 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 131245.7
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 0.93886719 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130860.6
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 0.92231445 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 131210.7
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 0.90820312 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129678.0
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 0.93730469 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129684.6
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 0.92651367 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131170.4
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 0.97436523 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 128966.0
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 0.98203125 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 131138.1
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 0.90844727 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129532.4
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 0.98198242 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 131135.4
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 0.92729492 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130979.8
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 0.91860352 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 1.00410156 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0100s; samplesPerSecond = 128047.4
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 0.94907227 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 131131.4
01/16/2018 22:34:18:  Epoch[14 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 0.97250977 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128466.3
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 0.94370117 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130676.2
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 0.94926758 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130226.9
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 0.95034180 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130435.2
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 0.95346680 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130874.0
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 0.92470703 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130888.7
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 1.01166992 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 131058.9
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 0.93217773 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 131026.7
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 0.88657227 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130058.8
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 1.00151367 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 130912.8
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 0.95229492 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130946.3
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 0.91835937 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131084.4
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 0.98608398 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130958.3
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 0.91772461 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131091.1
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 0.93452148 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 131112.6
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 0.92089844 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129549.4
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 0.89248047 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 129992.8
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 0.96225586 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 127720.3
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 0.91777344 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130757.7
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 0.95649414 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128354.3
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 0.96660156 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 131020.0
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 1.00922852 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 131267.2
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 0.97529297 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 0.95820313 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130924.9
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 0.91665039 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 128971.2
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 0.92622070 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 131114.0
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 0.90571289 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131093.8
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 0.99794922 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 131067.0
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 0.96987305 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129487.8
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 0.99467773 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 130949.0
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 0.98168945 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130123.6
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 0.91660156 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131143.5
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 0.91166992 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0097s; samplesPerSecond = 131411.4
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 1.00766602 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0100s; samplesPerSecond = 128209.0
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 0.94365234 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0097s; samplesPerSecond = 131484.3
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 0.89545898 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130962.4
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 0.92412109 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130957.0
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 0.97363281 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 0.90693359 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130871.3
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 0.96889648 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 130684.3
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 0.96108398 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131132.8
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 0.96455078 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0097s; samplesPerSecond = 131326.5
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 0.90952148 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130483.1
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 0.92734375 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130487.1
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 1.01865234 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0099s; samplesPerSecond = 129119.5
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 0.95966797 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130784.4
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 0.93237305 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130836.5
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 0.98955078 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 131187.9
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 0.95297852 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130981.1
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 0.93354492 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131114.0
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 0.96977539 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130975.8
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 0.96743164 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130737.6
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 0.92470703 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129909.7
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 0.91474609 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130370.1
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 1.00122070 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 131005.3
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 0.97592773 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 131026.7
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 0.93701172 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130927.5
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 0.93623047 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0183s; samplesPerSecond = 70052.5
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 0.90092773 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0119s; samplesPerSecond = 107741.4
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 0.97792969 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0101s; samplesPerSecond = 127188.5
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 0.95791016 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0151s; samplesPerSecond = 84919.5
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 0.97958984 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0161s; samplesPerSecond = 79342.4
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 0.93632812 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0107s; samplesPerSecond = 119852.4
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 0.95117188 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130062.8
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 0.94677734 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0101s; samplesPerSecond = 126539.7
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 0.96186523 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0106s; samplesPerSecond = 120920.1
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 0.95834961 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0109s; samplesPerSecond = 117897.4
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 0.98134766 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130013.9
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 0.94619141 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129738.5
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 0.95654297 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130566.9
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 0.91899414 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 128803.7
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 0.94414062 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130763.0
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 0.94770508 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0101s; samplesPerSecond = 126280.1
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 0.95947266 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 128989.3
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 0.92626953 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130226.9
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 0.94877930 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127370.8
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 0.91201172 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0101s; samplesPerSecond = 127197.4
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 0.89829102 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130390.0
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 0.97758789 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0101s; samplesPerSecond = 127194.9
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 0.91484375 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129737.2
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 0.91752930 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129945.3
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 0.92480469 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127947.5
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 0.94306641 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 128786.9
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 0.97426758 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130472.5
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 0.89882812 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 127358.1
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 0.91547852 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130343.6
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 0.94287109 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0103s; samplesPerSecond = 123996.2
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 0.88159180 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130087.9
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 0.93344727 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130733.6
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 0.96987305 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 128921.8
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 0.94331055 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 128000.0
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 0.88110352 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129444.6
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 0.92504883 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127720.3
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 0.93696289 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0101s; samplesPerSecond = 127359.4
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 0.91171875 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130720.3
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 0.96796875 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 129358.3
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 0.98242188 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130340.9
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 0.92460937 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130535.0
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 0.91669922 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 128771.3
01/16/2018 22:34:19:  Epoch[14 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 0.94384766 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130348.9
01/16/2018 22:34:20:  Epoch[14 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 0.92890625 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129641.3
01/16/2018 22:34:20:  Epoch[14 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 0.91494141 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127840.2
01/16/2018 22:34:20:  Epoch[14 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 0.88984375 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130485.8
01/16/2018 22:34:20:  Epoch[14 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 0.95595703 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127801.9
01/16/2018 22:34:20: Finished Epoch[14 of 25]: [Training] CrossEntropyWithSoftmax = 0.94050119 * 1124823; EvalClassificationError = 0.30705631 * 1124823; totalSamplesSeen = 15747522; learningRatePerSample = 0.0009765625; epochTime=8.9265s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:34:20: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.24200264 * 122487; perplexity = 3.46254075; EvalClassificationError = 0.39107007 * 122487
01/16/2018 22:34:20: Finished Epoch[14 of 25]: [Validate] CrossEntropyWithSoftmax = 1.24200264 * 122487; EvalClassificationError = 0.39107007 * 122487
01/16/2018 22:34:20: Loading (rolling back to) previous model with best training-criterion value: /tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.13.
ValidateSubNetwork: InvStdOfFeatures InvStdDev operation changed, from [792 x 1] to [792].ValidateSubNetwork: MeanOfFeatures Mean operation changed, from [792 x 1] to [792].ValidateSubNetwork: Prior Mean operation changed, from [183 x 1] to [183].01/16/2018 22:34:20: learnRatePerSample reduced to 0.00048828125
01/16/2018 22:34:20: SGD: revoke back to and update checkpoint file for epoch 13

01/16/2018 22:34:20: Starting Epoch 14: learning rate per sample = 0.000488  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 13: frames [14622699..15747522] (first utterance at frame 14622699), data subset 0 of 1, with 1 datapasses

01/16/2018 22:34:20: Starting minibatch loop.
01/16/2018 22:34:20:  Epoch[14 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 1.00130749 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0103s; samplesPerSecond = 124277.9
01/16/2018 22:34:20:  Epoch[14 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 0.91620388 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130511.0
01/16/2018 22:34:20:  Epoch[14 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 0.93252945 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129742.4
01/16/2018 22:34:20:  Epoch[14 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 0.92715187 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129763.5
01/16/2018 22:34:20:  Epoch[14 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 0.93284988 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130958.3
01/16/2018 22:34:20:  Epoch[14 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 0.96041908 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 127715.2
01/16/2018 22:34:20:  Epoch[14 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 0.90201149 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127937.3
01/16/2018 22:34:20:  Epoch[14 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 0.93484955 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130574.9
01/16/2018 22:34:20:  Epoch[14 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 0.93411255 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130164.6
01/16/2018 22:34:20:  Epoch[14 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 0.92717514 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130721.6
01/16/2018 22:34:20:  Epoch[14 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 0.92487564 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127572.6
01/16/2018 22:34:20:  Epoch[14 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 0.92989883 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130557.6
01/16/2018 22:34:20:  Epoch[14 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 0.95777969 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130573.6
01/16/2018 22:34:20:  Epoch[14 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 0.93521271 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 128514.1
01/16/2018 22:34:20:  Epoch[14 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 0.91237488 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0099s; samplesPerSecond = 128910.1
01/16/2018 22:34:20:  Epoch[14 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 0.97617035 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130731.0
01/16/2018 22:34:20:  Epoch[14 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 0.90476227 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 129620.3
01/16/2018 22:34:20:  Epoch[14 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 0.93985901 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130614.9
01/16/2018 22:34:20:  Epoch[14 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 0.98148193 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130294.5
01/16/2018 22:34:20:  Epoch[14 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 0.93944244 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130500.4
01/16/2018 22:34:20:  Epoch[14 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 0.93066254 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130250.7
01/16/2018 22:34:20:  Epoch[14 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 0.90652008 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 127685.9
01/16/2018 22:34:20:  Epoch[14 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 0.89810181 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129749.0
01/16/2018 22:34:20:  Epoch[14 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 0.94718933 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129726.7
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 0.94674377 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0100s; samplesPerSecond = 128043.5
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 0.90350189 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0102s; samplesPerSecond = 125825.7
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 0.86894379 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130297.1
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 0.89367676 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 128351.7
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 0.90841370 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 127698.6
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 0.90395508 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130598.9
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 0.94639282 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127749.6
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 0.92381287 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130900.8
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 0.94375610 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 127850.4
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 0.92481079 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129435.4
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 0.92064514 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130220.3
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 0.91976013 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130154.0
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 0.92744751 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 128010.2
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 0.89702148 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130688.3
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 0.90815125 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128029.4
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 0.96124878 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130039.0
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 0.94764709 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130712.3
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 0.90796204 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 128244.9
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 0.96846008 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130849.9
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 0.94000244 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0101s; samplesPerSecond = 127067.3
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 0.92191772 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130167.3
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 0.98011780 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 0.93615723 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0101s; samplesPerSecond = 126183.0
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 0.91044617 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128210.3
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 0.88641968 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130656.2
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 0.95554199 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 128371.0
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 0.96927795 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 128834.8
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 0.88480835 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130777.7
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 0.94153137 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130156.7
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 0.90548096 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 129970.4
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 0.90628967 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130148.8
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 0.88890076 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0102s; samplesPerSecond = 125570.2
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 0.93100586 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 0.95583496 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129938.7
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 0.95230713 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0101s; samplesPerSecond = 127181.0
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 0.92755127 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130428.6
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 0.91379395 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 128910.1
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 0.86319580 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 126281.3
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 0.93251953 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130710.9
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 1.01231079 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 128786.9
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 0.90782471 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127864.5
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 0.94717407 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130685.6
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 0.91699219 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0101s; samplesPerSecond = 126242.7
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 0.90645752 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130584.3
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 0.89948730 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 127598.1
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 0.91433716 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129828.0
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 0.98624268 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130686.9
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 0.86358643 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0102s; samplesPerSecond = 126009.1
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 0.94239502 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129282.5
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 0.92437744 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130252.1
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 0.93800049 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129688.5
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 0.88958130 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0103s; samplesPerSecond = 124367.2
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 0.92132568 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130602.9
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 0.92958374 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130143.5
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 0.90988770 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130678.9
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 0.89386597 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130548.3
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 0.97435913 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0103s; samplesPerSecond = 124626.4
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 0.93845215 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130777.7
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 0.93966675 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128155.1
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 0.89762573 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 128536.0
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 0.91699829 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130710.9
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 0.96306152 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129914.9
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 0.94263306 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0101s; samplesPerSecond = 126315.0
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 0.97152100 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130772.4
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 0.94653931 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128105.0
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 0.92202759 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 129990.1
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 0.90482178 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130791.1
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 0.92338257 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0101s; samplesPerSecond = 126404.8
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 0.89490967 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130772.4
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 0.93783569 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0101s; samplesPerSecond = 127024.5
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 0.93574829 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129040.1
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 0.98365479 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130686.9
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 0.90765381 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0104s; samplesPerSecond = 123022.5
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 0.90300293 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 128895.8
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 0.97888184 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130410.0
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 0.94988403 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 127589.2
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 0.96579590 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0101s; samplesPerSecond = 126499.7
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 0.91763306 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130612.2
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 0.90712280 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128445.7
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 0.83205566 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 128503.7
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 0.95552368 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130461.8
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 0.93323364 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127671.9
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 0.90870972 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130732.3
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 0.96405029 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127542.1
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 0.94319458 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129885.9
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 0.94733887 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130613.6
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 0.91370239 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 128216.7
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 0.93101807 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127573.9
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 0.91943359 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130775.0
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 0.89880371 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 127183.5
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 0.92145996 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 128971.2
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 0.94090576 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130256.0
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 0.92823486 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 127758.5
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 0.92861328 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130710.9
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 0.91038818 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130421.9
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 0.92979736 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128528.3
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 0.94643555 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130539.0
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 0.96716309 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0101s; samplesPerSecond = 127140.5
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 0.90135498 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129917.6
01/16/2018 22:34:21:  Epoch[14 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 0.90477295 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130496.4
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 0.91053467 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127553.6
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 0.90354004 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0102s; samplesPerSecond = 125561.6
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 0.90899658 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130193.8
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 0.95168457 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127505.3
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 0.92972412 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130082.6
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 0.92238770 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130519.0
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 0.98819580 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 127902.8
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 0.93446045 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130689.6
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 0.92779541 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0101s; samplesPerSecond = 127093.8
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 0.92094727 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129940.0
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 0.90623779 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130539.0
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 0.92270508 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129226.4
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 0.92430420 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0102s; samplesPerSecond = 125248.3
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 0.91660156 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130934.2
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 0.92698975 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 128773.9
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 1.00662842 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 129959.8
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 0.94440918 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130680.3
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 0.88575439 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 128271.9
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 0.90045166 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130303.8
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 0.99509277 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130452.5
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 0.93933105 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 128762.3
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 0.95876465 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130862.0
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 0.94764404 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 128229.5
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 0.94042969 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129279.9
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 0.93327637 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130796.4
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 1.03421631 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0100s; samplesPerSecond = 127452.0
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 0.90808105 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 126529.7
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 0.93811035 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130870.0
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 0.96978760 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130177.9
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 0.91214600 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129529.7
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 0.91625977 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130457.8
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 0.96392822 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 127313.8
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 0.96293945 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129793.7
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 0.93271484 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 127516.7
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 0.88696289 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127846.6
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 0.93800049 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130524.3
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 0.93298340 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129912.3
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 0.91198730 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 127749.6
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 0.89254150 * 1280; EvalClassificationError = 0.26796875 * 1280; time = 0.0098s; samplesPerSecond = 130610.9
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 0.90631104 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128205.1
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 0.89249268 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129158.6
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 0.92630615 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130586.9
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 0.98518066 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0101s; samplesPerSecond = 126809.3
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 0.88072510 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130811.1
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 0.92978516 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130674.9
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 0.86048584 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128337.5
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 0.92478027 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130521.7
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 0.91829834 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 127087.5
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 0.93885498 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129816.1
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 0.85742188 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130954.3
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 0.90965576 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129921.5
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 0.90184326 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127407.6
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 0.90734863 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130915.5
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 0.95810547 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130580.3
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 0.89063721 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 130383.4
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 0.93776855 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130706.9
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 0.88568115 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127462.1
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 0.93427734 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130394.0
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 0.84920654 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0099s; samplesPerSecond = 129251.2
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 0.90334473 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130123.6
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 0.92806396 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130684.3
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 0.94877930 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 128982.8
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 0.93846436 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0101s; samplesPerSecond = 126899.8
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 0.94610596 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130273.3
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 0.91386719 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129670.2
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 0.88591309 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130492.4
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 0.93961182 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130367.5
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 0.86453857 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0101s; samplesPerSecond = 126604.8
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 0.95491943 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130827.2
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 0.95120850 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130211.0
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 0.93275146 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130142.1
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 0.93521729 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130406.0
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 0.96400146 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 126416.0
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 0.89365234 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129685.9
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 0.96027832 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130634.9
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 0.94440918 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129142.9
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 0.92110596 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0101s; samplesPerSecond = 126833.1
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 0.97457275 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130849.9
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 0.95932617 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129532.4
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 0.86773682 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130412.6
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 0.92426758 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128591.5
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 0.92593994 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0102s; samplesPerSecond = 125269.1
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 0.94122314 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130791.1
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 1.02275391 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130053.5
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 0.94395752 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 128722.1
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 0.95026855 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130507.0
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 0.92644043 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128444.4
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 0.98597412 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0101s; samplesPerSecond = 126874.6
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 0.93577881 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130745.7
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 0.90239258 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128506.3
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 0.90946045 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130702.9
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 0.93554688 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 0.96086426 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0103s; samplesPerSecond = 124840.3
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 0.97495117 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130493.7
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 0.91334229 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129607.1
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 0.89926758 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130376.8
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 0.96092529 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130433.9
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 0.88620605 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0102s; samplesPerSecond = 125310.8
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 0.88093262 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0099s; samplesPerSecond = 129266.8
01/16/2018 22:34:22:  Epoch[14 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 0.92827148 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130775.0
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 0.95673828 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130056.2
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 0.88615723 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 127368.3
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 0.96428223 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130536.3
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 0.96862793 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130000.7
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 0.91364746 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130511.0
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 0.92602539 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129055.7
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 0.97937012 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0102s; samplesPerSecond = 125731.8
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 0.95041504 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130520.3
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 0.95854492 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129884.6
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 0.89160156 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129896.5
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 0.86306152 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130524.3
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 0.96047363 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 128929.6
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 0.95668945 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0102s; samplesPerSecond = 125784.9
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 0.91081543 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130437.9
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 0.88312988 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 129955.8
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 0.94196777 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130840.5
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 0.92915039 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128243.7
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 0.93210449 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0101s; samplesPerSecond = 127071.1
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 0.92243652 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130425.9
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 0.90051270 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128227.0
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 0.89704590 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128212.8
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 0.94650879 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130759.0
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 0.90903320 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 127987.2
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 0.95112305 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 128475.4
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 0.90102539 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130835.2
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 0.94025879 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130040.3
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 0.95114746 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127864.5
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 0.90261230 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130087.9
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 0.96101074 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129053.1
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 0.93347168 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130311.7
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 0.88532715 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129023.2
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 0.96950684 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 127899.0
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 0.94929199 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130245.4
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 0.92844238 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127804.5
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 0.86381836 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130323.7
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 0.92282715 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130451.2
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 0.93308105 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130023.2
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 0.95874023 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130061.5
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 0.94436035 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130557.6
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 0.92028809 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127515.4
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 0.94658203 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130697.6
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 0.87727051 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129481.3
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 0.95124512 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127801.9
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 0.96359863 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130811.1
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 0.94699707 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0100s; samplesPerSecond = 128287.4
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 0.97585449 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0101s; samplesPerSecond = 126962.7
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 0.90061035 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130751.0
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 0.94831543 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0101s; samplesPerSecond = 127027.0
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 0.91701660 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 128959.5
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 0.89980469 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130351.5
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 0.86010742 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0099s; samplesPerSecond = 129754.3
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 0.94182129 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130733.6
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 0.95927734 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0101s; samplesPerSecond = 126215.3
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 0.92705078 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129751.6
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 0.90671387 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130823.2
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 0.96257324 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130493.7
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 0.92917480 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127905.4
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 1.02587891 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130714.9
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 0.94406738 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129453.8
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 0.98271484 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0099s; samplesPerSecond = 129833.2
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 0.92832031 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130495.1
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 0.93051758 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128477.9
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 0.86684570 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130076.0
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 0.92780762 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0102s; samplesPerSecond = 125587.5
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 0.90703125 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129912.3
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 0.89484863 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129920.2
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 0.90422363 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128438.0
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 0.90310059 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0101s; samplesPerSecond = 127162.0
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 0.92817383 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130523.0
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 0.93186035 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128062.8
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 0.94455566 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128214.1
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 0.92199707 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130573.6
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 0.93706055 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127664.2
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 0.86501465 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129259.0
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 0.89245605 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 0.93696289 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130136.8
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 0.91230469 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 128621.2
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 0.97436523 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0101s; samplesPerSecond = 126219.0
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 0.88437500 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 128621.2
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 0.91369629 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130767.0
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 0.93195801 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129079.1
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 0.88452148 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128037.1
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 0.97211914 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130780.4
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 0.92324219 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129801.6
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 0.87526855 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 129959.8
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 0.91325684 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130114.4
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 0.89157715 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 129957.2
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 0.94326172 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 131016.0
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 0.92609863 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0102s; samplesPerSecond = 125852.9
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 0.86171875 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129508.8
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 0.99833984 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130694.9
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 0.88623047 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 127553.6
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 0.91582031 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0102s; samplesPerSecond = 124973.2
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 0.93132324 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130581.6
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 0.94130859 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 128207.7
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 0.91489258 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 127505.3
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 0.94626465 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130649.6
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 0.89885254 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127660.4
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 0.89875488 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127689.7
01/16/2018 22:34:23:  Epoch[14 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 0.89675293 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130741.7
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 0.93505859 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129498.3
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 0.94499512 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130181.8
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 0.88146973 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0101s; samplesPerSecond = 127134.2
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 0.85544434 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0101s; samplesPerSecond = 127192.3
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 0.98757324 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 130789.7
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 0.88908691 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128412.2
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 0.92331543 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0103s; samplesPerSecond = 123783.9
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 0.90085449 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129918.9
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 0.90922852 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129179.4
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 0.91791992 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 127568.8
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 0.94001465 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129855.6
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 0.90087891 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 128833.6
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 0.89775391 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0101s; samplesPerSecond = 126696.3
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 0.92336426 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129590.1
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 0.95688477 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128247.5
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 0.92346191 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130333.0
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 0.95051270 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 128492.1
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 0.95791016 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0113s; samplesPerSecond = 113770.7
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 0.89953613 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130354.2
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 0.91235352 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128223.1
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 0.92612305 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127847.9
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 0.90988770 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130248.1
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 0.94443359 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 127586.6
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 0.90959473 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 128807.6
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 1.00505371 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130614.9
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 0.89011230 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128151.2
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 0.97060547 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0104s; samplesPerSecond = 122613.6
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 0.91008301 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 0.99082031 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130347.6
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 0.93417969 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130503.0
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 0.89067383 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130613.6
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 1.00500488 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0101s; samplesPerSecond = 126741.5
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 0.87060547 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130817.8
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 0.87294922 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0099s; samplesPerSecond = 129016.7
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 0.85598145 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130329.0
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 0.96508789 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130947.6
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 0.95578613 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 128592.8
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 0.96948242 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0102s; samplesPerSecond = 125981.8
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 0.89570313 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130924.9
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 0.91225586 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130081.3
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 0.89914551 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129575.6
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 0.91943359 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130383.4
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 0.90805664 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 127532.0
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 0.95981445 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130213.6
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 0.93632812 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 128956.9
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 0.87019043 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128381.3
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 0.89841309 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130573.6
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 0.94638672 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 127869.6
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 0.94724121 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 128284.8
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 0.89243164 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130098.5
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 0.95637207 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 128873.8
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 0.91357422 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 126566.0
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 0.93193359 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130536.3
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 0.94877930 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0102s; samplesPerSecond = 126048.8
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 0.93007812 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130604.2
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 0.92612305 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130363.5
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 0.90251465 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127701.2
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 0.90251465 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130496.4
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 0.92392578 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 128851.7
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 0.88950195 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130372.8
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 0.92678223 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130487.1
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 0.91196289 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130177.9
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 0.96147461 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128034.6
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 0.91098633 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130592.3
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 0.95354004 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129430.2
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 0.92780762 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129083.0
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 0.89558105 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130617.6
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 0.95966797 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0101s; samplesPerSecond = 126599.8
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 0.87294922 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130717.6
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 0.89382324 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 128741.6
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 0.97778320 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130049.6
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 0.93186035 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130795.1
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 0.93251953 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0102s; samplesPerSecond = 125921.0
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 0.96516113 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 127930.9
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 0.96484375 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130872.7
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 0.93320313 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128604.4
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 0.99951172 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0102s; samplesPerSecond = 125765.2
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 0.91953125 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130406.0
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 0.89738770 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129650.5
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 0.93647461 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130644.2
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 0.90930176 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0101s; samplesPerSecond = 127149.4
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 0.92963867 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127664.2
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 0.87104492 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130740.3
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 0.89621582 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 128319.5
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 0.92822266 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 127773.8
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 0.93310547 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130662.9
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 1.00148926 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129862.2
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 0.91682129 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127685.9
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 0.88234863 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 0.95034180 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 128660.0
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 0.94619141 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130431.2
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 0.87265625 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0120s; samplesPerSecond = 107074.4
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 0.91218262 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0111s; samplesPerSecond = 115639.3
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 0.94787598 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0106s; samplesPerSecond = 120924.7
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 0.91306152 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130652.2
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 0.99152832 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0106s; samplesPerSecond = 120994.4
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 0.90151367 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0110s; samplesPerSecond = 116622.3
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 0.91743164 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130505.7
01/16/2018 22:34:24:  Epoch[14 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 0.91013184 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127959.1
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 0.96826172 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0101s; samplesPerSecond = 126951.4
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 0.93129883 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130130.2
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 0.98588867 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0102s; samplesPerSecond = 125463.1
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 0.92951660 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0111s; samplesPerSecond = 115220.9
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 0.97275391 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130541.6
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 0.92822266 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 128715.7
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 0.96408691 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0102s; samplesPerSecond = 125161.3
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 0.94194336 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130640.2
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 0.95737305 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 128828.4
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 0.87280273 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130285.2
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 0.92690430 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 126638.6
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 0.95849609 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 128179.5
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 0.92814941 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130169.9
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 0.95759277 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0103s; samplesPerSecond = 124442.2
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 0.95920410 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130394.0
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 0.92502441 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130407.3
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 0.94230957 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127462.1
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 0.90712891 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0102s; samplesPerSecond = 125556.7
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 0.93630371 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130624.2
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 0.96752930 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130515.0
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 0.97817383 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 128256.5
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 0.97539062 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130828.5
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 0.99184570 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 127982.1
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 0.91030273 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130684.3
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 0.92197266 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127391.1
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 0.95395508 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128238.5
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 0.91142578 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 128772.6
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 0.96333008 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0101s; samplesPerSecond = 126489.7
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 0.93959961 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 127920.7
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 0.90825195 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130614.9
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 0.98710937 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129434.1
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 0.95375977 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0101s; samplesPerSecond = 126108.4
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 0.93237305 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0101s; samplesPerSecond = 126538.5
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 0.89394531 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129917.6
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 0.92578125 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129140.3
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 0.95541992 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0135s; samplesPerSecond = 94608.8
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 0.96386719 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0108s; samplesPerSecond = 118803.4
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 0.95688477 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0139s; samplesPerSecond = 92220.3
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 0.97846680 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0126s; samplesPerSecond = 101672.0
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 0.93916016 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130871.3
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 0.95356445 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129209.4
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 0.91567383 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0102s; samplesPerSecond = 125994.2
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 0.88378906 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130547.0
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 0.89667969 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 129980.9
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 0.92255859 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130441.9
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 0.96093750 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130828.5
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 0.95234375 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0101s; samplesPerSecond = 126358.6
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 0.96015625 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128200.0
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 0.90263672 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130844.6
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 0.88808594 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130837.9
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 0.95698242 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130733.6
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 0.89663086 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0102s; samplesPerSecond = 125587.5
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 0.95976562 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 128184.6
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 0.90092773 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130868.6
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 0.93754883 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0179s; samplesPerSecond = 71419.4
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 0.93867188 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129839.8
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 0.94121094 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130768.4
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 0.91225586 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130857.9
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 0.95927734 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 131156.9
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 0.99658203 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 0.88149414 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130720.3
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 0.93750000 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 128157.6
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 0.98120117 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130585.6
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 0.92661133 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131105.9
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 0.91733398 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130863.3
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 0.97084961 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129491.7
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 0.94184570 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130684.3
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 0.92553711 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129784.5
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 0.98984375 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 131018.7
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 0.91738281 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 127612.1
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 0.90683594 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 128667.8
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 0.94365234 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 0.97182617 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130867.3
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 0.92089844 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130884.7
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 0.92485352 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131147.5
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 0.94228516 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 129239.4
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 0.96875000 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 131091.1
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 0.94951172 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 127218.9
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 0.90551758 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129046.6
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 0.93115234 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130528.3
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 0.96108398 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0101s; samplesPerSecond = 126242.7
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 0.91040039 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130975.8
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 0.98613281 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 130367.5
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 0.86811523 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130633.6
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 0.93862305 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131033.4
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 0.90234375 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130652.2
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 0.92597656 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129851.7
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 0.86674805 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 131128.7
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 0.95322266 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 0.93823242 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 131104.6
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 0.95981445 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130568.3
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 0.94057617 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131142.2
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 0.89829102 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 129987.5
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 0.96425781 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 131069.7
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 0.91489258 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130902.1
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 0.93217773 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 131263.2
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 0.91987305 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130989.2
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 0.93217773 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 131224.2
01/16/2018 22:34:25:  Epoch[14 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 0.89965820 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 131038.8
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 0.94404297 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130240.1
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 0.95336914 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0102s; samplesPerSecond = 125994.2
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 0.99453125 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 129957.2
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 0.92690430 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130087.9
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 0.93364258 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129829.3
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 0.87514648 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130620.2
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 0.89809570 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 126170.5
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 0.95063477 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 128876.4
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 0.96621094 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129679.3
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 0.92387695 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130256.0
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 0.90302734 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129760.9
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 0.93129883 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130370.1
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 0.94575195 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0105s; samplesPerSecond = 121495.1
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 0.90830078 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129561.2
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 0.96494141 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130360.8
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 0.90239258 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0106s; samplesPerSecond = 120339.2
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 0.90405273 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130180.5
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 0.91733398 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0103s; samplesPerSecond = 124845.2
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 0.94672852 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129115.6
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 0.97739258 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130078.7
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 0.92817383 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129541.5
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 0.82773438 * 1280; EvalClassificationError = 0.26796875 * 1280; time = 0.0099s; samplesPerSecond = 128663.9
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 0.89052734 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130132.9
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 0.94375000 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129137.7
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 0.90458984 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129583.5
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 0.97832031 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130521.7
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 0.96152344 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0100s; samplesPerSecond = 127761.1
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 0.93115234 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130646.9
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 0.90083008 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130060.2
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 0.92656250 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129830.6
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 0.95517578 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 129984.9
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 0.98696289 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129325.6
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 0.91611328 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129903.1
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 0.90664062 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0105s; samplesPerSecond = 122003.5
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 0.93403320 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130213.6
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 0.94775391 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0107s; samplesPerSecond = 119467.6
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 0.96806641 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 129934.7
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 0.87905273 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0159s; samplesPerSecond = 80301.1
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 0.90122070 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 128715.7
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 0.96196289 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130246.8
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 0.93496094 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 131054.9
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 0.95942383 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129044.0
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 0.90766602 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130095.8
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 0.91391602 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130032.4
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 0.86020508 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130103.8
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 0.92919922 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130523.0
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 0.94843750 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127515.4
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 0.91728516 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129251.2
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 0.96054688 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 129995.4
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 0.87675781 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130097.2
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 0.95551758 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0101s; samplesPerSecond = 126964.0
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 0.94536133 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130102.5
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 1.00644531 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130211.0
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 0.95253906 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129810.9
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 0.91352539 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0109s; samplesPerSecond = 117203.2
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 0.94863281 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0102s; samplesPerSecond = 124921.9
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 0.88979492 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 129495.7
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 0.92783203 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130488.4
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 0.95351562 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130601.6
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 0.89384766 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 128881.5
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 0.96445313 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 127998.7
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 0.93769531 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 127589.2
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 0.90244141 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130633.6
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 0.96118164 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129726.7
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 0.91718750 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129126.0
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 0.88452148 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129746.4
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 0.95341797 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 129594.0
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 0.89721680 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129148.1
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 0.85351562 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130285.2
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 0.89541016 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0102s; samplesPerSecond = 125606.0
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 0.90292969 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130334.3
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 0.98603516 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128305.4
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 0.95527344 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129097.3
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 0.92871094 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 129302.1
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 0.93422852 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0107s; samplesPerSecond = 119175.1
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 0.95766602 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129701.7
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 0.87495117 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130131.6
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 0.87861328 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130222.9
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 0.98720703 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129889.9
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 0.97851562 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130213.6
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 0.91821289 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 128654.9
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 0.91845703 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130593.6
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 0.96899414 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 128762.3
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 0.88911133 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130339.6
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 0.91445312 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129791.1
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 0.94877930 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129705.6
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 0.89130859 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 127186.0
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 1.00961914 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130083.9
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 0.92880859 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130143.5
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 0.99306641 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 129837.2
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 0.90610352 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130440.5
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 0.96479492 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0100s; samplesPerSecond = 127693.5
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 0.95244141 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129683.3
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 0.90024414 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128116.6
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 0.97070312 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0106s; samplesPerSecond = 120445.6
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 0.85898438 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130440.5
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 0.93984375 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129713.5
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 0.91127930 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129232.9
01/16/2018 22:34:26:  Epoch[14 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 0.94462891 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130674.9
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 0.91186523 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130184.5
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 0.95039063 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 127684.6
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 0.94653320 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 129962.4
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 0.93500977 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130417.9
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 0.92456055 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130203.0
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 0.94238281 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130006.0
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 0.97714844 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0100s; samplesPerSecond = 127794.3
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 0.94897461 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129897.8
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 0.92636719 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130326.3
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 0.89858398 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130043.0
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 1.00351562 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 130720.3
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 0.89550781 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130064.1
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 0.98076172 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 130072.0
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 0.91884766 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129217.2
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 0.94926758 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 127631.1
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 0.97475586 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0108s; samplesPerSecond = 118980.1
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 0.92548828 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130709.6
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 0.94208984 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129085.6
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 0.90727539 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0112s; samplesPerSecond = 114572.1
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 0.96875000 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 128631.6
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 0.93994141 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130520.3
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 0.92275391 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129709.6
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 0.96372070 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 128776.5
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 0.90107422 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 128499.9
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 0.92182617 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130265.3
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 0.88198242 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0099s; samplesPerSecond = 129709.6
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 0.95068359 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0102s; samplesPerSecond = 125901.2
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 0.97055664 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129289.0
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 0.99614258 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 130230.9
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 0.90888672 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130260.0
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 0.88798828 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130356.9
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 0.92412109 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0101s; samplesPerSecond = 126750.2
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 0.94086914 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130089.2
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 0.90429688 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130334.3
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 0.91425781 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130115.7
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 0.85810547 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130070.7
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 0.99453125 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130836.5
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 0.94824219 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0102s; samplesPerSecond = 125094.1
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 0.92983398 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129567.8
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 0.90883789 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130131.6
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 0.89819336 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129413.2
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 0.96040039 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130581.6
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 0.93881836 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0101s; samplesPerSecond = 126984.1
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 0.96284180 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 131056.2
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 0.89409180 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130475.1
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 0.94560547 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130862.0
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 0.94614258 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130226.9
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 0.93344727 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130283.9
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 0.98276367 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130732.3
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 0.93828125 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131032.1
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 0.93613281 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131232.3
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 0.89179688 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129272.0
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 0.89233398 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 131159.6
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 0.95288086 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130291.8
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 0.96347656 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129860.9
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 0.92958984 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130477.8
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 0.96835938 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129783.2
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 0.90893555 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130404.7
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 0.92109375 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130139.5
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 0.88837891 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130831.2
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 0.92783203 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 0.88828125 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128481.8
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 0.93471680 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129760.9
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 0.90166016 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130963.7
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 0.99179688 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130727.0
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 0.89570313 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130552.3
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 0.87958984 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129705.6
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 0.93530273 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129632.1
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 0.93930664 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 131150.2
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 0.93818359 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131002.6
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 0.89086914 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 131006.6
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 0.93535156 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130636.2
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 0.89721680 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128052.5
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 0.88930664 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130792.4
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 0.92919922 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130156.7
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 0.90815430 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127671.9
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 0.91445312 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130472.5
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 0.90859375 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130375.4
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 0.95668945 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 131186.5
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 0.94365234 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130509.7
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 0.93852539 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131200.0
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 0.91723633 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130090.6
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 1.00004883 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130765.7
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 0.99394531 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130840.5
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 0.90205078 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130196.4
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 0.91425781 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 128812.8
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 0.93764648 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129895.2
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 0.93212891 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130113.0
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 0.95146484 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 128128.1
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 0.87402344 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130416.6
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 0.97431641 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130831.2
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 0.88090820 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130874.0
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 0.97265625 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 128614.8
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 0.92797852 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131046.8
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 0.87465820 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 131014.6
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 0.93037109 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 131025.4
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 0.91254883 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129937.4
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 0.94243164 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130453.8
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 0.93452148 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130898.1
01/16/2018 22:34:27:  Epoch[14 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 0.96030273 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 131017.3
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 0.97646484 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130977.1
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 0.92890625 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130853.9
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 0.91752930 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 131109.9
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 0.91591797 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130827.2
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 0.97490234 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130957.0
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 0.89985352 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130513.7
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 0.97602539 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130939.6
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 0.95966797 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 127394.9
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 0.89482422 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0100s; samplesPerSecond = 128601.9
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 0.90004883 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130859.3
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 0.93696289 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 127411.4
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 0.92973633 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0102s; samplesPerSecond = 125427.5
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 0.96870117 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130706.9
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 0.92978516 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0103s; samplesPerSecond = 124767.3
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 0.90170898 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 127216.3
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 0.93735352 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130823.2
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 0.89345703 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 126241.5
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 0.92504883 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128382.6
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 0.94482422 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 0.93320313 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 128749.3
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 0.97504883 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130658.9
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 0.95146484 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129779.3
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 0.97709961 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0101s; samplesPerSecond = 126316.2
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 0.95708008 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130760.4
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 0.94877930 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 127882.3
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 0.95419922 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 129638.6
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 0.93081055 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130735.0
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 0.97509766 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0101s; samplesPerSecond = 126519.7
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 0.89814453 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 128794.7
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 0.92626953 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 0.94169922 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130093.2
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 0.93554688 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129834.6
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 0.94628906 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0101s; samplesPerSecond = 126492.2
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 0.94165039 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128468.9
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 1.02348633 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130469.8
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 0.94824219 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130006.0
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 0.89833984 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129577.0
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 0.91450195 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130399.3
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 0.93681641 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 127730.5
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 0.93232422 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 128643.2
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 0.92148438 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130527.0
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 0.91484375 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 128399.3
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 0.89516602 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130388.7
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 0.92729492 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0103s; samplesPerSecond = 124126.0
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 0.91240234 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129231.6
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 0.96269531 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130613.6
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 0.97050781 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0099s; samplesPerSecond = 129057.0
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 0.90166016 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 128002.6
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 0.97167969 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130690.9
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 0.91762695 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128309.2
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 0.91054687 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127812.1
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 0.99116211 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 130519.0
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 0.93759766 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0102s; samplesPerSecond = 125196.8
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 0.96005859 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0101s; samplesPerSecond = 126960.2
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 0.93198242 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130729.6
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 0.93530273 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130552.3
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 0.94189453 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130439.2
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 0.94262695 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 126396.0
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 0.91455078 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129571.7
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 1.00385742 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0098s; samplesPerSecond = 130581.6
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 0.92031250 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130175.2
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 0.87509766 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129785.9
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 0.99155273 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 130898.1
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 0.94111328 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 126670.0
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 0.90898437 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 128363.3
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 0.97426758 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130544.3
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 0.90654297 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128410.9
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 0.92690430 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0102s; samplesPerSecond = 125965.7
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 0.91152344 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130519.0
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 0.87861328 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 126491.0
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 0.95053711 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130638.9
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 0.90703125 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130148.8
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 0.94516602 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127742.0
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 0.95913086 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130230.9
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 0.99467773 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0100s; samplesPerSecond = 128610.9
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 0.96757812 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129550.7
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 0.94482422 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130672.2
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 0.90380859 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127864.5
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 0.91352539 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 128700.1
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 0.89511719 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130556.3
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 0.98261719 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130057.5
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 0.95683594 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130626.9
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 0.98535156 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0101s; samplesPerSecond = 126994.2
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 0.96796875 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128132.0
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 0.90688477 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130922.2
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 0.89902344 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0120s; samplesPerSecond = 106419.2
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 0.99653320 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0101s; samplesPerSecond = 127361.9
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 0.93251953 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130556.3
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 0.88686523 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0099s; samplesPerSecond = 129367.4
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 0.91298828 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 128647.1
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 0.96181641 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130511.0
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 0.89233398 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 127446.9
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 0.95375977 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0099s; samplesPerSecond = 129616.3
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 0.94819336 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130809.8
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 0.95195312 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129358.3
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 0.89672852 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 0.91708984 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130828.5
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 1.00786133 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0099s; samplesPerSecond = 129129.9
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 0.94731445 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130954.3
01/16/2018 22:34:28:  Epoch[14 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 0.92089844 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130077.3
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 0.97680664 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130368.8
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 0.94365234 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130959.7
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 0.92329102 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 126938.8
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 0.95815430 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 127934.8
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 0.95849609 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130716.3
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 0.91098633 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130483.1
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 0.90439453 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130298.5
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 0.98671875 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130870.0
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 0.96406250 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127853.0
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 0.92851562 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130791.1
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 0.92456055 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129368.7
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 0.89072266 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129083.0
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 0.96416016 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130499.1
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 0.94824219 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0101s; samplesPerSecond = 126745.2
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 0.96748047 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 128025.6
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 0.92363281 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130713.6
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 0.94106445 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129272.0
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 0.93447266 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 127901.5
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 0.95156250 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 0.94633789 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130258.7
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 0.96376953 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130785.7
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 0.93447266 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130021.8
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 0.94365234 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0101s; samplesPerSecond = 127127.9
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 0.90483398 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130455.2
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 0.93422852 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128559.2
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 0.93574219 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129084.3
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 0.95043945 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130420.6
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 0.91494141 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0103s; samplesPerSecond = 124364.8
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 0.93852539 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130081.3
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 0.89760742 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130662.9
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 0.88803711 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127869.6
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 0.96362305 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129925.5
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 0.90239258 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0102s; samplesPerSecond = 125156.4
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 0.90668945 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129449.8
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 0.91601562 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130557.6
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 0.93813477 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0101s; samplesPerSecond = 127211.3
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 0.96137695 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130281.2
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 0.88886719 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130772.4
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 0.90185547 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 126329.9
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 0.92998047 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 128789.5
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 0.87031250 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130553.6
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 0.91938477 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129925.5
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 0.95893555 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129182.0
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 0.93125000 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130797.8
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 0.86289063 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 128901.0
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 0.91850586 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130849.9
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 0.92778320 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129562.5
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 0.90229492 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127900.2
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 0.95581055 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130673.6
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 0.97319336 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129688.5
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 0.91308594 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130010.0
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 0.90820312 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130600.3
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 0.93134766 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128166.6
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 0.91772461 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129240.7
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 0.90444336 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130689.6
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 0.87958984 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 128229.5
01/16/2018 22:34:29:  Epoch[14 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 0.94365234 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130753.7
01/16/2018 22:34:29: Finished Epoch[14 of 25]: [Training] CrossEntropyWithSoftmax = 0.93049990 * 1124823; EvalClassificationError = 0.30364777 * 1124823; totalSamplesSeen = 15747522; learningRatePerSample = 0.00048828125; epochTime=8.81291s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:34:30: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.23688174 * 122487; perplexity = 3.44485476; EvalClassificationError = 0.39004139 * 122487
01/16/2018 22:34:30: Finished Epoch[14 of 25]: [Validate] CrossEntropyWithSoftmax = 1.23688174 * 122487; EvalClassificationError = 0.39004139 * 122487
01/16/2018 22:34:30: SGD: Saving checkpoint model '/tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.14'

01/16/2018 22:34:30: Starting Epoch 15: learning rate per sample = 0.000488  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 14: frames [15747522..16872345] (first utterance at frame 15747522), data subset 0 of 1, with 1 datapasses

01/16/2018 22:34:30: Starting minibatch loop.
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 0.93119526 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0102s; samplesPerSecond = 125036.6
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 0.87456169 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130398.0
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 0.91018066 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129583.5
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 0.94438190 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128141.0
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 0.91896286 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130680.3
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 0.98313255 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0100s; samplesPerSecond = 128225.7
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 0.82834129 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0099s; samplesPerSecond = 129182.0
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 0.90546951 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130589.6
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 0.92816010 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 127571.4
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 0.95341949 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130784.4
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 0.92216034 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0102s; samplesPerSecond = 125188.3
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 0.93002319 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129262.9
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 0.90321579 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130680.3
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 0.89207001 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126784.1
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 0.95270386 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129676.7
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 0.97264557 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130512.4
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 0.89620209 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0102s; samplesPerSecond = 125158.9
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 0.92545624 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 127901.5
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 0.97293243 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130652.2
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 0.92218933 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128468.9
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 0.93228912 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130488.4
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 0.95981293 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 127367.0
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 0.94053802 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 129946.6
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 0.90443573 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130433.9
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 0.93524780 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0102s; samplesPerSecond = 125996.7
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 0.91560059 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129316.4
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 0.89475098 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130444.5
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 0.95397034 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129879.4
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 0.89913025 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0100s; samplesPerSecond = 128189.7
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 0.94271240 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130866.0
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 0.86741638 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130171.3
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 0.92447205 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129218.5
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 0.90244751 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130741.7
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 0.96546936 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0100s; samplesPerSecond = 127964.2
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 0.95282288 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130621.6
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 0.90144653 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129324.3
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 0.98904419 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0100s; samplesPerSecond = 128570.9
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 0.92214966 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130427.3
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 0.89430237 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0102s; samplesPerSecond = 125525.9
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 0.94034424 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130217.6
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 0.92167664 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130807.1
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 0.86338501 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129911.0
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 0.89125061 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 127823.6
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 0.90992432 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130460.5
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 0.96234131 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 129538.9
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 0.91803284 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 0.94508057 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 128605.7
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 1.02049561 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0099s; samplesPerSecond = 129124.7
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 0.92501831 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129507.5
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 0.90946350 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127735.6
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 0.91075745 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129557.3
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 0.92518921 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130348.9
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 0.91050415 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 127652.8
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 0.97807007 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0100s; samplesPerSecond = 127603.2
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 0.87911377 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130624.2
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 0.89795532 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 128863.4
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 0.93569336 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129857.0
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 0.97006226 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127876.0
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 0.94860840 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128618.7
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 0.93950195 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130625.6
01/16/2018 22:34:30:  Epoch[15 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 0.91043091 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0101s; samplesPerSecond = 127144.3
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 0.92374268 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130097.2
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 0.94459839 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130455.2
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 0.86997070 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0102s; samplesPerSecond = 125209.1
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 0.94676514 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0100s; samplesPerSecond = 127727.9
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 0.89301147 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130638.9
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 0.84667969 * 1280; EvalClassificationError = 0.26640625 * 1280; time = 0.0098s; samplesPerSecond = 130274.6
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 0.92413940 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129588.8
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 0.93534546 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 131001.2
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 1.00464478 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0100s; samplesPerSecond = 128252.7
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 0.85480957 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130725.6
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 0.95529785 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 128419.9
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 0.94787598 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129664.9
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 0.90310669 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130516.4
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 0.93200073 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0101s; samplesPerSecond = 126481.0
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 0.91435547 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 127964.2
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 0.89963379 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130570.9
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 0.88471680 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128269.4
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 0.89741821 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0101s; samplesPerSecond = 126393.5
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 0.86298828 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130725.6
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 0.98410034 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130044.3
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 0.93815918 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130749.7
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 0.88241577 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0101s; samplesPerSecond = 127254.3
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 0.95032349 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130242.8
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 0.93011475 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130602.9
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 0.85820923 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129089.5
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 0.94188232 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 126921.2
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 0.93447876 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130416.6
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 0.92138062 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0102s; samplesPerSecond = 124900.0
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 0.92879028 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 127824.9
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 0.93734741 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130282.6
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 0.89532471 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130013.9
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 0.85031128 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130329.0
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 0.92838745 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130460.5
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 0.92178955 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128577.3
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 0.88704224 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130260.0
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 0.89719849 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129594.0
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 0.84442139 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 129885.9
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 0.92929688 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130556.3
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 0.94390259 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0101s; samplesPerSecond = 126252.7
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 0.95157471 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129264.2
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 0.97645874 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130427.3
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 0.93349609 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130939.6
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 0.95800781 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130633.6
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 0.95823364 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130681.6
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 0.92850952 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128350.4
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 0.92156372 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130609.6
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 0.89935303 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129387.0
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 0.93644409 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0104s; samplesPerSecond = 123523.5
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 0.91711426 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130836.5
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 0.94221802 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 129439.4
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 0.95847168 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129812.2
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 0.88380127 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130772.4
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 0.95096436 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0101s; samplesPerSecond = 126999.2
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 0.90899658 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128120.4
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 0.92021484 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130689.6
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 0.92680664 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 128425.1
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 0.92371826 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130614.9
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 0.93712158 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0101s; samplesPerSecond = 126848.2
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 0.98570557 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 128866.0
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 0.91352539 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 0.91075439 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129354.3
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 0.83374023 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0099s; samplesPerSecond = 128780.4
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 0.90587158 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130439.2
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 0.93227539 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 128070.4
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 0.91754150 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129455.1
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 0.95954590 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130751.0
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 0.88405762 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 127800.6
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 0.88403320 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128410.9
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 0.95954590 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130364.8
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 0.95759277 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0100s; samplesPerSecond = 127957.8
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 0.92230225 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129240.7
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 0.90931396 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129849.1
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 0.89182129 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0100s; samplesPerSecond = 127996.2
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 0.90478516 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130577.6
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 0.92020264 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 128227.0
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 0.90689697 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128351.7
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 0.86480713 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130686.9
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 0.90761719 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127655.3
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 0.92434082 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 128735.1
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 0.89963379 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130716.3
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 0.94346924 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130455.2
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 0.95661621 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130358.2
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 0.89400635 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0101s; samplesPerSecond = 126874.6
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 0.92618408 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 127719.0
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 0.94790039 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130741.7
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 0.91937256 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129122.1
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 0.87830811 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129309.9
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 0.93575439 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129789.8
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 0.93688965 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0101s; samplesPerSecond = 126711.3
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 0.95231934 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128114.0
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 0.93521729 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130354.2
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 0.91072998 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127413.9
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 0.91446533 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 128753.2
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 0.91828613 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129747.7
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 0.91209717 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130811.1
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 0.91130371 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130264.0
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 0.93986816 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129377.9
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 0.93874512 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0101s; samplesPerSecond = 127313.8
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 0.95767822 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130197.7
01/16/2018 22:34:31:  Epoch[15 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 0.89620361 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 126897.3
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 0.96525879 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128128.1
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 0.91557617 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130625.6
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 0.91085205 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0101s; samplesPerSecond = 127223.9
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 0.92010498 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 127542.1
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 0.86663818 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0098s; samplesPerSecond = 130439.2
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 0.89633789 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130130.2
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 0.93695068 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130072.0
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 0.96818848 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126502.2
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 0.91789551 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128463.8
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 0.93374023 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130622.9
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 0.87449951 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0099s; samplesPerSecond = 129438.1
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 0.93819580 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129625.5
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 0.91104736 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 0.96518555 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127557.4
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 0.93919678 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0100s; samplesPerSecond = 128556.7
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 0.92214355 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130335.6
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 0.95222168 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0101s; samplesPerSecond = 126270.1
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 0.90899658 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0101s; samplesPerSecond = 126636.1
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 0.89456787 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130536.3
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 0.93143311 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 128783.0
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 0.96047363 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130347.6
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 0.94821777 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128307.9
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 0.92580566 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127828.7
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 0.88574219 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130597.6
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 0.92303467 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0101s; samplesPerSecond = 126423.5
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 0.92926025 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130039.0
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 0.88516846 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130561.6
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 0.93155518 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128066.6
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 0.89337158 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130346.2
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 0.89156494 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130757.7
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 0.95362549 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130520.3
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 0.95301514 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130111.7
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 0.88121338 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 127702.5
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 0.95621338 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 128340.1
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 0.92027588 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130642.9
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 0.93269043 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129473.4
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 0.88939209 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129552.0
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 0.92904053 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 131067.0
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 0.88941650 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0101s; samplesPerSecond = 126207.8
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 0.89371338 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 128643.2
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 0.92584229 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 0.91497803 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129596.6
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 0.92310791 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130471.1
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 0.94345703 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0102s; samplesPerSecond = 125916.1
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 0.90732422 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 129248.5
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 0.88300781 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130748.3
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 0.93527832 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128551.5
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 0.95227051 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0102s; samplesPerSecond = 125540.7
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 0.93044434 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130431.2
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 0.91322021 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129822.7
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 0.92984619 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 129965.1
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 0.94333496 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 0.89553223 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 126626.1
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 0.91960449 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130291.8
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 0.90888672 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130555.0
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 0.95611572 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130429.9
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 0.87364502 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130336.9
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 0.94255371 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0101s; samplesPerSecond = 127107.7
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 0.91373291 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0108s; samplesPerSecond = 118672.4
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 0.87495117 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130744.3
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 0.95083008 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 129566.5
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 0.93015137 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 128936.1
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 0.93156738 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130469.8
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 0.90185547 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0101s; samplesPerSecond = 127145.6
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 0.84567871 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 128889.3
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 0.92661133 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130023.2
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 0.97922363 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0108s; samplesPerSecond = 118099.7
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 0.89826660 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0110s; samplesPerSecond = 115936.8
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 0.94860840 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130592.3
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 0.89211426 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 128864.7
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 0.94880371 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129123.4
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 0.89738770 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130747.0
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 0.93674316 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0101s; samplesPerSecond = 126313.7
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 0.87878418 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130622.9
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 0.89672852 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 128117.9
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 0.88132324 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0099s; samplesPerSecond = 129854.3
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 0.88825684 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 128156.4
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 0.94658203 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 127335.3
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 0.96423340 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 128908.8
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 0.93701172 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130505.7
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 0.98012695 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129696.4
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 0.88193359 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129737.2
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 0.94223633 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130503.0
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 0.94624023 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0101s; samplesPerSecond = 126707.6
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 0.91093750 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130007.3
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 0.95571289 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130590.9
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 0.89538574 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0102s; samplesPerSecond = 125091.6
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 0.87001953 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0099s; samplesPerSecond = 129947.9
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 0.91225586 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129947.9
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 0.94921875 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129055.7
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 0.87038574 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130689.6
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 0.96975098 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0100s; samplesPerSecond = 127910.5
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 0.94243164 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 128886.7
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 1.00957031 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130523.0
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 0.95646973 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 127600.6
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 0.94672852 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128567.0
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 0.92475586 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 129895.2
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 0.95615234 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130495.1
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 0.93496094 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130420.6
01/16/2018 22:34:32:  Epoch[15 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 0.96250000 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 128696.2
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 0.88186035 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0101s; samplesPerSecond = 127149.4
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 0.88889160 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130167.3
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 0.87480469 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0100s; samplesPerSecond = 127552.3
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 0.86533203 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129058.3
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 0.95209961 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130374.1
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 0.90778809 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130359.5
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 0.89763184 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127601.9
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 0.93176270 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130724.3
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 0.92602539 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 128776.5
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 0.89958496 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130566.9
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 0.90195313 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 127685.9
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 0.97597656 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129759.5
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 0.87644043 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130979.8
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 0.93752441 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0101s; samplesPerSecond = 126628.6
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 0.88559570 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129409.3
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 0.85966797 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130461.8
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 0.97185059 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0102s; samplesPerSecond = 126052.5
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 0.95104980 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0102s; samplesPerSecond = 125329.2
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 0.86157227 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130638.9
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 0.92136230 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129529.7
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 0.92062988 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 128753.2
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 0.98105469 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130363.5
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 0.95974121 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 127599.3
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 0.97351074 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130448.5
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 0.90004883 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128481.8
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 0.92946777 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 127767.5
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 0.96645508 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 129430.2
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 0.93288574 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 127140.5
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 0.93935547 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128465.0
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 0.93266602 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130594.9
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 0.93811035 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 128643.2
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 0.94311523 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127386.0
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 0.96376953 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130674.9
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 0.95512695 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 128842.6
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 0.91413574 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129575.6
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 0.93164062 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130064.1
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 0.92978516 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127363.2
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 0.90803223 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130500.4
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 0.91098633 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0145s; samplesPerSecond = 88125.1
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 0.91281738 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0099s; samplesPerSecond = 129575.6
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 0.97504883 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130000.7
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 0.93613281 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130741.7
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 0.93002930 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128082.0
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 0.94677734 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 0.82985840 * 1280; EvalClassificationError = 0.25859375 * 1280; time = 0.0098s; samplesPerSecond = 130555.0
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 0.93112793 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130399.3
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 0.93515625 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130181.8
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 0.92065430 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 127458.3
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 0.84494629 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129201.6
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 0.93635254 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130789.7
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 0.97460938 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 128869.9
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 0.92480469 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127455.8
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 0.94372559 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130195.1
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 0.97343750 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0101s; samplesPerSecond = 126921.2
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 0.88681641 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 129315.1
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 0.87827148 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 128876.4
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 0.87763672 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0101s; samplesPerSecond = 127210.0
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 0.87416992 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130785.7
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 0.96501465 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130689.6
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 0.92546387 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130032.4
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 0.91225586 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130376.8
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 0.92485352 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 127916.9
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 0.91560059 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 127537.0
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 0.90649414 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130403.3
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 0.94145508 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0101s; samplesPerSecond = 126568.5
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 0.87336426 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130600.3
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 0.91962891 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130717.6
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 0.89150391 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0100s; samplesPerSecond = 128497.3
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 0.93271484 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130503.0
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 0.94096680 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130665.6
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 0.97319336 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0100s; samplesPerSecond = 128520.5
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 0.92719727 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130982.5
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 0.93017578 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 127591.7
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 0.90725098 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 128997.1
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 0.99536133 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130193.8
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 0.94128418 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 127130.4
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 0.92788086 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 127643.9
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 0.92304688 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130958.3
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 0.93354492 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 128761.0
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 0.88041992 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0100s; samplesPerSecond = 128506.3
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 0.91831055 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130594.9
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 0.98068848 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 128028.2
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 0.95097656 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130388.7
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 0.93559570 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 127867.0
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 0.92709961 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130177.9
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 0.86416016 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130666.9
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 0.88581543 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130656.2
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 0.90314941 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 127452.0
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 0.95192871 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130376.8
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 0.93564453 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129413.2
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 0.98334961 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129863.5
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 0.89421387 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130713.6
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 0.91843262 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 127119.1
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 0.95798340 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130333.0
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 0.98391113 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0101s; samplesPerSecond = 127013.1
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 0.96721191 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128198.7
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 0.96628418 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130144.8
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 0.89755859 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 126334.9
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 0.92731934 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129892.5
01/16/2018 22:34:33:  Epoch[15 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 0.87490234 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130669.6
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 0.94072266 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 129533.7
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 0.97568359 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0101s; samplesPerSecond = 127197.4
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 0.91816406 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130642.9
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 0.98833008 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130511.0
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 0.88078613 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130602.9
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 0.91857910 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130737.6
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 0.94113770 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 127837.6
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 0.93432617 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130669.6
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 0.90478516 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129240.7
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 0.95151367 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130095.8
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 0.94748535 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130801.8
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 0.98308105 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129801.6
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 0.95605469 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 127388.5
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 0.95075684 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130745.7
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 0.93549805 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 128842.6
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 0.92402344 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130069.4
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 0.93803711 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130406.0
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 0.93071289 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 126806.7
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 0.90566406 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130642.9
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 1.02988281 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 129937.4
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 0.93068848 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 129979.6
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 0.94790039 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130709.6
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 0.87888184 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0101s; samplesPerSecond = 127088.8
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 0.96562500 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0099s; samplesPerSecond = 128790.8
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 0.83708496 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0098s; samplesPerSecond = 130541.6
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 0.97709961 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0099s; samplesPerSecond = 129871.4
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 0.93825684 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130601.6
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 0.96811523 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 129950.6
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 0.90124512 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 126859.5
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 0.94235840 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130630.9
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 0.94211426 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 128866.0
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 0.93286133 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0101s; samplesPerSecond = 127153.2
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 0.93020020 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130706.9
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 0.95671387 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129351.7
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 0.93166504 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130046.9
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 0.88081055 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130163.3
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 0.91777344 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 127212.6
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 0.90200195 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0101s; samplesPerSecond = 126667.5
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 0.92048340 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130515.0
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 0.97358398 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130421.9
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 0.93945312 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130775.0
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 0.93039551 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 128179.5
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 0.89477539 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127994.9
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 0.89831543 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130576.3
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 0.89125977 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129145.5
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 0.94228516 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0101s; samplesPerSecond = 126782.9
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 0.91486816 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130723.0
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 0.90715332 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 127521.8
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 0.95717773 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130109.1
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 0.96794434 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130420.6
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 1.00627441 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0099s; samplesPerSecond = 128842.6
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 0.88273926 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0100s; samplesPerSecond = 127637.5
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 0.97365723 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130004.7
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 0.96794434 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0100s; samplesPerSecond = 128115.3
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 0.91206055 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0099s; samplesPerSecond = 129770.1
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 0.90693359 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128511.5
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 0.91369629 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0102s; samplesPerSecond = 125287.5
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 0.94580078 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130785.7
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 0.87875977 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129905.7
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 0.87502441 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130020.5
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 0.86381836 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130509.7
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 0.91518555 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129073.9
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 0.81464844 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0101s; samplesPerSecond = 126519.7
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 0.86899414 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130809.8
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 0.97663574 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129829.3
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 0.99702148 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130610.9
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 0.89807129 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127539.6
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 0.94270020 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127762.4
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 0.92053223 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129699.1
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 0.98161621 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0101s; samplesPerSecond = 127210.0
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 0.84760742 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127922.0
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 0.94750977 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130860.6
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 0.90227051 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128103.8
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 0.85651855 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0099s; samplesPerSecond = 129480.0
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 0.89545898 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130677.6
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 0.89472656 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129080.4
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 0.91440430 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127680.8
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 0.90541992 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130585.6
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 0.92878418 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 128788.2
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 0.92612305 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130590.9
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 0.91201172 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129460.3
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 0.99135742 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0102s; samplesPerSecond = 125416.4
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 0.96633301 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130220.3
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 0.92368164 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 128956.9
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 0.91860352 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129792.4
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 0.92167969 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130688.3
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 0.92636719 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129908.4
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 0.92343750 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0102s; samplesPerSecond = 125876.5
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 0.96679688 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130464.5
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 0.85600586 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 128124.3
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 0.92490234 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130037.7
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 0.89667969 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126665.0
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 0.91352539 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127902.8
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 0.90004883 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129909.7
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 0.90234375 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 126792.9
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 0.92001953 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 128391.6
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 0.96997070 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130268.0
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 0.93457031 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 128418.6
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 0.96201172 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 131226.9
01/16/2018 22:34:34:  Epoch[15 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 0.97138672 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130306.4
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 0.92670898 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127509.1
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 0.94755859 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129529.7
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 0.95629883 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130101.1
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 0.98085937 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129141.6
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 0.98764648 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130816.5
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 0.92280273 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 128773.9
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 0.99868164 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0100s; samplesPerSecond = 127479.9
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 0.85429687 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 129969.0
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 0.93686523 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127744.5
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 1.00595703 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130159.3
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 0.93950195 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130898.1
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 0.92773438 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130275.9
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 0.89970703 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130565.6
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 0.97485352 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 128220.5
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 0.91689453 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 127640.1
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 0.91850586 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130472.5
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 0.91171875 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0103s; samplesPerSecond = 123700.2
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 0.88759766 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0119s; samplesPerSecond = 107276.4
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 0.90341797 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130376.8
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 0.95292969 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130484.4
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 0.92875977 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127642.6
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 0.92275391 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130400.7
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 0.92167969 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0101s; samplesPerSecond = 126917.4
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 0.90366211 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129184.6
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 0.94252930 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130234.8
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 0.91386719 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130134.2
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 0.94472656 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 128843.9
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 0.97426758 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130536.3
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 0.94931641 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 128337.5
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 0.98862305 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0100s; samplesPerSecond = 127824.9
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 0.94125977 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130322.3
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 0.89643555 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 126626.1
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 0.88032227 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130074.7
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 0.94267578 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127554.8
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 0.87846680 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0099s; samplesPerSecond = 129613.7
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 0.91923828 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130573.6
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 0.97822266 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0100s; samplesPerSecond = 127808.3
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 0.90737305 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0102s; samplesPerSecond = 125729.3
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 0.90063477 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130879.3
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 0.93041992 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0101s; samplesPerSecond = 127217.6
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 0.95107422 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 127650.2
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 0.99877930 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130666.9
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 0.92919922 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128398.0
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 0.95742187 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130664.2
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 0.96108398 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130540.3
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 0.89375000 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 128129.4
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 0.92729492 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130511.0
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 0.95522461 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0101s; samplesPerSecond = 126524.7
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 0.94243164 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 128898.4
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 0.98403320 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130172.6
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 0.88261719 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130040.3
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 0.95258789 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0102s; samplesPerSecond = 125537.0
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 0.92431641 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130589.6
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 0.94067383 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129349.1
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 0.92519531 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 128671.7
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 0.91279297 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130464.5
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 0.87885742 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0103s; samplesPerSecond = 124468.8
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 0.91972656 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 128932.2
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 0.95356445 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130504.4
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 0.92436523 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129678.0
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 0.87846680 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130590.9
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 0.85966797 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0100s; samplesPerSecond = 128076.8
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 0.92294922 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0101s; samplesPerSecond = 126472.2
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 0.89204102 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129042.7
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 0.95224609 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 128585.1
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 0.97929687 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130529.7
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 0.90600586 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130555.0
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 0.87929687 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 126226.5
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 0.92290039 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 126932.5
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 0.92534180 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130630.9
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 0.92143555 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129857.0
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 0.87177734 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130649.6
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 0.92929688 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0102s; samplesPerSecond = 125404.1
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 0.95517578 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130610.9
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 0.90068359 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130200.4
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 0.90053711 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129558.6
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 0.90673828 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0103s; samplesPerSecond = 124854.9
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 0.90903320 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130747.0
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 0.99599609 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130330.3
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 0.94047852 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 129957.2
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 0.98466797 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130633.6
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 0.94599609 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0099s; samplesPerSecond = 128989.3
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 0.94555664 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130665.6
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 0.87045898 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0102s; samplesPerSecond = 125261.8
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 0.85605469 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 128923.1
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 0.93432617 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130552.3
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 0.90522461 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129444.6
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 0.90722656 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0101s; samplesPerSecond = 126839.4
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 0.93125000 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 128709.2
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 0.89985352 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130485.8
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 0.91606445 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127858.1
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 1.01743164 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130456.5
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 0.92519531 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130265.3
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 0.96757812 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 0.91191406 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 129976.9
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 0.91845703 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0101s; samplesPerSecond = 126741.5
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 0.89394531 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130731.0
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 0.95512695 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0102s; samplesPerSecond = 125538.2
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 0.91020508 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127870.9
01/16/2018 22:34:35:  Epoch[15 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 0.92001953 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130608.2
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 0.89316406 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130503.0
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 0.99428711 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0103s; samplesPerSecond = 124798.9
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 0.90141602 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130664.2
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 0.98330078 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130035.0
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 0.93671875 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130085.3
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 0.88691406 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130496.4
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 0.96069336 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0101s; samplesPerSecond = 126946.3
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 0.92558594 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130741.7
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 0.90849609 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130804.4
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 0.92109375 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130688.3
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 0.93901367 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130638.9
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 0.94008789 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127520.5
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 0.93310547 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 126292.5
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 0.96098633 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130456.5
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 0.96704102 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0100s; samplesPerSecond = 128073.0
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 0.95097656 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129828.0
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 0.91635742 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130507.0
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 0.97202148 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0100s; samplesPerSecond = 127613.3
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 0.89375000 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 128529.5
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 0.90468750 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130469.8
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 0.85297852 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0099s; samplesPerSecond = 129559.9
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 0.91035156 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130664.2
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 0.89228516 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 127014.4
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 0.90654297 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127665.5
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 0.88730469 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130788.4
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 0.99956055 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129760.9
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 0.92441406 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0101s; samplesPerSecond = 126960.2
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 0.96752930 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130363.5
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 0.98271484 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130019.2
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 0.89970703 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130204.4
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 0.90292969 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130777.7
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 0.94458008 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0101s; samplesPerSecond = 126280.1
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 0.96479492 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130362.2
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 1.12709961 * 1280; EvalClassificationError = 0.36250000 * 1280; time = 0.0113s; samplesPerSecond = 112827.0
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 0.91484375 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0101s; samplesPerSecond = 127083.7
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 0.95869141 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128117.9
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 0.93867188 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130348.9
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 0.89687500 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 126805.5
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 0.95595703 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130123.6
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 0.87353516 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129945.3
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 0.91040039 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0154s; samplesPerSecond = 83024.7
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 0.95673828 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0102s; samplesPerSecond = 126011.5
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 0.84399414 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0103s; samplesPerSecond = 123722.9
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 0.91293945 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130724.3
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 0.93247070 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130692.3
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 0.96132812 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130807.1
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 0.91621094 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0104s; samplesPerSecond = 123264.2
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 0.94306641 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130828.5
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 0.95366211 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130963.7
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 0.94741211 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 126814.3
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 0.91567383 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130713.6
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 0.96665039 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0103s; samplesPerSecond = 124340.7
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 0.94018555 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0099s; samplesPerSecond = 129133.8
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 0.87954102 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130192.4
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 0.93637695 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129882.0
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 0.85908203 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 126432.2
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 0.92153320 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130638.9
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 0.88632813 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130485.8
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 0.88540039 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130645.6
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 0.95996094 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 131144.9
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 0.94189453 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 131033.4
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 0.95029297 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129936.0
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 0.92363281 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0097s; samplesPerSecond = 131299.6
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 0.92558594 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130600.3
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 0.92480469 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131036.1
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 0.91845703 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130236.2
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 0.88559570 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0103s; samplesPerSecond = 124534.2
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 0.95336914 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130712.3
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 0.86015625 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 131108.6
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 0.89248047 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130832.5
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 0.90449219 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130868.6
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 0.94370117 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129150.7
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 0.91806641 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 131050.9
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 0.98222656 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130136.8
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 0.86499023 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 131016.0
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 0.92617187 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130197.7
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 0.94663086 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130040.3
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 0.94277344 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130764.4
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 0.94038086 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 131220.1
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 0.97246094 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130967.7
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 0.92983398 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128359.4
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 0.93149414 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 131107.2
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 0.98159180 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130832.5
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 0.94794922 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 131029.4
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 0.92905273 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131030.7
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 0.91547852 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130516.4
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 0.95668945 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130892.7
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 0.93247070 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 127942.4
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 0.89145508 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129236.8
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 0.88125000 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130891.4
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 0.88398438 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 129955.8
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 0.96977539 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 131206.7
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 0.94599609 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131065.6
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 0.98310547 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129936.0
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 0.94804687 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131104.6
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 0.93452148 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130775.0
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 1.02358398 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0109s; samplesPerSecond = 117555.2
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 0.89174805 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130874.0
01/16/2018 22:34:36:  Epoch[15 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 0.88261719 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0099s; samplesPerSecond = 129548.1
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 0.89482422 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0102s; samplesPerSecond = 125874.0
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 0.89501953 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130801.8
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 0.91455078 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0105s; samplesPerSecond = 121867.6
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 0.96889648 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129136.4
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 1.00825195 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130769.7
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 0.91562500 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128550.2
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 0.90590820 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0110s; samplesPerSecond = 116192.5
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 0.90312500 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0134s; samplesPerSecond = 95432.7
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 0.90141602 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 129962.4
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 0.96108398 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130305.1
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 0.97011719 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 129991.5
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 0.92636719 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130688.3
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 0.93344727 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130191.1
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 0.84941406 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 131007.9
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 0.87885742 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130025.8
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 0.96127930 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130630.9
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 0.91098633 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130835.2
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 0.95195312 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130326.3
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 0.95156250 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130983.8
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 0.97739258 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130926.2
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 0.95424805 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131136.8
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 0.98334961 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130622.9
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 0.96723633 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0100s; samplesPerSecond = 128133.3
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 0.96752930 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130817.8
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 0.95996094 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130824.5
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 0.92207031 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130037.7
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 0.89199219 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130113.0
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 0.95595703 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130892.7
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 0.93823242 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131065.6
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 0.90468750 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130496.4
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 0.97241211 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130314.4
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 0.93256836 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0102s; samplesPerSecond = 125647.9
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 0.94643555 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130993.2
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 0.94584961 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 129991.5
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 0.83095703 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0099s; samplesPerSecond = 129907.0
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 0.93662109 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130979.8
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 0.93261719 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130883.4
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 0.92377930 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127436.7
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 0.93242187 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130266.6
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 0.88911133 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129791.1
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 0.92324219 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130760.4
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 0.91567383 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130394.0
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 0.84350586 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 128529.5
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 0.94394531 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130851.2
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 0.89619141 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 0.97211914 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 131148.9
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 0.93134766 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130864.6
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 0.89155273 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130686.9
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 0.95195312 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0097s; samplesPerSecond = 131500.5
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 0.94204102 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130804.4
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 0.88090820 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 131107.2
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 0.94184570 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131264.5
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 0.93100586 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0101s; samplesPerSecond = 126128.3
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 0.95063477 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130680.3
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 0.94223633 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130969.1
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 0.97617188 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130362.2
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 0.96347656 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130052.2
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 0.91630859 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130936.9
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 0.93652344 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130685.6
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 0.88681641 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131033.4
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 0.94501953 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130955.7
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 0.92431641 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131209.4
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 0.91928711 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130886.0
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 0.95683594 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130945.0
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 0.91215820 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129024.5
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 0.90581055 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131042.8
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 0.90795898 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129735.9
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 0.91020508 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130257.4
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 0.91323242 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130882.0
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 0.93823242 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130541.6
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 0.89770508 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 131104.6
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 0.92485352 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0166s; samplesPerSecond = 77281.6
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 0.92504883 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129457.7
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 0.89882812 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 0.90073242 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0102s; samplesPerSecond = 126032.6
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 0.83159180 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0099s; samplesPerSecond = 128899.7
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 0.97583008 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 127813.4
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 0.90561523 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130028.4
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 0.90874023 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 130791.1
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 0.95942383 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129934.7
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 0.91499023 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130622.9
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 0.92094727 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 128697.5
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 0.96333008 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130676.2
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 0.99189453 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130954.3
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 0.97773438 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130916.8
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 0.91259766 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130981.1
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 0.97636719 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 131033.4
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 0.95009766 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0102s; samplesPerSecond = 125587.5
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 0.89731445 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130733.6
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 0.96577148 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0106s; samplesPerSecond = 120695.5
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 0.94506836 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 128653.6
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 0.95537109 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130784.4
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 0.88740234 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129419.7
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 0.98847656 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 0.95488281 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0101s; samplesPerSecond = 127310.0
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 0.86508789 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0101s; samplesPerSecond = 126366.1
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 0.93090820 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0173s; samplesPerSecond = 73791.8
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 0.92636719 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130339.6
01/16/2018 22:34:37:  Epoch[15 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 0.89145508 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130636.2
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 1.00068359 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 129978.3
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 0.92011719 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 128757.1
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 0.92539063 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 126536.0
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 0.95522461 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129500.9
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 0.89291992 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130682.9
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 0.93320313 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129227.7
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 0.92700195 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0102s; samplesPerSecond = 125541.9
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 0.90249023 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130690.9
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 0.92167969 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129849.1
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 0.97148437 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 129741.1
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 0.88237305 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130678.9
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 0.94965820 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127762.4
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 0.93916016 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130245.4
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 0.93095703 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130685.6
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 0.96870117 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127838.9
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 0.91791992 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 131079.0
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 0.87426758 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129123.4
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 0.95771484 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0103s; samplesPerSecond = 124372.1
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 1.00097656 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130624.2
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 0.94453125 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 128879.0
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 0.89941406 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0102s; samplesPerSecond = 125346.4
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 0.93994141 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130396.7
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 0.92084961 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127663.0
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 0.91484375 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129296.8
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 0.94956055 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130578.9
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 0.91152344 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 126917.4
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 0.97778320 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130379.4
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 0.88061523 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 129928.1
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 0.94956055 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 128425.1
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 0.89785156 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130229.5
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 0.93867188 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129833.2
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 0.87294922 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0100s; samplesPerSecond = 127556.1
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 0.91513672 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130447.2
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 0.93510742 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128098.6
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 0.91660156 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130399.3
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 0.91889648 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130217.6
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 0.93334961 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129755.6
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 0.88105469 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127867.0
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 0.89072266 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130584.3
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 0.93041992 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 129955.8
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 0.87436523 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130119.6
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 0.90947266 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129093.4
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 0.94306641 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0104s; samplesPerSecond = 123220.3
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 0.95268555 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130201.7
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 0.94145508 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129195.1
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 0.89980469 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 128585.1
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 0.88803711 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130431.2
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 1.01889648 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0101s; samplesPerSecond = 127297.3
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 0.88989258 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129549.4
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 0.93364258 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130468.5
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 0.98154297 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0100s; samplesPerSecond = 127563.7
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 0.90048828 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0101s; samplesPerSecond = 126767.8
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 0.90952148 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130508.4
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 0.93344727 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128185.9
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 0.91000977 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130688.3
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 0.87563477 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129514.0
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 0.87651367 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0100s; samplesPerSecond = 127506.5
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 0.90249023 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129287.7
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 0.89794922 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128472.8
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 0.91967773 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130107.7
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 0.89116211 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129871.4
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 0.90620117 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128386.4
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 0.89355469 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0101s; samplesPerSecond = 126836.9
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 0.91162109 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130443.2
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 0.89951172 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128025.6
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 0.91215820 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130476.4
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 0.94003906 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 127902.8
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 0.91562500 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130291.8
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 0.91948242 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 129987.5
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 0.92924805 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129783.2
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 0.92924805 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130118.3
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 0.98110352 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 130323.7
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 0.91704102 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0102s; samplesPerSecond = 125123.4
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 0.93247070 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 128797.3
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 0.95351562 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130142.1
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 0.92006836 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 126537.2
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 0.92324219 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 126955.2
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 0.95029297 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 129745.1
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 0.94594727 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 128941.3
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 0.92846680 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130574.9
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 0.95537109 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 128766.2
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 0.91582031 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0101s; samplesPerSecond = 127162.0
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 0.92329102 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130693.6
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 0.92397461 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130549.6
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 0.90678711 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130356.9
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 0.89555664 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130378.1
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 0.95375977 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129717.5
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 0.87255859 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0101s; samplesPerSecond = 126927.5
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 0.88300781 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130264.0
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 0.91728516 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129158.6
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 0.93784180 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130283.9
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 0.85444336 * 1280; EvalClassificationError = 0.26796875 * 1280; time = 0.0099s; samplesPerSecond = 128706.6
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 0.92290039 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0104s; samplesPerSecond = 123417.5
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 0.90356445 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130410.0
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 0.95029297 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129111.7
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 0.87910156 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129410.6
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 0.92407227 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130678.9
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 0.92583008 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0101s; samplesPerSecond = 126682.5
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 0.91337891 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130668.2
01/16/2018 22:34:38:  Epoch[15 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 0.92880859 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130110.4
01/16/2018 22:34:39:  Epoch[15 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 0.91499023 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128419.9
01/16/2018 22:34:39:  Epoch[15 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 0.93300781 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0101s; samplesPerSecond = 127174.6
01/16/2018 22:34:39:  Epoch[15 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 0.90566406 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130399.3
01/16/2018 22:34:39:  Epoch[15 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 1.00888672 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130097.2
01/16/2018 22:34:39:  Epoch[15 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 0.91093750 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130076.0
01/16/2018 22:34:39:  Epoch[15 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 0.98930664 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0099s; samplesPerSecond = 129452.5
01/16/2018 22:34:39:  Epoch[15 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 0.90776367 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0102s; samplesPerSecond = 126045.0
01/16/2018 22:34:39:  Epoch[15 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 0.91552734 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130224.2
01/16/2018 22:34:39:  Epoch[15 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 0.94082031 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127452.0
01/16/2018 22:34:39:  Epoch[15 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 0.96528320 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 129265.5
01/16/2018 22:34:39:  Epoch[15 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 0.93613281 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129595.3
01/16/2018 22:34:39:  Epoch[15 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 0.89272461 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 128797.3
01/16/2018 22:34:39:  Epoch[15 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 0.91875000 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0102s; samplesPerSecond = 125677.5
01/16/2018 22:34:39:  Epoch[15 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 0.89746094 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130878.0
01/16/2018 22:34:39:  Epoch[15 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 0.90029297 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127817.2
01/16/2018 22:34:39:  Epoch[15 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 0.94907227 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130784.4
01/16/2018 22:34:39:  Epoch[15 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 0.96289062 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0101s; samplesPerSecond = 126125.8
01/16/2018 22:34:39:  Epoch[15 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 0.92626953 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 128450.9
01/16/2018 22:34:39:  Epoch[15 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 0.91816406 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 129971.7
01/16/2018 22:34:39: Finished Epoch[15 of 25]: [Training] CrossEntropyWithSoftmax = 0.92580733 * 1124823; EvalClassificationError = 0.30202619 * 1124823; totalSamplesSeen = 16872345; learningRatePerSample = 0.00048828125; epochTime=8.9554s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:34:39: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.23727543 * 122487; perplexity = 3.44621121; EvalClassificationError = 0.38977198 * 122487
01/16/2018 22:34:39: Finished Epoch[15 of 25]: [Validate] CrossEntropyWithSoftmax = 1.23727543 * 122487; EvalClassificationError = 0.38977198 * 122487
01/16/2018 22:34:39: Loading (rolling back to) previous model with best training-criterion value: /tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.14.
ValidateSubNetwork: InvStdOfFeatures InvStdDev operation changed, from [792 x 1] to [792].ValidateSubNetwork: MeanOfFeatures Mean operation changed, from [792 x 1] to [792].ValidateSubNetwork: Prior Mean operation changed, from [183 x 1] to [183].01/16/2018 22:34:39: learnRatePerSample reduced to 0.00024414062
01/16/2018 22:34:39: SGD: revoke back to and update checkpoint file for epoch 14

01/16/2018 22:34:39: Starting Epoch 15: learning rate per sample = 0.000244  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 14: frames [15747522..16872345] (first utterance at frame 15747522), data subset 0 of 1, with 1 datapasses

01/16/2018 22:34:39: Starting minibatch loop.
01/16/2018 22:34:39:  Epoch[15 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 0.93111153 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0102s; samplesPerSecond = 125441.0
01/16/2018 22:34:39:  Epoch[15 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 0.87443810 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0100s; samplesPerSecond = 127551.0
01/16/2018 22:34:39:  Epoch[15 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 0.91014099 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130621.6
01/16/2018 22:34:39:  Epoch[15 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 0.94480400 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127847.9
01/16/2018 22:34:39:  Epoch[15 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 0.91828308 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129218.5
01/16/2018 22:34:39:  Epoch[15 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 0.98257713 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 130614.9
01/16/2018 22:34:39:  Epoch[15 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 0.82714081 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0100s; samplesPerSecond = 128244.9
01/16/2018 22:34:39:  Epoch[15 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 0.90543823 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 128936.1
01/16/2018 22:34:39:  Epoch[15 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 0.92701645 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0102s; samplesPerSecond = 125639.2
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 0.95284882 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 128456.0
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 0.92104187 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130693.6
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 0.92999268 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127979.5
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 0.90188217 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129381.8
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 0.88992691 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130617.6
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 0.95214233 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128599.3
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 0.97084961 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0102s; samplesPerSecond = 125519.7
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 0.89423828 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130218.9
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 0.92208099 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128396.7
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 0.97205048 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130443.2
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 0.91787415 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 126961.5
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 0.92974091 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129620.3
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 0.95874023 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130668.2
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 0.93617401 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0102s; samplesPerSecond = 125991.7
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 0.90316620 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 129355.6
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 0.93378601 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130648.2
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 0.91407318 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 128685.9
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 0.89285736 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 126293.8
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 0.95074768 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129239.4
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 0.89555969 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 129012.8
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 0.94120789 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130555.0
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 0.86617432 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130484.4
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 0.92307434 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0102s; samplesPerSecond = 125927.2
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 0.90004578 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130398.0
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 0.96264954 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0100s; samplesPerSecond = 128338.8
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 0.94965515 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127590.4
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 0.90037537 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130908.8
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 0.98384094 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0100s; samplesPerSecond = 128055.1
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 0.91908264 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0102s; samplesPerSecond = 125926.0
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 0.89282227 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130066.8
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 0.93794556 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129447.2
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 0.92062988 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 127419.0
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 0.85929260 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130693.6
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 0.88839417 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130356.9
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 0.90622559 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 127887.5
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 0.95897217 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130516.4
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 0.91506653 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129714.8
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 0.94233704 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130768.4
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 1.01820374 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0101s; samplesPerSecond = 126261.4
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 0.92257080 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0102s; samplesPerSecond = 125445.9
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 0.90506897 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130294.5
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 0.90615540 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 128568.3
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 0.92141418 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 127435.5
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 0.90730286 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130574.9
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 0.97612915 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0100s; samplesPerSecond = 127899.0
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 0.87757568 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0100s; samplesPerSecond = 128238.5
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 0.89391174 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130630.9
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 0.93298340 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128097.4
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 0.96513062 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130477.8
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 0.94628906 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127969.3
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 0.93734131 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 129978.3
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 0.91043701 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130364.8
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 0.92076416 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 127369.5
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 0.93960571 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127548.5
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 0.86754761 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130887.4
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 0.94257813 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0099s; samplesPerSecond = 129277.3
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 0.88964233 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127822.3
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 0.84363403 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0098s; samplesPerSecond = 130803.1
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 0.92207031 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129932.1
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 0.93207397 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 128523.1
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 1.00100098 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0099s; samplesPerSecond = 129718.8
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 0.85129395 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0100s; samplesPerSecond = 127721.6
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 0.95112305 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130331.6
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 0.94454956 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0101s; samplesPerSecond = 126873.4
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 0.90075073 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127936.0
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 0.93098145 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130640.2
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 0.90899658 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129582.2
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 0.89350586 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 128720.8
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 0.87866821 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130630.9
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 0.89587402 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130015.2
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 0.85971680 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0099s; samplesPerSecond = 128669.1
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 0.98095093 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130383.4
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 0.93610840 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 127155.7
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 0.87992554 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 129708.3
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 0.94404297 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 127651.5
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 0.92557983 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129057.0
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 0.85532227 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129290.3
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 0.93579102 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 127067.3
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 0.92937012 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 126662.4
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 0.91807861 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129899.1
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 0.92405396 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 128920.5
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 0.93383179 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0102s; samplesPerSecond = 125921.0
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 0.89061890 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130237.5
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 0.84426270 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130561.6
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 0.92593384 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129770.1
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 0.91723022 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130633.6
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 0.88256226 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 128595.4
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 0.89277344 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130574.9
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 0.84102173 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0105s; samplesPerSecond = 121590.9
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 0.92750854 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0099s; samplesPerSecond = 128962.1
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 0.93906860 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130521.7
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 0.95049438 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129126.0
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 0.96857300 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 126919.9
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 0.92900391 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130613.6
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 0.95389404 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129892.5
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 0.95413818 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130339.6
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 0.92493896 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130731.0
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 0.91961670 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 127377.1
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 0.89450073 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130713.6
01/16/2018 22:34:40:  Epoch[15 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 0.93270264 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127396.1
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 0.91612549 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130260.0
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 0.93888550 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 128881.5
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 0.95253296 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 126927.5
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 0.87802734 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129929.5
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 0.94539795 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130743.0
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 0.90538330 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129884.6
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 0.91580811 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127982.1
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 0.92139893 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130473.8
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 0.92104492 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130843.2
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 0.93408203 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129274.6
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 0.98415527 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130232.2
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 0.91125488 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129912.3
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 0.90810547 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130495.1
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 0.82932129 * 1280; EvalClassificationError = 0.26093750 * 1280; time = 0.0101s; samplesPerSecond = 126958.9
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 0.90222168 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128586.4
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 0.92883301 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130640.2
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 0.91274414 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127590.4
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 0.95451660 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127601.9
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 0.88027344 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129934.7
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 0.87996826 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129930.8
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 0.95599365 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128237.2
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 0.95418701 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130592.3
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 0.91883545 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 127191.1
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 0.90614014 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130531.0
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 0.88691406 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0099s; samplesPerSecond = 128912.7
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 0.89912109 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0104s; samplesPerSecond = 123129.0
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 0.91623535 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 128921.8
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 0.90086670 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 126503.5
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 0.86181641 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130049.6
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 0.90092773 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130777.7
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 0.92008057 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 128879.0
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 0.89291992 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0101s; samplesPerSecond = 126990.4
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 0.93966064 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130757.7
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 0.94904785 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130277.2
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 0.88907471 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130761.7
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 0.92586670 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 0.94245605 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128061.5
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 0.91608887 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130732.3
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 0.87443848 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0102s; samplesPerSecond = 125177.3
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 0.93116455 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127869.6
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 0.93325195 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130387.4
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 0.94825439 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130380.8
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 0.93259277 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 128438.0
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 0.90625000 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130783.1
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 0.90860596 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128264.2
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 0.91431885 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130500.4
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 0.90881348 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 129957.2
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 0.90563965 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 127876.0
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 0.93288574 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130311.7
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 0.93378906 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 128967.3
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 0.95513916 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 127032.0
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 0.89439697 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130836.5
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 0.96164551 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 127549.7
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 0.90985107 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 127756.0
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 0.90544434 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130333.0
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 0.91605225 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 0.86140137 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0100s; samplesPerSecond = 127525.6
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 0.89285889 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130547.0
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 0.93311768 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 128773.9
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 0.96511230 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0126s; samplesPerSecond = 101774.7
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 0.91419678 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130658.9
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 0.93094482 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130724.3
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 0.86834717 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0100s; samplesPerSecond = 128507.6
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 0.93220215 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130700.3
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 0.90598145 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129238.1
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 0.95908203 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130886.0
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 0.93708496 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0100s; samplesPerSecond = 127453.2
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 0.91938477 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128174.3
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 0.94677734 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130496.4
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 0.90341797 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128372.3
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 0.88986816 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0133s; samplesPerSecond = 96322.4
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 0.92396240 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0118s; samplesPerSecond = 108899.1
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 0.95450439 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 0.94468994 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127809.6
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 0.92042236 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129743.8
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 0.88137207 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130419.3
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 0.91767578 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 127661.7
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 0.92464600 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130321.0
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 0.88017578 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0101s; samplesPerSecond = 126303.7
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 0.92747803 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130006.0
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 0.89039307 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130809.8
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 0.88763428 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0102s; samplesPerSecond = 125892.6
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 0.94755859 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130107.7
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 0.95075684 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130844.6
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 0.87861328 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129235.5
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 0.94873047 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 128603.1
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 0.91585693 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130708.3
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 0.92933350 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0102s; samplesPerSecond = 125464.4
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 0.88411865 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128472.8
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 0.92369385 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130489.7
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 0.88493652 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 128997.1
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 0.88979492 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130704.3
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 0.92128906 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 127439.3
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 0.91109619 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130708.3
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 0.91783447 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130676.2
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 0.93548584 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129916.3
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 0.90201416 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 127938.6
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 0.87719727 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130383.4
01/16/2018 22:34:41:  Epoch[15 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 0.93055420 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 127227.7
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 0.94616699 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 127724.1
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 0.92271729 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130604.2
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 0.91068115 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0105s; samplesPerSecond = 122434.1
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 0.92459717 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130978.4
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 0.93923340 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 0.89152832 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130307.8
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 0.91680908 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130927.5
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 0.90415039 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 128811.5
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 0.95251465 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0103s; samplesPerSecond = 123855.8
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 0.86781006 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130322.3
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 0.93858643 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127701.2
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 0.90877686 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128567.0
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 0.87325439 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130825.8
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 0.94678955 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0100s; samplesPerSecond = 127749.6
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 0.92402344 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129122.1
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 0.92575684 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130640.2
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 0.89985352 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130262.7
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 0.84260254 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 131016.0
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 0.92009277 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 127102.7
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 0.97397461 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0100s; samplesPerSecond = 127468.5
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 0.89228516 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130832.5
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 0.94387207 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130054.9
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 0.88728027 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129853.0
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 0.94506836 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130423.3
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 0.89162598 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 128790.8
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 0.93081055 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0101s; samplesPerSecond = 126750.2
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 0.87631836 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130926.2
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 0.89138184 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0101s; samplesPerSecond = 127315.0
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 0.87697754 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130999.9
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 0.88527832 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0101s; samplesPerSecond = 127098.9
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 0.94162598 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129940.0
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 0.95795898 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130560.3
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 0.93271484 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129554.7
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 0.97731934 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128016.6
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 0.87941895 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130452.5
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 0.93781738 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 129992.8
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 0.93840332 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0102s; samplesPerSecond = 125127.1
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 0.90615234 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130634.9
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 0.94987793 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129658.3
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 0.89145508 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 128762.3
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 0.86381836 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0098s; samplesPerSecond = 130400.7
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 0.90639648 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 127538.3
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 0.94562988 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129756.9
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 0.86501465 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0100s; samplesPerSecond = 128338.8
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 0.96354980 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 129884.6
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 0.93757324 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130269.3
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 1.00344238 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0101s; samplesPerSecond = 127254.3
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 0.95100098 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129506.2
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 0.94069824 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130896.7
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 0.92006836 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 129588.8
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 0.95139160 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130855.3
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 0.92868652 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130488.4
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 0.95715332 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 126955.2
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 0.87697754 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130848.6
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 0.88435059 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130159.3
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 0.87092285 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130062.8
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 0.86193848 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130427.3
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 0.94677734 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0102s; samplesPerSecond = 125961.9
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 0.90126953 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131026.7
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 0.89060059 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130531.0
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 0.92707520 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129315.1
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 0.92045898 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130520.3
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 0.89487305 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130693.6
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 0.89802246 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0102s; samplesPerSecond = 125755.3
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 0.97116699 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 129735.9
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 0.87282715 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 127868.3
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 0.93327637 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 127814.7
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 0.87807617 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130431.2
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 0.85458984 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 127683.3
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 0.96657715 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127808.3
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 0.94462891 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130273.3
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 0.86005859 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130285.2
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 0.91940918 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127657.9
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 0.91711426 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130882.0
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 0.97473145 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 128849.1
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 0.95307617 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130874.0
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 0.96840820 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130444.5
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 0.89689941 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0103s; samplesPerSecond = 124029.8
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 0.92365723 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130449.8
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 0.95932617 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129558.6
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 0.92810059 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129862.2
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 0.93276367 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130380.8
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 0.92712402 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0103s; samplesPerSecond = 124690.7
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 0.93325195 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129739.8
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 0.93867188 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129709.6
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 0.95959473 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 128344.0
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 0.94826660 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0101s; samplesPerSecond = 127125.4
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 0.90688477 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130906.1
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 0.92495117 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0101s; samplesPerSecond = 126916.1
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 0.92482910 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130688.3
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 0.90251465 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128247.5
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 0.90400391 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129001.0
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 0.90837402 * 1280; EvalClassificationError = 0.26796875 * 1280; time = 0.0098s; samplesPerSecond = 130819.2
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 0.97175293 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0101s; samplesPerSecond = 126749.0
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 0.93305664 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129120.8
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 0.92543945 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130824.5
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 0.94145508 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130709.6
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 0.82585449 * 1280; EvalClassificationError = 0.25937500 * 1280; time = 0.0098s; samplesPerSecond = 130058.8
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 0.92565918 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130504.4
01/16/2018 22:34:42:  Epoch[15 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 0.92841797 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128130.7
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 0.91416016 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 127932.2
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 0.83884277 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130702.9
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 0.93049316 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0102s; samplesPerSecond = 125205.4
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 0.96936035 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130706.9
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 0.92089844 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129389.6
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 0.93884277 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129932.1
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 0.97043457 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130888.7
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 0.88354492 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0101s; samplesPerSecond = 127296.1
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 0.87441406 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 128076.8
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 0.86889648 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130496.4
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 0.86948242 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 129388.3
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 0.95749512 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130525.7
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 0.91843262 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0102s; samplesPerSecond = 125715.7
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 0.90878906 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0101s; samplesPerSecond = 127361.9
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 0.92036133 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 128777.8
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 0.91181641 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127520.5
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 0.90161133 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130146.1
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 0.93461914 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130649.6
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 0.86872559 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0101s; samplesPerSecond = 127116.5
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 0.91503906 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0101s; samplesPerSecond = 126508.5
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 0.88798828 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130827.2
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 0.92792969 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 128866.0
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 0.93469238 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 127048.4
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 0.96784668 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130287.9
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 0.92145996 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128247.5
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 0.92583008 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129789.8
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 0.90256348 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130406.0
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 0.98723145 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0102s; samplesPerSecond = 125361.1
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 0.93549805 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130475.1
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 0.92438965 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0101s; samplesPerSecond = 126726.4
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 0.91655273 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128074.3
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 0.92739258 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129733.2
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 0.87800293 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 127710.1
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 0.91240234 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130564.3
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 0.97336426 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130843.2
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 0.94719238 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129448.5
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 0.93139648 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 129962.4
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 0.92094727 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130729.6
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 0.85842285 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0100s; samplesPerSecond = 127930.9
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 0.87851563 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130449.8
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 0.89584961 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0140s; samplesPerSecond = 91424.7
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 0.95036621 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0147s; samplesPerSecond = 87202.4
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 0.92966309 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0162s; samplesPerSecond = 78832.3
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 0.97905273 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0136s; samplesPerSecond = 94437.1
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 0.89052734 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 128587.6
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 0.91142578 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128137.1
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 0.95163574 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130733.6
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 0.97680664 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130816.5
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 0.96215820 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130859.3
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 0.96042480 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130609.6
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 0.89536133 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127961.6
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 0.92187500 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130804.4
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 0.86972656 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128185.9
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 0.93576660 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130451.2
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 0.96948242 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130633.6
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 0.91086426 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0101s; samplesPerSecond = 126409.8
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 0.98334961 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0099s; samplesPerSecond = 129076.5
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 0.87697754 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130544.3
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 0.91367188 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0109s; samplesPerSecond = 117234.4
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 0.93640137 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130598.9
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 0.92800293 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130471.1
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 0.89965820 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126854.5
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 0.94553223 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130447.2
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 0.94020996 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130205.7
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 0.97739258 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130306.4
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 0.95092773 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130779.1
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 0.94509277 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127925.8
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 0.92941895 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 127329.0
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 0.91801758 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 0.93271484 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130048.3
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 0.92622070 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130672.2
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 0.90324707 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130689.6
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 1.02243652 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 128964.7
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 0.92395020 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130485.8
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 0.94067383 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129326.9
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 0.87397461 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 127557.4
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 0.96040039 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130817.8
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 0.83000488 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0100s; samplesPerSecond = 128201.3
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 0.97141113 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130167.3
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 0.93344727 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130821.8
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 0.96057129 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 127721.6
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 0.89641113 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 128757.1
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 0.93693848 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130745.7
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 0.93681641 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129647.8
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 0.92805176 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130632.2
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 0.92111816 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129337.3
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 0.95234375 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0101s; samplesPerSecond = 126372.3
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 0.92690430 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130670.9
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 0.87746582 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129891.2
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 0.91555176 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128426.4
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 0.89863281 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0099s; samplesPerSecond = 129657.0
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 0.91679687 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0103s; samplesPerSecond = 124390.2
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 0.97065430 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130749.7
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 0.93476563 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130666.9
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 0.92268066 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 128697.5
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 0.88908691 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130406.0
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 0.89350586 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0102s; samplesPerSecond = 125163.8
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 0.88574219 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130155.4
01/16/2018 22:34:43:  Epoch[15 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 0.93479004 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129396.2
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 0.91042480 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130035.0
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 0.90368652 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0100s; samplesPerSecond = 128165.3
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 0.95026855 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130573.6
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 0.96284180 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 128417.4
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 1.00061035 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0101s; samplesPerSecond = 126924.9
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 0.87783203 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0098s; samplesPerSecond = 130629.6
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 0.96718750 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0100s; samplesPerSecond = 127753.4
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 0.96098633 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 128569.6
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 0.90515137 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130213.6
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 0.90253906 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129102.5
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 0.90803223 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130753.7
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 0.94079590 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128098.6
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 0.87277832 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 126913.6
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 0.86987305 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130541.6
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 0.85834961 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0099s; samplesPerSecond = 129472.1
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 0.91052246 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 129970.4
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 0.80891113 * 1280; EvalClassificationError = 0.26796875 * 1280; time = 0.0098s; samplesPerSecond = 130888.7
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 0.86376953 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0102s; samplesPerSecond = 125428.7
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 0.96894531 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129037.5
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 0.99206543 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 128525.7
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 0.89287109 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0101s; samplesPerSecond = 126829.4
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 0.93532715 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127391.1
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 0.91289062 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130597.6
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 0.97680664 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129003.6
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 0.84072266 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130319.7
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 0.94218750 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 128726.0
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 0.90051270 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0101s; samplesPerSecond = 127291.0
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 0.85078125 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0099s; samplesPerSecond = 129196.4
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 0.88913574 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0136s; samplesPerSecond = 94252.8
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 0.88713379 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 127417.7
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 0.91115723 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0113s; samplesPerSecond = 113310.4
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 0.90053711 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130637.6
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 0.92304688 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 129978.3
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 0.91860352 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129377.9
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 0.90417480 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130967.7
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 0.98264160 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130144.8
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 0.96040039 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130989.2
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 0.91906738 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 127609.5
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 0.91308594 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128224.4
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 0.91635742 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130249.4
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 0.92094727 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128158.9
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 0.91689453 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0102s; samplesPerSecond = 125382.0
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 0.96132812 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 130732.3
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 0.85063477 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128587.6
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 0.92177734 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0103s; samplesPerSecond = 123894.1
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 0.89326172 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130555.0
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 0.90781250 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0102s; samplesPerSecond = 125961.9
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 0.89233398 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130279.9
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 0.89467773 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130605.6
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 0.91689453 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130725.6
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 0.96420898 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130656.2
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 0.92729492 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 127146.8
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 0.95351562 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0193s; samplesPerSecond = 66193.3
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 0.96630859 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130338.3
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 0.92089844 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 128750.6
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 0.94096680 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130378.1
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 0.94702148 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131122.0
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 0.97485352 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130870.0
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 0.98222656 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0099s; samplesPerSecond = 129895.2
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 0.91645508 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130848.6
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 0.99238281 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 131144.9
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 0.84809570 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0101s; samplesPerSecond = 127042.1
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 0.93056641 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 128837.4
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 1.00327148 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130225.6
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 0.93281250 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127794.3
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 0.92104492 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0101s; samplesPerSecond = 127048.4
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 0.89155273 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130751.0
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 0.96855469 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130717.6
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 0.91235352 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 131005.3
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 0.91303711 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130533.7
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 0.90532227 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128058.9
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 0.88129883 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 131032.1
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 0.89614258 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130880.7
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 0.94824219 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 131193.2
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 0.92421875 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130970.4
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 0.91787109 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 128055.1
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 0.91826172 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 0.89721680 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 0.93779297 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130920.8
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 0.90888672 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130900.8
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 0.93906250 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127693.5
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 0.96748047 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 131166.4
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 0.94248047 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131122.0
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 0.98618164 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130682.9
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 0.93583984 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129583.5
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 0.89028320 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130569.6
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 0.87299805 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0102s; samplesPerSecond = 125730.6
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 0.93540039 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130549.6
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 0.87299805 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0098s; samplesPerSecond = 131220.1
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 0.91425781 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129279.9
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 0.97070312 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 131236.3
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 0.90483398 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128477.9
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 0.89462891 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129571.7
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 0.92373047 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0097s; samplesPerSecond = 131398.0
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 0.94819336 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130645.6
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 0.99204102 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130914.1
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 0.92197266 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 131104.6
01/16/2018 22:34:44:  Epoch[15 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 0.95146484 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127884.9
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 0.95371094 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 128888.0
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 0.88847656 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130653.6
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 0.92060547 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0103s; samplesPerSecond = 124382.9
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 0.95043945 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 0.93730469 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129825.3
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 0.97651367 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130294.5
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 0.87641602 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 131006.6
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 0.94897461 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127841.5
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 0.92065430 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130795.1
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 0.93461914 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130935.6
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 0.92109375 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130453.8
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 0.90673828 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130505.7
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 0.87348633 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130019.2
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 0.91396484 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127814.7
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 0.94619141 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130441.9
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 0.91909180 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130743.0
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 0.87358398 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130002.0
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 0.85390625 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0098s; samplesPerSecond = 131033.4
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 0.91767578 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127539.6
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 0.88666992 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130537.7
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 0.94770508 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130477.8
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 0.97187500 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130862.0
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 0.90048828 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0123s; samplesPerSecond = 103897.8
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 0.87543945 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130755.0
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 0.91596680 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130565.6
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 0.91870117 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129837.2
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 0.91630859 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 131174.4
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 0.86645508 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0101s; samplesPerSecond = 126631.1
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 0.92426758 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 131001.2
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 0.95195312 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 131224.2
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 0.89550781 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 131079.0
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 0.89501953 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130880.7
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 0.90107422 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130606.9
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 0.90571289 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 131013.3
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 0.99057617 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130907.5
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 0.93803711 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 131009.3
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 0.97895508 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130985.2
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 0.94160156 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130863.3
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 0.93872070 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129892.5
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 0.86616211 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130551.0
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 0.85009766 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130468.5
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 0.92705078 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0106s; samplesPerSecond = 120410.5
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 0.89853516 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0110s; samplesPerSecond = 116628.7
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 0.90327148 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 131107.2
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 0.92504883 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0103s; samplesPerSecond = 123937.3
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 0.89360352 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130993.2
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 0.90766602 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0102s; samplesPerSecond = 125890.1
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 1.01147461 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 127892.6
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 0.91860352 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 127044.6
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 0.96215820 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130234.8
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 0.90659180 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130109.1
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 0.91547852 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130784.4
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 0.88784180 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131018.7
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 0.94907227 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 129376.6
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 0.90332031 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131116.6
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 0.91450195 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131111.3
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 0.88544922 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130661.6
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 0.99023438 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130991.9
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 0.89707031 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130816.5
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 0.97500000 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 131048.2
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 0.92973633 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129838.5
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 0.88134766 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130839.2
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 0.95390625 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131093.8
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 0.92089844 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130753.7
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 0.90146484 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130668.2
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 0.91621094 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130593.6
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 0.93344727 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 127353.0
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 0.93349609 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130860.6
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 0.92846680 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 126426.0
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 0.95537109 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130916.8
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 0.95947266 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130880.7
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 0.94492188 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130890.1
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 0.90805664 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130335.6
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 0.96503906 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 131077.7
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 0.88632813 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131045.5
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 0.89780273 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130645.6
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 0.84760742 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0097s; samplesPerSecond = 131350.8
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 0.90537109 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 0.88911133 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130880.7
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 0.90039062 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130832.5
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 0.88046875 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130151.4
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 0.99282227 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130916.8
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 0.91738281 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 128897.1
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 0.95917969 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 131020.0
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 0.97475586 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130553.6
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 0.89487305 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 0.89785156 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130848.6
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 0.94086914 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128065.3
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 0.95869141 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 128404.5
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 1.12124023 * 1280; EvalClassificationError = 0.35546875 * 1280; time = 0.0098s; samplesPerSecond = 131058.9
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 0.90913086 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0097s; samplesPerSecond = 131300.9
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 0.95253906 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131069.7
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 0.93173828 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 131108.6
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 0.89208984 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 126784.1
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 0.95063477 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130940.9
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 0.86899414 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130943.6
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 0.90419922 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130672.2
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 0.95136719 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 131148.9
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 0.83867187 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0103s; samplesPerSecond = 124609.4
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 0.90537109 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131052.2
01/16/2018 22:34:45:  Epoch[15 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 0.92587891 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 131144.9
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 0.95312500 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130367.5
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 0.91333008 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 126319.9
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 0.93896484 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130914.1
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 0.94746094 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129590.1
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 0.94316406 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 131151.6
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 0.90957031 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130983.8
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 0.96210938 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 129066.1
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 0.93320313 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130761.7
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 0.87441406 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130535.0
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 0.92905273 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130421.9
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 0.85537109 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130265.3
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 0.91479492 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 0.87978516 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 127712.6
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 0.88105469 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 0.95581055 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 0.93706055 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129784.5
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 0.94594727 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131183.8
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 0.91787109 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 127870.9
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 0.91865234 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 0.92070312 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128037.1
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 0.91201172 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130668.2
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 0.88002930 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130938.3
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 0.94814453 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 128772.6
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 0.85708008 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 130761.7
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 0.88764648 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130082.6
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 0.89838867 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130973.1
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 0.93540039 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128490.8
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 0.91230469 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130870.0
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 0.97783203 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130839.2
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 0.85957031 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130879.3
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 0.92109375 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130908.8
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 0.94267578 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 131076.4
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 0.93579102 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130983.8
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 0.93354492 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 127234.1
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 0.96464844 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0099s; samplesPerSecond = 129720.1
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 0.92583008 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130414.0
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 0.92670898 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130303.8
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 0.97368164 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130457.8
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 0.94218750 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0097s; samplesPerSecond = 131356.1
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 0.92543945 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130713.6
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 0.90976563 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130355.5
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 0.94902344 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130870.0
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 0.92763672 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130556.3
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 0.88618164 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130760.4
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 0.87460938 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130878.0
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 0.88061523 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130078.7
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 0.96552734 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130775.0
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 0.93955078 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 126989.2
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 0.97607422 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130975.8
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 0.94155273 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130681.6
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 0.92807617 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131248.4
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 1.01650391 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0100s; samplesPerSecond = 128196.1
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 0.88627930 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129868.8
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 0.87719727 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130833.9
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 0.88710937 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130957.0
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 0.89140625 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130428.6
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 0.90869141 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130208.3
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 0.96064453 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130783.1
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 1.00175781 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0099s; samplesPerSecond = 129532.4
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 0.91152344 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130966.4
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 0.89926758 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130464.5
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 0.90053711 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130240.1
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 0.89599609 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130947.6
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 0.95546875 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 127739.4
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 0.96206055 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129205.5
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 0.92294922 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131076.4
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 0.92583008 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 128964.7
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 0.84272461 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0099s; samplesPerSecond = 128895.8
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 0.87290039 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130823.2
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 0.95283203 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130541.6
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 0.90610352 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 128603.1
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 0.94599609 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130298.5
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 0.94443359 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130835.2
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 0.97011719 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130819.2
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 0.94785156 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130520.3
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 0.97802734 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130608.2
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 0.96108398 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130650.9
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 0.96264648 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129053.1
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 0.95454102 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0097s; samplesPerSecond = 131290.1
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 0.91318359 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129903.1
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 0.88637695 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130670.9
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 0.95053711 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129703.0
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 0.93178711 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129051.8
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 0.89912109 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130580.3
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 0.96318359 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130354.2
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 0.92705078 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 131016.0
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 0.94033203 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130694.9
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 0.93764648 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130973.1
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 0.82353516 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 130741.7
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 0.92905273 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130997.2
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 0.92763672 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130785.7
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 0.91914063 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130843.2
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 0.92363281 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131101.9
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 0.88095703 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128572.1
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 0.91879883 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130503.0
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 0.91098633 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 131076.4
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 0.83603516 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 131232.3
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 0.93911133 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129388.3
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 0.88974609 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:34:46:  Epoch[15 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 0.96733398 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130971.7
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 0.92426758 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130961.0
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 0.88583984 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130449.8
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 0.94560547 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129085.6
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 0.93530273 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130761.7
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 0.87456055 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130147.4
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 0.93452148 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 131093.8
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 0.92416992 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130338.3
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 0.94609375 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 131201.3
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 0.93481445 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 0.97324219 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130729.6
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 0.95717773 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 131049.5
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 0.90834961 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0097s; samplesPerSecond = 131362.9
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 0.93032227 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131131.4
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 0.88203125 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128539.9
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 0.93862305 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130716.3
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 0.91870117 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129793.7
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 0.91401367 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130540.3
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 0.95068359 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130594.9
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 0.90610352 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0102s; samplesPerSecond = 125950.8
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 0.89951172 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130443.2
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 0.89980469 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 128884.1
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 0.90493164 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127712.6
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 0.90869141 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130633.6
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 0.93286133 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130772.4
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 0.89008789 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130273.3
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 0.91845703 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131085.8
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 0.91635742 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130943.6
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 0.89350586 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130013.9
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 0.89531250 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130939.6
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 0.82978516 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130652.2
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 0.96699219 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130539.0
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 0.89965820 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130123.6
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 0.90229492 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130370.1
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 0.95268555 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131179.8
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 0.90903320 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130919.5
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 0.91503906 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 129961.1
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 0.95776367 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130743.0
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 0.98413086 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130669.6
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 0.97128906 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130052.2
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 0.90644531 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130788.4
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 0.97246094 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 131198.6
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 0.94306641 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130327.7
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 0.89418945 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0103s; samplesPerSecond = 124361.2
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 0.96015625 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0101s; samplesPerSecond = 127093.8
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 0.93842773 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130220.3
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 0.94663086 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130777.7
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 0.88012695 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 131032.1
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 0.97929687 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 131030.7
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 0.94775391 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 128496.0
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 0.85834961 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130982.5
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 0.92651367 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130870.0
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 0.91977539 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130930.2
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 0.88750000 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131054.9
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 0.99633789 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130993.2
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 0.91606445 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130632.2
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 0.91718750 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130140.8
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 0.94809570 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 128610.9
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 0.88911133 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129749.0
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 0.92622070 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130934.2
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 0.92275391 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 131116.6
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 0.89775391 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 0.91547852 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130254.7
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 0.96782227 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130082.6
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 0.87514648 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130764.4
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 0.93964844 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0101s; samplesPerSecond = 127292.3
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 0.93349609 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 128219.3
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 0.92480469 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130661.6
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 0.96259766 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130884.7
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 0.91318359 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127443.1
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 0.87045898 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0097s; samplesPerSecond = 131309.0
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 0.95180664 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0101s; samplesPerSecond = 127047.1
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 0.99521484 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 131058.9
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 0.93681641 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130998.6
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 0.89272461 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128096.1
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 0.93339844 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130609.6
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 0.91557617 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131049.5
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 0.90751953 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130527.0
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 0.94355469 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130848.6
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 0.90751953 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 128908.8
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 0.97226563 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 131020.0
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 0.87441406 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 131280.7
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 0.94023437 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130769.7
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 0.89409180 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130338.3
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 0.93081055 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129500.9
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 0.87011719 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 130827.2
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 0.90766602 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 131009.3
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 0.92739258 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130632.2
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 0.91108398 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130862.0
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 0.91323242 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0097s; samplesPerSecond = 131402.0
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 0.92709961 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130600.3
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 0.87563477 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130252.1
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 0.88383789 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0097s; samplesPerSecond = 131443.8
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 0.92446289 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130862.0
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 0.86884766 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130820.5
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 0.90268555 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130737.6
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 0.93720703 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 131010.6
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 0.94936523 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130851.2
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 0.93808594 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130396.7
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 0.89458008 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130985.2
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 0.88125000 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130958.3
01/16/2018 22:34:47:  Epoch[15 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 1.01210938 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 131069.7
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 0.88286133 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130670.9
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 0.92875977 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130234.8
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 0.97465820 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0099s; samplesPerSecond = 129837.2
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 0.89287109 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130978.4
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 0.90434570 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130906.1
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 0.92705078 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131045.5
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 0.90351563 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130644.2
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 0.86762695 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130967.7
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 0.87124023 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 131048.2
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 0.89653320 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131271.3
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 0.89248047 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131189.2
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 0.91528320 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130978.4
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 0.88334961 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130878.0
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 0.89863281 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 126379.8
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 0.88706055 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 131267.2
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 0.90600586 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130177.9
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 0.89472656 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129227.7
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 0.90585938 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130729.6
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 0.93408203 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 127584.1
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 0.91118164 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128085.8
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 0.91274414 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129276.0
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 0.92500000 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0102s; samplesPerSecond = 125815.8
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 0.91987305 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130264.0
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 0.97529297 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0101s; samplesPerSecond = 126444.7
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 0.90717773 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131006.6
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 0.92993164 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130962.4
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 0.94584961 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131029.4
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 0.91376953 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129289.0
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 0.91860352 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130987.8
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 0.94438477 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130560.3
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 0.93696289 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130927.5
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 0.92666016 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130886.0
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 0.94785156 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129508.8
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 0.90776367 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131067.0
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 0.91728516 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0097s; samplesPerSecond = 131295.5
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 0.91801758 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130689.6
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 0.89990234 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130965.0
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 0.88730469 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131068.3
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 0.94438477 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0097s; samplesPerSecond = 131368.3
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 0.86748047 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130461.8
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 0.87651367 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130398.0
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 0.91289062 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131124.7
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 0.93129883 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 131147.5
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 0.85126953 * 1280; EvalClassificationError = 0.26562500 * 1280; time = 0.0100s; samplesPerSecond = 127691.0
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 0.91801758 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0097s; samplesPerSecond = 131314.4
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 0.89614258 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 131050.9
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 0.94545898 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 131092.5
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 0.87143555 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0097s; samplesPerSecond = 131304.9
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 0.91860352 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131221.5
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 0.92207031 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130849.9
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 0.90683594 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130994.5
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 0.92070312 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 131013.3
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 0.90844727 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130556.3
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 0.92685547 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0101s; samplesPerSecond = 126323.7
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 0.89770508 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130724.3
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 1.00102539 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130888.7
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 0.90375977 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130949.0
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 0.98154297 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130919.5
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 0.90312500 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 131038.8
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 0.90893555 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 131212.1
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 0.93393555 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131109.9
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 0.95771484 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 131014.6
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 0.92890625 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130678.9
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 0.88632813 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130720.3
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 0.91469727 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 131003.9
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 0.89101562 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131049.5
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 0.89477539 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131161.0
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 0.94179687 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130723.0
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 0.95629883 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 131186.5
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 0.92250977 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131036.1
01/16/2018 22:34:48:  Epoch[15 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 0.91079102 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0101s; samplesPerSecond = 127298.6
01/16/2018 22:34:48: Finished Epoch[15 of 25]: [Training] CrossEntropyWithSoftmax = 0.92061618 * 1124823; EvalClassificationError = 0.30024279 * 1124823; totalSamplesSeen = 16872345; learningRatePerSample = 0.00024414062; epochTime=8.79816s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:34:49: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.23468146 * 122487; perplexity = 3.43728342; EvalClassificationError = 0.38835142 * 122487
01/16/2018 22:34:49: Finished Epoch[15 of 25]: [Validate] CrossEntropyWithSoftmax = 1.23468146 * 122487; EvalClassificationError = 0.38835142 * 122487
01/16/2018 22:34:49: SGD: Saving checkpoint model '/tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.15'

01/16/2018 22:34:49: Starting Epoch 16: learning rate per sample = 0.000244  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 15: frames [16872345..17997168] (first utterance at frame 16872345), data subset 0 of 1, with 1 datapasses

01/16/2018 22:34:49: Starting minibatch loop.
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 0.95815020 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0101s; samplesPerSecond = 126836.9
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 0.97973700 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 131057.6
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 0.94502678 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 131005.3
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 0.97810135 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131052.2
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 0.92488441 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130982.5
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 0.87658539 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130343.6
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 0.88719139 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130102.5
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 0.87342453 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 127865.7
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 0.93884354 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130727.0
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 0.89822540 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130656.2
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 0.96317368 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130572.3
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 0.90009384 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130200.4
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 0.91828690 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128284.8
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 0.88775558 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128608.3
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 0.92908936 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130985.2
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 0.89976654 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130410.0
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 0.94434052 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130658.9
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 0.94986572 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 131275.3
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 0.98415070 * 1280; EvalClassificationError = 0.34218750 * 1280; time = 0.0098s; samplesPerSecond = 130879.3
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 0.91303253 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128121.7
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 0.96345062 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130851.2
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 0.97245941 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130753.7
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 0.91168518 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 131108.6
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 0.91371155 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131224.2
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 0.92726135 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 131048.2
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 0.85421295 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130744.3
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 0.92518311 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0105s; samplesPerSecond = 122477.5
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 0.94365692 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0131s; samplesPerSecond = 97543.1
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 0.84107971 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130203.0
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 0.90510864 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0106s; samplesPerSecond = 120739.9
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 0.90840149 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0111s; samplesPerSecond = 115589.2
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 0.90325623 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130329.0
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 0.87816162 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0112s; samplesPerSecond = 113855.7
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 0.89980774 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130127.6
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 0.94712830 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130954.3
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 0.88121948 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130740.3
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 0.93374634 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0102s; samplesPerSecond = 125845.5
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 0.89507141 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130714.9
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 0.91551819 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130807.1
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 0.88801575 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129771.4
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 0.94402466 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131036.1
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 0.98850098 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0101s; samplesPerSecond = 127092.6
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 0.88025818 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130226.9
01/16/2018 22:34:49:  Epoch[16 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 0.96699829 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0127s; samplesPerSecond = 100781.1
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 0.94011230 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130788.4
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 0.93193054 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0118s; samplesPerSecond = 108679.0
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 0.90242004 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130989.2
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 0.89352722 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128314.4
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 0.92662354 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 127932.2
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 0.96819153 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130698.9
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 0.87074585 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127535.8
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 0.94661560 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130728.3
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 0.99715576 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130318.4
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 0.90213013 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 128277.1
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 0.90270996 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129613.7
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 0.84720459 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0098s; samplesPerSecond = 130685.6
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 0.89727173 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 128661.3
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 0.92506714 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129743.8
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 0.91500854 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 127993.6
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 0.87716064 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129876.7
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 0.94637451 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130523.0
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 0.93317871 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 127988.5
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 0.88096924 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130998.6
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 0.89451904 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130471.1
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 0.88724365 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128196.1
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 0.86877441 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0111s; samplesPerSecond = 115476.6
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 0.93605347 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130684.3
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 0.97122803 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130537.7
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 0.89609985 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127697.4
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 0.92071533 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 131080.4
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 0.91004639 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127729.2
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 0.93555298 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130686.9
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 0.92432861 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0107s; samplesPerSecond = 119588.2
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 0.95357666 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130180.5
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 0.91602783 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130107.7
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 0.88079834 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130406.0
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 0.92282104 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130855.3
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 0.90583496 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131087.1
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 0.90513306 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129746.4
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 0.90767822 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0103s; samplesPerSecond = 123882.2
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 0.89301147 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0101s; samplesPerSecond = 126164.3
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 0.90783691 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0103s; samplesPerSecond = 123817.4
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 0.92272339 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129431.5
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 0.90582275 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130915.5
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 0.89625854 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130574.9
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 0.86752319 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0112s; samplesPerSecond = 114409.3
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 0.88944702 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130775.0
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 0.82272339 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0098s; samplesPerSecond = 130613.6
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 0.88453979 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129306.0
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 0.89221802 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130040.3
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 0.91215820 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0102s; samplesPerSecond = 125644.2
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 0.91613770 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130965.0
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 0.90228882 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128289.9
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 0.90344849 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127429.1
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 0.85285034 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0104s; samplesPerSecond = 123362.8
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 0.90604248 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0102s; samplesPerSecond = 125762.7
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 0.88918457 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129229.0
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 0.97200928 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130668.2
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 0.90292358 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0103s; samplesPerSecond = 124548.8
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 0.90599365 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0107s; samplesPerSecond = 119767.2
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 0.90570068 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0160s; samplesPerSecond = 79985.5
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 0.92318726 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130580.3
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 0.90731812 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129839.8
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 0.91464233 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130914.1
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 0.96508179 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129047.9
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 0.97778931 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 128958.2
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 0.89995728 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130264.0
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 0.89617310 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 0.90323486 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130741.7
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 0.89651489 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 0.95359497 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129540.2
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 0.98918457 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 128635.5
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 0.97379150 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130689.6
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 0.95247803 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129647.8
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 0.92576904 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0103s; samplesPerSecond = 124431.3
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 0.95017090 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131033.4
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 0.88455811 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0098s; samplesPerSecond = 130977.1
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 0.91832275 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130761.7
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 0.95797119 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130597.6
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 0.94741211 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129319.1
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 0.86938477 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131194.6
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 0.92740479 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130851.2
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 0.91396484 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0104s; samplesPerSecond = 123556.9
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 0.85710449 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 131221.5
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 0.95397949 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129795.1
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 0.94406738 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 131029.4
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 0.91163330 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130812.5
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 0.86967773 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130588.3
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 0.86958008 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 0.89825439 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130661.6
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 0.89803467 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 128085.8
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 0.93697510 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130617.6
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 0.92423096 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130704.3
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 0.93479004 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131169.0
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 0.87978516 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130922.2
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 0.89609375 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130501.7
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 0.92325439 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130942.3
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 0.92714844 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 131198.6
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 0.91572266 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130410.0
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 0.87647705 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130796.4
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 0.88367920 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128543.7
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 0.87934570 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130828.5
01/16/2018 22:34:50:  Epoch[16 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 0.84810791 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0097s; samplesPerSecond = 131326.5
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 0.95144043 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129837.2
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 0.94108887 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 126344.9
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 0.95893555 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 131134.1
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 0.95539551 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 131089.8
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 0.95548096 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130946.3
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 0.95117188 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131021.4
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 0.90458984 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130743.0
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 0.88034668 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 131056.2
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 0.86236572 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 0.88555908 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130971.7
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 0.94117432 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131252.4
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 0.94234619 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130862.0
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 0.98284912 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 127849.1
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 0.93011475 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131016.0
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 0.95136719 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 131029.4
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 0.91697998 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130821.8
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 0.86199951 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0097s; samplesPerSecond = 131369.6
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 0.94520264 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131068.3
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 0.85145264 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0097s; samplesPerSecond = 131443.8
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 0.92309570 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130779.1
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 0.93983154 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130572.3
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 0.86909180 * 1280; EvalClassificationError = 0.26640625 * 1280; time = 0.0098s; samplesPerSecond = 131069.7
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 0.91414795 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0102s; samplesPerSecond = 125872.8
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 0.91483154 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130919.5
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 0.94956055 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128600.6
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 0.90471191 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130374.1
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 0.92778320 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131021.4
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 0.90034180 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 126727.7
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 0.93676758 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129133.8
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 0.92480469 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128123.0
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 0.92663574 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130201.7
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 0.90162354 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 128097.4
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 0.90892334 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130884.7
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 0.88020020 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127948.8
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 0.91102295 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130622.9
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 0.88394775 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130717.6
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 0.87344971 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 131069.7
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 0.92731934 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 131112.6
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 0.93686523 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130544.3
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 0.92220459 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 131046.8
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 0.97064209 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130702.9
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 0.99013672 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 128947.8
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 0.91201172 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 127515.4
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 0.90153809 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0103s; samplesPerSecond = 123894.1
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 0.92006836 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128252.7
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 0.93642578 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130986.5
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 0.97843018 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 131225.5
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 0.85419922 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0101s; samplesPerSecond = 126248.9
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 0.96218262 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130531.0
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 0.93935547 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130448.5
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 0.89327393 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131007.9
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 0.96561279 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130614.9
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 0.87708740 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130820.5
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 0.95953369 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 131155.6
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 0.93719482 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131044.2
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 0.94134521 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 131088.4
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 0.89315186 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130564.3
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 0.90354004 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130821.8
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 0.88753662 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130884.7
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 0.89233398 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131073.7
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 0.90480957 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130936.9
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 0.94522705 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130585.6
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 0.86483154 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0099s; samplesPerSecond = 129393.6
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 0.90294189 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 129951.9
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 0.93619385 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131212.1
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 0.95852051 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130911.5
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 0.91680908 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 131218.8
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 0.92038574 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130926.2
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 0.88085938 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 127115.3
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 0.91578369 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130977.1
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 0.87679443 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0097s; samplesPerSecond = 131294.2
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 0.87966309 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131269.9
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 0.89620361 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130187.1
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 0.98945313 * 1280; EvalClassificationError = 0.34765625 * 1280; time = 0.0098s; samplesPerSecond = 130904.8
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 0.87275391 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0099s; samplesPerSecond = 128790.8
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 0.91564941 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130832.5
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 0.92408447 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130755.0
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 0.88049316 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130291.8
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 0.95244141 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131216.1
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 0.92342529 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 131095.2
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 0.86817627 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0098s; samplesPerSecond = 131104.6
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 0.87026367 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 131202.7
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 0.89296875 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 128706.6
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 0.96884766 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130256.0
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 0.87517090 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130632.2
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 0.96469727 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130918.2
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 0.94155273 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 131218.8
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 0.95476074 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130997.2
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 0.89016113 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130654.9
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 0.93127441 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130878.0
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 0.90166016 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130940.9
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 0.92983398 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130962.4
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 0.95451660 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131064.3
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 0.97722168 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 129486.5
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 0.99187012 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 131237.6
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 0.94018555 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130796.4
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 0.87062988 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130871.3
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 0.91779785 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 131083.1
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 0.93027344 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 128178.2
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 0.94094238 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130367.5
01/16/2018 22:34:51:  Epoch[16 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 0.94980469 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 131105.9
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 0.90588379 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130926.2
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 0.91135254 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0101s; samplesPerSecond = 126873.4
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 0.92348633 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130827.2
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 0.89599609 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0097s; samplesPerSecond = 131302.3
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 0.84982910 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 131138.1
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 0.91369629 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130884.7
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 0.90727539 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130515.0
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 0.88786621 * 1280; EvalClassificationError = 0.26796875 * 1280; time = 0.0098s; samplesPerSecond = 130686.9
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 0.94116211 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130692.3
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 0.87900391 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 128092.2
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 0.94714355 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130946.3
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 0.96262207 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 131022.7
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 0.95874023 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131001.2
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 0.81667480 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130880.7
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 0.92807617 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130508.4
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 0.93095703 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130871.3
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 0.95649414 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130334.3
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 0.87902832 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129063.5
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 0.92370605 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 0.93767090 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130924.9
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 0.89152832 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131046.8
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 0.88583984 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0116s; samplesPerSecond = 110543.0
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 0.93713379 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127599.3
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 0.87998047 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129374.0
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 0.88464355 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130694.9
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 0.90776367 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131067.0
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 0.85803223 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0099s; samplesPerSecond = 129724.0
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 0.92805176 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130700.3
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 0.91652832 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130973.1
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 0.93544922 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130903.4
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 0.98798828 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130954.3
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 0.95847168 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130927.5
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 0.95683594 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130870.0
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 0.88889160 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130585.6
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 0.95654297 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0101s; samplesPerSecond = 126351.1
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 0.87543945 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130705.6
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 0.94714355 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130625.6
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 0.94128418 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131100.5
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 0.96528320 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131170.4
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 0.91123047 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129559.9
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 0.88498535 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130862.0
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 0.95766602 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130804.4
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 0.91645508 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130208.3
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 0.93879395 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130783.1
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 0.85485840 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0098s; samplesPerSecond = 130870.0
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 0.93535156 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 131081.7
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 0.90961914 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131155.6
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 0.94707031 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130355.5
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 0.92907715 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130677.6
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 0.88508301 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 131138.1
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 0.94187012 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130993.2
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 0.87023926 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129503.5
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 0.89431152 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0098s; samplesPerSecond = 130943.6
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 0.91464844 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 131012.0
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 0.89755859 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 131096.5
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 0.89863281 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 131021.4
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 0.91267090 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130637.6
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 0.91271973 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130945.0
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 0.93708496 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130975.8
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 0.95134277 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130974.4
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 0.96572266 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 131018.7
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 0.92810059 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130874.0
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 0.92797852 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 131124.7
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 0.91855469 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130690.9
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 0.91171875 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130621.6
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 0.93522949 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130432.6
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 0.93547363 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130989.2
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 0.93588867 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0097s; samplesPerSecond = 131379.1
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 0.92080078 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129804.3
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 0.93212891 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131144.9
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 0.90695801 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 131249.7
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 0.93837891 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130872.7
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 0.89968262 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 129139.0
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 0.91025391 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130523.0
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 0.91059570 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130678.9
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 0.91240234 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0101s; samplesPerSecond = 126926.2
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 0.90749512 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0101s; samplesPerSecond = 126331.2
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 0.94624023 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129370.0
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 0.90607910 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130916.8
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 0.89792480 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130653.6
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 0.89479980 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130970.4
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 0.89504395 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 131139.5
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 0.95104980 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 128827.1
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 0.94594727 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130967.7
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 0.94453125 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130903.4
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 0.94340820 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130585.6
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 0.98410645 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130637.6
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 0.91889648 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130640.2
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 0.93972168 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129239.4
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 0.96293945 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129067.4
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 0.91398926 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0105s; samplesPerSecond = 121412.2
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 0.91254883 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129384.4
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 0.89533691 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 131038.8
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 0.86726074 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0099s; samplesPerSecond = 129550.7
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 0.91437988 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130610.9
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 0.88186035 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0102s; samplesPerSecond = 125166.2
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 0.91086426 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0178s; samplesPerSecond = 71922.2
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 0.91745605 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128511.5
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 0.98911133 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 128643.2
01/16/2018 22:34:52:  Epoch[16 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 0.89848633 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130731.0
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 0.90175781 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130081.3
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 0.91840820 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0102s; samplesPerSecond = 125693.5
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 0.96237793 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130360.8
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 0.86110840 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 129991.5
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 0.96293945 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129766.1
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 0.91848145 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130294.5
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 0.87607422 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0102s; samplesPerSecond = 125431.2
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 0.91164551 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128581.2
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 0.98212891 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130935.6
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 0.93076172 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129415.8
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 0.95322266 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130668.2
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 0.92661133 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129600.6
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 0.95727539 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0102s; samplesPerSecond = 125646.6
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 0.93754883 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130902.1
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 0.89387207 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 127375.9
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 1.00166016 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 128292.5
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 0.94870605 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130751.0
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 0.89772949 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126885.9
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 0.94111328 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129191.1
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 0.93249512 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130609.6
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 0.98657227 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 127974.4
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 0.93195801 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130714.9
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 0.89382324 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126119.6
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 0.87895508 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 128890.6
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 0.92292480 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130777.7
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 0.92421875 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129161.2
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 0.95412598 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0103s; samplesPerSecond = 124126.0
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 0.92004395 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130585.6
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 0.90378418 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 129984.9
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 0.87741699 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0101s; samplesPerSecond = 127311.2
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 0.89504395 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130779.1
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 0.88879395 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127828.7
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 0.95319824 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130847.2
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 0.91250000 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130473.8
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 0.92900391 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128396.7
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 0.97478027 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130052.2
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 0.90986328 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129206.8
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 0.95336914 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 127532.0
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 0.96743164 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130499.1
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 0.93237305 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0102s; samplesPerSecond = 125746.6
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 0.92226562 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130057.5
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 0.91811523 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129920.2
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 0.91940918 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 127199.9
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 0.94523926 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 127684.6
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 0.90852051 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130388.7
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 0.86276855 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 129976.9
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 0.90012207 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130678.9
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 0.97834473 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0102s; samplesPerSecond = 126074.8
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 0.94077148 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130903.4
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 0.93750000 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130836.5
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 0.92443848 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129700.4
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 0.91589355 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 127202.4
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 0.93071289 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130847.2
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 0.94602051 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130298.5
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 0.92375488 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130237.5
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 0.90161133 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 0.95288086 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0101s; samplesPerSecond = 127202.4
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 0.95910645 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 130464.5
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 0.90207520 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128114.0
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 0.85405273 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0098s; samplesPerSecond = 130508.4
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 0.88640137 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130403.3
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 0.98896484 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129295.5
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 0.92751465 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0103s; samplesPerSecond = 124795.3
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 0.87946777 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130529.7
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 0.89096680 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 128829.7
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 0.90070801 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129661.0
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 0.89428711 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130617.6
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 0.93720703 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127590.4
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 0.93918457 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129646.5
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 0.96215820 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0101s; samplesPerSecond = 126636.1
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 0.97197266 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127771.3
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 0.90102539 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130761.7
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 0.85400391 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0101s; samplesPerSecond = 126740.2
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 0.93144531 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0101s; samplesPerSecond = 127231.5
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 0.92827148 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130669.6
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 0.89265137 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130692.3
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 0.94645996 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129141.6
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 0.91037598 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130246.8
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 0.86474609 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127791.7
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 0.98842773 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 129515.3
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 0.94243164 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130610.9
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 0.94226074 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 127805.7
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 0.86958008 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129797.7
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 0.91142578 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127787.9
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 0.94067383 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129734.6
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 0.86542969 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130878.0
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 0.97678223 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 128780.4
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 0.96315918 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0102s; samplesPerSecond = 125730.6
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 0.86191406 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129308.6
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 0.93447266 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0101s; samplesPerSecond = 126745.2
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 0.94519043 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127477.3
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 0.89113770 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130779.1
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 0.88142090 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0102s; samplesPerSecond = 125880.2
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 0.96352539 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0100s; samplesPerSecond = 127941.1
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 0.90520020 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130598.9
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 0.92641602 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129824.0
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 0.90573730 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130693.6
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 0.87807617 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0102s; samplesPerSecond = 125486.5
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 0.94538574 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130212.3
01/16/2018 22:34:53:  Epoch[16 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 0.91965332 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 131064.3
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 0.88952637 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129784.5
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 0.86782227 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0101s; samplesPerSecond = 126287.5
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 0.90883789 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130888.7
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 0.87836914 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0100s; samplesPerSecond = 128350.4
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 0.93750000 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129776.6
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 0.95644531 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130561.6
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 0.90336914 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0102s; samplesPerSecond = 126019.0
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 0.94301758 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129700.4
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 0.94741211 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130633.6
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 0.94799805 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129716.1
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 0.93276367 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130598.9
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 0.88906250 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128574.7
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 0.91049805 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128006.4
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 0.88740234 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130123.6
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 0.89692383 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0101s; samplesPerSecond = 126572.3
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 0.85507813 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0101s; samplesPerSecond = 127115.3
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 0.92211914 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130440.5
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 0.93657227 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127747.1
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 0.88344727 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127930.9
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 0.97973633 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130930.2
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 0.86557617 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130229.5
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 0.96884766 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130799.1
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 0.88798828 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 126677.5
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 0.89672852 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129015.4
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 0.86181641 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130479.1
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 0.92695313 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129775.3
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 0.87978516 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0101s; samplesPerSecond = 126695.0
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 0.92641602 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130496.4
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 0.90380859 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130163.3
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 0.91782227 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130097.2
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 0.91694336 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130772.4
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 0.87792969 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 127622.2
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 0.91362305 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130380.8
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 0.88759766 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 127534.5
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 0.91059570 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130343.6
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 0.97080078 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130119.6
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 0.91665039 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 127318.8
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 0.90859375 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0101s; samplesPerSecond = 127211.3
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 0.90830078 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130777.7
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 0.91547852 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 126975.3
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 0.90356445 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 127874.7
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 0.95737305 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130681.6
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 0.88427734 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128103.8
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 0.95356445 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129867.5
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 0.89179688 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130476.4
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 0.92641602 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 126782.9
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 0.86357422 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130533.7
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 0.91381836 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0101s; samplesPerSecond = 126641.1
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 0.92348633 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128124.3
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 0.91303711 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 0.90610352 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129918.9
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 0.89355469 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0100s; samplesPerSecond = 127925.8
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 0.95156250 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130780.4
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 0.91821289 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128244.9
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 0.93149414 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130492.4
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 0.91938477 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130775.0
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 0.89033203 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129388.3
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 0.95527344 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130743.0
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 0.92910156 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0101s; samplesPerSecond = 126757.8
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 0.91982422 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130237.5
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 0.94360352 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130565.6
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 0.92749023 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129851.7
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 0.87392578 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 127959.1
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 0.95502930 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130359.5
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 0.88701172 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129139.0
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 0.90947266 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130062.8
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 0.84267578 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130660.2
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 1.00942383 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 127923.2
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 0.89370117 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130756.3
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 0.88481445 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0101s; samplesPerSecond = 127115.3
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 0.95307617 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 128115.3
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 0.85664063 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130874.0
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 0.95615234 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0102s; samplesPerSecond = 126093.5
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 0.93520508 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129753.0
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 0.87758789 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130658.9
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 0.89360352 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128431.5
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 0.88969727 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0102s; samplesPerSecond = 125337.8
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 0.95942383 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130756.3
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 0.94921875 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 128720.8
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 0.91547852 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129817.4
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 0.89062500 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130681.6
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 0.94760742 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0101s; samplesPerSecond = 126882.2
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 0.94619141 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130763.0
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 0.93779297 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 127155.7
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 0.88876953 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130412.6
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 0.89946289 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130496.4
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 0.91230469 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 128924.4
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 0.93862305 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128306.7
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 0.88867188 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129482.6
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 0.90454102 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 128842.6
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 0.89692383 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129483.9
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 0.90644531 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130800.4
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 0.91137695 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 127892.6
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 0.90659180 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130366.1
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 0.88334961 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127479.9
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 0.91464844 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129866.2
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 0.92753906 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130823.2
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 0.93168945 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 126736.4
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 0.85161133 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128341.4
01/16/2018 22:34:54:  Epoch[16 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 0.94467773 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130549.6
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 0.91899414 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127858.1
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 0.95893555 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0102s; samplesPerSecond = 125015.9
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 0.89697266 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130669.6
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 0.93447266 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0111s; samplesPerSecond = 115011.7
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 0.88256836 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 127261.9
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 0.92802734 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130585.6
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 0.94184570 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127950.1
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 0.92055664 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 128885.4
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 0.94091797 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130295.8
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 0.91738281 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129728.0
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 0.88256836 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130285.2
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 0.93012695 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129814.8
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 0.90141602 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 127892.6
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 0.98559570 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0100s; samplesPerSecond = 128207.7
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 0.91293945 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129907.0
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 0.85517578 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129494.4
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 0.94624023 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130050.9
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 0.95493164 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0102s; samplesPerSecond = 125754.0
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 0.94267578 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 129817.4
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 0.92993164 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130764.4
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 0.92285156 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130000.7
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 0.96254883 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130665.6
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 0.93261719 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0102s; samplesPerSecond = 125865.3
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 0.91010742 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0101s; samplesPerSecond = 126732.7
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 0.93974609 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130644.2
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 0.91137695 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0100s; samplesPerSecond = 128005.1
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 0.85283203 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 128058.9
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 0.98769531 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130544.3
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 0.84243164 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0100s; samplesPerSecond = 127948.8
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 0.87622070 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0101s; samplesPerSecond = 127090.0
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 0.91054687 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130394.0
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 0.89023438 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 127577.7
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 0.89033203 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128507.6
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 0.84726563 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130680.3
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 0.89702148 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130289.2
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 0.89848633 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130295.8
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 0.95097656 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 128840.0
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 0.90375977 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 126693.8
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 0.95927734 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130322.3
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 0.99414062 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 130027.1
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 0.97988281 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130004.7
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 0.94467773 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130613.6
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 0.89892578 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0102s; samplesPerSecond = 125703.4
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 0.96210938 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127614.6
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 0.88779297 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130809.8
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 0.91586914 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128224.4
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 0.95102539 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130457.8
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 0.93237305 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0102s; samplesPerSecond = 125464.4
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 0.85258789 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0099s; samplesPerSecond = 129778.0
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 0.89809570 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130500.4
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 0.87368164 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0099s; samplesPerSecond = 128914.0
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 0.86269531 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 128241.1
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 0.88286133 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130180.5
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 0.97124023 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 128947.8
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 0.92104492 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128463.8
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 0.87543945 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 0.85810547 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127845.3
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 0.93710938 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130682.9
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 0.91875000 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130634.9
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 0.93061523 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0101s; samplesPerSecond = 127349.2
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 0.97539062 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130780.4
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 0.92456055 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130199.1
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 0.93544922 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 128818.0
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 0.93110352 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 128670.4
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 0.89995117 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128391.6
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 0.93813477 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130348.9
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 0.90703125 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130907.5
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 0.91118164 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0111s; samplesPerSecond = 115162.8
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 0.93320313 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128080.7
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 0.92763672 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130747.0
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 0.91743164 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130344.9
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 0.94916992 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129816.1
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 0.90224609 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129875.4
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 0.92353516 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128020.5
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 0.97968750 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130559.0
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 0.95161133 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130580.3
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 0.89946289 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127971.8
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 0.90239258 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130660.2
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 0.88442383 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0101s; samplesPerSecond = 126531.0
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 0.91020508 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130359.5
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 0.91586914 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130115.7
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 0.94506836 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0101s; samplesPerSecond = 127291.0
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 0.94975586 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 128868.6
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 0.86914062 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 129462.9
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 0.96806641 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129930.8
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 0.94965820 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130612.2
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 0.88432617 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128567.0
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 0.84389648 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0102s; samplesPerSecond = 125659.0
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 0.99760742 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130629.6
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 0.86884766 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 129966.4
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 0.90454102 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 129974.3
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 0.94291992 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130520.3
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 0.89804688 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0101s; samplesPerSecond = 126288.8
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 0.93447266 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129788.5
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 0.89521484 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130592.3
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 0.94785156 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130577.6
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 0.93037109 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130732.3
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 0.93891602 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0102s; samplesPerSecond = 125619.5
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 0.93134766 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128298.9
01/16/2018 22:34:55:  Epoch[16 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 0.91254883 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130350.2
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 0.89360352 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0100s; samplesPerSecond = 128539.9
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 0.89907227 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127853.0
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 0.92568359 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130551.0
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 0.90478516 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129079.1
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 0.94956055 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127554.8
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 0.91381836 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130741.7
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 0.96572266 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 128034.6
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 0.90805664 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130776.4
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 0.93632812 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130681.6
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 0.95996094 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 128860.8
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 0.85878906 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130644.2
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 0.89692383 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129839.8
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 0.89057617 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 127745.8
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 0.94379883 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130713.6
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 0.91757813 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0101s; samplesPerSecond = 126891.0
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 0.93046875 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130535.0
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 0.93544922 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130767.0
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 0.86523438 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127759.8
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 0.90239258 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130107.7
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 0.91372070 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130507.0
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 0.92006836 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129127.3
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 0.90488281 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130561.6
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 0.94511719 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127407.6
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 0.94355469 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127553.6
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 0.93876953 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130669.6
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 0.91064453 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129735.9
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 0.88027344 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0100s; samplesPerSecond = 127892.6
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 0.92495117 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130572.3
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 0.90043945 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127881.1
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 0.97216797 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130008.6
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 0.91513672 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130362.2
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 0.93061523 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 127901.5
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 0.89868164 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130199.1
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 0.89941406 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127577.7
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 0.96074219 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129826.7
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 0.97558594 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130638.9
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 0.89843750 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128162.8
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 0.96132812 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0102s; samplesPerSecond = 126005.3
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 0.86894531 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0098s; samplesPerSecond = 130566.9
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 0.96538086 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 128872.5
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 0.89746094 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128363.3
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 0.91289062 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 129999.4
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 0.91088867 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 127579.0
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 0.90112305 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 127781.5
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 0.89536133 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130435.2
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 0.87421875 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 129893.9
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 0.88334961 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130459.2
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 0.88857422 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127416.4
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 0.87709961 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0099s; samplesPerSecond = 128688.5
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 0.96904297 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130634.9
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 0.91845703 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129854.3
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 0.88740234 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128525.7
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 0.89853516 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130003.4
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 0.90175781 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128543.7
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 0.91655273 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127809.6
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 0.90429688 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130578.9
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 0.92026367 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127927.1
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 0.87709961 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130363.5
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 0.87836914 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127559.9
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 0.94526367 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129843.8
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 0.88022461 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130464.5
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 0.87358398 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 128824.5
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 0.95703125 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 126975.3
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 0.87104492 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0099s; samplesPerSecond = 129891.2
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 0.86284180 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0099s; samplesPerSecond = 129317.7
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 0.95854492 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129924.2
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 0.92163086 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130586.9
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 0.94160156 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 126219.0
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 0.90449219 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130712.3
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 0.90239258 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130735.0
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 0.93037109 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129734.6
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 0.88740234 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130517.7
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 0.93476563 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129150.7
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 0.84975586 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0099s; samplesPerSecond = 129636.0
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 0.92309570 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130859.3
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 0.89453125 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129196.4
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 0.97275391 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0101s; samplesPerSecond = 126967.8
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 0.95073242 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130851.2
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 0.95927734 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130475.1
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 0.91137695 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129731.9
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 0.88027344 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0099s; samplesPerSecond = 129878.0
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 0.90766602 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0100s; samplesPerSecond = 127378.4
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 0.90102539 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130653.6
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 0.93842773 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129753.0
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 0.87553711 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 128985.4
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 0.92080078 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130728.3
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 0.91401367 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129229.0
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 0.95454102 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 126737.7
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 0.96904297 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130391.4
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 0.92680664 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129093.4
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 0.92773438 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130327.7
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 0.91738281 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130555.0
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 0.93715820 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0102s; samplesPerSecond = 125254.4
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 0.87880859 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130347.6
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 0.93403320 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 128617.4
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 0.92587891 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127641.3
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 0.96386719 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130189.8
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 0.92504883 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128062.8
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 0.92915039 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129733.2
01/16/2018 22:34:56:  Epoch[16 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 0.88559570 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130342.3
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 0.91020508 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 128649.7
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 0.90556641 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128617.4
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 0.95175781 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130644.2
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 0.93051758 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129058.3
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 0.94204102 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130620.2
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 0.96123047 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0102s; samplesPerSecond = 125862.8
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 0.88105469 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 127702.5
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 0.90566406 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130559.0
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 0.91679687 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 128534.7
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 0.87031250 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130169.9
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 0.94028320 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130188.5
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 0.93559570 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129611.1
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 0.95429688 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0101s; samplesPerSecond = 126229.0
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 0.90512695 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130351.5
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 0.88198242 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 130002.0
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 0.89829102 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130168.6
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 0.94536133 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130505.7
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 0.91303711 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 126986.6
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 0.94174805 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130131.6
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 0.91357422 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129092.1
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 0.85048828 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 128914.0
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 0.88144531 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130682.9
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 0.91206055 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128564.4
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 0.86884766 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128233.4
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 0.94033203 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129532.4
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 0.93022461 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129285.1
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 0.91474609 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0102s; samplesPerSecond = 125947.1
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 0.86093750 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130294.5
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 0.86542969 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130585.6
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 0.97285156 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 128850.4
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 1.00205078 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0100s; samplesPerSecond = 127716.5
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 0.96767578 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129575.6
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 0.94658203 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130226.9
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 0.93208008 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 128923.1
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 0.86884766 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127787.9
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 0.95844727 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130805.8
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 0.90634766 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130408.6
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 0.88823242 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130378.1
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 0.89672852 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130823.2
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 0.91826172 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129296.8
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 0.90087891 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130708.3
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 0.90234375 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127651.5
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 0.87651367 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 127698.6
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 0.91801758 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130723.0
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 0.95385742 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 128696.2
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 0.98496094 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0101s; samplesPerSecond = 126906.1
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 0.97036133 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130480.4
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 0.95517578 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 127946.3
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 0.94204102 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129020.6
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 0.92602539 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130780.4
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 0.89921875 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129851.7
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 0.92758789 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 128271.9
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 0.86474609 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130617.6
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 0.90507812 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128345.2
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 0.92968750 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130561.6
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 0.95712891 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 128410.9
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 0.88769531 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0102s; samplesPerSecond = 125631.8
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 0.89379883 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130817.8
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 0.91201172 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130257.4
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 0.92490234 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129512.7
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 0.91987305 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130714.9
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 0.98842773 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129562.5
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 0.84936523 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0101s; samplesPerSecond = 126808.0
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 0.91108398 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130448.5
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 0.91049805 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 127019.4
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 0.91679687 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130491.1
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 0.95278320 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127434.2
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 0.92143555 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 127906.6
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 0.89355469 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130690.9
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 0.91860352 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128233.4
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 0.91669922 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 128298.9
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 0.88291016 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130052.2
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 0.93120117 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127439.3
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 0.93872070 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 129950.6
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 0.88295898 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130473.8
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 0.93906250 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128520.5
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 0.97314453 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0100s; samplesPerSecond = 127506.5
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 0.91435547 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130326.3
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 0.90341797 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 128891.9
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 0.91166992 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130081.3
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 0.91127930 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129862.2
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 0.91352539 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127661.7
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 0.92592773 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130658.9
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 0.85078125 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0101s; samplesPerSecond = 126981.6
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 0.96909180 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 128762.3
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 0.90883789 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130379.4
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 0.98989258 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 128802.4
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 0.93784180 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0101s; samplesPerSecond = 126892.2
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 0.94628906 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129445.9
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 0.95961914 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129666.2
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 0.89672852 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130686.9
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 0.92548828 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127629.9
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 0.96801758 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 127434.2
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 0.93413086 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130686.9
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 0.93466797 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129007.5
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 0.84990234 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 129188.5
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 0.94467773 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130533.7
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 0.92851562 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0101s; samplesPerSecond = 126720.1
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 0.92768555 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129947.9
01/16/2018 22:34:57:  Epoch[16 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 0.89257812 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130354.2
01/16/2018 22:34:58:  Epoch[16 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 0.91450195 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127997.4
01/16/2018 22:34:58:  Epoch[16 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 0.88320312 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 127367.0
01/16/2018 22:34:58:  Epoch[16 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 0.88061523 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130204.4
01/16/2018 22:34:58:  Epoch[16 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 0.91503906 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130649.6
01/16/2018 22:34:58:  Epoch[16 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 0.90537109 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129708.3
01/16/2018 22:34:58:  Epoch[16 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 0.93959961 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129489.1
01/16/2018 22:34:58:  Epoch[16 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 0.97304687 * 1280; EvalClassificationError = 0.34609375 * 1280; time = 0.0100s; samplesPerSecond = 127416.4
01/16/2018 22:34:58:  Epoch[16 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 0.87109375 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0098s; samplesPerSecond = 130315.7
01/16/2018 22:34:58:  Epoch[16 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 0.91367188 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127861.9
01/16/2018 22:34:58:  Epoch[16 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 0.90493164 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128155.1
01/16/2018 22:34:58:  Epoch[16 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 0.89853516 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130902.1
01/16/2018 22:34:58:  Epoch[16 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 0.95585937 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 129983.5
01/16/2018 22:34:58:  Epoch[16 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 0.93452148 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0099s; samplesPerSecond = 128876.4
01/16/2018 22:34:58:  Epoch[16 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 0.96201172 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130557.6
01/16/2018 22:34:58:  Epoch[16 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 0.94667969 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 127619.7
01/16/2018 22:34:58:  Epoch[16 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 0.87109375 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130011.3
01/16/2018 22:34:58:  Epoch[16 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 0.89980469 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 129962.4
01/16/2018 22:34:58:  Epoch[16 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 1.00004883 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0100s; samplesPerSecond = 128102.5
01/16/2018 22:34:58:  Epoch[16 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 0.89047852 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 131036.1
01/16/2018 22:34:58:  Epoch[16 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 0.86538086 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130493.7
01/16/2018 22:34:58:  Epoch[16 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 0.90458984 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129847.7
01/16/2018 22:34:58:  Epoch[16 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 0.86899414 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0098s; samplesPerSecond = 130305.1
01/16/2018 22:34:58:  Epoch[16 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 0.93798828 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128083.3
01/16/2018 22:34:58:  Epoch[16 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 0.95502930 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129191.1
01/16/2018 22:34:58:  Epoch[16 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 0.95532227 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130041.7
01/16/2018 22:34:58:  Epoch[16 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 0.94843750 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130584.3
01/16/2018 22:34:58:  Epoch[16 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 0.94038086 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:34:58:  Epoch[16 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 0.88461914 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129432.8
01/16/2018 22:34:58:  Epoch[16 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 0.90751953 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 128912.7
01/16/2018 22:34:58:  Epoch[16 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 0.92641602 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129261.6
01/16/2018 22:34:58:  Epoch[16 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 0.92548828 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130220.3
01/16/2018 22:34:58:  Epoch[16 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 0.96123047 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0101s; samplesPerSecond = 126529.7
01/16/2018 22:34:58:  Epoch[16 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 0.94428711 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130729.6
01/16/2018 22:34:58:  Epoch[16 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 0.87846680 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 128470.2
01/16/2018 22:34:58: Finished Epoch[16 of 25]: [Training] CrossEntropyWithSoftmax = 0.91814068 * 1124823; EvalClassificationError = 0.29948801 * 1124823; totalSamplesSeen = 17997168; learningRatePerSample = 0.00024414062; epochTime=8.95554s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:34:58: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.23501303 * 122487; perplexity = 3.43842331; EvalClassificationError = 0.38866165 * 122487
01/16/2018 22:34:58: Finished Epoch[16 of 25]: [Validate] CrossEntropyWithSoftmax = 1.23501303 * 122487; EvalClassificationError = 0.38866165 * 122487
01/16/2018 22:34:58: Loading (rolling back to) previous model with best training-criterion value: /tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.15.
ValidateSubNetwork: InvStdOfFeatures InvStdDev operation changed, from [792 x 1] to [792].ValidateSubNetwork: MeanOfFeatures Mean operation changed, from [792 x 1] to [792].ValidateSubNetwork: Prior Mean operation changed, from [183 x 1] to [183].01/16/2018 22:34:59: learnRatePerSample reduced to 0.00012207031
01/16/2018 22:34:59: SGD: revoke back to and update checkpoint file for epoch 15

01/16/2018 22:34:59: Starting Epoch 16: learning rate per sample = 0.000122  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 15: frames [16872345..17997168] (first utterance at frame 16872345), data subset 0 of 1, with 1 datapasses

01/16/2018 22:34:59: Starting minibatch loop.
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 0.95816412 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0104s; samplesPerSecond = 123490.1
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 0.97975683 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130662.9
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 0.94466648 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128035.9
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 0.97719536 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130628.2
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 0.92496338 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129357.0
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 0.87681389 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130368.8
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 0.88750229 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130483.1
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 0.87284012 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127443.1
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 0.93884964 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0101s; samplesPerSecond = 126150.6
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 0.89743195 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130476.4
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 0.96386642 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130234.8
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 0.89958267 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129024.5
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 0.91866531 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130829.8
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 0.88726959 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 128777.8
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 0.92754211 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130325.0
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 0.89952393 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 128085.8
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 0.94340668 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0101s; samplesPerSecond = 126761.5
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 0.94897919 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 131096.5
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 0.98438416 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0099s; samplesPerSecond = 129411.9
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 0.91153717 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 128850.4
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 0.96256256 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130677.6
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 0.97007446 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0102s; samplesPerSecond = 125161.3
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 0.91161346 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 129476.0
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 0.91216125 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129682.0
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 0.92484436 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129118.2
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 0.85292358 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130785.7
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 0.92350922 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0102s; samplesPerSecond = 125890.1
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 0.94229889 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129812.2
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 0.84178772 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 130713.6
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 0.90245361 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128306.7
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 0.90707092 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128594.1
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 0.90270996 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130851.2
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 0.87687073 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127553.6
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 0.89844360 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0102s; samplesPerSecond = 125765.2
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 0.94532471 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130745.7
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 0.88048096 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129701.7
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 0.93113098 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130692.3
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 0.89383545 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130673.6
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 0.91270142 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 127439.3
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 0.88643799 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130819.2
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 0.94179077 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129384.4
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 0.98653870 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 127901.5
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 0.87899475 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 0.96589050 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0100s; samplesPerSecond = 128232.1
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 0.93843384 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129828.0
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 0.93011475 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130824.5
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 0.90012207 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 127538.3
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 0.89234619 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 128726.0
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 0.92614136 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130723.0
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 0.96524963 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130455.2
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 0.87073975 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130477.8
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 0.94530640 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0101s; samplesPerSecond = 126723.9
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 0.99513550 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127994.9
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 0.90168457 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130232.2
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 0.90148926 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130013.9
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 0.84530334 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0099s; samplesPerSecond = 129286.4
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 0.89516602 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130604.2
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 0.92396851 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0101s; samplesPerSecond = 126148.1
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 0.91267700 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129845.1
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 0.87590332 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 128666.5
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 0.94531250 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128380.0
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 0.93179932 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0102s; samplesPerSecond = 125917.3
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 0.87996216 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130769.7
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 0.89437256 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128582.5
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 0.88578491 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130585.6
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 0.86783447 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0100s; samplesPerSecond = 127941.1
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 0.93293457 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 127846.6
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 0.97048950 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130688.3
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 0.89359741 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128227.0
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 0.91937866 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129192.4
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 0.90880737 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130918.2
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 0.93540039 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0100s; samplesPerSecond = 128148.7
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 0.92247925 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128485.7
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 0.95153809 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130497.7
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 0.91317139 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130616.2
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 0.87944946 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 128881.5
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 0.92086792 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0103s; samplesPerSecond = 124488.2
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 0.90450439 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129911.0
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 0.90267944 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 128899.7
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 0.90659790 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130668.2
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 0.89184570 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 128740.3
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 0.90725098 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129285.1
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 0.91989746 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 127730.5
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 0.90534668 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128111.5
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 0.89441528 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128555.4
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 0.86593018 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130303.8
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 0.88826904 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 0.82127686 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0098s; samplesPerSecond = 130437.9
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 0.88398438 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 128766.2
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 0.89182739 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130728.3
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 0.91000366 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129822.7
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 0.91611328 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127822.3
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 0.90209351 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130499.1
01/16/2018 22:34:59:  Epoch[16 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 0.90203247 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 127434.2
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 0.85106812 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0099s; samplesPerSecond = 128886.7
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 0.90485229 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130495.1
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 0.88604736 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 128107.6
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 0.96939087 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129342.6
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 0.89993896 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130368.8
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 0.90296631 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130264.0
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 0.90422974 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130678.9
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 0.92177124 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 127110.2
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 0.90675659 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 127493.8
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 0.91288452 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130273.3
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 0.96185303 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 128858.2
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 0.97488403 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129223.7
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 0.89807739 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130114.4
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 0.89374390 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0101s; samplesPerSecond = 126567.3
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 0.90139160 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129942.6
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 0.89489136 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130402.0
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 0.95163574 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 128793.4
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 0.98814087 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130650.9
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 0.97086182 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0102s; samplesPerSecond = 125965.7
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 0.95068359 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129541.5
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 0.92547607 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130621.6
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 0.94954834 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127833.8
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 0.88195801 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0100s; samplesPerSecond = 128021.8
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 0.91601562 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130359.5
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 0.95407715 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 128474.1
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 0.94632568 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0101s; samplesPerSecond = 126700.1
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 0.86695557 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131044.2
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 0.92600098 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127766.2
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 0.91256104 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129617.6
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 0.85599365 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130064.1
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 0.95024414 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129527.1
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 0.94271240 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130331.6
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 0.90917969 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 127412.6
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 0.86809082 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0100s; samplesPerSecond = 128476.6
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 0.86574707 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130564.3
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 0.89628906 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 127754.7
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 0.89667969 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129801.6
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 0.93664551 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130406.0
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 0.92080078 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0102s; samplesPerSecond = 125215.2
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 0.93256836 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129667.5
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 0.87635498 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130388.7
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 0.89368896 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128070.4
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 0.92156982 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130417.9
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 0.92542725 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130676.2
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 0.91453857 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129731.9
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 0.87423096 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130323.7
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 0.88106689 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129663.6
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 0.87604980 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130303.8
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 0.84639893 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130493.7
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 0.94859619 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129795.1
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 0.93963623 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130215.0
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 0.95639648 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130620.2
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 0.95174561 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0102s; samplesPerSecond = 125578.8
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 0.95366211 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130645.6
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 0.94957275 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130612.2
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 0.90300293 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129303.4
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 0.87994385 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130169.9
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 0.86040039 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127485.0
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 0.88348389 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128483.1
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 0.93966064 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130792.4
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 0.94058838 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 128230.8
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 0.98161621 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 127936.0
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 0.92707520 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 0.94822998 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0101s; samplesPerSecond = 126970.3
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 0.91514893 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0101s; samplesPerSecond = 126916.1
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 0.86011963 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 129998.1
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 0.94356689 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129666.2
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 0.84887695 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130820.5
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 0.92095947 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 127800.6
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 0.93706055 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 128789.5
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 0.86719971 * 1280; EvalClassificationError = 0.26796875 * 1280; time = 0.0098s; samplesPerSecond = 130634.9
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 0.91250000 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129871.4
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 0.91241455 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0101s; samplesPerSecond = 126268.9
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 0.94677734 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130748.3
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 0.90302734 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130601.6
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 0.92678223 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130529.7
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 0.89812012 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130676.2
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 0.93435059 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0131s; samplesPerSecond = 97908.0
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 0.92353516 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 126933.8
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 0.92420654 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130661.6
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 0.89981689 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129809.5
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 0.90675049 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127645.1
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 0.87937012 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130666.9
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 0.90773926 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130041.7
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 0.88178711 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129394.9
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 0.87106934 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130653.6
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 0.92562256 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129362.2
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 0.93321533 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130432.6
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 0.91901855 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 127389.8
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 0.96788330 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0100s; samplesPerSecond = 128364.6
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 0.98930664 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 129763.5
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 0.90836182 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0101s; samplesPerSecond = 127151.9
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 0.89985352 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0100s; samplesPerSecond = 127628.6
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 0.91739502 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130574.9
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 0.93425293 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 128143.5
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 0.97553711 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 127674.4
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 0.85142822 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130706.9
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 0.95994873 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0151s; samplesPerSecond = 85039.7
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 0.93774414 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129532.4
01/16/2018 22:35:00:  Epoch[16 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 0.89085693 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130922.2
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 0.96253662 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130804.4
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 0.87436523 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 126860.8
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 0.95699463 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130914.1
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 0.93530273 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128205.1
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 0.93852539 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130171.3
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 0.89290771 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130557.6
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 0.90102539 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129897.8
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 0.88579102 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129093.4
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 0.88889160 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131001.2
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 0.90040283 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130811.1
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 0.94289551 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131190.6
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 0.86062012 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 131040.1
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 0.90065918 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130083.9
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 0.93356934 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130914.1
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 0.95507812 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130574.9
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 0.91503906 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130334.3
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 0.91951904 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130836.5
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 0.87884521 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 128945.2
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 0.91306152 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130949.0
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 0.87427979 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 131244.4
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 0.87543945 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 131016.0
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 0.89329834 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 131161.0
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 0.98546143 * 1280; EvalClassificationError = 0.34531250 * 1280; time = 0.0098s; samplesPerSecond = 130625.6
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 0.87052002 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0098s; samplesPerSecond = 130741.7
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 0.91337891 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131072.3
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 0.92083740 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 131124.7
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 0.87796631 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0102s; samplesPerSecond = 125117.3
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 0.94771729 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130906.1
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 0.91928711 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130074.7
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 0.86585693 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0098s; samplesPerSecond = 130618.9
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 0.86768799 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0100s; samplesPerSecond = 127842.8
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 0.89025879 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130448.5
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 0.96567383 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 131105.9
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 0.87260742 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130500.4
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 0.96262207 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130951.7
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 0.93876953 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130903.4
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 0.95268555 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129569.1
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 0.88713379 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0102s; samplesPerSecond = 125506.2
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 0.92744141 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131016.0
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 0.89956055 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130727.0
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 0.92724609 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130967.7
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 0.95192871 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130725.6
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 0.97409668 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0101s; samplesPerSecond = 126967.8
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 0.98813477 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130621.6
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 0.93630371 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 131034.8
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 0.86809082 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 128667.8
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 0.91625977 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130920.8
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 0.92929688 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129387.0
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 0.93876953 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131253.8
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 0.94699707 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130664.2
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 0.90356445 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130950.3
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 0.90786133 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130256.0
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 0.92033691 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131075.0
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 0.89335937 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130989.2
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 0.84812012 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0097s; samplesPerSecond = 131300.9
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 0.91245117 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 131003.9
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 0.90483398 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0101s; samplesPerSecond = 126884.7
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 0.88635254 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0098s; samplesPerSecond = 130973.1
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 0.93881836 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 131158.3
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 0.87661133 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130906.1
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 0.94418945 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130863.3
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 0.95871582 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0097s; samplesPerSecond = 131282.1
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 0.95559082 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131042.8
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 0.81464844 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 131155.6
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 0.92592773 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130586.9
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 0.92875977 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130979.8
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 0.95278320 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129406.7
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 0.87629395 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 128924.4
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 0.92133789 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130626.9
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 0.93417969 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130965.0
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 0.88894043 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 0.88312988 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130975.8
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 0.93374023 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131127.4
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 0.87805176 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130932.9
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 0.88261719 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 128291.2
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 0.90559082 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130713.6
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 0.85563965 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 0.92558594 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130610.9
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 0.91462402 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 131073.7
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 0.93183594 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131267.2
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 0.98554688 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130978.4
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 0.95488281 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130780.4
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 0.95456543 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130048.3
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 0.88564453 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131138.1
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 0.95412598 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130541.6
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 0.87414551 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130665.6
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 0.94406738 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130431.2
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 0.93959961 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130840.5
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 0.96157227 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130860.6
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 0.90773926 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129949.2
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 0.88247070 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0102s; samplesPerSecond = 126040.1
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 0.95488281 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129079.1
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 0.91345215 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131193.2
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 0.93618164 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 128076.8
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 0.85175781 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0099s; samplesPerSecond = 129858.3
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 0.93173828 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131147.5
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 0.90644531 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127504.0
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 0.94360352 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130114.4
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 0.92834473 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130915.5
01/16/2018 22:35:01:  Epoch[16 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 0.88352051 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0097s; samplesPerSecond = 131300.9
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 0.93935547 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 131099.2
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 0.86718750 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131185.2
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 0.89150391 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0101s; samplesPerSecond = 127092.6
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 0.91145020 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130985.2
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 0.89489746 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129866.2
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 0.89755859 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 128559.2
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 0.91083984 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130058.8
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 0.91064453 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0101s; samplesPerSecond = 126211.6
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 0.93386230 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130642.9
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 0.94914551 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 131179.8
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 0.96232910 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 131075.0
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 0.92473145 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130712.3
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 0.92617187 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 131218.8
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 0.91523438 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130653.6
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 0.90939941 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 131103.2
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 0.93576660 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130293.2
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 0.93112793 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130410.0
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 0.93410645 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130882.0
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 0.91855469 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131263.2
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 0.92978516 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130681.6
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 0.90451660 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130823.2
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 0.93503418 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0097s; samplesPerSecond = 131326.5
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 0.89592285 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 131244.4
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 0.90798340 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129900.4
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 0.90737305 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0097s; samplesPerSecond = 131286.1
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 0.91040039 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 131226.9
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 0.90397949 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130476.4
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 0.94262695 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129506.2
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 0.90300293 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131060.3
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 0.89550781 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 131062.9
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 0.89255371 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130652.2
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 0.89250488 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130943.6
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 0.94880371 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130967.7
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 0.94277344 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130801.8
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 0.93896484 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129938.7
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 0.93962402 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130943.6
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 0.98076172 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0097s; samplesPerSecond = 131375.0
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 0.91640625 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130857.9
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 0.93593750 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0101s; samplesPerSecond = 127006.8
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 0.96074219 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130923.5
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 0.91333008 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129252.5
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 0.90898437 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131204.0
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 0.89204102 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129595.3
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 0.86384277 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0098s; samplesPerSecond = 130863.3
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 0.91132813 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130882.0
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 0.87885742 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130935.6
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 0.90981445 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130875.3
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 0.91379395 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130835.2
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 0.98723145 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130472.5
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 0.89729004 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130978.4
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 0.89924316 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 131020.0
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 0.91604004 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130516.4
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 0.96059570 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130935.6
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 0.85664063 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0099s; samplesPerSecond = 129045.3
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 0.96069336 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 131062.9
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 0.91435547 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 131280.7
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 0.87326660 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131123.4
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 0.90898437 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131118.0
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 0.97924805 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130753.7
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 0.92844238 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130955.7
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 0.94960937 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0097s; samplesPerSecond = 131302.3
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 0.92290039 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130658.9
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 0.95383301 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130759.0
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 0.93466797 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130820.5
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 0.89006348 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 128661.3
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 0.99838867 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130747.0
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 0.94743652 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130803.1
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 0.89445801 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130020.5
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 0.93732910 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131126.0
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 0.92927246 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129044.0
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 0.98371582 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130891.4
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 0.92934570 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131202.7
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 0.89145508 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130429.9
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 0.87705078 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130995.9
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 0.92038574 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130966.4
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 0.92097168 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131236.3
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 0.94958496 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130664.2
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 0.91782227 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131079.0
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 0.90151367 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 127872.1
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 0.87336426 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131062.9
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 0.89240723 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131013.3
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 0.88601074 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130896.7
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 0.95119629 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130951.7
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 0.90712891 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130852.6
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 0.92490234 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 131044.2
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 0.97106934 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 131081.7
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 0.90703125 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 131012.0
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 0.94943848 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130696.3
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 0.96494141 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130545.6
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 0.92917480 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129929.5
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 0.91979980 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129846.4
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 0.91520996 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130027.1
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 0.91589355 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 126967.8
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 0.94167480 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130721.6
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 0.90507812 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129464.2
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 0.86123047 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130670.9
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 0.89760742 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130654.9
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 0.97504883 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130529.7
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 0.93779297 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130645.6
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 0.93569336 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128452.2
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 0.92348633 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131012.0
01/16/2018 22:35:02:  Epoch[16 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 0.91320801 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 131037.4
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 0.92788086 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130681.6
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 0.94431152 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130971.7
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 0.92072754 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130907.5
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 0.89992676 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130224.2
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 0.94995117 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0097s; samplesPerSecond = 131348.1
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 0.95544434 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 130563.0
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 0.89868164 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127575.2
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 0.85178223 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0098s; samplesPerSecond = 131209.4
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 0.88369141 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130448.5
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 0.98693848 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130423.3
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 0.92446289 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 131006.6
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 0.87602539 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130461.8
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 0.88852539 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 128418.6
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 0.89694824 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0097s; samplesPerSecond = 131314.4
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 0.89199219 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130552.3
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 0.93525391 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130582.9
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 0.93576660 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130911.5
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 0.96088867 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130967.7
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 0.96691895 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 131045.5
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 0.89802246 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130981.1
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 0.85073242 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 131003.9
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 0.92854004 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131132.8
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 0.92543945 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130081.3
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 0.89003906 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 131048.2
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 0.94367676 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 131079.0
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 0.90874023 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130652.2
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 0.86166992 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130033.7
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 0.98747559 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130689.6
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 0.93862305 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130936.9
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 0.93962402 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 131212.1
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 0.86611328 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131260.5
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 0.90866699 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130226.9
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 0.93879395 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129841.1
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 0.86235352 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130936.9
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 0.97314453 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130473.8
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 0.95930176 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129692.5
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 0.85820312 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130670.9
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 0.93149414 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130578.9
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 0.94221191 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127479.9
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 0.88945312 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0161s; samplesPerSecond = 79635.2
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 0.87812500 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128413.5
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 0.95869141 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 130439.2
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 0.90073242 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 126718.9
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 0.92346191 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129053.1
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 0.90234375 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130285.2
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 0.87526855 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127882.3
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 0.94248047 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127937.3
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 0.91835937 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130503.0
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 0.88723145 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129355.6
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 0.86572266 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130552.3
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 0.90561523 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 127854.2
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 0.87519531 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0098s; samplesPerSecond = 130410.0
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 0.93320313 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130851.2
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 0.95268555 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129329.5
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 0.90009766 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 128949.1
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 0.94052734 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130702.9
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 0.94389648 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0102s; samplesPerSecond = 126042.6
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 0.94438477 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129634.7
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 0.93017578 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130879.3
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 0.88530273 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130246.8
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 0.90776367 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130309.1
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 0.88520508 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130780.4
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 0.89287109 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130140.8
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 0.85283203 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130866.0
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 0.91826172 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 127692.3
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 0.93520508 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130080.0
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 0.88041992 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130061.5
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 0.97568359 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 127789.1
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 0.86279297 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 128999.7
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 0.96542969 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130555.0
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 0.88569336 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129674.1
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 0.89248047 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0101s; samplesPerSecond = 127063.5
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 0.86044922 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130461.8
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 0.92343750 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0101s; samplesPerSecond = 126914.9
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 0.87612305 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130391.4
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 0.92333984 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129721.4
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 0.90102539 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127694.8
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 0.91459961 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 0.91372070 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130327.7
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 0.87441406 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129853.0
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 0.90976563 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130815.1
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 0.88627930 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0101s; samplesPerSecond = 126386.1
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 0.90810547 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129114.3
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 0.96708984 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130390.0
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 0.91284180 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130105.1
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 0.90610352 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130531.0
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 0.90537109 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 128876.4
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 0.91191406 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 126563.5
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 0.90131836 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129862.2
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 0.95527344 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0102s; samplesPerSecond = 125877.7
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 0.88066406 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127710.1
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 0.95083008 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 131126.0
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 0.88886719 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0102s; samplesPerSecond = 125015.9
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 0.92392578 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 127175.9
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 0.86079102 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130539.0
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 0.90996094 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129128.6
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 0.91904297 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127596.8
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 0.91030273 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130791.1
01/16/2018 22:35:03:  Epoch[16 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 0.90478516 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130569.6
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 0.89057617 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130503.0
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 0.94750977 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129753.0
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 0.91469727 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128044.8
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 0.92929688 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130784.4
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 0.91567383 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129368.7
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 0.88754883 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130193.8
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 0.95361328 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130415.3
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 0.92583008 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0101s; samplesPerSecond = 126322.4
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 0.91806641 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 128669.1
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 0.94033203 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130772.4
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 0.92509766 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129370.0
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 0.86992187 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130549.6
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 0.95004883 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129023.2
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 0.88383789 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0102s; samplesPerSecond = 126056.2
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 0.90688477 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130366.1
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 0.83969727 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0099s; samplesPerSecond = 129044.0
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 1.00717773 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 128964.7
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 0.88920898 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130440.5
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 0.88159180 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128320.8
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 0.94970703 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129336.0
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 0.85405273 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130155.4
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 0.95268555 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 127571.4
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 0.93193359 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128515.3
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 0.87475586 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130467.1
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 0.88979492 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 128888.0
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 0.88813477 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130493.7
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 0.95610352 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129779.3
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 0.94653320 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 127358.1
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 0.91254883 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130860.6
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 0.88813477 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128514.1
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 0.94379883 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 127794.3
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 0.94301758 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130702.9
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 0.93574219 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127483.7
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 0.88564453 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 128758.4
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 0.89560547 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130408.6
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 0.90917969 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129159.9
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 0.93540039 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130205.7
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 0.88574219 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127988.5
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 0.90190430 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0102s; samplesPerSecond = 125625.7
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 0.89462891 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130720.3
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 0.90336914 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129493.1
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 0.90864258 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 128763.6
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 0.90336914 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130938.3
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 0.87919922 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128153.8
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 0.91113281 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129901.8
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 0.92343750 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130399.3
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 0.92910156 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128616.1
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 0.84702148 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130563.0
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 0.94130859 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0102s; samplesPerSecond = 125862.8
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 0.91669922 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129667.5
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 0.95625000 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130884.7
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 0.89404297 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0100s; samplesPerSecond = 127965.4
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 0.93222656 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128128.1
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 0.87734375 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130457.8
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 0.92451172 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128174.3
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 0.94047852 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128462.5
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 0.91826172 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130804.4
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 0.93676758 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 127882.3
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 0.91372070 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 131003.9
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 0.87919922 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130848.6
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 0.92651367 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130801.8
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 0.89838867 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130634.9
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 0.98295898 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0100s; samplesPerSecond = 128622.5
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 0.91206055 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 128868.6
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 0.85307617 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130598.9
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 0.94272461 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 127823.6
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 0.95156250 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127775.1
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 0.93916016 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130123.6
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 0.92685547 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128215.4
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 0.91967773 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128594.1
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 0.96015625 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130768.4
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 0.92871094 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 128403.2
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 0.90756836 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130559.0
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 0.93691406 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 127650.2
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 0.90595703 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0099s; samplesPerSecond = 128794.7
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 0.84897461 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130756.3
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 0.98515625 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 129959.8
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 0.83964844 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0099s; samplesPerSecond = 129338.7
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 0.87329102 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130729.6
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 0.90888672 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 128982.8
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 0.88515625 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 128875.1
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 0.88735352 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130698.9
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 0.84418945 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 127689.7
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 0.89462891 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130557.6
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 0.89550781 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127465.9
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 0.94868164 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129792.4
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 0.90048828 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130645.6
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 0.95722656 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130033.7
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 0.99047852 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0100s; samplesPerSecond = 128214.1
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 0.97714844 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130809.8
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 0.93891602 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 128395.5
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 0.89521484 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130828.5
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 0.95859375 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130660.2
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 0.88525391 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0101s; samplesPerSecond = 127358.1
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 0.91333008 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130868.6
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 0.94775391 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129490.4
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 0.92783203 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130192.4
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 0.84892578 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 130680.3
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 0.89492187 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 127902.8
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 0.87016602 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0099s; samplesPerSecond = 129493.1
01/16/2018 22:35:04:  Epoch[16 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 0.85776367 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130801.8
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 0.88027344 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129465.6
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 0.96782227 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128466.3
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 0.91933594 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130556.3
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 0.87246094 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0100s; samplesPerSecond = 128561.8
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 0.85537109 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130224.2
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 0.93457031 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127716.5
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 0.91528320 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0102s; samplesPerSecond = 126045.0
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 0.92861328 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130685.6
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 0.97192383 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129014.1
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 0.91967773 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130229.5
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 0.93115234 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130654.9
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 0.92724609 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129750.3
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 0.89643555 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 127487.5
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 0.93554688 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130637.6
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 0.90483398 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130577.6
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 0.90883789 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 127979.5
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 0.92963867 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130485.8
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 0.92446289 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127768.7
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 0.91313477 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130710.9
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 0.94619141 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129638.6
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 0.89931641 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130593.6
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 0.92011719 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130986.5
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 0.97607422 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 128206.4
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 0.94628906 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129430.2
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 0.89877930 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129860.9
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 0.89912109 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130218.9
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 0.88159180 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127424.0
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 0.90776367 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129670.2
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 0.91445312 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127570.1
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 0.94101563 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130127.6
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 0.94711914 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129678.0
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 0.86464844 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0100s; samplesPerSecond = 128141.0
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 0.96499023 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130580.3
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 0.94580078 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130101.1
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 0.88134766 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130719.0
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 0.84023437 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130475.1
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 0.99272461 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129561.2
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 0.86547852 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127443.1
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 0.90048828 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130656.2
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 0.94067383 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129944.0
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 0.89467773 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130983.8
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 0.93139648 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128141.0
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 0.89248047 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0102s; samplesPerSecond = 126062.4
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 0.94370117 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 131071.0
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 0.92773438 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130439.2
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 0.93583984 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130771.0
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 0.92778320 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130620.2
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 0.91074219 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0102s; samplesPerSecond = 125097.7
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 0.89179688 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0099s; samplesPerSecond = 128648.4
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 0.89550781 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130240.1
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 0.92304688 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130090.6
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 0.90102539 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130664.2
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 0.94609375 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0103s; samplesPerSecond = 124169.4
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 0.91005859 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 129980.9
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 0.96240234 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130608.2
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 0.90688477 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0101s; samplesPerSecond = 126994.2
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 0.93422852 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 129351.7
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 0.95830078 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129647.8
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 0.85507813 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129442.0
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 0.89150391 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 128745.4
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 0.88789063 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130644.2
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 0.94023437 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 129950.6
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 0.91347656 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0102s; samplesPerSecond = 125773.8
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 0.92622070 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130767.0
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 0.93208008 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0101s; samplesPerSecond = 126776.6
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 0.86362305 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130832.5
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 0.90097656 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129944.0
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 0.90996094 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0102s; samplesPerSecond = 125726.9
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 0.91499023 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130633.6
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 0.90048828 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130007.3
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 0.94023437 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130201.7
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 0.93984375 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130804.4
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 0.93598633 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0102s; samplesPerSecond = 126091.0
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 0.90927734 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 128075.6
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 0.87709961 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130398.0
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 0.92089844 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129622.9
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 0.89702148 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130912.8
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 0.96904297 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0104s; samplesPerSecond = 122745.3
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 0.91152344 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130709.6
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 0.92827148 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130597.6
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 0.89501953 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128182.0
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 0.89565430 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 126728.9
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 0.95756836 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130636.2
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 0.97211914 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130256.0
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 0.89467773 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130132.9
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 0.95800781 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130792.4
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 0.86601562 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0101s; samplesPerSecond = 126980.3
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 0.96206055 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129601.9
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 0.89428711 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130781.7
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 0.91074219 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0117s; samplesPerSecond = 109061.5
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 0.90659180 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 128906.2
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 0.89814453 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130600.3
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 0.89257812 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128488.3
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 0.87075195 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130824.5
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 0.87924805 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129296.8
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 0.88422852 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129040.1
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 0.87353516 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130301.1
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 0.96606445 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0100s; samplesPerSecond = 128087.1
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 0.91318359 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129106.4
01/16/2018 22:35:05:  Epoch[16 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 0.88393555 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130713.6
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 0.89570313 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127559.9
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 0.89902344 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0101s; samplesPerSecond = 127248.0
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 0.91308594 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130501.7
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 0.90117187 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128062.8
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 0.91728516 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130398.0
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 0.87309570 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127697.4
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 0.87529297 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130208.3
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 0.94174805 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130700.3
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 0.87680664 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 128319.5
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 0.87026367 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 128067.9
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 0.95361328 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131060.3
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 0.86938477 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 130286.5
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 0.85869141 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0100s; samplesPerSecond = 128456.0
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 0.95537109 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130792.4
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 0.91889648 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 127637.5
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 0.93637695 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128138.4
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 0.90097656 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130283.9
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 0.89980469 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0101s; samplesPerSecond = 127310.0
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 0.92641602 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130650.9
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 0.88359375 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129781.9
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 0.93105469 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129872.8
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 0.84692383 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 0.91855469 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127500.2
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 0.89052734 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128147.4
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 0.96923828 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130767.0
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 0.94697266 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129833.2
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 0.95556641 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0094s; samplesPerSecond = 135606.1
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 0.90751953 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130601.6
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 0.87617188 * 1280; EvalClassificationError = 0.26640625 * 1280; time = 0.0100s; samplesPerSecond = 128229.5
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 0.90351563 * 1280; EvalClassificationError = 0.26796875 * 1280; time = 0.0099s; samplesPerSecond = 129587.4
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 0.89809570 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130135.5
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 0.93510742 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0101s; samplesPerSecond = 126224.0
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 0.87299805 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 0.91640625 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 129792.4
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 0.91005859 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130213.6
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 0.94907227 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130395.4
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 0.96586914 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129662.3
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 0.92338867 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129080.4
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 0.92504883 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130411.3
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 0.91367188 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 128766.2
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 0.93339844 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130582.9
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 0.87597656 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129166.4
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 0.93085938 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127455.8
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 0.92143555 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130531.0
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 0.96005859 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130329.0
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 0.92246094 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130561.6
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 0.92587891 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130835.2
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 0.88227539 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0102s; samplesPerSecond = 125820.8
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 0.90654297 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128601.9
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 0.90361328 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130767.0
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 0.94956055 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130110.4
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 0.92685547 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130501.7
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 0.93935547 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0102s; samplesPerSecond = 125544.4
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 0.95717773 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129916.3
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 0.87734375 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130335.6
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 0.90073242 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129685.9
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 0.91572266 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127397.4
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 0.86821289 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 131061.6
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 0.93798828 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130329.0
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 0.93344727 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129014.1
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 0.95195312 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130625.6
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 0.90214844 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130347.6
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 0.87880859 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130880.7
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 0.89541016 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 126251.4
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 0.94067383 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129803.0
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 0.90961914 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 0.93818359 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129308.6
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 0.90859375 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0102s; samplesPerSecond = 125822.0
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 0.84624023 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 0.87885742 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129774.0
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 0.90888672 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129767.4
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 0.86391602 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130555.0
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 0.93774414 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 128075.6
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 0.92734375 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130704.3
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 0.91162109 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130723.0
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 0.85893555 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129126.0
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 0.86186523 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130658.9
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 0.96875000 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0101s; samplesPerSecond = 126432.2
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 0.99770508 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 129951.9
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 0.96474609 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130791.1
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 0.94086914 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129014.1
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 0.92807617 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0101s; samplesPerSecond = 127008.1
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 0.86577148 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130926.2
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 0.95585937 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130152.7
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 0.90410156 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130640.2
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 0.88422852 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130783.1
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 0.89248047 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 128827.1
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 0.91557617 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130066.8
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 0.89755859 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0100s; samplesPerSecond = 127795.5
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 0.89838867 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129393.6
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 0.87407227 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130491.1
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 0.91420898 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0110s; samplesPerSecond = 116312.9
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 0.95166016 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127416.4
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 0.98305664 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130493.7
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 0.96416016 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129485.2
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 0.95166016 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 128991.9
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 0.93984375 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130648.2
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 0.92368164 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128030.7
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 0.89580078 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130706.9
01/16/2018 22:35:06:  Epoch[16 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 0.92397461 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130261.3
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 0.86152344 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128583.8
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 0.90190430 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130138.2
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 0.92675781 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127922.0
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 0.95419922 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130183.2
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 0.88466797 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130848.6
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 0.89096680 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131033.4
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 0.90678711 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 126888.5
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 0.92163086 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130825.8
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 0.91621094 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 128920.5
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 0.98369141 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130428.6
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 0.84707031 * 1280; EvalClassificationError = 0.26562500 * 1280; time = 0.0099s; samplesPerSecond = 129937.4
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 0.90625000 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128582.5
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 0.90805664 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 0.91235352 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 129998.1
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 0.95131836 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129934.7
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 0.91845703 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130555.0
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 0.89145508 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0099s; samplesPerSecond = 128966.0
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 0.91552734 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0101s; samplesPerSecond = 126727.7
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 0.91093750 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130544.3
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 0.87988281 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129670.2
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 0.92871094 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130390.0
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 0.93642578 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130731.0
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 0.87973633 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0102s; samplesPerSecond = 125682.4
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 0.93471680 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130868.6
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 0.96787109 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0099s; samplesPerSecond = 129132.5
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 0.91166992 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128525.7
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 0.90058594 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130600.3
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 0.90791016 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0102s; samplesPerSecond = 125570.2
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 0.90854492 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129577.0
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 0.90942383 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130164.6
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 0.92250977 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128496.0
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 0.84799805 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0099s; samplesPerSecond = 128678.1
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 0.96401367 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130371.5
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 0.90576172 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 128385.2
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 0.98691406 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130626.9
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 0.93374023 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 127991.0
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 0.94130859 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130074.7
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 0.95634766 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130999.9
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 0.89370117 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129209.4
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 0.92197266 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 127735.6
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 0.96464844 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130965.0
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 0.93212891 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129438.1
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 0.93212891 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 127813.4
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 0.84746094 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130863.3
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 0.94174805 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0101s; samplesPerSecond = 126909.8
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 0.92475586 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130164.6
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 0.92329102 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130819.2
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 0.88974609 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0101s; samplesPerSecond = 126985.4
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 0.91123047 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 129969.0
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 0.88203125 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 128733.8
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 0.87739258 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129504.8
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 0.91308594 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130815.1
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 0.90117187 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0102s; samplesPerSecond = 125714.5
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 0.93627930 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130388.7
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 0.97001953 * 1280; EvalClassificationError = 0.34296875 * 1280; time = 0.0098s; samplesPerSecond = 130637.6
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 0.86787109 * 1280; EvalClassificationError = 0.26328125 * 1280; time = 0.0098s; samplesPerSecond = 129979.6
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 0.90996094 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129038.8
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 0.90068359 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130764.4
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 0.89443359 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127947.5
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 0.95122070 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130781.7
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 0.93012695 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 0.95751953 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 129954.5
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 0.94272461 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130704.3
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 0.86708984 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 126407.3
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 0.89799805 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 129971.7
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 0.99609375 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130456.5
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 0.88745117 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130074.7
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 0.86269531 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130884.7
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 0.90185547 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129421.0
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 0.86645508 * 1280; EvalClassificationError = 0.26640625 * 1280; time = 0.0100s; samplesPerSecond = 128228.2
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 0.93457031 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130277.2
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 0.95126953 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129831.9
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 0.95297852 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127920.7
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 0.94443359 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130716.3
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 0.93461914 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129148.1
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 0.87983398 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130204.4
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 0.90512695 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130705.6
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 0.92309570 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0101s; samplesPerSecond = 126339.9
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 0.92055664 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 128741.6
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 0.95742187 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130617.6
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 0.94082031 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130078.7
01/16/2018 22:35:07:  Epoch[16 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 0.87451172 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130574.9
01/16/2018 22:35:07: Finished Epoch[16 of 25]: [Training] CrossEntropyWithSoftmax = 0.91536691 * 1124823; EvalClassificationError = 0.29853230 * 1124823; totalSamplesSeen = 17997168; learningRatePerSample = 0.00012207031; epochTime=8.76883s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:35:08: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.23369960 * 122487; perplexity = 3.43391015; EvalClassificationError = 0.38854736 * 122487
01/16/2018 22:35:08: Finished Epoch[16 of 25]: [Validate] CrossEntropyWithSoftmax = 1.23369960 * 122487; EvalClassificationError = 0.38854736 * 122487
01/16/2018 22:35:08: SGD: Saving checkpoint model '/tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.16'

01/16/2018 22:35:08: Starting Epoch 17: learning rate per sample = 0.000122  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 16: frames [17997168..19121991] (first utterance at frame 17997168), data subset 0 of 1, with 1 datapasses

01/16/2018 22:35:08: Starting minibatch loop.
01/16/2018 22:35:08:  Epoch[17 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 0.91695156 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0101s; samplesPerSecond = 127098.9
01/16/2018 22:35:08:  Epoch[17 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 0.93290272 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130370.1
01/16/2018 22:35:08:  Epoch[17 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 0.89751530 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129747.7
01/16/2018 22:35:08:  Epoch[17 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 0.89022427 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128002.6
01/16/2018 22:35:08:  Epoch[17 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 0.93582878 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130102.5
01/16/2018 22:35:08:  Epoch[17 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 0.87656593 * 1280; EvalClassificationError = 0.26562500 * 1280; time = 0.0100s; samplesPerSecond = 128453.4
01/16/2018 22:35:08:  Epoch[17 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 0.99551620 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130384.7
01/16/2018 22:35:08:  Epoch[17 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 0.91266708 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131029.4
01/16/2018 22:35:08:  Epoch[17 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 0.96735153 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129259.0
01/16/2018 22:35:08:  Epoch[17 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 0.92758255 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130463.1
01/16/2018 22:35:08:  Epoch[17 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 0.93714218 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130078.7
01/16/2018 22:35:08:  Epoch[17 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 0.87931061 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 129992.8
01/16/2018 22:35:08:  Epoch[17 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 0.92672653 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130492.4
01/16/2018 22:35:08:  Epoch[17 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 0.93051834 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127656.6
01/16/2018 22:35:08:  Epoch[17 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 0.90037231 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129191.1
01/16/2018 22:35:08:  Epoch[17 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 0.90080566 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130617.6
01/16/2018 22:35:08:  Epoch[17 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 0.90325317 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130539.0
01/16/2018 22:35:08:  Epoch[17 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 0.93972626 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130604.2
01/16/2018 22:35:08:  Epoch[17 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 0.92151794 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130342.3
01/16/2018 22:35:08:  Epoch[17 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 0.92488861 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127472.3
01/16/2018 22:35:08:  Epoch[17 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 0.90291290 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130403.3
01/16/2018 22:35:08:  Epoch[17 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 0.93380890 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129616.3
01/16/2018 22:35:08:  Epoch[17 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 0.94016571 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129737.2
01/16/2018 22:35:08:  Epoch[17 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 0.92127075 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130204.4
01/16/2018 22:35:08:  Epoch[17 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 0.89674377 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0102s; samplesPerSecond = 124929.2
01/16/2018 22:35:08:  Epoch[17 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 0.97875824 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128619.9
01/16/2018 22:35:08:  Epoch[17 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 0.96174622 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130896.7
01/16/2018 22:35:08:  Epoch[17 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 0.91362610 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0101s; samplesPerSecond = 126764.1
01/16/2018 22:35:08:  Epoch[17 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 0.93516541 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0101s; samplesPerSecond = 126503.5
01/16/2018 22:35:08:  Epoch[17 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 0.89627991 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130765.7
01/16/2018 22:35:08:  Epoch[17 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 0.88013611 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0111s; samplesPerSecond = 115221.9
01/16/2018 22:35:08:  Epoch[17 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 0.91699219 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130085.3
01/16/2018 22:35:08:  Epoch[17 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 0.90563965 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130648.2
01/16/2018 22:35:08:  Epoch[17 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 0.92713318 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127724.1
01/16/2018 22:35:08:  Epoch[17 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 0.94858398 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130602.9
01/16/2018 22:35:08:  Epoch[17 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 0.91738586 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 127688.4
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 0.93856201 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130114.4
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 0.89501953 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 131022.7
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 0.90429382 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 127124.1
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 0.95097351 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 127554.8
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 0.90512695 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130792.4
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 0.87411804 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129680.7
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 0.93798828 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127808.3
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 0.88728638 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130576.3
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 0.94382324 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128551.5
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 0.94279175 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130201.7
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 0.90973816 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130612.2
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 0.89324646 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130205.7
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 0.89023743 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130339.6
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 0.94663696 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0101s; samplesPerSecond = 126918.7
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 0.89736633 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129945.3
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 0.88925781 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130977.1
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 0.93331909 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129670.2
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 0.90882874 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128185.9
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 0.92249146 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130720.3
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 0.93388367 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130138.2
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 0.93398437 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 128115.3
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 0.93360596 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130580.3
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 0.89158936 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0102s; samplesPerSecond = 125438.5
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 0.94323730 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 0.93071899 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129404.0
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 0.92943726 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129882.0
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 0.88752441 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130763.0
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 0.89448853 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0103s; samplesPerSecond = 124718.7
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 0.90244141 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130658.9
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 0.89777222 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130261.3
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 0.90233154 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 127939.9
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 0.91502686 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0103s; samplesPerSecond = 124267.0
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 0.88075562 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130011.3
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 0.93998413 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0100s; samplesPerSecond = 128169.2
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 0.95606689 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130747.0
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 0.93021240 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130724.3
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 0.88242188 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130105.1
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 0.92725830 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130932.9
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 0.88173828 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0101s; samplesPerSecond = 126389.8
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 0.89381104 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127584.1
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 0.91293945 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130998.6
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 0.90742798 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130737.6
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 0.87235107 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130089.2
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 0.94837036 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130669.6
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 0.91617432 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 128901.0
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 0.90434570 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130958.3
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 0.87699585 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 128006.4
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 0.89868774 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128184.6
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 0.90350342 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130661.6
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 0.91057739 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 126454.7
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 0.96602783 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130709.6
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 0.93314819 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130879.3
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 0.93117065 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 128616.1
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 0.93051147 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128354.3
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 0.88609009 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130561.6
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 0.91699829 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129300.8
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 0.91770020 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130630.9
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 0.93665161 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130581.6
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 0.88254395 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128614.8
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 0.90360718 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130867.3
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 0.87910767 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130412.6
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 0.91162109 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129212.0
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 0.94385986 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130864.6
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 0.93377075 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127410.1
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 0.87316895 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0099s; samplesPerSecond = 128984.1
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 0.94602051 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 0.94626465 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0120s; samplesPerSecond = 106545.9
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 0.95550537 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 128191.0
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 0.92850952 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129016.7
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 0.92108154 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130226.9
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 0.91052856 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127781.5
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 0.84492798 * 1280; EvalClassificationError = 0.26796875 * 1280; time = 0.0098s; samplesPerSecond = 130423.3
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 0.85114746 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0101s; samplesPerSecond = 126722.6
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 0.91062012 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130387.4
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 0.93463135 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130812.5
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 0.87045288 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0099s; samplesPerSecond = 128750.6
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 0.90451660 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130989.2
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 0.94083252 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0108s; samplesPerSecond = 118057.2
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 0.97866211 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0100s; samplesPerSecond = 128590.2
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 0.97674561 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130680.3
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 0.94920654 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130419.3
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 0.97840576 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 128038.4
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 0.91520996 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130543.0
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 0.92778320 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 128919.2
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 0.93629150 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130111.7
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 0.93183594 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130709.6
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 0.92951660 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129780.6
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 0.96285400 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130756.3
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 0.92878418 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0102s; samplesPerSecond = 125673.8
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 0.92064209 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128114.0
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 0.85125732 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0098s; samplesPerSecond = 130193.8
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 0.88305664 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 128431.5
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 0.93245850 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128238.5
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 0.89895020 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130630.9
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 0.90798340 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130344.9
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 0.92070312 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130804.4
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 0.81867676 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 0.93645020 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 128758.4
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 0.91125488 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130665.6
01/16/2018 22:35:09:  Epoch[17 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 0.92102051 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130723.0
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 0.89555664 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129936.0
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 0.96721191 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130523.0
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 0.85424805 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0102s; samplesPerSecond = 126069.9
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 0.96423340 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127731.8
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 0.98598633 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130757.7
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 0.97938232 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129199.0
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 0.90935059 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0101s; samplesPerSecond = 126130.7
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 0.95447998 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130827.2
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 0.89129639 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 128940.0
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 0.87645264 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 128893.2
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 0.93070068 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130633.6
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 0.92438965 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130388.7
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 0.91928711 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130468.5
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 0.88720703 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 127568.8
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 0.89835205 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 128898.4
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 0.94195557 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130974.4
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 0.94361572 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130569.6
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 0.94025879 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128238.5
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 0.90152588 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130102.5
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 0.95367432 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130180.5
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 0.90009766 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 129864.9
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 0.92854004 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130058.8
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 0.90242920 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0101s; samplesPerSecond = 127217.6
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 0.90828857 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130561.6
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 0.86269531 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 128110.2
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 0.88958740 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127683.3
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 0.93686523 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129161.2
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 0.92575684 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 127030.8
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 0.93890381 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0101s; samplesPerSecond = 127076.2
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 0.91793213 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 0.91591797 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129051.8
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 0.90358887 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127971.8
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 0.89571533 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130681.6
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 0.93652344 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130396.7
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 0.85919189 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 129760.9
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 0.88048096 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130376.8
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 0.93004150 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129415.8
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 0.89721680 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130293.2
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 0.86588135 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0101s; samplesPerSecond = 127042.1
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 0.92513428 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129817.4
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 0.88927002 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130594.9
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 0.99143066 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130029.8
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 0.92952881 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 126504.7
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 0.94191895 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130541.6
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 0.92409668 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129833.2
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 0.89217529 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130500.4
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 0.93331299 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130914.1
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 0.92780762 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 127126.6
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 0.82489014 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130311.7
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 0.97857666 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0101s; samplesPerSecond = 126936.3
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 0.91065674 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129236.8
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 0.92009277 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131049.5
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 0.97615967 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0102s; samplesPerSecond = 126098.4
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 0.90891113 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129107.7
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 0.88278809 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130412.6
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 0.98275146 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0101s; samplesPerSecond = 126456.0
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 0.90529785 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127479.9
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 0.89031982 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130664.2
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 0.95782471 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0101s; samplesPerSecond = 127249.2
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 0.92037354 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128069.2
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 0.89932861 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130812.5
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 0.87453613 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130177.9
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 0.93498535 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130408.6
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 0.88665771 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127717.7
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 0.92342529 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130226.9
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 0.95288086 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130378.1
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 0.91364746 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129793.7
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 0.92253418 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 128349.1
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 0.95888672 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130057.5
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 0.83873291 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0099s; samplesPerSecond = 129094.7
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 0.93132324 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130616.2
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 0.90313721 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130692.3
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 0.90764160 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129667.5
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 0.95538330 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129582.2
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 0.87766113 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 128984.1
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 0.85117188 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0098s; samplesPerSecond = 130592.3
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 0.83596191 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 129064.8
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 0.93583984 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0099s; samplesPerSecond = 129337.3
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 0.91176758 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129268.1
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 0.89260254 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130447.2
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 0.91317139 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129418.4
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 0.95029297 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128591.5
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 0.93674316 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129146.8
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 0.90773926 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127927.1
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 0.92301025 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130892.7
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 0.93175049 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 128975.1
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 0.89669189 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 127844.0
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 0.98404541 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130394.0
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 0.92458496 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127402.5
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 0.91760254 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129918.9
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 0.93750000 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129688.5
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 0.91782227 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0101s; samplesPerSecond = 126258.9
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 0.93669434 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0101s; samplesPerSecond = 126957.7
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 0.90468750 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130261.3
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 0.92133789 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127429.1
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 0.97221680 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130938.3
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 0.90983887 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130662.9
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 0.95273438 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127808.3
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 0.91333008 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130015.2
01/16/2018 22:35:10:  Epoch[17 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 0.89802246 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129359.6
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 0.83237305 * 1280; EvalClassificationError = 0.26093750 * 1280; time = 0.0100s; samplesPerSecond = 128061.5
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 0.86408691 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130420.6
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 0.93854980 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0103s; samplesPerSecond = 124734.5
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 0.93371582 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 127809.6
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 0.90578613 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130596.3
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 0.89504395 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0102s; samplesPerSecond = 126069.9
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 0.91147461 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0101s; samplesPerSecond = 126975.3
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 0.93833008 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130644.2
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 0.88488770 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 127255.6
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 0.94521484 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 128129.4
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 0.92104492 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130310.4
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 0.94084473 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129037.5
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 0.92985840 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129580.9
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 0.89211426 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0101s; samplesPerSecond = 126331.2
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 0.88312988 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129824.0
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 0.89877930 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130203.0
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 0.93952637 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 128652.3
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 0.89458008 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128251.4
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 0.89467773 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130213.6
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 0.87883301 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0099s; samplesPerSecond = 129062.2
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 0.88103027 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129261.6
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 0.93210449 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130010.0
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 0.91232910 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 128025.6
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 0.95341797 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130525.7
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 0.93466797 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0101s; samplesPerSecond = 127248.0
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 0.91289062 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 128794.7
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 0.86779785 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130128.9
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 0.91716309 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0102s; samplesPerSecond = 126016.5
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 0.92243652 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127535.8
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 0.87031250 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129936.0
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 0.88474121 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 128805.0
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 0.91704102 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0101s; samplesPerSecond = 126446.0
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 0.88684082 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130412.6
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 0.93081055 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0102s; samplesPerSecond = 125922.3
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 0.93281250 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128600.6
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 0.89416504 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129833.2
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 0.95151367 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130248.1
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 0.91074219 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130887.4
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 0.89799805 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 126220.3
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 0.90463867 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 127736.9
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 0.93891602 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130109.1
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 0.86491699 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 128882.8
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 0.97421875 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0101s; samplesPerSecond = 126697.5
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 0.94970703 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130626.9
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 0.88937988 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129063.5
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 0.92028809 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 129370.0
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 0.87719727 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130848.6
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 0.85673828 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0102s; samplesPerSecond = 125838.1
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 0.93913574 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130543.0
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 0.92822266 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129510.1
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 0.90280762 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 128971.2
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 0.91799316 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129290.3
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 0.85571289 * 1280; EvalClassificationError = 0.26796875 * 1280; time = 0.0102s; samplesPerSecond = 126005.3
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 0.91369629 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129864.9
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 0.87250977 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130744.3
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 0.92573242 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128432.8
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 0.90222168 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0101s; samplesPerSecond = 126614.8
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 0.96108398 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130436.6
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 0.93107910 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0100s; samplesPerSecond = 128039.7
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 0.90568848 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129077.8
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 0.94050293 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130507.0
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 0.86435547 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130093.2
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 0.89946289 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130540.3
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 0.92246094 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 126338.6
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 0.90104980 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 128946.5
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 0.90278320 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130815.1
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 0.92290039 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129291.6
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 0.89055176 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 127015.6
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 0.91848145 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130500.4
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 0.90534668 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130123.6
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 0.92570801 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130477.8
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 0.87741699 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0150s; samplesPerSecond = 85527.2
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 0.92429199 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129617.6
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 0.94887695 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129725.3
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 0.89318848 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130152.7
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 0.93952637 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130516.4
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 0.95590820 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0101s; samplesPerSecond = 126687.5
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 0.98217773 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 131005.3
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 0.88452148 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129580.9
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 0.93066406 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129854.3
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 0.92287598 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130969.1
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 0.89663086 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0101s; samplesPerSecond = 126897.3
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 0.88117676 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129141.6
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 0.82285156 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0098s; samplesPerSecond = 131205.3
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 0.98249512 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130979.8
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 0.89621582 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 0.89760742 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131214.8
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 0.93637695 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128358.1
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 0.95568848 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130690.9
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 0.88278809 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 127162.0
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 0.88449707 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130844.6
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 0.90944824 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130857.9
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 1.00766602 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129763.5
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 0.93269043 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130990.5
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 0.86325684 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130821.8
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 0.89672852 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130898.1
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 0.85502930 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0098s; samplesPerSecond = 130898.1
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 0.91193848 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 131018.7
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 0.92160645 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 131068.3
01/16/2018 22:35:11:  Epoch[17 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 0.80087891 * 1280; EvalClassificationError = 0.26015625 * 1280; time = 0.0098s; samplesPerSecond = 131109.9
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 0.92441406 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129783.2
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 0.91457520 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130572.3
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 0.90041504 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130626.9
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 0.95581055 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 0.91152344 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130716.3
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 0.94074707 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 129962.4
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 0.92189941 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128548.9
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 0.91079102 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131179.8
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 0.95114746 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129778.0
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 0.89213867 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128493.4
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 0.89328613 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 131146.2
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 0.91818848 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130919.5
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 0.83784180 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130167.3
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 0.87917480 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131018.7
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 0.97802734 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130772.4
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 0.90424805 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130565.6
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 0.88679199 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128527.0
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 0.95703125 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129345.2
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 0.92563477 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 129978.3
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 0.88706055 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130966.4
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 0.93457031 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 131189.2
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 0.94538574 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0097s; samplesPerSecond = 131307.6
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 0.90102539 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 128385.2
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 0.91384277 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130977.1
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 0.89318848 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130669.6
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 0.90659180 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128029.4
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 0.97856445 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129562.5
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 0.88569336 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128007.7
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 0.94436035 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130904.8
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 0.93696289 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130580.3
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 0.94382324 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130252.1
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 0.94040527 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130375.4
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 0.93122559 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131068.3
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 0.90471191 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130978.4
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 0.94858398 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130932.9
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 0.85490723 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130535.0
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 0.91870117 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131221.5
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 0.89753418 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130783.1
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 0.90512695 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129085.6
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 0.85307617 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130121.0
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 0.87590332 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131005.3
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 0.86623535 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 131167.7
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 0.88259277 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130922.2
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 0.85290527 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0098s; samplesPerSecond = 130990.5
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 0.92382812 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130525.7
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 0.91606445 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130828.5
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 0.95261230 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130759.0
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 0.92031250 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130400.7
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 0.86318359 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 131025.4
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 0.93576660 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130624.2
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 0.87416992 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131003.9
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 0.94658203 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0098s; samplesPerSecond = 130777.7
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 0.90688477 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130662.9
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 0.92226562 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130882.0
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 0.90009766 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131007.9
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 0.92170410 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130644.2
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 0.91413574 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130915.5
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 0.95217285 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0101s; samplesPerSecond = 126171.8
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 0.87446289 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129235.5
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 0.89531250 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 131212.1
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 0.86372070 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 131068.3
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 0.94729004 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130492.4
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 0.85939941 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 130936.9
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 0.85917969 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 128603.1
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 0.89255371 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 128894.5
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 0.87548828 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130629.6
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 0.89204102 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 131275.3
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 0.88552246 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130825.8
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 0.91889648 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130437.9
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 0.93234863 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 128959.5
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 0.93100586 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130501.7
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 0.93530273 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 127618.4
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 0.88623047 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130987.8
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 0.93093262 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131240.3
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 0.88571777 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 128894.5
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 0.87980957 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130608.2
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 0.90673828 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127647.7
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 0.98730469 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 128344.0
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 0.90217285 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130400.7
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 0.92209473 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130151.4
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 0.95661621 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130934.2
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 0.90375977 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 131038.8
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 0.85187988 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131221.5
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 0.94797363 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 131166.4
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 0.95239258 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 131040.1
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 0.90605469 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130784.4
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 0.91276855 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130828.5
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 0.94750977 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 131186.5
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 0.94990234 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 128988.0
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 0.91997070 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 131210.7
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 0.88823242 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128543.7
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 0.86137695 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 131032.1
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 0.95439453 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130895.4
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 0.87170410 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0101s; samplesPerSecond = 126909.8
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 0.91340332 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131134.1
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 0.90849609 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129908.4
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 0.97954102 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130586.9
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 0.87683105 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130716.3
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 1.00866699 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0102s; samplesPerSecond = 125509.9
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 0.91311035 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130680.3
01/16/2018 22:35:12:  Epoch[17 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 0.94274902 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130777.7
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 0.87858887 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 128866.0
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 0.92731934 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 128771.3
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 0.93295898 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 0.91289062 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0107s; samplesPerSecond = 119647.4
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 0.93222656 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131144.9
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 0.90256348 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130819.2
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 0.94331055 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 126127.0
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 0.92619629 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130831.2
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 0.92695313 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130105.1
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 0.93032227 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129646.5
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 0.88564453 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130878.0
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 0.92695313 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130942.3
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 0.94389648 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0101s; samplesPerSecond = 127208.8
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 0.88461914 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130860.6
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 0.91777344 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130286.5
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 0.93554688 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 131163.7
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 0.88266602 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130978.4
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 0.87968750 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130150.1
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 0.83701172 * 1280; EvalClassificationError = 0.26250000 * 1280; time = 0.0098s; samplesPerSecond = 131104.6
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 0.90258789 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130939.6
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 0.93017578 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130281.2
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 0.91962891 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130864.6
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 0.88828125 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 131158.3
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 0.85190430 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130705.6
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 0.90791016 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 131159.6
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 0.91118164 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130979.8
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 0.89897461 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 131275.3
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 0.94536133 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130954.3
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 0.91225586 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131248.4
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 0.95815430 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130628.2
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 0.88115234 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 131025.4
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 0.93906250 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128356.8
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 0.96464844 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 0.91088867 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130649.6
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 0.92724609 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 128902.3
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 0.92875977 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130642.9
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 0.89487305 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130535.0
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 0.90029297 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130273.3
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 0.85161133 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0100s; samplesPerSecond = 128024.3
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 0.94379883 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130959.7
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 0.93706055 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131009.3
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 0.87607422 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131175.8
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 0.91591797 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130299.8
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 0.90244141 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 131005.3
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 0.91079102 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130723.0
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 0.94501953 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 0.87861328 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 131057.6
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 0.98417969 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130330.3
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 0.98657227 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 131179.8
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 0.90537109 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0097s; samplesPerSecond = 131398.0
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 0.88447266 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130553.6
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 0.90815430 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 131108.6
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 0.86103516 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 131040.1
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 0.89125977 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131186.5
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 0.87861328 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130652.2
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 0.94418945 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 128767.5
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 0.94619141 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 0.89926758 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130448.5
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 0.90371094 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 128605.7
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 0.87871094 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 131042.8
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 0.94003906 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129518.0
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 0.89497070 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 127317.6
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 0.87226563 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 131032.1
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 0.91225586 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130648.2
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 0.90522461 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131036.1
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 0.91743164 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0097s; samplesPerSecond = 131384.5
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 0.84287109 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 131152.9
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 0.88305664 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131169.0
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 0.93989258 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 128821.9
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 0.93364258 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 131169.0
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 0.91201172 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 131089.8
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 0.92358398 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 131013.3
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 0.90141602 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130765.7
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 0.90859375 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130997.2
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 0.90278320 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130653.6
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 0.96748047 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130963.7
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 0.89389648 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131253.8
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 0.96533203 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130355.5
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 0.92421875 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131166.4
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 0.89633789 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 131076.4
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 0.92519531 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0102s; samplesPerSecond = 125422.6
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 0.93886719 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130871.3
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 0.90170898 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130118.3
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 0.92939453 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131037.4
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 0.88881836 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130975.8
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 0.94165039 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131109.9
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 0.88706055 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130906.1
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 0.88979492 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130287.9
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 0.93994141 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129408.0
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 0.87905273 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130226.9
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 0.93886719 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129914.9
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 0.93442383 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130837.9
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 0.90761719 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131053.5
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 0.96464844 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 128801.1
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 0.92675781 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130270.6
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 0.91337891 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130891.4
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 0.84731445 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131092.5
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 0.84389648 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 130895.4
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 0.93999023 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 127528.1
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 0.89360352 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130841.9
01/16/2018 22:35:13:  Epoch[17 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 0.87387695 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130293.2
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 0.95078125 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130681.6
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 0.88798828 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130102.5
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 0.97353516 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130566.9
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 0.94707031 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 131093.8
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 0.86499023 * 1280; EvalClassificationError = 0.25937500 * 1280; time = 0.0099s; samplesPerSecond = 129527.1
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 0.92753906 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131045.5
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 0.94277344 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128170.5
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 0.89516602 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131239.0
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 0.89995117 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127454.5
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 0.87368164 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129032.3
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 0.92871094 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 131139.5
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 0.92963867 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131166.4
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 0.88203125 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 127692.3
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 0.85908203 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130549.6
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 0.90043945 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130999.9
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 0.92304688 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130978.4
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 0.91230469 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130803.1
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 0.96440430 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129760.9
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 0.90371094 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130973.1
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 0.87939453 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131144.9
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 0.90517578 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130986.5
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 0.98486328 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130839.2
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 0.90805664 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130747.0
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 0.86660156 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130936.9
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 0.95434570 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131127.4
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 0.90131836 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131200.0
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 0.93754883 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 131018.7
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 0.93051758 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129466.9
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 0.91767578 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 129966.4
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 0.90561523 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131128.7
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 0.88251953 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129516.6
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 0.95405273 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 131054.9
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 0.87734375 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 131163.7
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 0.87670898 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130914.1
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 0.86342773 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130863.3
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 0.93295898 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130537.7
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 0.86850586 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130840.5
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 0.87534180 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 131124.7
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 0.88647461 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130407.3
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 0.90654297 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129329.5
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 0.97622070 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131185.2
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 0.88940430 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130922.2
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 0.98911133 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130999.9
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 0.95053711 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130949.0
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 0.91230469 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0097s; samplesPerSecond = 131294.2
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 0.88520508 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 131072.3
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 0.91264648 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130821.8
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 0.86787109 * 1280; EvalClassificationError = 0.26562500 * 1280; time = 0.0099s; samplesPerSecond = 128679.4
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 0.89443359 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130989.2
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 0.89150391 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130938.3
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 0.90585938 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130355.5
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 0.94765625 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 131052.2
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 0.88662109 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130903.4
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 0.86542969 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130844.6
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 0.88393555 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130525.7
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 0.85991211 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0113s; samplesPerSecond = 113690.9
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 0.89609375 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130642.9
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 0.91938477 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130167.3
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 0.89765625 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128471.5
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 0.86806641 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130809.8
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 0.89741211 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 128889.3
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 0.95932617 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129489.1
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 0.89150391 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130915.5
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 0.89321289 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127945.0
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 0.90629883 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130823.2
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 0.92861328 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0097s; samplesPerSecond = 131311.7
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 0.87348633 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131119.3
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 0.83984375 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0099s; samplesPerSecond = 128955.6
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 0.91420898 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131204.0
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 0.96557617 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130200.4
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 0.90541992 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130825.8
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 0.91674805 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131041.5
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 0.92280273 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0102s; samplesPerSecond = 125666.4
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 0.94633789 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 131030.7
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 0.90522461 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130346.2
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 0.88867188 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0097s; samplesPerSecond = 131438.4
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 0.91884766 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130920.8
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 0.92319336 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130457.8
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 0.88051758 * 1280; EvalClassificationError = 0.26640625 * 1280; time = 0.0098s; samplesPerSecond = 131020.0
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 0.95068359 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129092.1
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 0.96362305 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130768.4
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 0.91079102 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131148.9
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 0.95849609 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 131100.5
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 0.91865234 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130309.1
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 0.86503906 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131116.6
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 0.88559570 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131208.0
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 0.92656250 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130823.2
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 0.96025391 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130868.6
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 0.90161133 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 129996.8
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 0.92656250 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131087.1
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 0.86054688 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0101s; samplesPerSecond = 126835.6
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 0.94667969 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130293.2
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 0.90488281 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131101.9
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 0.88281250 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0101s; samplesPerSecond = 127196.1
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 0.90864258 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130815.1
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 0.88681641 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0097s; samplesPerSecond = 131303.6
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 0.93115234 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 131136.8
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 0.86992187 * 1280; EvalClassificationError = 0.26640625 * 1280; time = 0.0099s; samplesPerSecond = 129947.9
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 0.89233398 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 131099.2
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 0.90810547 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 131162.3
01/16/2018 22:35:14:  Epoch[17 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 0.88701172 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130792.4
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 0.91391602 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 131241.7
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 0.87255859 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0106s; samplesPerSecond = 120703.5
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 0.90878906 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0097s; samplesPerSecond = 131288.8
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 0.84785156 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0098s; samplesPerSecond = 130441.9
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 0.98574219 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130969.1
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 0.89243164 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130935.6
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 0.89189453 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0101s; samplesPerSecond = 127359.4
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 0.95869141 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131159.6
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 0.94697266 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 131032.1
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 0.86445313 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 130633.6
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 0.88808594 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130500.4
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 0.95615234 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 128554.1
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 0.97304687 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0099s; samplesPerSecond = 128824.5
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 0.88730469 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130688.3
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 0.88891602 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130887.4
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 0.93388672 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130614.9
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 0.93793945 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130970.4
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 0.96757812 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130201.7
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 0.89648438 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131001.2
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 0.85927734 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130932.9
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 0.89335937 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130682.9
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 0.95585937 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 131016.0
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 0.89013672 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0142s; samplesPerSecond = 90322.1
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 0.92104492 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130895.4
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 0.88164062 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130975.8
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 0.85786133 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 131061.6
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 0.96430664 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129734.6
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 0.94980469 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130949.0
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 0.89252930 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131151.6
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 0.90224609 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131065.6
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 0.94321289 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130380.8
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 0.90869141 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129451.1
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 0.91176758 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130625.6
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 0.96459961 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130841.9
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 0.88842773 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131041.5
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 0.90615234 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130974.4
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 0.97456055 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 131040.1
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 0.88466797 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130095.8
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 0.92949219 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129531.1
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 0.88320312 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129102.5
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 0.91171875 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131142.2
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 0.99252930 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130926.2
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 0.95722656 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129837.2
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 0.86816406 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130967.7
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 0.93413086 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131234.9
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 0.91567383 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130990.5
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 0.97568359 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131057.6
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 0.90927734 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130201.7
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 0.87651367 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130792.4
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 0.93457031 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130891.4
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 0.94721680 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130704.3
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 0.93920898 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130016.6
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 0.95952148 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130916.8
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 0.98178711 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130994.5
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 0.89677734 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 128581.2
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 0.94257813 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130841.9
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 0.88398438 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129629.4
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 0.90947266 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 131058.9
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 0.92470703 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130656.2
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 0.94111328 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130923.5
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 0.88164062 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 131126.0
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 0.93315430 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130761.7
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 0.91323242 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127998.7
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 0.94819336 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 131049.5
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 0.85781250 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130743.0
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 0.94179687 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130981.1
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 0.87875977 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130747.0
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 0.87011719 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 128282.2
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 0.87592773 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 131006.6
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 0.93041992 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130618.9
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 0.93945312 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 131096.5
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 0.92719727 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 131169.0
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 0.88457031 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130788.4
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 0.94184570 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130236.2
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 0.97910156 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130847.2
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 0.86923828 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130572.3
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 0.97011719 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 131173.1
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 0.95541992 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130887.4
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 0.87456055 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130556.3
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 0.90698242 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131048.2
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 0.89877930 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130874.0
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 0.91298828 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130938.3
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 0.87270508 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130705.6
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 0.90830078 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130892.7
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 0.88818359 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131072.3
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 0.85996094 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131073.7
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 0.94047852 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127628.6
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 0.95507812 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131205.3
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 0.91279297 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131016.0
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 0.90336914 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130816.5
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 0.94047852 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130424.6
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 0.92983398 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130183.2
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 0.92050781 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130359.5
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 0.89331055 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130614.9
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 1.00595703 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131139.5
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 0.92602539 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131050.9
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 0.95224609 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131144.9
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 0.95791016 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128021.8
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 0.88002930 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130729.6
01/16/2018 22:35:15:  Epoch[17 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 0.90175781 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130882.0
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 0.83774414 * 1280; EvalClassificationError = 0.26640625 * 1280; time = 0.0098s; samplesPerSecond = 130638.9
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 0.90009766 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130994.5
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 0.91201172 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129042.7
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 0.89355469 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 131034.8
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 0.90107422 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130027.1
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 0.91005859 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130199.1
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 0.91538086 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131012.0
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 0.92817383 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129253.8
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 0.92270508 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129595.3
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 0.96918945 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130624.2
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 0.95283203 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130560.3
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 0.92294922 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130645.6
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 0.94331055 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130509.7
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 0.91845703 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0101s; samplesPerSecond = 126538.5
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 0.90786133 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131099.2
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 0.95869141 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 128911.4
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 0.93056641 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130117.0
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 0.90131836 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130963.7
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 0.91406250 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131206.7
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 0.93071289 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131103.2
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 0.92089844 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 0.95205078 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130771.0
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 0.88847656 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127983.4
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 0.97988281 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130677.6
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 0.90874023 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 131185.2
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 0.96201172 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 131135.4
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 0.90097656 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130959.7
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 0.90708008 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129489.1
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 0.90883789 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130465.8
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 0.96235352 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130070.7
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 0.87802734 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129188.5
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 0.96113281 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130123.6
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 0.82246094 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130977.1
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 0.91562500 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130949.0
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 0.94018555 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130915.5
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 0.90136719 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130947.6
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 0.91025391 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 131021.4
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 0.85390625 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130440.5
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 0.85859375 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0100s; samplesPerSecond = 128459.9
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 0.92763672 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130924.9
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 0.81582031 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0098s; samplesPerSecond = 130923.5
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 0.90771484 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130892.7
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 0.89648438 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131252.4
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 0.95268555 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130362.2
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 0.91728516 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130835.2
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 0.95522461 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131061.6
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 0.90620117 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129175.5
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 0.86757812 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130578.9
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 0.90869141 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128152.5
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 1.01611328 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0099s; samplesPerSecond = 129724.0
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 0.82416992 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 0.96142578 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129949.2
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 0.91450195 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129887.3
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 0.87187500 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 131067.0
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 0.89765625 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129753.0
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 0.88173828 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0118s; samplesPerSecond = 108900.0
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 0.90283203 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130471.1
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 0.88154297 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 126317.5
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 0.92529297 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130594.9
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 0.97368164 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130488.4
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 0.88945312 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129804.3
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 0.91694336 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130823.2
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 0.93662109 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 127670.6
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 0.90629883 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127740.7
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 0.93203125 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130585.6
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 0.96425781 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0101s; samplesPerSecond = 127301.1
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 0.87465820 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129302.1
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 0.97031250 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130714.9
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 0.95214844 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0101s; samplesPerSecond = 126498.5
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 0.92133789 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130090.6
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 0.93662109 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130529.7
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 0.89765625 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 128842.6
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 0.93662109 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130749.7
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 0.90019531 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 127359.4
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 0.95815430 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 128735.1
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 0.88862305 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130745.7
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 0.90600586 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130416.6
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 0.93593750 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 126543.5
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 0.86425781 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130704.3
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 0.92988281 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0101s; samplesPerSecond = 127272.0
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 0.91142578 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 128988.0
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 0.85083008 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130991.9
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 0.85161133 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 127936.0
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 0.93437500 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130461.8
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 0.93666992 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128060.2
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 0.88364258 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129371.3
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 0.88666992 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130601.6
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 0.94311523 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0100s; samplesPerSecond = 127915.6
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 0.87592773 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127754.7
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 0.90019531 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130429.9
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 0.89028320 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130236.2
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 0.93764648 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0101s; samplesPerSecond = 126205.4
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 0.92275391 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130892.7
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 1.01635742 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130278.6
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 0.90654297 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129136.4
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 0.93432617 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130411.3
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 0.89824219 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130118.3
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 0.98666992 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130892.7
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 0.92924805 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0101s; samplesPerSecond = 126252.7
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 0.85263672 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129309.9
01/16/2018 22:35:16:  Epoch[17 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 0.94340820 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130721.6
01/16/2018 22:35:17:  Epoch[17 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 0.89726562 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 128673.0
01/16/2018 22:35:17:  Epoch[17 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 0.90356445 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0102s; samplesPerSecond = 125589.9
01/16/2018 22:35:17:  Epoch[17 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 0.93666992 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130309.1
01/16/2018 22:35:17:  Epoch[17 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 0.90292969 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128161.5
01/16/2018 22:35:17:  Epoch[17 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 0.90307617 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 128869.9
01/16/2018 22:35:17:  Epoch[17 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 0.95473633 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130440.5
01/16/2018 22:35:17:  Epoch[17 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 0.89516602 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 127983.4
01/16/2018 22:35:17:  Epoch[17 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 0.88247070 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130636.2
01/16/2018 22:35:17:  Epoch[17 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 0.89340820 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 127884.9
01/16/2018 22:35:17:  Epoch[17 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 0.94936523 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 127915.6
01/16/2018 22:35:17:  Epoch[17 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 0.88759766 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129745.1
01/16/2018 22:35:17:  Epoch[17 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 0.88842773 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 128244.9
01/16/2018 22:35:17:  Epoch[17 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 0.86601562 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0101s; samplesPerSecond = 126572.3
01/16/2018 22:35:17:  Epoch[17 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 0.91044922 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130531.0
01/16/2018 22:35:17:  Epoch[17 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 0.97055664 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129574.3
01/16/2018 22:35:17:  Epoch[17 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 0.92900391 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 129986.2
01/16/2018 22:35:17:  Epoch[17 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 0.90625000 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130733.6
01/16/2018 22:35:17:  Epoch[17 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 0.89711914 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0102s; samplesPerSecond = 125900.0
01/16/2018 22:35:17:  Epoch[17 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 0.85292969 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 129900.4
01/16/2018 22:35:17:  Epoch[17 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 0.98583984 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130406.0
01/16/2018 22:35:17:  Epoch[17 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 0.86435547 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129255.1
01/16/2018 22:35:17:  Epoch[17 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 0.96606445 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130795.1
01/16/2018 22:35:17:  Epoch[17 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 0.89462891 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0101s; samplesPerSecond = 126924.9
01/16/2018 22:35:17:  Epoch[17 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 0.96801758 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129328.2
01/16/2018 22:35:17:  Epoch[17 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 0.91352539 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:35:17:  Epoch[17 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 0.92153320 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 128220.5
01/16/2018 22:35:17:  Epoch[17 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 0.95649414 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0101s; samplesPerSecond = 126667.5
01/16/2018 22:35:17:  Epoch[17 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 0.93173828 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130680.3
01/16/2018 22:35:17:  Epoch[17 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 0.93637695 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129805.6
01/16/2018 22:35:17:  Epoch[17 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 0.91142578 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 131021.4
01/16/2018 22:35:17:  Epoch[17 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 0.89121094 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130727.0
01/16/2018 22:35:17:  Epoch[17 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 0.96997070 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0102s; samplesPerSecond = 125957.0
01/16/2018 22:35:17:  Epoch[17 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 0.95239258 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130868.6
01/16/2018 22:35:17:  Epoch[17 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 0.87861328 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 128908.8
01/16/2018 22:35:17:  Epoch[17 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 0.92084961 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 128885.4
01/16/2018 22:35:17:  Epoch[17 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 0.89960938 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131109.9
01/16/2018 22:35:17:  Epoch[17 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 0.89863281 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130166.0
01/16/2018 22:35:17:  Epoch[17 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 0.89677734 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128046.1
01/16/2018 22:35:17: Finished Epoch[17 of 25]: [Training] CrossEntropyWithSoftmax = 0.91406176 * 1124823; EvalClassificationError = 0.29788865 * 1124823; totalSamplesSeen = 19121991; learningRatePerSample = 0.00012207031; epochTime=8.89428s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:35:17: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.23349365 * 122487; perplexity = 3.43320301; EvalClassificationError = 0.38852286 * 122487
01/16/2018 22:35:17: Finished Epoch[17 of 25]: [Validate] CrossEntropyWithSoftmax = 1.23349365 * 122487; EvalClassificationError = 0.38852286 * 122487
01/16/2018 22:35:18: SGD: Saving checkpoint model '/tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.17'

01/16/2018 22:35:18: Starting Epoch 18: learning rate per sample = 0.000122  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 17: frames [19121991..20246814] (first utterance at frame 19121991), data subset 0 of 1, with 1 datapasses

01/16/2018 22:35:18: Starting minibatch loop.
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 0.92614279 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0102s; samplesPerSecond = 125939.6
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 0.89542246 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130449.8
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 0.93125019 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 127332.8
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 0.88500500 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127946.3
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 0.92583427 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130367.5
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 0.88344421 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 128599.3
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 0.95400734 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0101s; samplesPerSecond = 127085.0
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 0.94613647 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130796.4
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 0.88599014 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130060.2
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 0.85288391 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 129897.8
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 0.88997421 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130362.2
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 0.94037094 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128250.1
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 0.87878647 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130669.6
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 0.97047119 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 129687.2
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 0.87188568 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129788.5
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 0.88714905 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130866.0
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 0.88959961 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129771.4
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 0.88997498 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130289.2
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 0.93737488 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130318.4
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 0.90347900 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128034.6
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 0.93703613 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129281.2
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 0.86703796 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130714.9
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 0.83109283 * 1280; EvalClassificationError = 0.26562500 * 1280; time = 0.0099s; samplesPerSecond = 129804.3
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 0.95812988 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130291.8
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 0.91971893 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 127651.5
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 0.92809753 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129184.6
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 0.91317139 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130827.2
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 0.89104919 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 129741.1
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 0.94114227 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129346.5
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 0.95578308 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130882.0
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 0.91622925 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128293.8
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 0.92710266 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128450.9
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 0.87916260 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130796.4
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 0.89424133 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 128680.7
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 0.90097351 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130480.4
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 0.89310913 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129595.3
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 0.90202026 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127810.8
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 0.88885193 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130694.9
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 0.95717468 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128067.9
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 0.96209412 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 128156.4
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 0.91824341 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130508.4
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 0.85878906 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129920.2
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 0.86421204 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 128452.2
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 0.85253906 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130638.9
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 0.90551453 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129283.8
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 0.87049561 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130570.9
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 0.86661072 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0099s; samplesPerSecond = 129788.5
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 0.87427979 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129459.0
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 0.88356934 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131122.0
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 0.95076904 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 127984.6
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 0.94583740 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129879.4
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 0.90737305 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130672.2
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 0.91285400 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127953.9
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 0.87463074 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0099s; samplesPerSecond = 128879.0
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 0.88602905 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130592.3
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 0.90090332 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129804.3
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 0.95205994 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129336.0
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 0.89423218 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0103s; samplesPerSecond = 124656.7
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 0.90063477 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 128821.9
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 0.90458374 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130457.8
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 0.87432251 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 128601.9
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 0.94454346 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0101s; samplesPerSecond = 126989.2
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 0.88613281 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130700.3
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 0.87330322 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130106.4
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 0.91364746 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130301.1
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 0.95025635 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130625.6
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 0.89410400 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0099s; samplesPerSecond = 128758.4
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 0.93007812 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130496.4
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 0.93425293 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0102s; samplesPerSecond = 126104.6
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 0.93711548 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130757.7
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 0.92175293 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129646.5
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 0.91646729 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129603.2
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 0.91483154 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0102s; samplesPerSecond = 125102.6
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 0.97124023 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130733.6
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 0.95881958 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130512.4
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 0.90667114 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130452.5
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 0.90985107 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130704.3
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 0.86817017 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 128311.8
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 0.94152832 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130029.8
01/16/2018 22:35:18:  Epoch[18 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 0.87879028 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130720.3
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 0.94586792 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129311.2
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 0.95996704 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 0.92716064 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130757.7
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 0.96201172 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130708.3
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 0.94920044 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130815.1
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 0.93687134 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129750.3
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 0.90215454 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 129994.1
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 0.91761475 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130676.2
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 0.83270874 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 127878.5
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 0.90781860 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 128840.0
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 0.88912964 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130705.6
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 0.88438721 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129775.3
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 0.87706909 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130307.8
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 0.86275635 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0101s; samplesPerSecond = 127001.8
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 0.91510620 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0106s; samplesPerSecond = 120866.5
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 0.87435303 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130630.9
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 0.93937988 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 128268.1
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 0.90624390 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 126383.6
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 0.93298950 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129930.8
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 0.87050171 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 129350.4
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 0.92911987 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129296.8
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 0.93851929 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130697.6
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 0.90051270 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0103s; samplesPerSecond = 124531.8
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 0.90166016 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130761.7
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 0.95479736 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130935.6
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 0.93305664 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129945.3
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 0.94227295 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130608.2
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 0.94995117 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0101s; samplesPerSecond = 127088.8
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 0.88823242 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130246.8
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 0.87775879 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130811.1
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 0.95147095 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 128695.0
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 0.90709229 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 127216.3
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 0.91531372 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130797.8
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 0.90452881 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131038.8
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 0.88398438 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130359.5
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 0.89350586 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 0.94364014 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129747.7
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 0.93231201 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130696.3
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 0.87075195 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0102s; samplesPerSecond = 125917.3
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 0.88845215 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129781.9
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 0.92740479 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130440.5
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 0.92912598 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 128936.1
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 0.84101563 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0102s; samplesPerSecond = 125459.4
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 0.87550049 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130598.9
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 0.95646973 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 128993.2
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 0.91275635 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129628.1
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 0.88029785 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130287.9
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 0.92877197 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 128025.6
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 0.91549072 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130336.9
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 0.95053711 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127593.0
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 0.88522949 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 127824.9
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 0.88858643 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130339.6
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 0.86239014 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0102s; samplesPerSecond = 126051.2
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 0.90382080 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 128775.2
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 0.95941162 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130475.1
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 0.85483398 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0143s; samplesPerSecond = 89728.9
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 0.93212891 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0107s; samplesPerSecond = 119514.5
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 0.95878906 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0192s; samplesPerSecond = 66718.4
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 0.95157471 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0224s; samplesPerSecond = 57066.4
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 0.84468994 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 130348.9
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 0.90924072 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129775.3
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 0.90341797 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0103s; samplesPerSecond = 124094.7
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 0.86925049 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130191.1
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 0.87324219 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128229.5
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 0.88980713 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129111.7
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 0.93415527 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0103s; samplesPerSecond = 124287.5
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 0.98931885 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0102s; samplesPerSecond = 125023.2
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 0.88388672 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130424.6
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 0.95815430 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 127814.7
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 0.91654053 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0114s; samplesPerSecond = 111938.0
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 0.88751221 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130594.9
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 0.89742432 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0101s; samplesPerSecond = 126726.4
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 0.87392578 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0116s; samplesPerSecond = 110555.5
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 0.93789062 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130652.2
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 0.89974365 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0103s; samplesPerSecond = 124790.4
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 0.90539551 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129787.2
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 0.88337402 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130653.6
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 0.87609863 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 129986.2
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 0.89500732 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127532.0
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 0.85701904 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130606.9
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 0.83874512 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0099s; samplesPerSecond = 129274.6
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 0.94260254 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129808.2
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 0.93405762 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130437.9
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 0.90133057 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 128691.1
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 0.91118164 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130748.3
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 0.85412598 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0100s; samplesPerSecond = 127523.1
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 0.89106445 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130287.9
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 0.92659912 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129165.1
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 0.85832520 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127835.1
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 0.89837646 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127370.8
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 0.90208740 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130441.9
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 0.96206055 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129731.9
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 0.96107178 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 128557.9
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 0.88255615 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130156.7
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 0.93341064 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0101s; samplesPerSecond = 127348.0
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 0.89927979 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130511.0
01/16/2018 22:35:19:  Epoch[18 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 0.84930420 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130432.6
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 0.85823975 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0100s; samplesPerSecond = 128227.0
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 0.96330566 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129895.2
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 0.88077393 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0104s; samplesPerSecond = 122870.2
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 0.92308350 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127980.8
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 0.91617432 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130521.7
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 0.94139404 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130217.6
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 0.88449707 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128401.9
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 0.91982422 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 0.89871826 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129461.6
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 0.88328857 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130650.9
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 0.89896240 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130741.7
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 0.83958740 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130185.8
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 0.92264404 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130928.9
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 0.86210937 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0114s; samplesPerSecond = 112014.4
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 0.89285889 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130469.8
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 0.94057617 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130561.6
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 0.93311768 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130545.6
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 0.96414795 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0101s; samplesPerSecond = 126614.8
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 0.92852783 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130954.3
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 0.94017334 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 128808.9
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 0.88270264 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0127s; samplesPerSecond = 100580.7
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 0.94094238 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130844.6
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 0.98166504 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0100s; samplesPerSecond = 127766.2
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 0.89901123 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130590.9
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 0.99121094 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130495.1
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 0.93496094 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129938.7
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 0.92160645 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127864.5
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 0.91962891 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130797.8
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 0.86728516 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129464.2
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 0.90065918 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130737.6
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 0.86055908 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130152.7
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 0.95214844 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 129970.4
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 0.94927979 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129805.6
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 0.97137451 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130602.9
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 0.90799561 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129870.1
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 0.88073730 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0102s; samplesPerSecond = 125009.8
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 0.98127441 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0102s; samplesPerSecond = 125285.1
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 0.91893311 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0102s; samplesPerSecond = 125661.4
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 0.89071045 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130068.1
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 0.87259521 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127773.8
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 0.88946533 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 129992.8
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 0.92977295 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129647.8
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 0.89342041 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0102s; samplesPerSecond = 125955.7
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 0.92012939 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128034.6
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 1.00948486 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0098s; samplesPerSecond = 130796.4
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 0.86844482 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130441.9
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 0.95366211 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 0.92458496 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 127785.3
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 0.91574707 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0100s; samplesPerSecond = 128563.1
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 0.91008301 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130696.3
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 0.88569336 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0105s; samplesPerSecond = 121526.3
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 0.95612793 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0102s; samplesPerSecond = 124902.4
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 0.90874023 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130465.8
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 0.92224121 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129018.0
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 0.88176270 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0126s; samplesPerSecond = 101434.3
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 0.92104492 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0198s; samplesPerSecond = 64702.3
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 0.93669434 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0192s; samplesPerSecond = 66556.8
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 0.95925293 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0101s; samplesPerSecond = 126779.1
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 0.89177246 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129735.9
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 0.90708008 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130831.2
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 0.89230957 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129287.7
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 0.89394531 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0107s; samplesPerSecond = 119174.0
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 0.89597168 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130360.8
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 0.90788574 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0101s; samplesPerSecond = 126229.0
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 0.96806641 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 128858.2
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 0.90000000 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130903.4
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 0.94226074 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0103s; samplesPerSecond = 124275.5
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 0.94045410 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130902.1
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 0.91093750 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130007.3
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 0.85920410 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0100s; samplesPerSecond = 128191.0
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 0.94475098 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130702.9
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 0.91572266 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 0.87766113 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 129161.2
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 0.91960449 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130890.1
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 0.93811035 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128158.9
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 0.90510254 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130694.9
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 0.88393555 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130628.2
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 0.89531250 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130504.4
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 0.92851562 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130914.1
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 0.92226562 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130640.2
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 0.84838867 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 131058.9
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 0.92587891 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131045.5
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 0.94306641 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130451.2
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 0.90888672 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130399.3
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 0.92812500 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130870.0
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 0.91726074 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127678.3
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 0.94506836 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131079.0
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 0.94997559 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130024.5
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 0.92988281 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130057.5
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 0.89228516 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130781.7
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 0.91630859 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0102s; samplesPerSecond = 125983.0
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 0.92265625 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130931.6
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 0.86857910 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130912.8
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 0.94392090 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130404.7
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 0.90070801 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130282.6
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 0.90959473 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130864.6
01/16/2018 22:35:20:  Epoch[18 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 0.94619141 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 127474.8
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 0.95080566 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 129611.1
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 0.89484863 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131018.7
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 0.89138184 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 127876.0
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 0.89560547 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131049.5
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 0.87099609 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129716.1
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 0.92263184 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 129994.1
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 0.88239746 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130961.0
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 0.90910645 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128227.0
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 0.86186523 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 126833.1
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 0.91738281 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131226.9
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 0.89855957 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130175.2
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 0.88679199 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130962.4
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 0.90964355 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130900.8
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 0.93513184 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127429.1
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 0.88508301 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130957.0
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 0.94404297 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131193.2
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 0.91074219 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130906.1
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 0.93813477 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130689.6
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 0.97392578 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 0.94436035 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130617.6
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 0.87888184 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130853.9
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 0.91125488 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129169.0
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 0.97380371 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131185.2
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 0.90224609 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 127705.0
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 0.90874023 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130871.3
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 0.91865234 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129028.4
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 0.88278809 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0114s; samplesPerSecond = 112322.1
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 0.89531250 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 126224.0
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 0.84348145 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0101s; samplesPerSecond = 126313.7
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 0.89335937 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128507.6
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 0.89326172 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129215.9
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 0.91171875 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130459.2
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 0.88632813 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 127589.2
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 1.00876465 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130004.7
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 0.84509277 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0112s; samplesPerSecond = 114645.0
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 0.90302734 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129799.0
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 0.95437012 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130424.6
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 0.95595703 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130649.6
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 0.86655273 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 128985.4
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 0.93212891 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130888.7
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 0.90114746 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130425.9
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 0.89167480 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130633.6
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 0.90686035 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130725.6
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 0.91027832 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0106s; samplesPerSecond = 121308.6
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 0.92783203 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129223.7
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 0.86474609 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130951.7
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 0.94104004 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130994.5
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 0.88298340 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128241.1
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 0.94047852 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128076.8
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 0.88898926 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130559.0
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 0.89394531 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130504.4
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 0.92644043 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129751.6
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 0.91096191 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0102s; samplesPerSecond = 125549.3
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 0.84677734 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 131056.2
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 0.88107910 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130360.8
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 0.87841797 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129494.4
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 0.93918457 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130644.2
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 0.93022461 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127670.6
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 0.90688477 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130852.6
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 0.89694824 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 0.90231934 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130616.2
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 0.94819336 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130281.2
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 0.96652832 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130505.7
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 0.98728027 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0101s; samplesPerSecond = 126957.7
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 0.92983398 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130919.5
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 0.92148438 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130363.5
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 0.91955566 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 127970.6
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 0.89086914 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131056.2
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 0.93605957 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 126889.7
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 0.90200195 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 131075.0
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 0.89035645 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130468.5
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 0.96655273 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129047.9
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 0.92812500 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 126870.8
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 0.93413086 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131252.4
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 0.97260742 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130908.8
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 0.90114746 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131045.5
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 0.95715332 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130756.3
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 0.92402344 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129332.1
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 0.91643066 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0097s; samplesPerSecond = 131354.8
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 0.95847168 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130656.2
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 0.89353027 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 131096.5
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 0.90913086 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130857.9
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 0.96352539 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130800.4
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 0.93679199 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 131138.1
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 0.96821289 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0097s; samplesPerSecond = 131311.7
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 0.86577148 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130920.8
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 0.89304199 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130824.5
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 0.90727539 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131010.6
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 0.90332031 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128390.3
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 0.92290039 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 131029.4
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 0.94003906 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130604.2
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 0.85964355 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 131003.9
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 0.90368652 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131065.6
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 0.91550293 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130321.0
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 0.87089844 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130852.6
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 0.91137695 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131012.0
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 0.88666992 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 128137.1
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 0.90180664 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130677.6
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 0.89099121 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 128373.6
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 0.87084961 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130811.1
01/16/2018 22:35:21:  Epoch[18 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 0.93747559 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131017.3
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 0.89123535 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127948.8
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 0.87316895 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0146s; samplesPerSecond = 87643.6
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 0.90466309 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131037.4
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 0.92138672 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130336.9
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 0.91748047 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130978.4
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 0.91586914 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130924.9
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 0.89235840 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130517.7
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 0.93059082 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130305.1
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 0.86125488 * 1280; EvalClassificationError = 0.26562500 * 1280; time = 0.0098s; samplesPerSecond = 131236.3
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 0.93937988 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130501.7
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 0.97587891 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130824.5
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 0.89736328 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 131163.7
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 0.87895508 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 129884.6
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 0.88957520 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 128808.9
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 0.97297363 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 131128.7
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 0.85629883 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0098s; samplesPerSecond = 130604.2
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 0.89653320 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130508.4
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 0.92983398 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129428.9
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 0.98991699 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130775.0
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 0.88376465 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130932.9
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 0.95004883 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 131050.9
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 0.88789063 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0101s; samplesPerSecond = 126986.6
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 0.90070801 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128289.9
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 0.91989746 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129073.9
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 0.87836914 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130737.6
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 0.90356445 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 131085.8
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 0.97607422 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 130101.1
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 0.95368652 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130950.3
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 0.85944824 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0098s; samplesPerSecond = 131072.3
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 0.89716797 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131014.6
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 0.91906738 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130469.8
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 0.93151855 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128550.2
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 0.90668945 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131171.7
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 0.90043945 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130995.9
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 0.88447266 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130979.8
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 0.93784180 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0097s; samplesPerSecond = 131322.5
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 0.91835937 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129438.1
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 0.96196289 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 127054.7
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 0.88801270 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130570.9
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 0.94121094 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129758.2
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 0.93779297 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 131140.8
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 0.91596680 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130625.6
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 0.90598145 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0101s; samplesPerSecond = 127040.8
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 0.92272949 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130829.8
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 0.88117676 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130870.0
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 0.89250488 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131007.9
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 0.98510742 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 131143.5
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 0.90898437 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130121.0
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 0.91340332 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0097s; samplesPerSecond = 131449.2
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 0.92700195 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130836.5
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 0.96396484 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 131230.9
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 0.86093750 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0099s; samplesPerSecond = 129392.3
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 0.88166504 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130950.3
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 0.88059082 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0104s; samplesPerSecond = 123486.6
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 0.94501953 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130824.5
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 0.93459473 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0156s; samplesPerSecond = 82241.1
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 0.90874023 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0102s; samplesPerSecond = 125436.1
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 0.92458496 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 128749.3
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 0.92692871 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130444.5
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 0.93652344 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129349.1
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 0.92197266 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129037.5
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 0.84946289 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130240.1
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 0.97097168 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0103s; samplesPerSecond = 124497.9
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 0.94230957 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129034.9
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 0.93613281 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130788.4
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 0.92407227 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129528.4
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 0.94655762 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127474.8
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 0.91621094 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130727.0
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 0.88007813 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130355.5
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 0.89528809 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130876.7
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 0.94196777 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 129611.1
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 0.91071777 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0102s; samplesPerSecond = 125867.8
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 0.86013184 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130081.3
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 0.93085938 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129049.2
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 0.91247559 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 129889.9
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 0.86333008 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130824.5
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 0.86660156 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0103s; samplesPerSecond = 123957.7
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 0.92836914 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130289.2
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 0.90507812 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130809.8
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 0.95175781 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 128990.6
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 0.90600586 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130624.2
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 0.89892578 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0102s; samplesPerSecond = 125771.3
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 0.96420898 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 129668.8
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 0.98115234 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130283.9
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 0.86577148 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128083.3
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 0.96103516 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130023.2
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 0.85395508 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 131083.1
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 0.89135742 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0101s; samplesPerSecond = 126237.7
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 0.92993164 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128582.5
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 0.91250000 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129885.9
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 0.93774414 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0101s; samplesPerSecond = 127335.3
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 0.92905273 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0101s; samplesPerSecond = 127194.9
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 0.89135742 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 128858.2
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 0.89101562 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130166.0
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 0.87363281 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130910.1
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 0.86069336 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0100s; samplesPerSecond = 128632.9
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 0.94472656 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0102s; samplesPerSecond = 125374.7
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 0.93442383 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130435.2
01/16/2018 22:35:22:  Epoch[18 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 0.87963867 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129882.0
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 0.94213867 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129893.9
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 0.92958984 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130693.6
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 0.92622070 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0102s; samplesPerSecond = 125404.1
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 0.92915039 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129774.0
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 0.97236328 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130433.9
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 0.97182617 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0101s; samplesPerSecond = 127259.4
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 0.89531250 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0103s; samplesPerSecond = 124650.6
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 0.93447266 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130614.9
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 0.91435547 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 127804.5
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 0.90131836 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 0.84873047 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0099s; samplesPerSecond = 129413.2
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 0.88632813 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 128776.5
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 0.90629883 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130610.9
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 0.87768555 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0104s; samplesPerSecond = 123614.2
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 0.85712891 * 1280; EvalClassificationError = 0.26562500 * 1280; time = 0.0098s; samplesPerSecond = 130601.6
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 0.87363281 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130552.3
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 0.93222656 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127733.0
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 0.92651367 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 127649.0
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 0.94965820 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130676.2
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 0.91342773 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 129963.8
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 0.96606445 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130781.7
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 0.87475586 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128363.3
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 0.92666016 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128096.1
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 0.92500000 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129885.9
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 0.87978516 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127633.7
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 0.97734375 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0101s; samplesPerSecond = 127216.3
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 0.88779297 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130589.6
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 0.87480469 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 127427.8
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 0.90605469 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130708.3
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 0.90146484 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130439.2
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 0.93774414 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129932.1
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 0.92187500 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 127370.8
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 0.96713867 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130548.3
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 0.95488281 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127808.3
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 0.92568359 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130532.3
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 0.94096680 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129609.8
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 0.94282227 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129200.3
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 0.89819336 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130713.6
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 0.83212891 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 128520.5
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 0.93764648 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127810.8
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 0.94404297 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130727.0
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 0.89990234 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129649.1
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 0.95463867 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130712.3
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 0.93256836 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130119.6
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 0.90009766 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127865.7
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 0.87226563 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130763.0
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 0.92558594 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 128886.7
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 0.87099609 * 1280; EvalClassificationError = 0.25546875 * 1280; time = 0.0099s; samplesPerSecond = 129165.1
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 0.93608398 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130732.3
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 0.90849609 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0101s; samplesPerSecond = 127181.0
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 0.92080078 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130617.6
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 0.91855469 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130664.2
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 0.89165039 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127789.1
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 0.88598633 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127929.6
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 0.92167969 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 0.91108398 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130074.7
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 0.88725586 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130892.7
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 1.03779297 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0101s; samplesPerSecond = 127092.6
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 0.90581055 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127609.5
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 0.88574219 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130708.3
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 0.89423828 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130228.2
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 0.92534180 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130404.7
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 0.92587891 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130598.9
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 0.90283203 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0102s; samplesPerSecond = 125201.7
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 0.89033203 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128019.2
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 0.89179688 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130360.8
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 0.91093750 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128392.9
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 0.94580078 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130464.5
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 0.88886719 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130616.2
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 0.93212891 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130205.7
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 0.93261719 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130525.7
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 0.89633789 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129737.2
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 0.91381836 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127764.9
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 0.93251953 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130248.1
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 0.93051758 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 128454.7
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 0.89169922 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127455.8
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 0.93203125 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130632.2
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 0.91269531 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 127416.4
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 0.93540039 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129169.0
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 0.88574219 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130537.7
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 0.91875000 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130208.3
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 0.88793945 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130673.6
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 0.93437500 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127640.1
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 0.98222656 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0100s; samplesPerSecond = 128039.7
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 0.90791016 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130359.5
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 0.89331055 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129245.9
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 0.93310547 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 128845.2
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 0.88847656 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130517.7
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 0.94018555 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 127016.9
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 0.94086914 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 128142.2
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 0.94335938 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130820.5
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 0.88310547 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0101s; samplesPerSecond = 126293.8
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 0.91381836 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130569.6
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 0.91469727 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 128842.6
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 0.89013672 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0101s; samplesPerSecond = 126511.0
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 0.90434570 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130622.9
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 0.95742187 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 129973.0
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 0.90136719 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0100s; samplesPerSecond = 127808.3
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 0.93461914 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130886.0
01/16/2018 22:35:23:  Epoch[18 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 0.91459961 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 128793.4
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 0.90336914 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129212.0
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 0.96054688 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130727.0
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 0.90957031 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128037.1
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 0.85263672 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130463.1
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 0.89921875 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130792.4
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 0.88559570 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128287.4
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 0.92104492 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130545.6
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 0.92709961 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0101s; samplesPerSecond = 126632.4
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 0.86875000 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0100s; samplesPerSecond = 127673.2
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 0.92524414 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130708.3
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 0.93115234 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130023.2
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 0.93784180 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129376.6
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 0.93549805 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130970.4
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 0.94497070 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0102s; samplesPerSecond = 125846.8
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 0.86791992 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0100s; samplesPerSecond = 127685.9
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 0.91176758 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130661.6
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 0.94218750 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128643.2
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 0.94702148 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128376.1
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 0.93168945 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129350.4
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 0.92700195 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130044.3
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 0.97954102 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130994.5
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 0.91445312 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130661.6
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 0.96987305 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 127557.4
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 0.86118164 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130325.0
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 0.95410156 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129756.9
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 0.93164062 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129182.0
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 0.88129883 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131217.5
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 0.99389648 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 129783.2
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 0.88203125 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130788.4
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 0.94428711 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131115.3
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 0.91464844 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131080.4
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 0.93867188 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 131068.3
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 0.93920898 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0102s; samplesPerSecond = 125791.1
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 0.87617188 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 130775.0
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 0.87026367 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130586.9
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 0.95727539 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130541.6
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 0.85800781 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130848.6
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 0.95366211 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130974.4
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 0.96811523 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 131096.5
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 0.90781250 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130831.2
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 0.95039063 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131120.7
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 0.94687500 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130936.9
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 0.90888672 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130755.0
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 0.94160156 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 128596.7
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 0.86059570 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130593.6
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 0.86923828 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0097s; samplesPerSecond = 131290.1
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 0.89384766 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130781.7
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 0.89086914 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130419.3
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 0.90034180 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130359.5
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 0.86059570 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130864.6
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 0.94716797 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130686.9
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 0.88081055 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130779.1
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 0.89843750 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 129317.7
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 0.90043945 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130871.3
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 0.90717773 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129901.8
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 0.91059570 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129774.0
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 0.93686523 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 131218.8
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 0.89311523 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130342.3
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 0.91464844 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130935.6
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 0.95541992 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 0.94360352 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130903.4
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 0.93134766 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 131056.2
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 0.89970703 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 131147.5
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 0.91914063 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128236.0
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 0.83369141 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0098s; samplesPerSecond = 130419.3
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 0.87768555 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129217.2
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 0.91577148 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 128871.2
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 0.92319336 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130851.2
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 0.86220703 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0100s; samplesPerSecond = 127948.8
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 0.93872070 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131135.4
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 0.89399414 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130800.4
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 0.89946289 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130804.4
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 0.90156250 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130875.3
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 0.91430664 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130348.9
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 0.94868164 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0101s; samplesPerSecond = 126874.6
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 0.89433594 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 131071.0
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 0.91728516 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129137.7
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 0.88613281 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 128785.6
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 0.89589844 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131060.3
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 0.89204102 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 131200.0
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 0.91191406 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 131221.5
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 0.89848633 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131072.3
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 0.88500977 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130420.6
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 0.88945312 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130488.4
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 0.85532227 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 128879.0
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 0.91132813 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131038.8
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 0.95512695 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 131014.6
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 0.95234375 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130997.2
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 0.91967773 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 128933.5
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 0.94970703 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0097s; samplesPerSecond = 131438.4
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 0.92636719 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130431.2
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 0.90112305 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130016.6
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 0.90683594 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129109.0
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 0.90747070 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0124s; samplesPerSecond = 103228.3
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 0.88476562 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129374.0
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 0.95268555 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128048.7
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 0.89589844 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127419.0
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 0.92138672 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130696.3
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 0.87871094 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 126909.8
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 0.86401367 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130761.7
01/16/2018 22:35:24:  Epoch[18 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 0.90136719 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0097s; samplesPerSecond = 131304.9
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 0.89487305 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130966.4
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 0.95356445 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0102s; samplesPerSecond = 125983.0
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 0.93032227 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130705.6
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 0.93261719 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130588.3
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 0.92817383 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 131264.5
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 0.91855469 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130753.7
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 0.90332031 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 128994.5
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 0.92231445 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 131253.8
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 0.92338867 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131139.5
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 0.97719727 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 131217.5
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 0.93618164 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 131105.9
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 0.92890625 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130789.7
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 0.93735352 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 128671.7
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 0.88198242 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130597.6
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 0.89335937 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128023.0
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 0.89267578 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130652.2
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 0.87651367 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130697.6
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 0.93906250 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0109s; samplesPerSecond = 116907.8
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 0.87680664 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0121s; samplesPerSecond = 106081.5
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 0.88471680 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130797.8
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 0.86757812 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130926.2
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 0.89238281 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0119s; samplesPerSecond = 107296.1
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 0.91225586 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129075.2
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 0.92573242 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128608.3
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 0.91093750 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0112s; samplesPerSecond = 114500.4
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 0.87646484 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130594.9
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 0.91459961 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 126222.8
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 0.87265625 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129124.7
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 0.92753906 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130668.2
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 0.88432617 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0100s; samplesPerSecond = 127554.8
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 0.93457031 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127482.4
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 0.90263672 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130404.7
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 0.90385742 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128069.2
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 0.90083008 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130148.8
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 0.90556641 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0160s; samplesPerSecond = 79779.1
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 0.93999023 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0101s; samplesPerSecond = 126204.1
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 0.88427734 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0110s; samplesPerSecond = 116131.4
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 0.84501953 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0127s; samplesPerSecond = 100560.9
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 0.89072266 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129791.1
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 0.84638672 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0103s; samplesPerSecond = 124415.6
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 0.90483398 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128097.4
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 0.88862305 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130756.3
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 0.83769531 * 1280; EvalClassificationError = 0.26406250 * 1280; time = 0.0100s; samplesPerSecond = 128548.9
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 0.89863281 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130057.5
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 0.93676758 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130551.0
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 0.91884766 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0101s; samplesPerSecond = 126567.3
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 0.91308594 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130661.6
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 0.87373047 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127964.2
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 0.91567383 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129858.3
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 0.90830078 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 128917.9
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 0.87744141 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0103s; samplesPerSecond = 124830.6
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 0.94858398 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129912.3
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 0.83955078 * 1280; EvalClassificationError = 0.26328125 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 0.91376953 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 128855.6
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 0.90493164 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127498.9
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 0.96328125 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130011.3
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 0.94653320 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130201.7
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 0.86879883 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130641.6
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 0.95151367 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130495.1
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 0.87578125 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128447.0
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 0.92377930 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130491.1
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 0.92797852 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 127284.7
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 0.94711914 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 130286.5
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 0.92363281 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130689.6
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 0.90170898 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 127386.0
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 0.88442383 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127920.7
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 0.87998047 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130824.5
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 0.87739258 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128096.1
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 0.91479492 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129563.8
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 0.93847656 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130620.2
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 0.89702148 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127556.1
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 0.92270508 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130696.3
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 0.90654297 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127876.0
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 0.98198242 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129265.5
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 0.87568359 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130436.6
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 0.87202148 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0102s; samplesPerSecond = 125710.8
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 0.86894531 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129726.7
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 0.89287109 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130949.0
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 0.94179687 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129874.1
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 0.86787109 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127683.3
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 0.91484375 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130396.7
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 0.88715820 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127904.1
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 1.01113281 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0100s; samplesPerSecond = 127697.4
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 0.95400391 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130547.0
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 1.02270508 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 130472.5
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 0.95146484 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130386.1
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 0.94365234 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0101s; samplesPerSecond = 126916.1
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 0.90019531 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 128773.9
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 0.93286133 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130682.9
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 0.93735352 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 127626.1
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 0.93574219 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0101s; samplesPerSecond = 126646.2
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 0.92685547 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130753.7
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 0.89887695 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 128211.5
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 0.89140625 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129232.9
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 0.89384766 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130605.6
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 0.87895508 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127904.1
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 0.89741211 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130677.6
01/16/2018 22:35:25:  Epoch[18 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 0.93657227 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 128623.8
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 0.93774414 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 128009.0
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 0.95385742 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130344.9
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 0.90463867 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0102s; samplesPerSecond = 124987.8
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 0.95268555 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128060.2
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 0.90297852 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130452.5
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 0.86865234 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0099s; samplesPerSecond = 129140.3
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 0.94370117 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128148.7
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 0.89780273 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130617.6
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 0.89404297 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130027.1
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 0.88486328 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129379.2
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 0.99301758 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130545.6
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 0.89213867 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129780.6
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 0.94804687 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130331.6
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 0.90224609 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0100s; samplesPerSecond = 128608.3
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 0.92539063 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0101s; samplesPerSecond = 127206.2
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 0.93911133 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130601.6
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 0.88476562 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 127530.7
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 0.93989258 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0101s; samplesPerSecond = 126383.6
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 0.98051758 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130576.3
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 0.93666992 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130274.6
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 0.94238281 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129657.0
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 0.88017578 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130489.7
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 0.96865234 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129495.7
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 0.91088867 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130857.9
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 0.90903320 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129235.5
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 0.88007813 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130050.9
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 0.92026367 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130656.2
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 0.95390625 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0103s; samplesPerSecond = 124424.1
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 0.96528320 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0100s; samplesPerSecond = 128564.4
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 0.88540039 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130531.0
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 0.96230469 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127671.9
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 0.90639648 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 127454.5
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 0.92602539 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130483.1
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 0.94604492 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 128676.8
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 0.96127930 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 131016.0
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 0.90766602 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 127091.3
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 0.95395508 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0103s; samplesPerSecond = 124264.6
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 0.93901367 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130872.7
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 0.98144531 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0101s; samplesPerSecond = 127178.4
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 0.93642578 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 129987.5
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 0.94624023 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130414.0
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 0.93256836 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127692.3
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 0.90341797 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 127845.3
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 0.92861328 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130720.3
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 0.89604492 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 128812.8
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 0.91889648 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128232.1
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 0.88593750 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130248.1
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 0.89682617 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129199.0
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 0.88208008 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130606.9
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 0.85527344 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 127793.0
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 0.93452148 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128025.6
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 0.87216797 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130224.2
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 0.93125000 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0103s; samplesPerSecond = 124501.5
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 0.88203125 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 128888.0
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 0.89091797 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130428.6
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 0.94550781 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129771.4
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 0.91157227 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 127368.3
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 0.86577148 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129838.5
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 0.95854492 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 128908.8
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 0.89902344 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0109s; samplesPerSecond = 117762.9
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 0.97880859 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130511.0
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 0.86113281 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0099s; samplesPerSecond = 129019.3
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 0.89370117 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130101.1
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 0.93349609 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0113s; samplesPerSecond = 112843.9
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 0.91855469 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 127813.4
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 0.93515625 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130622.9
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 0.88559570 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130710.9
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 0.88447266 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0100s; samplesPerSecond = 128472.8
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 0.95834961 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131174.4
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 0.88457031 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131020.0
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 0.85849609 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130862.0
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 0.95537109 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130545.6
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 0.93139648 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130864.6
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 0.89438477 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130483.1
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 0.92495117 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130507.0
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 0.93037109 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130680.3
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 0.87875977 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0097s; samplesPerSecond = 131290.1
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 0.90610352 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127740.7
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 0.90815430 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128134.5
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 0.82109375 * 1280; EvalClassificationError = 0.25625000 * 1280; time = 0.0098s; samplesPerSecond = 131017.3
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 0.96186523 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 127913.0
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 0.87011719 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 128998.4
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 0.97563477 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 131042.8
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 0.91240234 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130957.0
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 0.94985352 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131018.7
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 0.93339844 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130851.2
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 0.90356445 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130453.8
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 0.95175781 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130958.3
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 0.92065430 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 128785.6
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 0.87685547 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 131020.0
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 0.91582031 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131006.6
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 0.95034180 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129905.7
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 0.93305664 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130898.1
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 0.93154297 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131075.0
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 0.97778320 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 128881.5
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 0.93974609 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130938.3
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 0.86318359 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130797.8
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 0.91816406 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 128657.4
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 0.92670898 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130709.6
01/16/2018 22:35:26:  Epoch[18 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 0.90498047 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131217.5
01/16/2018 22:35:27:  Epoch[18 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 0.89833984 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131084.4
01/16/2018 22:35:27:  Epoch[18 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 0.90659180 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 131135.4
01/16/2018 22:35:27:  Epoch[18 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 0.89399414 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128409.6
01/16/2018 22:35:27:  Epoch[18 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 0.92578125 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130661.6
01/16/2018 22:35:27:  Epoch[18 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 0.86069336 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:35:27: Finished Epoch[18 of 25]: [Training] CrossEntropyWithSoftmax = 0.91296047 * 1124823; EvalClassificationError = 0.29754459 * 1124823; totalSamplesSeen = 20246814; learningRatePerSample = 0.00012207031; epochTime=8.99918s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:35:27: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.23439992 * 122487; perplexity = 3.43631585; EvalClassificationError = 0.38837591 * 122487
01/16/2018 22:35:27: Finished Epoch[18 of 25]: [Validate] CrossEntropyWithSoftmax = 1.23439992 * 122487; EvalClassificationError = 0.38837591 * 122487
01/16/2018 22:35:27: Loading (rolling back to) previous model with best training-criterion value: /tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.17.
ValidateSubNetwork: InvStdOfFeatures InvStdDev operation changed, from [792 x 1] to [792].ValidateSubNetwork: MeanOfFeatures Mean operation changed, from [792 x 1] to [792].ValidateSubNetwork: Prior Mean operation changed, from [183 x 1] to [183].01/16/2018 22:35:27: learnRatePerSample reduced to 6.1035156e-05
01/16/2018 22:35:27: SGD: revoke back to and update checkpoint file for epoch 17

01/16/2018 22:35:27: Starting Epoch 18: learning rate per sample = 0.000061  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 17: frames [19121991..20246814] (first utterance at frame 19121991), data subset 0 of 1, with 1 datapasses

01/16/2018 22:35:27: Starting minibatch loop.
01/16/2018 22:35:27:  Epoch[18 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 0.92616377 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0106s; samplesPerSecond = 121072.2
01/16/2018 22:35:27:  Epoch[18 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 0.89543848 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0103s; samplesPerSecond = 123834.2
01/16/2018 22:35:27:  Epoch[18 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 0.93140659 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129343.9
01/16/2018 22:35:27:  Epoch[18 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 0.88510113 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127580.3
01/16/2018 22:35:27:  Epoch[18 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 0.92639961 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129605.8
01/16/2018 22:35:27:  Epoch[18 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 0.88331223 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129457.7
01/16/2018 22:35:27:  Epoch[18 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 0.95337448 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0102s; samplesPerSecond = 125687.4
01/16/2018 22:35:27:  Epoch[18 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 0.94562912 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0104s; samplesPerSecond = 123302.2
01/16/2018 22:35:27:  Epoch[18 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 0.88574600 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130419.3
01/16/2018 22:35:27:  Epoch[18 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 0.85242386 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0118s; samplesPerSecond = 108130.9
01/16/2018 22:35:27:  Epoch[18 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 0.88924637 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129259.0
01/16/2018 22:35:27:  Epoch[18 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 0.94022446 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128220.5
01/16/2018 22:35:27:  Epoch[18 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 0.87902679 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130180.5
01/16/2018 22:35:27:  Epoch[18 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 0.97021637 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 128899.7
01/16/2018 22:35:27:  Epoch[18 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 0.87115555 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 127948.8
01/16/2018 22:35:27:  Epoch[18 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 0.88655853 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0102s; samplesPerSecond = 126077.3
01/16/2018 22:35:27:  Epoch[18 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 0.88965607 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 127179.7
01/16/2018 22:35:27:  Epoch[18 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 0.89035950 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130533.7
01/16/2018 22:35:27:  Epoch[18 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 0.93704681 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129286.4
01/16/2018 22:35:27:  Epoch[18 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 0.90298920 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128539.9
01/16/2018 22:35:27:  Epoch[18 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 0.93690491 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127525.6
01/16/2018 22:35:27:  Epoch[18 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 0.86599274 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130068.1
01/16/2018 22:35:27:  Epoch[18 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 0.83049316 * 1280; EvalClassificationError = 0.26328125 * 1280; time = 0.0100s; samplesPerSecond = 128559.2
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 0.95822144 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 128676.8
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 0.91958008 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130152.7
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 0.92764130 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0101s; samplesPerSecond = 126862.0
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 0.91242218 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128265.5
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 0.89088135 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130008.6
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 0.94096680 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129466.9
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 0.95433350 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127477.3
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 0.91608276 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 127202.4
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 0.92640076 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 127184.7
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 0.87955322 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129658.3
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 0.89386597 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 127434.2
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 0.90009766 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0101s; samplesPerSecond = 127153.2
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 0.89303284 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129664.9
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 0.90195313 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0103s; samplesPerSecond = 124775.8
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 0.88886414 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128551.5
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 0.95710144 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0109s; samplesPerSecond = 117238.7
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 0.96150513 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 127633.7
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 0.91695557 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0102s; samplesPerSecond = 125812.1
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 0.85797729 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130147.4
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 0.86336060 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0101s; samplesPerSecond = 127298.6
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 0.85269470 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0101s; samplesPerSecond = 126508.5
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 0.90481873 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130533.7
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 0.86972656 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0101s; samplesPerSecond = 126368.6
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 0.86598816 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0100s; samplesPerSecond = 128057.6
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 0.87372131 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130713.6
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 0.88261108 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 128973.8
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 0.94944763 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130521.7
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 0.94599304 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0102s; samplesPerSecond = 125614.6
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 0.90633850 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129771.4
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 0.91186829 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130682.9
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 0.87406616 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0099s; samplesPerSecond = 128954.3
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 0.88579407 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0111s; samplesPerSecond = 115147.3
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 0.89974365 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130851.2
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 0.95130920 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129766.1
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 0.89331055 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130080.0
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 0.90011597 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0108s; samplesPerSecond = 118955.8
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 0.90378418 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 127955.2
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 0.87449341 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0102s; samplesPerSecond = 125978.1
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 0.94402466 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130732.3
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 0.88541260 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129174.2
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 0.87283936 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128457.3
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 0.91290283 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130950.3
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 0.94927368 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128364.6
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 0.89226685 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 131005.3
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 0.92897949 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0101s; samplesPerSecond = 126735.2
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 0.93276978 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129626.8
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 0.93637695 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130986.5
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 0.92068481 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127855.5
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 0.91633911 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130485.8
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 0.91458740 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130777.7
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 0.97103882 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128425.1
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 0.95774536 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0101s; samplesPerSecond = 126755.3
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 0.90584717 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130961.0
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 0.90878906 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 128741.6
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 0.86622925 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130630.9
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 0.94094849 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0112s; samplesPerSecond = 114300.0
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 0.87897949 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0102s; samplesPerSecond = 125911.1
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 0.94487915 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128169.2
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 0.95825806 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 131045.5
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 0.92635498 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129680.7
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 0.96047363 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 0.94822998 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130580.3
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 0.93610229 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0102s; samplesPerSecond = 125913.6
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 0.90159302 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130986.5
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 0.91669312 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129571.7
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 0.83237915 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 128652.3
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 0.90783081 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130286.5
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 0.88890381 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127364.5
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 0.88314209 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130714.9
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 0.87629395 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130712.3
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 0.86267700 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130803.1
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 0.91417847 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131038.8
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 0.87277832 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0101s; samplesPerSecond = 127015.6
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 0.93858643 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130012.6
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 0.90530396 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131052.2
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 0.93219604 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129195.1
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 0.86968384 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130628.2
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 0.92874146 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 131013.3
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 0.93735352 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130954.3
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 0.89916992 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130363.5
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 0.90162964 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130971.7
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 0.95387573 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 128570.9
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 0.93261719 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 131135.4
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 0.94064941 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129169.0
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 0.94897461 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129051.8
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 0.88773804 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131084.4
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 0.87684326 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130581.6
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 0.95025635 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 127939.9
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 0.90542603 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130839.2
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 0.91387939 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130733.6
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 0.90339355 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130085.3
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 0.88214111 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0101s; samplesPerSecond = 127156.9
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 0.89190674 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128315.7
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 0.94158936 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130737.6
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 0.93156738 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 128572.1
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 0.87036133 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0101s; samplesPerSecond = 127143.1
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 0.88885498 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130979.8
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 0.92551270 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128426.4
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 0.92784424 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129195.1
01/16/2018 22:35:28:  Epoch[18 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 0.83920898 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130776.4
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 0.87457275 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130078.7
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 0.95544434 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127446.9
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 0.91074219 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130735.0
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 0.87973633 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 128821.9
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 0.92828369 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130564.3
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 0.91479492 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129015.4
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 0.94898682 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128112.7
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 0.88415527 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130177.9
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 0.88748779 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 127795.5
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 0.86132812 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129552.0
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 0.90307617 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130895.4
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 0.95872803 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130106.4
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 0.85402832 * 1280; EvalClassificationError = 0.26796875 * 1280; time = 0.0098s; samplesPerSecond = 131048.2
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 0.93166504 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130744.3
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 0.95767822 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 128910.1
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 0.95014648 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129917.6
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 0.84279785 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130457.8
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 0.90764160 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0124s; samplesPerSecond = 103542.3
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 0.90269775 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0108s; samplesPerSecond = 118510.8
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 0.86827393 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130160.7
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 0.87312012 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129705.6
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 0.88845215 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129776.6
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 0.93312988 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0110s; samplesPerSecond = 116607.5
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 0.98745117 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 129426.3
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 0.88212891 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129817.4
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 0.95677490 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129697.7
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 0.91508789 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0109s; samplesPerSecond = 117156.0
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 0.88765869 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129651.8
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 0.89611816 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 128600.6
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 0.87253418 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0120s; samplesPerSecond = 106772.5
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 0.93713379 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 128882.8
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 0.89832764 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0103s; samplesPerSecond = 124694.4
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 0.90571289 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0102s; samplesPerSecond = 125862.8
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 0.88137207 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129495.7
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 0.87613525 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0128s; samplesPerSecond = 100328.4
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 0.89468994 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128126.8
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 0.85511475 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 129478.6
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 0.83731689 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0129s; samplesPerSecond = 99193.3
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 0.94077148 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 128269.4
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 0.93218994 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129231.6
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 0.89938965 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129281.2
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 0.91060791 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0101s; samplesPerSecond = 127216.3
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 0.85345459 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0099s; samplesPerSecond = 129916.3
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 0.89034424 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0122s; samplesPerSecond = 104752.3
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 0.92552490 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129266.8
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 0.85795898 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0108s; samplesPerSecond = 118202.2
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 0.89665527 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127924.5
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 0.90186768 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126813.0
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 0.96077881 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129621.6
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 0.96024170 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129700.4
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 0.88123779 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 128076.8
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 0.93178711 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129236.8
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 0.89921875 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0100s; samplesPerSecond = 128183.3
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 0.84854736 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0099s; samplesPerSecond = 128645.8
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 0.85648193 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0106s; samplesPerSecond = 120684.1
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 0.96230469 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0104s; samplesPerSecond = 123634.5
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 0.87961426 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129286.4
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 0.92189941 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0129s; samplesPerSecond = 98895.2
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 0.91674805 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130539.0
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 0.94038086 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 128590.2
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 0.88322754 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0102s; samplesPerSecond = 125084.3
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 0.91810303 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 0.89692383 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130572.3
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 0.88295898 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130230.9
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 0.89776611 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130464.5
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 0.83892822 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0101s; samplesPerSecond = 126686.3
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 0.92236328 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 128998.4
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 0.86052246 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0098s; samplesPerSecond = 130618.9
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 0.89166260 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130632.2
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 0.93958740 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130604.2
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 0.93231201 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0103s; samplesPerSecond = 124823.2
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 0.96375732 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130343.6
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 0.92838135 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130138.2
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 0.93868408 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130069.4
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 0.88237305 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127771.3
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 0.93962402 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0113s; samplesPerSecond = 113471.2
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 0.98082275 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0110s; samplesPerSecond = 116566.0
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 0.89827881 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 0.99058838 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0119s; samplesPerSecond = 107344.7
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 0.93370361 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0102s; samplesPerSecond = 125285.1
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 0.92023926 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129917.6
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 0.91799316 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130756.3
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 0.86643066 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129514.0
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 0.89968262 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0100s; samplesPerSecond = 127590.4
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 0.85966797 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 127682.1
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 0.95043945 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0101s; samplesPerSecond = 127296.1
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 0.94785156 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0105s; samplesPerSecond = 121990.7
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 0.97049561 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0106s; samplesPerSecond = 120523.9
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 0.90683594 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0101s; samplesPerSecond = 126662.4
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 0.87907715 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0124s; samplesPerSecond = 103067.9
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 0.98020020 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130565.6
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 0.91644287 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130471.1
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 0.88950195 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0123s; samplesPerSecond = 104354.3
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 0.87065430 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0095s; samplesPerSecond = 134167.7
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 0.88857422 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130412.6
01/16/2018 22:35:29:  Epoch[18 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 0.92789307 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0131s; samplesPerSecond = 97506.0
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 0.89291992 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130384.7
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 0.91951904 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130888.7
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 1.00781250 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0116s; samplesPerSecond = 109967.5
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 0.86690674 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129922.9
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 0.95169678 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0120s; samplesPerSecond = 106516.7
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 0.92346191 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127824.9
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 0.91413574 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0108s; samplesPerSecond = 118551.4
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 0.90837402 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0118s; samplesPerSecond = 108236.1
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 0.88432617 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130689.6
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 0.95529785 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0099s; samplesPerSecond = 129642.6
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 0.90642090 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0098s; samplesPerSecond = 130653.6
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 0.92153320 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0112s; samplesPerSecond = 114585.5
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 0.88051758 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129809.5
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 0.92004395 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0119s; samplesPerSecond = 107629.0
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 0.93581543 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130828.5
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 0.95861816 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130238.8
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 0.89086914 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0122s; samplesPerSecond = 104754.0
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 0.90507812 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130692.3
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 0.89030762 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0131s; samplesPerSecond = 97413.2
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 0.89238281 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129772.7
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 0.89577637 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130598.9
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 0.90585938 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0128s; samplesPerSecond = 100020.3
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 0.96660156 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130302.4
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 0.89860840 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130329.0
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 0.94196777 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0129s; samplesPerSecond = 99603.1
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 0.93950195 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 128980.2
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 0.90959473 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 128682.0
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 0.85734863 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130318.4
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 0.94396973 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130886.0
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 0.91491699 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128133.3
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 0.87497559 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130614.9
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 0.91784668 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130744.3
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 0.93632812 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130581.6
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 0.90417480 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0110s; samplesPerSecond = 116582.0
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 0.88205566 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129596.6
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 0.89426270 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130888.7
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 0.92553711 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127453.2
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 0.92041016 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0111s; samplesPerSecond = 115142.1
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 0.84599609 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130633.6
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 0.92434082 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130669.6
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 0.94157715 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129940.0
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 0.90727539 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130628.2
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 0.92709961 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130841.9
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 0.91606445 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 128895.8
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 0.94401855 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0105s; samplesPerSecond = 121896.6
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 0.94838867 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 127490.0
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 0.92832031 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130700.3
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 0.89055176 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130577.6
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 0.91525879 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130828.5
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 0.92219238 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130629.6
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 0.86691895 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0102s; samplesPerSecond = 125770.1
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 0.94270020 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130765.7
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 0.89902344 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 0.90878906 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130236.2
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 0.94406738 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0101s; samplesPerSecond = 126253.9
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 0.94892578 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130732.3
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 0.89396973 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0101s; samplesPerSecond = 126938.8
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 0.89162598 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0110s; samplesPerSecond = 116301.3
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 0.89357910 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130592.3
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 0.87170410 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 0.92163086 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129042.7
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 0.87932129 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130700.3
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 0.90827637 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0122s; samplesPerSecond = 104925.8
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 0.86079102 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130640.2
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 0.91564941 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0105s; samplesPerSecond = 122066.4
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 0.89721680 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0122s; samplesPerSecond = 104599.9
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 0.88520508 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 127663.0
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 0.90839844 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130640.2
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 0.93325195 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0106s; samplesPerSecond = 121201.8
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 0.88288574 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 127964.2
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 0.94345703 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130602.9
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 0.90947266 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129498.3
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 0.93669434 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130463.1
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 0.97282715 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 129370.0
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 0.94277344 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0100s; samplesPerSecond = 128119.2
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 0.87827148 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130540.3
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 0.90983887 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130975.8
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 0.97309570 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129400.1
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 0.89948730 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130765.7
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 0.90810547 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127537.0
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 0.91677246 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130565.6
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 0.88105469 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130880.7
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 0.89323730 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130216.3
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 0.84167480 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 129746.4
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 0.89199219 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130608.2
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 0.89238281 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127937.3
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 0.91035156 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130432.6
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 0.88598633 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130772.4
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 1.00676270 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0100s; samplesPerSecond = 128385.2
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 0.84362793 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130273.3
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 0.90070801 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 127652.8
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 0.95246582 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130433.9
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 0.95456543 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130870.0
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 0.86516113 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0100s; samplesPerSecond = 128215.4
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 0.93122559 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 128780.4
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 0.90036621 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130700.3
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 0.89064941 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130610.9
01/16/2018 22:35:30:  Epoch[18 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 0.90666504 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130677.6
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 0.90903320 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 129962.4
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 0.92724609 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128368.4
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 0.86296387 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130600.3
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 0.93937988 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130547.0
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 0.88144531 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 127610.8
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 0.93959961 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129846.4
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 0.88850098 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0120s; samplesPerSecond = 106421.9
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 0.89257812 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130608.2
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 0.92519531 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130959.7
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 0.90876465 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130569.6
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 0.84506836 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0106s; samplesPerSecond = 120404.9
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 0.87985840 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130508.4
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 0.87619629 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 127479.9
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 0.93801270 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127982.1
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 0.92873535 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130954.3
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 0.90625000 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0121s; samplesPerSecond = 105390.6
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 0.89589844 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 128827.1
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 0.90065918 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0120s; samplesPerSecond = 106467.0
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 0.94580078 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0107s; samplesPerSecond = 119854.7
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 0.96582031 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 128161.5
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 0.98461914 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0119s; samplesPerSecond = 107509.7
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 0.92758789 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 127873.4
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 0.92004395 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0102s; samplesPerSecond = 125996.7
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 0.91850586 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0123s; samplesPerSecond = 104327.1
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 0.88923340 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0106s; samplesPerSecond = 121127.2
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 0.93588867 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0101s; samplesPerSecond = 126205.4
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 0.90134277 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0099s; samplesPerSecond = 129862.2
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 0.88813477 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 0.96564941 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0103s; samplesPerSecond = 124264.6
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 0.92707520 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127778.9
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 0.93273926 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130725.6
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 0.97062988 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130735.0
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 0.90048828 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130597.6
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 0.95610352 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130364.8
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 0.92221680 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 127278.3
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 0.91604004 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130524.3
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 0.95712891 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0104s; samplesPerSecond = 123601.0
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 0.89323730 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129274.6
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 0.90754395 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129092.1
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 0.96157227 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130581.6
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 0.93530273 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 128555.4
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 0.96591797 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 128718.2
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 0.86472168 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130433.9
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 0.89108887 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 129887.3
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 0.90607910 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127430.4
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 0.90283203 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 127556.1
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 0.92082520 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130378.1
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 0.93759766 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129527.1
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 0.85793457 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130253.4
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 0.90261230 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 129979.6
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 0.91462402 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0102s; samplesPerSecond = 125352.6
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 0.86872559 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130330.3
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 0.90935059 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130049.6
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 0.88464355 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0108s; samplesPerSecond = 118173.8
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 0.90002441 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129376.6
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 0.88984375 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130779.1
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 0.86923828 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130788.4
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 0.93615723 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130649.6
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 0.88996582 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 127572.6
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 0.87163086 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130431.2
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 0.90371094 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 0.91940918 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129110.3
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 0.91594238 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129515.3
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 0.91496582 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130241.5
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 0.89145508 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130512.4
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 0.92897949 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129645.2
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 0.85983887 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0098s; samplesPerSecond = 130396.7
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 0.93781738 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 129583.5
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 0.97316895 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130594.9
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 0.89606934 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0101s; samplesPerSecond = 126744.0
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 0.87673340 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0099s; samplesPerSecond = 129569.1
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 0.88828125 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129545.5
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 0.97221680 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 128745.4
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 0.85432129 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0100s; samplesPerSecond = 127389.8
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 0.89489746 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129063.5
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 0.92807617 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128476.6
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 0.98930664 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130489.7
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 0.88190918 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130876.7
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 0.94782715 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 128679.4
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 0.88696289 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0099s; samplesPerSecond = 129700.4
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 0.89904785 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130820.5
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 0.91882324 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129561.2
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 0.87612305 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 130890.1
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 0.90209961 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0108s; samplesPerSecond = 118919.3
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 0.97521973 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 130592.3
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 0.95234375 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0122s; samplesPerSecond = 104748.9
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 0.85905762 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0100s; samplesPerSecond = 127772.6
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 0.89509277 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0104s; samplesPerSecond = 123329.5
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 0.91748047 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0124s; samplesPerSecond = 103174.2
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 0.93085938 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130886.0
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 0.90529785 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129867.5
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 0.89787598 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0118s; samplesPerSecond = 108194.0
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 0.88332520 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130949.0
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 0.93664551 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0108s; samplesPerSecond = 118209.9
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 0.91687012 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130396.7
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 0.96005859 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130614.9
01/16/2018 22:35:31:  Epoch[18 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 0.88571777 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129520.6
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 0.93889160 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0106s; samplesPerSecond = 121292.5
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 0.93625488 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130801.8
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 0.91372070 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 129136.4
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 0.90451660 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0130s; samplesPerSecond = 98146.0
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 0.92111816 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130743.0
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 0.88020020 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0121s; samplesPerSecond = 105795.6
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 0.89125977 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128316.9
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 0.98266602 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130737.6
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 0.90673828 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0119s; samplesPerSecond = 107184.7
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 0.91120605 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129519.3
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 0.92604980 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0105s; samplesPerSecond = 122196.9
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 0.96186523 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0138s; samplesPerSecond = 92659.6
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 0.85969238 * 1280; EvalClassificationError = 0.26796875 * 1280; time = 0.0100s; samplesPerSecond = 127701.2
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 0.88024902 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0111s; samplesPerSecond = 115140.0
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 0.87978516 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0101s; samplesPerSecond = 126628.6
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 0.94365234 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130017.9
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 0.93356934 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0124s; samplesPerSecond = 103629.5
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 0.90688477 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0105s; samplesPerSecond = 121337.4
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 0.92124023 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0106s; samplesPerSecond = 120199.1
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 0.92583008 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0119s; samplesPerSecond = 107616.4
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 0.93483887 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0101s; samplesPerSecond = 126517.2
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 0.91977539 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0106s; samplesPerSecond = 121227.0
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 0.84870605 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130091.9
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 0.96845703 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0099s; samplesPerSecond = 129793.7
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 0.94113770 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130424.6
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 0.93339844 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0101s; samplesPerSecond = 126931.2
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 0.92243652 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0105s; samplesPerSecond = 122223.7
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 0.94462891 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130835.2
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 0.91389160 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130184.5
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 0.87766113 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130099.8
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 0.89311523 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0101s; samplesPerSecond = 126148.1
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 0.94060059 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130892.7
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 0.90915527 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130702.9
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 0.85905762 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0099s; samplesPerSecond = 129244.6
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 0.92971191 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129294.2
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 0.91049805 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 129423.7
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 0.86264648 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0109s; samplesPerSecond = 117871.3
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 0.86459961 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0099s; samplesPerSecond = 128695.0
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 0.92626953 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0110s; samplesPerSecond = 116514.0
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 0.90273437 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130115.7
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 0.95029297 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129942.6
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 0.90434570 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130733.6
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 0.89682617 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0121s; samplesPerSecond = 105780.8
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 0.96210938 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 127521.8
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 0.97954102 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130437.9
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 0.86352539 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0121s; samplesPerSecond = 105787.7
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 0.95869141 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0106s; samplesPerSecond = 120837.9
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 0.85166016 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0098s; samplesPerSecond = 130857.9
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 0.88945312 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130132.9
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 0.92905273 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129209.4
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 0.91132813 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130760.4
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 0.93623047 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129849.1
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 0.92670898 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130662.9
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 0.88886719 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130527.0
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 0.88847656 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0104s; samplesPerSecond = 122797.1
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 0.87202148 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130118.3
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 0.85922852 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0099s; samplesPerSecond = 129661.0
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 0.94335938 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0132s; samplesPerSecond = 96886.0
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 0.93310547 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0108s; samplesPerSecond = 118437.4
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 0.87763672 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130455.2
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 0.93994141 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0102s; samplesPerSecond = 125001.2
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 0.92812500 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 129533.7
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 0.92563477 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130473.8
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 0.92690430 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130634.9
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 0.97109375 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 0.96967773 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 127548.5
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 0.89370117 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0124s; samplesPerSecond = 103477.0
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 0.93305664 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130553.6
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 0.91250000 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0121s; samplesPerSecond = 105523.5
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 0.89980469 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 126878.4
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 0.84746094 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130702.9
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 0.88549805 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0119s; samplesPerSecond = 107369.9
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 0.90498047 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0107s; samplesPerSecond = 119636.2
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 0.87568359 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 127692.3
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 0.85610352 * 1280; EvalClassificationError = 0.26562500 * 1280; time = 0.0098s; samplesPerSecond = 130593.6
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 0.87231445 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130402.0
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 0.93027344 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0107s; samplesPerSecond = 119773.9
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 0.92460937 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130872.7
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 0.94892578 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130322.3
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 0.91230469 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130843.2
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 0.96547852 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0121s; samplesPerSecond = 105859.5
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 0.87319336 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129838.5
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 0.92646484 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130278.6
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 0.92309570 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130625.6
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 0.87753906 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129633.4
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 0.97543945 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0099s; samplesPerSecond = 129697.7
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 0.88681641 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0119s; samplesPerSecond = 107387.1
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 0.87421875 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130144.8
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 0.90415039 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0126s; samplesPerSecond = 101440.0
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 0.89965820 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130043.0
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 0.93588867 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129519.3
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 0.92045898 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0118s; samplesPerSecond = 108355.2
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 0.96552734 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130484.4
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 0.95351562 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127722.8
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 0.92475586 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 128665.2
01/16/2018 22:35:32:  Epoch[18 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 0.94033203 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0107s; samplesPerSecond = 120040.1
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 0.93994141 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129557.3
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 0.89604492 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0101s; samplesPerSecond = 126950.1
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 0.83007812 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130411.3
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 0.93530273 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129489.1
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 0.94277344 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0121s; samplesPerSecond = 106060.4
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 0.89785156 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130327.7
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 0.95322266 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129596.6
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 0.93120117 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0119s; samplesPerSecond = 107545.9
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 0.89746094 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130648.2
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 0.87050781 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130588.3
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 0.92373047 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0112s; samplesPerSecond = 114665.5
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 0.86977539 * 1280; EvalClassificationError = 0.25156250 * 1280; time = 0.0107s; samplesPerSecond = 119805.3
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 0.93452148 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0123s; samplesPerSecond = 104402.9
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 0.90781250 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 127600.6
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 0.91948242 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129359.6
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 0.91596680 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129843.8
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 0.88999023 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129875.4
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 0.88491211 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130835.2
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 0.91958008 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0128s; samplesPerSecond = 100290.7
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 0.90917969 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130375.4
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 0.88569336 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0101s; samplesPerSecond = 126331.2
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 1.03579102 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0125s; samplesPerSecond = 102027.8
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 0.90361328 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0101s; samplesPerSecond = 127010.6
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 0.88403320 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129774.0
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 0.89194336 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130527.0
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 0.92338867 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 127004.3
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 0.92402344 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130589.6
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 0.90039062 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0122s; samplesPerSecond = 105348.9
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 0.88833008 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130421.9
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 0.89042969 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0104s; samplesPerSecond = 122523.2
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 0.90996094 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130136.8
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 0.94438477 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130600.3
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 0.88701172 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130336.9
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 0.93061523 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129747.7
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 0.93100586 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 128673.0
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 0.89453125 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 128657.4
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 0.91186523 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0102s; samplesPerSecond = 125911.1
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 0.93085938 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 128643.2
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 0.92851562 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130056.2
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 0.88930664 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128418.6
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 0.93037109 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129054.4
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 0.91152344 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130456.5
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 0.93310547 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128014.1
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 0.88417969 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130322.3
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 0.91777344 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130614.9
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 0.88691406 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0101s; samplesPerSecond = 126731.4
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 0.93325195 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130817.8
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 0.97846680 * 1280; EvalClassificationError = 0.33828125 * 1280; time = 0.0100s; samplesPerSecond = 127656.6
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 0.90600586 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130407.3
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 0.89130859 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130249.4
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 0.93164062 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0102s; samplesPerSecond = 124958.5
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 0.88642578 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130408.6
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 0.93774414 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130714.9
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 0.93886719 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130268.0
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 0.94282227 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130074.7
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 0.88081055 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130757.7
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 0.91147461 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129578.3
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 0.91293945 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130543.0
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 0.88833008 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130087.9
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 0.90356445 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130056.2
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 0.95498047 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130083.9
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 0.90019531 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0101s; samplesPerSecond = 126113.3
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 0.93300781 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 129978.3
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 0.91274414 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 131097.8
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 0.90156250 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 128855.6
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 0.95908203 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130338.3
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 0.90791016 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 0.85161133 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0101s; samplesPerSecond = 126295.0
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 0.89663086 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130776.4
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 0.88432617 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129850.4
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 0.91791992 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 128463.8
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 0.92519531 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130391.4
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 0.86713867 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0102s; samplesPerSecond = 125448.4
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 0.92373047 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130789.7
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 0.92929688 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0121s; samplesPerSecond = 105549.6
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 0.93637695 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129029.7
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 0.93388672 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127405.0
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 0.94355469 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130433.9
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 0.86528320 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0109s; samplesPerSecond = 117259.1
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 0.90986328 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130056.2
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 0.94091797 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0122s; samplesPerSecond = 105085.1
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 0.94516602 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130696.3
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 0.92924805 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130601.6
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 0.92475586 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0124s; samplesPerSecond = 103522.2
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 0.97783203 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130604.2
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 0.91225586 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129871.4
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 0.96835938 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0119s; samplesPerSecond = 107265.6
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 0.85917969 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130606.9
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 0.95097656 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0105s; samplesPerSecond = 122229.5
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 0.92944336 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129118.2
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 0.87919922 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130708.3
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 0.99306641 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0119s; samplesPerSecond = 107299.7
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 0.88120117 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130698.9
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 0.94287109 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130664.2
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 0.91293945 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0121s; samplesPerSecond = 105478.3
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 0.93691406 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0100s; samplesPerSecond = 127708.8
01/16/2018 22:35:33:  Epoch[18 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 0.93701172 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130719.0
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 0.87377930 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0132s; samplesPerSecond = 97057.9
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 0.86787109 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129350.4
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 0.95600586 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130673.6
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 0.85634766 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130588.3
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 0.95151367 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130199.1
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 0.96684570 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130835.2
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 0.90610352 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0122s; samplesPerSecond = 104759.2
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 0.94848633 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130604.2
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 0.94438477 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128520.5
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 0.90600586 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0111s; samplesPerSecond = 115148.3
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 0.94038086 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0117s; samplesPerSecond = 109092.1
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 0.85883789 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129184.6
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 0.86684570 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130694.9
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 0.89101562 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128396.7
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 0.88955078 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130735.0
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 0.89916992 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130694.9
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 0.85976562 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0100s; samplesPerSecond = 128025.6
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 0.94399414 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130680.3
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 0.87851563 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0145s; samplesPerSecond = 88508.4
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 0.89599609 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 129876.7
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 0.89809570 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128345.2
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 0.90595703 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130613.6
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 0.90786133 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128161.5
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 0.93452148 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128328.5
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 0.89091797 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130383.4
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 0.91308594 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129260.3
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 0.95415039 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130882.0
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 0.94130859 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129109.0
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 0.92973633 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130233.5
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 0.89726562 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130364.8
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 0.91669922 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 127274.5
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 0.83056641 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0099s; samplesPerSecond = 129050.5
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 0.87636719 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130290.5
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 0.91459961 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129847.7
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 0.92075195 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130634.9
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 0.85986328 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0099s; samplesPerSecond = 128851.7
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 0.93706055 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 126918.7
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 0.89208984 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130624.2
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 0.89790039 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129422.4
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 0.89868164 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130293.2
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 0.91196289 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130720.3
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 0.94682617 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0102s; samplesPerSecond = 125502.5
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 0.89238281 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129785.9
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 0.91464844 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130241.5
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 0.88476562 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129633.4
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 0.89477539 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 127291.0
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 0.88950195 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130541.6
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 0.91054687 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130334.3
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 0.89677734 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130837.9
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 0.88325195 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 129940.0
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 0.88764648 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 127831.3
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 0.85380859 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130700.3
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 0.90869141 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129300.8
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 0.95283203 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129062.2
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 0.95034180 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130658.9
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 0.91787109 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0103s; samplesPerSecond = 123943.3
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 0.94785156 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130068.1
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 0.92514648 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130652.2
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 0.89843750 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129149.4
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 0.90483398 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130753.7
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 0.90722656 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127641.3
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 0.88339844 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 127628.6
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 0.95004883 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 128919.2
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 0.89418945 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 128846.5
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 0.91914063 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130358.2
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 0.87705078 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130927.5
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 0.86269531 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0101s; samplesPerSecond = 126256.4
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 0.89902344 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126544.7
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 0.89306641 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130783.1
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 0.95126953 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 128732.5
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 0.92885742 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129142.9
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 0.93144531 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130743.0
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 0.92622070 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0101s; samplesPerSecond = 127086.2
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 0.91650391 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130880.7
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 0.90190430 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129549.4
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 0.92119141 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127544.7
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 0.92192383 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129400.1
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 0.97446289 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130114.4
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 0.93442383 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130054.9
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 0.92690430 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130612.2
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 0.93666992 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 127103.9
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 0.88007813 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129219.8
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 0.89169922 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130813.8
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 0.89042969 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129518.0
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 0.87480469 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130642.9
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 0.93632812 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 127469.7
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 0.87529297 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0100s; samplesPerSecond = 127859.4
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 0.88295898 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130588.3
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 0.86596680 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 126473.5
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 0.89042969 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0100s; samplesPerSecond = 127468.5
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 0.90947266 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129843.8
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 0.92373047 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 126764.1
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 0.90849609 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 127521.8
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 0.87436523 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130867.3
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 0.91333008 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130057.5
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 0.87133789 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130417.9
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 0.92661133 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129569.1
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 0.88305664 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0100s; samplesPerSecond = 127756.0
01/16/2018 22:35:34:  Epoch[18 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 0.93237305 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130616.2
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 0.90190430 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129904.4
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 0.90146484 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0102s; samplesPerSecond = 125876.5
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 0.89848633 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130628.2
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 0.90361328 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0109s; samplesPerSecond = 117810.6
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 0.93793945 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129872.8
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 0.88383789 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130472.5
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 0.84335938 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 126912.4
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 0.88813477 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127896.4
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 0.84423828 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130423.3
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 0.90229492 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129801.6
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 0.88740234 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130226.9
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 0.83544922 * 1280; EvalClassificationError = 0.26250000 * 1280; time = 0.0098s; samplesPerSecond = 130293.2
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 0.89677734 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0102s; samplesPerSecond = 125519.7
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 0.93442383 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 129976.9
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 0.91728516 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 128570.9
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 0.90986328 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 126776.6
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 0.87241211 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130732.3
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 0.91459961 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 127160.7
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 0.90537109 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 127969.3
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 0.87578125 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130748.3
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 0.94599609 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129834.6
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 0.83671875 * 1280; EvalClassificationError = 0.26562500 * 1280; time = 0.0100s; samplesPerSecond = 128147.4
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 0.91142578 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130799.1
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 0.90322266 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126792.9
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 0.96123047 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 128831.0
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 0.94453125 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130696.3
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 0.86591797 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 127042.1
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 0.94931641 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130792.4
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 0.87363281 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130994.5
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 0.92177734 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130130.2
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 0.92602539 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130144.8
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 0.94638672 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0100s; samplesPerSecond = 127794.3
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 0.92109375 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 128315.7
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 0.89970703 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130274.6
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 0.88320312 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129720.1
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 0.87846680 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130113.0
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 0.87666016 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130698.9
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 0.91323242 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0103s; samplesPerSecond = 124444.6
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 0.93750000 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130669.6
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 0.89633789 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129764.8
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 0.92006836 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129206.8
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 0.90415039 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130326.3
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 0.98041992 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0102s; samplesPerSecond = 125755.3
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 0.87426758 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129323.0
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 0.87016602 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130725.6
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 0.86699219 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 127405.0
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 0.89145508 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 127928.4
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 0.93999023 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130640.2
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 0.86513672 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129785.9
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 0.91210938 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130421.9
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 0.88652344 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 127254.3
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 1.00961914 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0102s; samplesPerSecond = 125876.5
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 0.95117188 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130503.0
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 1.01953125 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0099s; samplesPerSecond = 128728.6
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 0.94912109 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130138.2
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 0.94121094 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130204.4
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 0.89775391 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0102s; samplesPerSecond = 125992.9
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 0.93261719 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127791.7
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 0.93520508 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130724.3
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 0.93393555 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0105s; samplesPerSecond = 122397.9
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 0.92456055 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129801.6
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 0.89692383 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130908.8
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 0.89082031 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127747.1
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 0.89169922 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130823.2
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 0.87714844 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127782.8
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 0.89492187 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129874.1
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 0.93422852 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130819.2
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 0.93535156 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 126462.2
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 0.95253906 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0101s; samplesPerSecond = 127183.5
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 0.90195313 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130536.3
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 0.95146484 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129655.7
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 0.90092773 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0102s; samplesPerSecond = 125955.7
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 0.86718750 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130713.6
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 0.94204102 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 129965.1
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 0.89619141 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130662.9
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 0.89130859 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130906.1
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 0.88247070 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0101s; samplesPerSecond = 127256.8
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 0.99077148 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130222.9
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 0.89008789 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129932.1
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 0.94663086 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130154.0
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 0.90014648 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130875.3
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 0.92309570 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129704.3
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 0.93652344 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130122.3
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 0.88330078 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130310.4
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 0.93754883 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 128868.6
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 0.97851562 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0100s; samplesPerSecond = 128314.4
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 0.93535156 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130529.7
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 0.94169922 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129046.6
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 0.87910156 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130835.2
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 0.96787109 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130180.5
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 0.90874023 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129820.1
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 0.90703125 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129608.4
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 0.87749023 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129834.6
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 0.91923828 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130459.2
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 0.95175781 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130363.5
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 0.96352539 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0100s; samplesPerSecond = 128583.8
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 0.88266602 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129436.7
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 0.95996094 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128298.9
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 0.90498047 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 129255.1
01/16/2018 22:35:35:  Epoch[18 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 0.92348633 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130315.7
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 0.94389648 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129945.3
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 0.95878906 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 127587.9
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 0.90551758 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130633.6
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 0.95180664 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129199.0
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 0.93613281 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127556.1
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 0.97905273 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130841.9
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 0.93505859 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130028.4
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 0.94389648 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130789.7
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 0.93012695 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130974.4
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 0.90224609 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 128942.6
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 0.92622070 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130050.9
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 0.89458008 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129596.6
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 0.91674805 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 126428.5
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 0.88408203 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130681.6
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 0.89516602 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128134.5
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 0.87988281 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 129831.9
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 0.85273438 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130819.2
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 0.93129883 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 126559.8
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 0.87006836 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0099s; samplesPerSecond = 128988.0
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 0.92885742 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130779.1
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 0.88051758 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 129767.4
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 0.88891602 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130584.3
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 0.94365234 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 127179.7
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 0.91005859 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 127945.0
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 0.86342773 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130714.9
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 0.95664063 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 129833.2
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 0.89658203 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0103s; samplesPerSecond = 124600.9
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 0.97636719 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130574.9
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 0.85957031 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0098s; samplesPerSecond = 130073.4
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 0.89160156 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130070.7
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 0.93198242 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130293.2
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 0.91733398 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0103s; samplesPerSecond = 124257.4
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 0.93320313 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129928.1
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 0.88354492 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130520.3
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 0.88242188 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 129703.0
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 0.95664063 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130499.1
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 0.88247070 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128459.9
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 0.85581055 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0105s; samplesPerSecond = 122373.3
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 0.95361328 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130919.5
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 0.92856445 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130066.8
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 0.89306641 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 129277.3
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 0.92343750 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130060.2
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 0.92817383 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 127474.8
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 0.87661133 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0101s; samplesPerSecond = 127187.3
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 0.90488281 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130493.7
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 0.90629883 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 129988.8
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 0.81850586 * 1280; EvalClassificationError = 0.25546875 * 1280; time = 0.0098s; samplesPerSecond = 130605.6
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 0.95947266 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0103s; samplesPerSecond = 123915.7
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 0.86928711 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0099s; samplesPerSecond = 129738.5
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 0.97348633 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130121.0
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 0.90986328 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127593.0
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 0.94741211 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128093.5
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 0.93139648 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130656.2
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 0.90214844 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129704.3
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 0.94926758 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130128.9
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 0.91918945 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0160s; samplesPerSecond = 80191.5
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 0.87387695 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130370.1
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 0.91450195 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 128885.4
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 0.94858398 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130501.7
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 0.93061523 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0133s; samplesPerSecond = 96074.5
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 0.92944336 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0135s; samplesPerSecond = 95076.8
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 0.97626953 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0103s; samplesPerSecond = 124767.3
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 0.93798828 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129553.3
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 0.86113281 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130269.3
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 0.91650391 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129285.1
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 0.92446289 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130431.2
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 0.90312500 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0124s; samplesPerSecond = 103309.1
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 0.89667969 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128005.1
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 0.90473633 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0137s; samplesPerSecond = 93766.7
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 0.89257812 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130612.2
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 0.92392578 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129473.4
01/16/2018 22:35:36:  Epoch[18 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 0.85820312 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130670.9
01/16/2018 22:35:36: Finished Epoch[18 of 25]: [Training] CrossEntropyWithSoftmax = 0.91146168 * 1124823; EvalClassificationError = 0.29695161 * 1124823; totalSamplesSeen = 20246814; learningRatePerSample = 6.1035156e-05; epochTime=9.00028s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:35:37: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.23372026 * 122487; perplexity = 3.43398112; EvalClassificationError = 0.38834325 * 122487
01/16/2018 22:35:37: Finished Epoch[18 of 25]: [Validate] CrossEntropyWithSoftmax = 1.23372026 * 122487; EvalClassificationError = 0.38834325 * 122487
01/16/2018 22:35:37: Loading (rolling back to) previous model with best training-criterion value: /tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.17.
ValidateSubNetwork: InvStdOfFeatures InvStdDev operation changed, from [792 x 1] to [792].ValidateSubNetwork: MeanOfFeatures Mean operation changed, from [792 x 1] to [792].ValidateSubNetwork: Prior Mean operation changed, from [183 x 1] to [183].01/16/2018 22:35:37: learnRatePerSample reduced to 3.0517578e-05
01/16/2018 22:35:37: SGD: revoke back to and update checkpoint file for epoch 17

01/16/2018 22:35:37: Starting Epoch 18: learning rate per sample = 0.000031  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 17: frames [19121991..20246814] (first utterance at frame 19121991), data subset 0 of 1, with 1 datapasses

01/16/2018 22:35:37: Starting minibatch loop.
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 0.92617483 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0102s; samplesPerSecond = 125937.1
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 0.89545240 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130523.0
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 0.93150482 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0122s; samplesPerSecond = 105032.5
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 0.88519306 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130883.4
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 0.92677841 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0120s; samplesPerSecond = 106440.5
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 0.88333130 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0106s; samplesPerSecond = 121119.2
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 0.95315208 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130725.6
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 0.94546356 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0119s; samplesPerSecond = 107771.3
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 0.88576889 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130416.6
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 0.85230179 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0104s; samplesPerSecond = 122646.5
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 0.88891830 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0127s; samplesPerSecond = 100980.6
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 0.94032898 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130301.1
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 0.87925415 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128061.5
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 0.97018356 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0134s; samplesPerSecond = 95496.0
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 0.87078552 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0107s; samplesPerSecond = 119336.2
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 0.88617706 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0122s; samplesPerSecond = 104745.5
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 0.88968353 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129866.2
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 0.89059143 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130488.4
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 0.93714752 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0122s; samplesPerSecond = 104746.3
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 0.90278473 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0103s; samplesPerSecond = 124750.3
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 0.93687897 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0102s; samplesPerSecond = 125670.1
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 0.86555023 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0123s; samplesPerSecond = 104473.6
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 0.83025818 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0098s; samplesPerSecond = 130650.9
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 0.95843353 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0101s; samplesPerSecond = 127269.5
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 0.91978607 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0129s; samplesPerSecond = 98871.5
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 0.92758789 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130716.3
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 0.91232758 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0121s; samplesPerSecond = 105978.7
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 0.89096375 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0103s; samplesPerSecond = 124236.9
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 0.94106903 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130856.6
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 0.95372620 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130563.0
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 0.91608276 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130907.5
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 0.92627869 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130608.2
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 0.88004761 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0113s; samplesPerSecond = 113559.7
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 0.89395142 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130943.6
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 0.89960327 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130756.3
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 0.89346008 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0118s; samplesPerSecond = 108112.7
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 0.90228882 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0106s; samplesPerSecond = 120834.5
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 0.88903198 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130493.7
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 0.95756226 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0125s; samplesPerSecond = 102026.2
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 0.96142578 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130597.6
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 0.91617432 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130776.4
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 0.85814209 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130612.2
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 0.86294250 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0102s; samplesPerSecond = 125582.5
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 0.85318909 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130871.3
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 0.90456238 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130747.0
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 0.86928406 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130947.6
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 0.86560669 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0122s; samplesPerSecond = 104622.2
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 0.87372742 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0101s; samplesPerSecond = 126511.0
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 0.88216248 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129444.6
01/16/2018 22:35:37:  Epoch[18 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 0.94887390 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0119s; samplesPerSecond = 107684.3
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 0.94638672 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130585.6
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 0.90593567 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0108s; samplesPerSecond = 118828.8
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 0.91101379 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130495.1
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 0.87402954 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0101s; samplesPerSecond = 126845.7
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 0.88574219 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130779.1
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 0.89942322 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130975.8
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 0.95113525 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 127270.7
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 0.89282837 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130399.3
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 0.90015259 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130528.3
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 0.90347290 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 127669.3
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 0.87489624 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130910.1
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 0.94383545 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0136s; samplesPerSecond = 94199.4
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 0.88496094 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 126860.8
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 0.87304688 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128382.6
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 0.91243896 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129541.5
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 0.94894409 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130524.3
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 0.89135132 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0104s; samplesPerSecond = 123229.8
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 0.92872925 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 129961.1
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 0.93191528 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 127482.4
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 0.93580322 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130336.9
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 0.92005615 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0114s; samplesPerSecond = 112432.6
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 0.91610107 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128387.7
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 0.91467896 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0115s; samplesPerSecond = 111137.2
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 0.97097168 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130527.0
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 0.95736694 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130329.0
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 0.90557251 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0101s; samplesPerSecond = 127318.8
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 0.90822754 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130535.0
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 0.86513672 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130926.2
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 0.94045410 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129940.0
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 0.87960815 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0101s; samplesPerSecond = 126741.5
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 0.94454346 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0101s; samplesPerSecond = 126471.0
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 0.95755005 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129854.3
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 0.92622070 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130427.3
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 0.95991211 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130708.3
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 0.94782715 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130633.6
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 0.93568115 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130027.1
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 0.90162354 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129897.8
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 0.91631470 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129574.3
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 0.83247681 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130568.3
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 0.90826416 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130561.6
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 0.88902588 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129737.2
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 0.88267822 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127474.8
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 0.87623901 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130852.6
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 0.86293335 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130419.3
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 0.91388550 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130519.0
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 0.87181396 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130569.6
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 0.93853149 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 128946.5
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 0.90468750 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129191.1
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 0.93167114 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130697.6
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 0.86922607 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130006.0
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 0.92880859 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130383.4
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 0.93692017 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127984.6
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 0.89880371 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129699.1
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 0.90175781 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130760.4
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 0.95361328 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130004.7
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 0.93237305 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0120s; samplesPerSecond = 106830.5
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 0.93991089 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 0.94849243 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129805.6
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 0.88750610 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0113s; samplesPerSecond = 113604.1
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 0.87668457 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130928.9
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 0.94991455 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130634.9
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 0.90456543 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 128657.4
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 0.91327515 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130733.6
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 0.90288086 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129440.7
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 0.88114014 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130767.0
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 0.89110107 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130411.3
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 0.94058838 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 127340.4
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 0.93133545 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129045.3
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 0.87048340 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130748.3
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 0.88942871 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130809.8
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 0.92448730 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130249.4
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 0.92728271 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 128875.1
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 0.83839111 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130646.9
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 0.87397461 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129751.6
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 0.95509033 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0166s; samplesPerSecond = 77039.7
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 0.91003418 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0103s; samplesPerSecond = 123783.9
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 0.87967529 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129236.8
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 0.92827148 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130630.9
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 0.91490479 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129197.7
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 0.94865723 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0102s; samplesPerSecond = 125883.9
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 0.88375244 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130662.9
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 0.88702393 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 128946.5
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 0.86093750 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130821.8
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 0.90281982 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130565.6
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 0.95877686 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0100s; samplesPerSecond = 128613.5
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 0.85401611 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0098s; samplesPerSecond = 130911.5
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 0.93157959 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128367.1
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 0.95712891 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129541.5
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 0.94981689 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130265.3
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 0.84207764 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0100s; samplesPerSecond = 128060.2
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 0.90683594 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0103s; samplesPerSecond = 124399.9
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 0.90227051 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130837.9
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 0.86781006 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0106s; samplesPerSecond = 120712.6
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 0.87330322 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127842.8
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 0.88774414 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130050.9
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 0.93258057 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128202.6
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 0.98653564 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 127421.5
01/16/2018 22:35:38:  Epoch[18 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 0.88117676 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130791.1
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 0.95622559 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129837.2
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 0.91441650 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130598.9
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 0.88807373 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 127454.5
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 0.89558105 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 128847.8
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 0.87221680 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130467.1
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 0.93651123 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130452.5
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 0.89780273 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127621.0
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 0.90599365 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130379.4
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 0.88051758 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 128916.6
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 0.87619629 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 128552.8
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 0.89478760 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130578.9
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 0.85407715 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130215.0
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 0.83666992 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130737.6
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 0.93959961 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0101s; samplesPerSecond = 127311.2
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 0.93129883 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128247.5
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 0.89827881 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130768.4
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 0.91048584 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 129541.5
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 0.85291748 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0100s; samplesPerSecond = 128020.5
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 0.89029541 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130547.0
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 0.92537842 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129183.3
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 0.85775146 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130721.6
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 0.89575195 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 0.90179443 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127570.1
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 0.96003418 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130642.9
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 0.96007080 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0101s; samplesPerSecond = 126796.7
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 0.88068848 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 128862.1
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 0.93107910 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130967.7
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 0.89940186 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0101s; samplesPerSecond = 126619.8
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 0.84812012 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0099s; samplesPerSecond = 129083.0
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 0.85549316 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0098s; samplesPerSecond = 130829.8
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 0.96209717 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129936.0
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 0.87927246 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128218.0
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 0.92167969 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 128858.2
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 0.91733398 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130497.7
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 0.94016113 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130644.2
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 0.88275146 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130767.0
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 0.91718750 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129430.2
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 0.89628906 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130653.6
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 0.88291016 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 126984.1
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 0.89736328 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129629.4
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 0.83878174 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130054.9
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 0.92233887 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 128662.6
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 0.85947266 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0102s; samplesPerSecond = 125822.0
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 0.89078369 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130606.9
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 0.93900146 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129196.4
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 0.93187256 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128569.6
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 0.96397705 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130578.9
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 0.92878418 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128135.8
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 0.93793945 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130392.7
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 0.88229980 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128377.4
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 0.93842773 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127554.8
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 0.98066406 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130920.8
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 0.89794922 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129024.5
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 0.99068604 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129312.5
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 0.93287354 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130680.3
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 0.91959229 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127425.3
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 0.91762695 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0101s; samplesPerSecond = 126839.4
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 0.86636963 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130747.0
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 0.89915771 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0099s; samplesPerSecond = 128709.2
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 0.85903320 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0101s; samplesPerSecond = 126482.2
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 0.94941406 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 0.94716797 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 128832.3
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 0.97026367 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130551.0
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 0.90650635 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128573.4
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 0.87825928 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130459.2
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 0.98009033 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130503.0
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 0.91523438 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130668.2
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 0.88912354 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130222.9
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 0.86970215 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130799.1
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 0.88823242 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0101s; samplesPerSecond = 126814.3
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 0.92746582 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129328.2
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 0.89328613 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130875.3
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 0.91975098 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127959.1
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 1.00695801 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 130932.9
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 0.86591797 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127890.0
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 0.95064697 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130111.7
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 0.92331543 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130310.4
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 0.91328125 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0101s; samplesPerSecond = 126943.8
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 0.90771484 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127567.5
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 0.88320312 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129350.4
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 0.95520020 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130121.0
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 0.90532227 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0100s; samplesPerSecond = 127971.8
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 0.92136230 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130890.1
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 0.87983398 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128134.5
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 0.91982422 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130633.6
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 0.93535156 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129195.1
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 0.95827637 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130592.3
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 0.89050293 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130499.1
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 0.90402832 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0101s; samplesPerSecond = 127337.8
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 0.88935547 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129235.5
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 0.89169922 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130664.2
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 0.89606934 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 128676.8
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 0.90498047 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0102s; samplesPerSecond = 125391.8
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 0.96547852 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130763.0
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 0.89838867 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 128757.1
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 0.94182129 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130890.1
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 0.93894043 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 126212.8
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 0.90891113 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128498.6
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 0.85625000 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130709.6
01/16/2018 22:35:39:  Epoch[18 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 0.94377441 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0102s; samplesPerSecond = 126043.8
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 0.91477051 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130119.6
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 0.87324219 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130743.0
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 0.91691895 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0101s; samplesPerSecond = 126364.8
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 0.93562012 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0102s; samplesPerSecond = 125581.3
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 0.90390625 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 0.88120117 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129252.5
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 0.89382324 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0101s; samplesPerSecond = 126534.7
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 0.92402344 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130723.0
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 0.91958008 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129799.0
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 0.84448242 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130749.7
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 0.92343750 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 128680.7
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 0.94074707 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127786.6
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 0.90666504 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130681.6
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 0.92658691 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128355.5
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 0.91545410 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127892.6
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 0.94375000 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130676.2
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 0.94702148 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129930.8
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 0.92766113 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 128253.9
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 0.88964844 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130978.4
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 0.91501465 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 127392.3
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 0.92182617 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130924.9
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 0.86601562 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 127683.3
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 0.94218750 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127397.4
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 0.89833984 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131037.4
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 0.90847168 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129618.9
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 0.94291992 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128543.7
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 0.94821777 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130258.7
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 0.89367676 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0103s; samplesPerSecond = 124764.8
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 0.89187012 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128399.3
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 0.89257812 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130692.3
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 0.87241211 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130505.7
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 0.92104492 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 0.87770996 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130685.6
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 0.90815430 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 128917.9
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 0.86000977 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130207.0
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 0.91459961 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129676.7
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 0.89594727 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129148.1
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 0.88400879 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130081.3
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 0.90822754 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0102s; samplesPerSecond = 125046.4
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 0.93239746 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128555.4
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 0.88186035 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130220.3
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 0.94311523 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127397.4
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 0.90886230 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0101s; samplesPerSecond = 126914.9
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 0.93603516 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129630.8
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 0.97221680 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0109s; samplesPerSecond = 117149.6
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 0.94235840 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0100s; samplesPerSecond = 127440.5
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 0.87802734 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 129799.0
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 0.90935059 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 128106.3
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 0.97309570 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130238.8
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 0.89792480 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0101s; samplesPerSecond = 126474.7
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 0.90788574 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130122.3
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 0.91555176 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 131061.6
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 0.88041992 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0103s; samplesPerSecond = 124503.9
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 0.89218750 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130338.3
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 0.84047852 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130800.4
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 0.89121094 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0101s; samplesPerSecond = 127138.0
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 0.89213867 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0101s; samplesPerSecond = 126433.5
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 0.90966797 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130429.9
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 0.88596191 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129431.5
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 1.00534668 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0102s; samplesPerSecond = 125871.5
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 0.84304199 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130086.6
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 0.89982910 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129609.8
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 0.95158691 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130804.4
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 0.95410156 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0101s; samplesPerSecond = 126675.0
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 0.86433105 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 128914.0
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 0.93098145 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130789.7
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 0.90017090 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 129962.4
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 0.89060059 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 128071.7
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 0.90654297 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130931.6
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 0.90878906 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0101s; samplesPerSecond = 126648.7
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 0.92658691 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129518.0
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 0.86181641 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130799.1
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 0.93845215 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0101s; samplesPerSecond = 126612.3
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 0.88098145 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127881.1
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 0.93942871 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130637.6
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 0.88862305 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 128914.0
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 0.89191895 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129042.7
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 0.92456055 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128051.2
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 0.90793457 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129729.3
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 0.84433594 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0098s; samplesPerSecond = 130748.3
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 0.87917480 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 128741.6
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 0.87517090 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 126115.8
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 0.93786621 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130856.6
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 0.92822266 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130083.9
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 0.90622559 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131151.6
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 0.89536133 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130563.0
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 0.89990234 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129146.8
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 0.94445801 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130477.8
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 0.96569824 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127577.7
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 0.98310547 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 127710.1
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 0.92646484 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130744.3
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 0.91965332 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129154.6
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 0.91809082 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0101s; samplesPerSecond = 126948.9
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 0.88869629 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130678.9
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 0.93598633 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129170.3
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 0.90107422 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0100s; samplesPerSecond = 127401.2
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 0.88732910 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130492.4
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 0.96547852 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0101s; samplesPerSecond = 126643.6
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 0.92685547 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130489.7
01/16/2018 22:35:40:  Epoch[18 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 0.93215332 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127468.5
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 0.96958008 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129500.9
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 0.90019531 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130637.6
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 0.95571289 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0103s; samplesPerSecond = 124146.5
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 0.92109375 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130224.2
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 0.91630859 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130859.3
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 0.95686035 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129229.0
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 0.89360352 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126503.5
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 0.90708008 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130803.1
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 0.96032715 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 129754.3
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 0.93488770 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130686.9
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 0.96469727 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130541.6
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 0.86433105 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129341.3
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 0.89064941 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130697.6
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 0.90498047 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128488.3
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 0.90246582 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129302.1
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 0.92016602 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0139s; samplesPerSecond = 92182.5
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 0.93652344 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0108s; samplesPerSecond = 119063.1
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 0.85686035 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0103s; samplesPerSecond = 124711.4
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 0.90222168 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0107s; samplesPerSecond = 119229.5
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 0.91398926 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0100s; samplesPerSecond = 127488.8
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 0.86762695 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 128704.0
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 0.90810547 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128138.4
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 0.88383789 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130714.9
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 0.89860840 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 126519.7
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 0.88930664 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 127533.2
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 0.86813965 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130634.9
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 0.93515625 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0102s; samplesPerSecond = 125272.8
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 0.88937988 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130549.6
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 0.87119141 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 129438.1
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 0.90339355 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129542.9
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 0.91835937 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130560.3
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 0.91484375 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0104s; samplesPerSecond = 123630.9
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 0.91433105 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130384.7
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 0.89104004 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130868.6
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 0.92856445 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129118.2
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 0.85944824 * 1280; EvalClassificationError = 0.26640625 * 1280; time = 0.0098s; samplesPerSecond = 130744.3
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 0.93713379 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130525.7
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 0.97153320 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0102s; samplesPerSecond = 126096.0
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 0.89553223 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130246.8
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 0.87570801 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0104s; samplesPerSecond = 123549.7
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 0.88745117 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130028.4
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 0.97211914 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130648.2
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 0.85288086 * 1280; EvalClassificationError = 0.26562500 * 1280; time = 0.0101s; samplesPerSecond = 126481.0
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 0.89399414 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0110s; samplesPerSecond = 116206.2
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 0.92707520 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130497.7
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 0.98923340 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 128262.9
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 0.88120117 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0102s; samplesPerSecond = 125252.0
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 0.94648438 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130598.9
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 0.88681641 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0099s; samplesPerSecond = 129259.0
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 0.89829102 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129252.5
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 0.91799316 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130521.7
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 0.87521973 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0100s; samplesPerSecond = 128452.2
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 0.90114746 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130589.6
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 0.97480469 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0098s; samplesPerSecond = 130105.1
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 0.95202637 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 128466.3
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 0.85888672 * 1280; EvalClassificationError = 0.26562500 * 1280; time = 0.0098s; samplesPerSecond = 130769.7
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 0.89416504 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 127372.1
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 0.91657715 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0099s; samplesPerSecond = 129440.7
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 0.93071289 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 0.90444336 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0102s; samplesPerSecond = 124898.8
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 0.89643555 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130020.5
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 0.88300781 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130836.5
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 0.93613281 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127669.3
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 0.91618652 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128519.2
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 0.95913086 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130596.3
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 0.88452148 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 128912.7
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 0.93776855 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130860.6
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 0.93559570 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0101s; samplesPerSecond = 126775.4
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 0.91279297 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0101s; samplesPerSecond = 126945.1
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 0.90402832 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130399.3
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 0.92006836 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 128891.9
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 0.87983398 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0132s; samplesPerSecond = 96721.3
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 0.89091797 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0118s; samplesPerSecond = 108272.7
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 0.98134766 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0107s; samplesPerSecond = 120066.0
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 0.90571289 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127997.4
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 0.90981445 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0101s; samplesPerSecond = 126158.1
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 0.92585449 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130547.0
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 0.96123047 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128443.1
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 0.85900879 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0101s; samplesPerSecond = 126498.5
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 0.87919922 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128331.1
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 0.87958984 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 126608.6
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 0.94321289 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130440.5
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 0.93349609 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130582.9
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 0.90590820 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130359.5
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 0.92004395 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130771.0
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 0.92573242 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127738.1
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 0.93395996 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0102s; samplesPerSecond = 126069.9
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 0.91887207 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130827.2
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 0.84858398 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 128727.3
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 0.96699219 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 127621.0
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 0.94028320 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130379.4
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 0.93181152 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 127581.5
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 0.92148438 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129689.9
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 0.94362793 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129896.5
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 0.91298828 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130387.4
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 0.87636719 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130682.9
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 0.89177246 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 127899.0
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 0.93984375 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 128858.2
01/16/2018 22:35:41:  Epoch[18 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 0.90825195 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130570.9
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 0.85837402 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 130305.1
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 0.92922363 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 128600.6
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 0.90915527 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130321.0
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 0.86228027 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 128744.1
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 0.86367187 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0099s; samplesPerSecond = 129015.4
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 0.92539063 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130653.6
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 0.90146484 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130160.7
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 0.94995117 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130789.7
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 0.90371094 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127745.8
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 0.89589844 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0100s; samplesPerSecond = 128107.6
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 0.96108398 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 0.97880859 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129797.7
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 0.86279297 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130493.7
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 0.95703125 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130946.3
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 0.85087891 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0100s; samplesPerSecond = 128082.0
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 0.88818359 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 127716.5
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 0.92885742 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130698.9
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 0.91079102 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129721.4
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 0.93525391 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130855.3
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 0.92563477 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129613.7
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 0.88735352 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 127823.6
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 0.88696289 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130668.2
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 0.87114258 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0100s; samplesPerSecond = 128129.4
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 0.85869141 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0098s; samplesPerSecond = 130044.3
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 0.94252930 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130816.5
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 0.93217773 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 127332.8
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 0.87680664 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129550.7
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 0.93906250 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130755.0
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 0.92709961 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130367.5
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 0.92548828 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130759.0
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 0.92563477 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127500.2
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 0.97036133 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128066.6
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 0.96831055 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129672.8
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 0.89248047 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128572.1
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 0.93217773 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 127567.5
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 0.91157227 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130748.3
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 0.89902344 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130168.6
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 0.84726563 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0100s; samplesPerSecond = 128554.1
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 0.88486328 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130927.5
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 0.90419922 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0116s; samplesPerSecond = 110221.3
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 0.87465820 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130495.1
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 0.85551758 * 1280; EvalClassificationError = 0.26328125 * 1280; time = 0.0098s; samplesPerSecond = 130912.8
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 0.87192383 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 127849.1
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 0.92929688 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130661.6
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 0.92387695 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129820.1
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 0.94848633 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 128920.5
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 0.91132813 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130640.2
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 0.96547852 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0100s; samplesPerSecond = 127586.6
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 0.87236328 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130072.0
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 0.92626953 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130702.9
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 0.92197266 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129307.3
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 0.87641602 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127878.5
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 0.97470703 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130588.3
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 0.88632813 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130076.0
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 0.87426758 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130614.9
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 0.90297852 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130390.0
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 0.89838867 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127786.6
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 0.93496094 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130539.0
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 0.91982422 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129841.1
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 0.96474609 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128138.4
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 0.95312500 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130548.3
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 0.92426758 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128236.0
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 0.93989258 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130111.7
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 0.93857422 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130732.3
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 0.89526367 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127842.8
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 0.82910156 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129453.8
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 0.93398437 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130592.3
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 0.94248047 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 127932.2
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 0.89702148 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130212.3
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 0.95224609 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 128846.5
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 0.93066406 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 128993.2
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 0.89619141 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130697.6
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 0.86928711 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128310.5
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 0.92299805 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129252.5
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 0.86958008 * 1280; EvalClassificationError = 0.25156250 * 1280; time = 0.0098s; samplesPerSecond = 130710.9
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 0.93408203 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127775.1
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 0.90751953 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 126885.9
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 0.91914063 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130382.1
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 0.91484375 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 128662.6
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 0.88911133 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130620.2
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 0.88413086 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 126539.7
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 0.91875000 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130187.1
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 0.90795898 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130476.4
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 0.88525391 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 128274.5
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 1.03500977 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 128470.2
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 0.90249023 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130460.5
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 0.88305664 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129426.3
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 0.89033203 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127914.3
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 0.92231445 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130796.4
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 0.92304688 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129937.4
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 0.89902344 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129311.2
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 0.88676758 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130285.2
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 0.88935547 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0102s; samplesPerSecond = 125875.2
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 0.90966797 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130880.7
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 0.94355469 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129020.6
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 0.88593750 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130704.3
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 0.92978516 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130732.3
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 0.93051758 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0102s; samplesPerSecond = 125252.0
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 0.89350586 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129781.9
01/16/2018 22:35:42:  Epoch[18 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 0.91074219 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130769.7
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 0.92973633 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0101s; samplesPerSecond = 126583.5
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 0.92753906 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129239.4
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 0.88769531 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130747.0
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 0.92919922 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130420.6
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 0.91079102 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130927.5
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 0.93154297 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129428.9
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 0.88315430 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 126253.9
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 0.91738281 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130612.2
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 0.88623047 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129553.3
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 0.93261719 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129616.3
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 0.97651367 * 1280; EvalClassificationError = 0.33671875 * 1280; time = 0.0098s; samplesPerSecond = 130440.5
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 0.90517578 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128498.6
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 0.89003906 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0101s; samplesPerSecond = 126185.5
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 0.93085938 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130765.7
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 0.88535156 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127748.3
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 0.93666992 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130860.6
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 0.93779297 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128093.5
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 0.94267578 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128349.1
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 0.87934570 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0098s; samplesPerSecond = 130733.6
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 0.91030273 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127887.5
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 0.91210938 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129051.8
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 0.88725586 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130710.9
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 0.90336914 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 127899.0
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 0.95424805 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128374.9
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 0.89936523 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 129945.3
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 0.93227539 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129734.6
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 0.91118164 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129253.8
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 0.90058594 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130294.5
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 0.95849609 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 128845.2
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 0.90717773 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130459.2
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 0.85136719 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129671.5
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 0.89545898 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127562.5
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 0.88398438 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130654.9
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 0.91630859 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127459.6
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 0.92451172 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129548.1
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 0.86621094 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130467.1
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 0.92290039 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 129966.4
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 0.92822266 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129334.7
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 0.93569336 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131069.7
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 0.93325195 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127742.0
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 0.94267578 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129358.3
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 0.86406250 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0100s; samplesPerSecond = 127817.2
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 0.90839844 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0101s; samplesPerSecond = 126716.4
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 0.94023437 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130612.2
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 0.94423828 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129703.0
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 0.92797852 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130331.6
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 0.92353516 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130735.0
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 0.97719727 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0101s; samplesPerSecond = 127105.2
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 0.91132813 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129354.3
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 0.96694336 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130815.1
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 0.85825195 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129870.1
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 0.94897461 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129634.7
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 0.92807617 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 126826.9
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 0.87797852 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130113.0
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 0.99267578 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130878.0
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 0.88071289 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129831.9
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 0.94208984 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 127685.9
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 0.91215820 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130551.0
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 0.93627930 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 129105.1
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 0.93564453 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130437.9
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 0.87260742 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0098s; samplesPerSecond = 130039.0
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 0.86645508 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 128959.5
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 0.95522461 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130384.7
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 0.85571289 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 127478.6
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 0.95063477 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129559.9
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 0.96616211 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130612.2
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 0.90527344 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 128305.4
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 0.94736328 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0102s; samplesPerSecond = 126081.0
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 0.94316406 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130668.2
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 0.90454102 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127604.4
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 0.93979492 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129169.0
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 0.85766602 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130628.2
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 0.86577148 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128479.2
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 0.88906250 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130871.3
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 0.88916016 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130476.4
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 0.89814453 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128512.8
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 0.85961914 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130970.4
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 0.94194336 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130138.2
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 0.87700195 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 129995.4
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 0.89487305 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130708.3
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 0.89672852 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129300.8
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 0.90546875 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 127085.0
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 0.90673828 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130741.7
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 0.93295898 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130184.5
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 0.88959961 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130270.6
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 0.91220703 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130688.3
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 0.95346680 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 128273.2
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 0.93999023 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 131026.7
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 0.92919922 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128200.0
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 0.89589844 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130246.8
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 0.91572266 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130569.6
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 0.82871094 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0099s; samplesPerSecond = 129101.2
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 0.87587891 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 126453.5
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 0.91411133 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130549.6
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 0.91938477 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130222.9
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 0.85864258 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 130520.3
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 0.93593750 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130741.7
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 0.89121094 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 127138.0
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 0.89687500 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130578.9
01/16/2018 22:35:43:  Epoch[18 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 0.89711914 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130139.5
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 0.91040039 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0113s; samplesPerSecond = 113148.2
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 0.94575195 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130321.0
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 0.89194336 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 127934.8
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 0.91308594 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130229.5
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 0.88378906 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131013.3
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 0.89423828 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 128057.6
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 0.88803711 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 128998.4
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 0.91000977 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 0.89541016 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129562.5
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 0.88227539 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130633.6
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 0.88671875 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130507.0
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 0.85327148 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128137.1
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 0.90688477 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130967.7
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 0.95205078 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127493.8
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 0.94907227 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0101s; samplesPerSecond = 126150.6
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 0.91694336 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130970.4
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 0.94687500 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130315.7
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 0.92451172 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128064.0
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 0.89697266 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130998.6
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 0.90366211 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 128893.2
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 0.90712891 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0102s; samplesPerSecond = 125943.3
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 0.88266602 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130779.1
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 0.94873047 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127673.2
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 0.89331055 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130673.6
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 0.91772461 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130058.8
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 0.87631836 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130366.1
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 0.86162109 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130443.2
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 0.89741211 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0101s; samplesPerSecond = 126336.2
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 0.89213867 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127434.2
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 0.94985352 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130313.1
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 0.92788086 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129281.2
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 0.93085938 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128536.0
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 0.92465820 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129831.9
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 0.91508789 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 128802.4
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 0.90087891 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130016.6
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 0.92065430 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130723.0
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 0.92114258 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129942.6
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 0.97319336 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130867.3
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 0.93364258 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0102s; samplesPerSecond = 125505.0
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 0.92587891 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129714.8
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 0.93637695 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129077.8
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 0.87900391 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128119.2
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 0.89091797 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 126814.3
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 0.88935547 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130692.3
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 0.87387695 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 128841.3
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 0.93515625 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 129057.0
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 0.87436523 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130403.3
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 0.88212891 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128128.1
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 0.86489258 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130646.9
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 0.88974609 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 128929.6
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 0.90830078 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127493.8
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 0.92275391 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130764.4
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 0.90747070 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126725.1
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 0.87363281 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129118.2
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 0.91289062 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130515.0
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 0.87070313 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0106s; samplesPerSecond = 120746.7
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 0.92626953 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0102s; samplesPerSecond = 125492.7
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 0.88232422 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130159.3
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 0.93125000 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0101s; samplesPerSecond = 127270.7
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 0.90141602 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 128574.7
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 0.89956055 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 128971.2
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 0.89750977 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 128701.4
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 0.90263672 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130457.8
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 0.93642578 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0102s; samplesPerSecond = 125773.8
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 0.88378906 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128576.0
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 0.84272461 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130741.7
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 0.88627930 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129105.1
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 0.84277344 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0100s; samplesPerSecond = 127902.8
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 0.90078125 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130837.9
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 0.88647461 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 127977.0
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 0.83422852 * 1280; EvalClassificationError = 0.25937500 * 1280; time = 0.0100s; samplesPerSecond = 127924.5
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 0.89565430 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130665.6
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 0.93286133 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 127134.2
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 0.91650391 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0101s; samplesPerSecond = 126559.8
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 0.90849609 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130777.7
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 0.87163086 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130644.2
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 0.91367188 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130694.9
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 0.90380859 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 127598.1
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 0.87524414 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 128951.7
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 0.94399414 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130556.3
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 0.83496094 * 1280; EvalClassificationError = 0.26562500 * 1280; time = 0.0099s; samplesPerSecond = 128805.0
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 0.91054687 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0101s; samplesPerSecond = 126913.6
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 0.90249023 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130629.6
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 0.96069336 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 127947.5
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 0.94384766 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130605.6
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 0.86391602 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130630.9
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 0.94809570 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129871.4
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 0.87290039 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130926.2
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 0.92060547 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0102s; samplesPerSecond = 126104.6
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 0.92490234 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129847.7
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 0.94570312 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130483.1
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 0.91977539 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129106.4
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 0.89873047 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0103s; samplesPerSecond = 124118.8
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 0.88256836 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130339.6
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 0.87753906 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129359.6
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 0.87636719 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 128644.5
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 0.91250000 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130278.6
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 0.93686523 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128409.6
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 0.89619141 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130665.6
01/16/2018 22:35:44:  Epoch[18 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 0.91884766 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130614.9
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 0.90263672 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130700.3
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 0.97934570 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 127692.3
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 0.87392578 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128266.8
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 0.86953125 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0107s; samplesPerSecond = 119563.6
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 0.86577148 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130857.9
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 0.89047852 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129360.9
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 0.93896484 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0101s; samplesPerSecond = 126801.7
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 0.86362305 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130856.6
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 0.91059570 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129658.3
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 0.88608398 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128577.3
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 1.00874023 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130702.9
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 0.94951172 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 127874.7
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 1.01772461 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0099s; samplesPerSecond = 129671.5
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 0.94833984 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130588.3
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 0.93959961 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127979.5
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 0.89643555 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130747.0
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 0.93256836 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 128836.1
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 0.93378906 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130545.6
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 0.93266602 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130582.9
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 0.92348633 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129384.4
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 0.89565430 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128545.0
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 0.89018555 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129315.1
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 0.89067383 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129904.4
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 0.87622070 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130688.3
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 0.89355469 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130452.5
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 0.93286133 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 128679.4
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 0.93408203 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130072.0
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 0.95161133 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 127633.7
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 0.90053711 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130552.3
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 0.95063477 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130777.7
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 0.89970703 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128599.3
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 0.86611328 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0101s; samplesPerSecond = 126143.2
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 0.94116211 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129325.6
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 0.89526367 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130620.2
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 0.88979492 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129281.2
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 0.88125000 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130697.6
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 0.98925781 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130574.9
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 0.88876953 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130507.0
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 0.94594727 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 127891.3
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 0.89907227 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0101s; samplesPerSecond = 126624.9
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 0.92172852 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130978.4
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 0.93505859 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 126927.5
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 0.88247070 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0101s; samplesPerSecond = 127143.1
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 0.93662109 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130819.2
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 0.97744141 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0099s; samplesPerSecond = 129829.3
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 0.93466797 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130420.6
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 0.94130859 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130805.8
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 0.87841797 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 127920.7
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 0.96772461 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130577.6
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 0.90761719 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0101s; samplesPerSecond = 127134.2
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 0.90581055 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130138.2
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 0.87592773 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130868.6
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 0.91855469 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0102s; samplesPerSecond = 125379.6
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 0.95029297 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 128700.1
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 0.96274414 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130398.0
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 0.88139648 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129031.0
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 0.95869141 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0115s; samplesPerSecond = 110980.1
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 0.90429688 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130234.8
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 0.92241211 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127369.5
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 0.94321289 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 128663.9
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 0.95756836 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130318.4
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 0.90444336 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 126328.7
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 0.95058594 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0102s; samplesPerSecond = 125882.7
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 0.93447266 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130616.2
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 0.97812500 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0101s; samplesPerSecond = 127265.7
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 0.93417969 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130584.3
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 0.94257813 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129536.3
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 0.92880859 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128292.5
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 0.90102539 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130693.6
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 0.92470703 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130499.1
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 0.89331055 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127776.4
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 0.91567383 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130668.2
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 0.88325195 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 127969.3
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 0.89423828 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129330.8
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 0.87890625 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130461.8
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 0.85112305 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128126.8
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 0.92954102 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130383.4
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 0.86879883 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130424.6
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 0.92729492 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130224.2
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 0.87988281 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130321.0
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 0.88818359 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128180.7
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 0.94267578 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 127744.5
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 0.90917969 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130395.4
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 0.86171875 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 129693.8
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 0.95585937 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 128755.8
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 0.89501953 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130892.7
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 0.97490234 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130555.0
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 0.85888672 * 1280; EvalClassificationError = 0.26562500 * 1280; time = 0.0100s; samplesPerSecond = 127832.5
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 0.89028320 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130831.2
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 0.93095703 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0101s; samplesPerSecond = 126522.2
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 0.91655273 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130676.2
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 0.93217773 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 128806.3
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 0.88198242 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 126651.2
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 0.88134766 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130670.9
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 0.95600586 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 128868.6
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 0.88144531 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130060.2
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 0.85415039 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130856.6
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 0.95263672 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128101.2
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 0.92709961 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0102s; samplesPerSecond = 125373.4
01/16/2018 22:35:45:  Epoch[18 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 0.89248047 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130574.9
01/16/2018 22:35:46:  Epoch[18 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 0.92236328 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129167.7
01/16/2018 22:35:46:  Epoch[18 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 0.92675781 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 127994.9
01/16/2018 22:35:46:  Epoch[18 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 0.87529297 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0101s; samplesPerSecond = 126232.7
01/16/2018 22:35:46:  Epoch[18 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 0.90454102 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129187.2
01/16/2018 22:35:46:  Epoch[18 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 0.90537109 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 129976.9
01/16/2018 22:35:46:  Epoch[18 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 0.81718750 * 1280; EvalClassificationError = 0.25703125 * 1280; time = 0.0100s; samplesPerSecond = 128085.8
01/16/2018 22:35:46:  Epoch[18 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 0.95820313 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0102s; samplesPerSecond = 126074.8
01/16/2018 22:35:46:  Epoch[18 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 0.86909180 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130569.6
01/16/2018 22:35:46:  Epoch[18 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 0.97192383 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 127948.8
01/16/2018 22:35:46:  Epoch[18 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 0.90830078 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 128908.8
01/16/2018 22:35:46:  Epoch[18 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 0.94575195 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130809.8
01/16/2018 22:35:46:  Epoch[18 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 0.93017578 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 128997.1
01/16/2018 22:35:46:  Epoch[18 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 0.90180664 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127895.1
01/16/2018 22:35:46:  Epoch[18 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 0.94790039 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130315.7
01/16/2018 22:35:46:  Epoch[18 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 0.91855469 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129789.8
01/16/2018 22:35:46:  Epoch[18 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 0.87231445 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130756.3
01/16/2018 22:35:46:  Epoch[18 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 0.91362305 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130180.5
01/16/2018 22:35:46:  Epoch[18 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 0.94750977 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 127941.1
01/16/2018 22:35:46:  Epoch[18 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 0.92924805 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130895.4
01/16/2018 22:35:46:  Epoch[18 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 0.92856445 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129377.9
01/16/2018 22:35:46:  Epoch[18 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 0.97568359 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130532.3
01/16/2018 22:35:46:  Epoch[18 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 0.93745117 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130670.9
01/16/2018 22:35:46:  Epoch[18 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 0.85947266 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127446.9
01/16/2018 22:35:46:  Epoch[18 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 0.91562500 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129027.1
01/16/2018 22:35:46:  Epoch[18 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 0.92319336 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130589.6
01/16/2018 22:35:46:  Epoch[18 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 0.90200195 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130469.8
01/16/2018 22:35:46:  Epoch[18 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 0.89589844 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130660.2
01/16/2018 22:35:46:  Epoch[18 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 0.90351563 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127775.1
01/16/2018 22:35:46:  Epoch[18 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 0.89223633 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129057.0
01/16/2018 22:35:46:  Epoch[18 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 0.92309570 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130868.6
01/16/2018 22:35:46:  Epoch[18 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 0.85688477 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 130313.1
01/16/2018 22:35:46: Finished Epoch[18 of 25]: [Training] CrossEntropyWithSoftmax = 0.91072334 * 1124823; EvalClassificationError = 0.29674447 * 1124823; totalSamplesSeen = 20246814; learningRatePerSample = 3.0517578e-05; epochTime=8.85262s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:35:46: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.23336617 * 122487; perplexity = 3.43276537; EvalClassificationError = 0.38842489 * 122487
01/16/2018 22:35:46: Finished Epoch[18 of 25]: [Validate] CrossEntropyWithSoftmax = 1.23336617 * 122487; EvalClassificationError = 0.38842489 * 122487
01/16/2018 22:35:46: SGD: Saving checkpoint model '/tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.18'

01/16/2018 22:35:46: Starting Epoch 19: learning rate per sample = 0.000031  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 18: frames [20246814..21371637] (first utterance at frame 20246814), data subset 0 of 1, with 1 datapasses

01/16/2018 22:35:47: Starting minibatch loop.
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 0.88185320 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0104s; samplesPerSecond = 123421.1
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 0.87504129 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 127136.7
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 0.91716232 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130693.6
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 0.87135143 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129703.0
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 0.92681923 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128398.0
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 0.88334084 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130410.0
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 0.90574875 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129866.2
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 0.87199440 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 128858.2
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 0.91383667 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129695.1
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 0.94334793 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127532.0
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 0.95025711 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130788.4
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 0.89518585 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127618.4
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 0.88533783 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 129701.7
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 0.89570465 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130920.8
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 0.90119476 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0101s; samplesPerSecond = 126680.0
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 0.90287781 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 128842.6
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 0.87159119 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130609.6
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 0.91486969 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 128889.3
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 0.94114990 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130392.7
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 0.92592621 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130242.8
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 0.88315277 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128484.4
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 0.87067413 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0100s; samplesPerSecond = 128471.5
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 0.86981201 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130922.2
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 0.90195770 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129875.4
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 1.01133118 * 1280; EvalClassificationError = 0.33515625 * 1280; time = 0.0098s; samplesPerSecond = 131101.9
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 0.87059784 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 128271.9
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 0.93059082 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 128796.0
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 0.88619843 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130636.2
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 0.89007721 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 128901.0
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 0.89693604 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0103s; samplesPerSecond = 124476.1
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 0.90678406 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130737.6
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 0.90153198 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128546.3
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 0.92845154 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 128550.2
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 0.92907410 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130367.5
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 0.91242981 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127860.6
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 0.88012085 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130686.9
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 0.93973694 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 128729.9
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 0.97485962 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 127458.3
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 0.89653931 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130415.3
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 0.94183960 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0101s; samplesPerSecond = 126845.7
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 0.88365784 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129294.2
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 0.86017151 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130725.6
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 0.88578491 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130507.0
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 0.94313660 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 127330.2
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 0.93764038 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130636.2
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 0.88580933 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130926.2
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 0.93042603 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130824.5
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 0.90453186 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127893.8
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 0.93493347 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130712.3
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 0.90662537 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 128969.9
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 0.97398071 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0101s; samplesPerSecond = 126508.5
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 0.95815430 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128164.0
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 0.91093750 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130704.3
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 0.91373291 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129805.6
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 0.94727783 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129826.7
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 0.90143433 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130915.5
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 0.92947693 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0101s; samplesPerSecond = 127313.8
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 0.88405151 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 128837.4
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 0.87944946 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130844.6
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 0.89259644 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 127335.3
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 0.92337646 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130911.5
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 0.91902466 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129766.1
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 0.86386108 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 129697.7
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 0.87938232 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130305.1
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 0.94523315 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0102s; samplesPerSecond = 124979.3
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 0.91254272 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129170.3
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 0.90274658 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130930.2
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 0.93577271 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130118.3
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 0.87985229 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 128776.5
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 0.92646484 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129113.0
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 0.95181274 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129054.4
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 0.85159912 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130799.1
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 0.93795166 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130184.5
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 0.96829224 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 129617.6
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 0.98376465 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130862.0
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 0.92410889 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0101s; samplesPerSecond = 126196.6
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 0.89125366 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129829.3
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 0.89909058 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130545.6
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 0.90956421 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 128930.9
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 0.89342651 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0103s; samplesPerSecond = 124277.9
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 0.90997314 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130928.9
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 0.92507935 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130037.7
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 0.88676147 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130531.0
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 0.94243774 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129899.1
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 0.90449219 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0101s; samplesPerSecond = 126661.2
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 0.95255127 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130900.8
01/16/2018 22:35:47:  Epoch[19 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 0.91375122 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129261.6
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 0.94570923 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 0.86905518 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0099s; samplesPerSecond = 129891.2
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 0.87307129 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0102s; samplesPerSecond = 124884.1
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 0.92794800 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130378.1
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 0.88099976 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130492.4
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 0.90681152 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0101s; samplesPerSecond = 127349.2
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 0.89937744 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0101s; samplesPerSecond = 127225.2
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 0.87918701 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130139.5
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 0.92586060 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0101s; samplesPerSecond = 126321.2
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 0.87549438 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130725.6
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 0.98458252 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129600.6
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 0.83875732 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 127726.7
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 0.86137695 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130387.4
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 0.88085327 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127617.1
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 0.93604126 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 128915.3
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 0.93485718 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130932.9
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 0.93664551 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129084.3
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 0.91997681 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 126298.8
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 0.84575195 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130528.3
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 0.90547485 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 129987.5
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 0.89218750 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129749.0
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 0.89602661 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 127445.6
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 0.93436279 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0101s; samplesPerSecond = 126835.6
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 0.85685425 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130665.6
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 0.90438843 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 128129.4
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 0.93511353 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 128776.5
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 0.89991455 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130444.5
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 0.89342041 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129281.2
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 0.88442383 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129875.4
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 0.87370605 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 131151.6
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 0.93873291 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128002.6
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 0.90240479 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 127346.7
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 0.92877197 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129524.5
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 0.90531006 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 128863.4
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 0.86307373 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0098s; samplesPerSecond = 130087.9
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 0.84577637 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129153.3
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 0.90434570 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130268.0
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 0.90860596 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131100.5
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 0.87524414 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0101s; samplesPerSecond = 127193.6
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 0.88719482 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128342.7
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 0.85557861 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0098s; samplesPerSecond = 130714.9
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 0.88929443 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129628.1
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 0.89630127 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0103s; samplesPerSecond = 124139.3
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 0.91501465 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130792.4
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 0.89616699 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130317.0
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 0.91590576 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130844.6
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 0.94376221 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 128639.3
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 0.88963623 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0102s; samplesPerSecond = 125321.9
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 0.90466309 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130548.3
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 0.89350586 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129834.6
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 0.85909424 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129599.3
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 0.87687988 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130884.7
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 0.88864746 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 127292.3
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 0.87655029 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130561.6
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 0.83459473 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130792.4
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 0.92513428 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129824.0
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 0.89561768 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130653.6
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 0.88074951 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0101s; samplesPerSecond = 126557.2
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 0.90814209 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129308.6
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 0.84947510 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130712.3
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 0.87457275 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129313.8
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 0.93170166 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128472.8
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 0.89930420 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128432.8
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 0.91256104 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 128432.8
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 0.91165771 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130338.3
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 0.96781006 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130461.8
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 0.91481934 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127813.4
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 0.92724609 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 127595.5
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 0.86876221 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128574.7
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 0.91883545 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128335.0
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 0.93830566 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130824.5
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 0.90769043 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130419.3
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 0.88055420 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128467.6
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 0.85092773 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130803.1
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 0.92849121 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 126848.2
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 0.91571045 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129709.6
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 0.90043945 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130882.0
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 0.96124268 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127386.0
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 0.91192627 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 128849.1
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 0.88698730 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130642.9
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 0.96079102 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129941.3
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 0.94499512 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130688.3
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 0.92376709 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127587.9
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 0.86893311 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0101s; samplesPerSecond = 127192.3
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 0.84908447 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130947.6
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 0.89936523 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129494.4
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 0.93026123 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129636.0
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 0.92001953 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 129976.9
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 0.89825439 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0102s; samplesPerSecond = 125923.5
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 0.88541260 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130053.5
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 0.91369629 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130681.6
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 0.90450439 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127706.3
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 0.95335693 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130289.2
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 0.89345703 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129027.1
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 0.88914795 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128405.8
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 0.88311768 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130789.7
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 0.91011963 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129184.6
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 0.90242920 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128143.5
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 0.91535645 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130860.6
01/16/2018 22:35:48:  Epoch[19 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 0.87646484 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127493.8
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 0.93088379 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129449.8
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 0.91334229 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130860.6
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 0.92261963 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0101s; samplesPerSecond = 127145.6
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 0.88894043 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 128932.2
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 0.88752441 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 0.95852051 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129607.1
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 0.92120361 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0101s; samplesPerSecond = 126499.7
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 0.88842773 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0102s; samplesPerSecond = 125857.9
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 0.91743164 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129717.5
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 0.90288086 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130709.6
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 0.92362061 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129120.8
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 0.88549805 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129004.9
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 0.90343018 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130767.0
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 0.95747070 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127740.7
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 0.96583252 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 129966.4
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 0.92214355 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130835.2
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 0.90765381 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 128666.5
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 0.94739990 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130336.9
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 0.87388916 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130253.4
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 0.91844482 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129296.8
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 0.96542969 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130805.8
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 0.93105469 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 129973.0
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 0.93605957 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0101s; samplesPerSecond = 126761.5
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 0.90142822 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 0.87756348 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 128238.5
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 0.95140381 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0101s; samplesPerSecond = 126943.8
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 0.95993652 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130708.3
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 0.91617432 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0101s; samplesPerSecond = 126288.8
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 0.89101562 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127514.2
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 0.85931396 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 0.88126221 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 129277.3
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 0.87847900 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0098s; samplesPerSecond = 130708.3
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 0.90201416 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0101s; samplesPerSecond = 127154.4
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 0.85705566 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 129613.7
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 0.95979004 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130653.6
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 0.96333008 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129879.4
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 0.92923584 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130196.4
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 0.92873535 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130056.2
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 0.93946533 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127482.4
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 0.88486328 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130019.2
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 0.96979980 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130529.7
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 0.94067383 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129169.0
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 0.95781250 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129849.1
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 0.87434082 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0103s; samplesPerSecond = 124134.5
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 0.89428711 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130693.6
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 0.91245117 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129875.4
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 0.93593750 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130489.7
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 0.89501953 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0102s; samplesPerSecond = 125675.0
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 0.91494141 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130559.0
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 0.87009277 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0100s; samplesPerSecond = 128378.7
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 0.92294922 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127826.2
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 0.92304688 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130765.7
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 0.86955566 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0101s; samplesPerSecond = 127196.1
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 0.91843262 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129341.3
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 0.90219727 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130581.6
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 0.87070313 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130484.4
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 0.91335449 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130645.6
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 0.89304199 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0122s; samplesPerSecond = 104905.1
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 0.90559082 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0106s; samplesPerSecond = 120904.1
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 0.90786133 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 128079.4
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 0.93193359 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130479.1
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 0.91665039 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129885.9
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 0.97668457 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0099s; samplesPerSecond = 129569.1
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 0.91303711 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128107.6
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 0.89895020 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128557.9
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 0.93356934 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130578.9
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 0.90817871 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130152.7
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 0.88364258 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127784.0
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 0.93964844 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130922.2
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 0.91965332 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 126499.7
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 0.92402344 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130871.3
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 0.88718262 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130817.8
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 0.95410156 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0100s; samplesPerSecond = 127984.6
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 0.87756348 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130935.6
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 0.96049805 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0102s; samplesPerSecond = 125917.3
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 0.89584961 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129478.6
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 0.94162598 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130863.3
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 0.89741211 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 128651.0
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 0.92690430 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129208.1
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 0.94855957 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130682.9
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 0.90368652 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130064.1
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 0.93220215 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 127989.8
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 0.87473145 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129784.5
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 0.95327148 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129045.3
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 0.96533203 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129775.3
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 0.92666016 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130321.0
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 0.93576660 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 128736.4
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 0.90178223 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130743.0
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 0.93947754 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 128921.8
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 0.92536621 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128564.4
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 0.89575195 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130884.7
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 0.89729004 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128430.2
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 0.88977051 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0102s; samplesPerSecond = 125415.2
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 0.96430664 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130827.2
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 0.89841309 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129311.2
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 0.89165039 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 129059.6
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 0.90002441 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130523.0
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 0.91872559 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 127599.3
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 0.89833984 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130628.2
01/16/2018 22:35:49:  Epoch[19 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 0.90651855 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128563.1
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 0.89765625 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 127242.9
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 0.89316406 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130796.4
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 0.92102051 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0101s; samplesPerSecond = 126948.9
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 0.93271484 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0110s; samplesPerSecond = 115930.5
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 0.90617676 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130256.0
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 0.88518066 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 128661.3
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 0.83591309 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0100s; samplesPerSecond = 127640.1
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 0.94440918 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130488.4
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 0.93295898 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129079.1
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 0.88244629 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129874.1
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 0.83940430 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130489.7
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 0.94370117 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129833.2
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 0.94316406 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130483.1
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 0.93698730 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0142s; samplesPerSecond = 90109.8
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 0.87509766 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0101s; samplesPerSecond = 127317.6
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 0.86020508 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 128990.6
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 0.94660645 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130681.6
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 0.91831055 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 127694.8
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 0.94326172 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0099s; samplesPerSecond = 129149.4
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 0.88496094 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130343.6
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 0.88520508 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 127441.8
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 0.89963379 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127736.9
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 0.87192383 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0099s; samplesPerSecond = 129687.2
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 0.95537109 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 128840.0
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 0.85747070 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129620.3
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 0.92248535 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129615.0
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 0.98132324 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130297.1
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 0.88288574 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130195.1
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 0.91787109 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129242.0
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 0.90375977 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 127213.8
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 0.84929199 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0098s; samplesPerSecond = 130868.6
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 0.89733887 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128246.2
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 0.85952148 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130781.7
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 0.92897949 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130728.3
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 0.86171875 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0100s; samplesPerSecond = 128214.1
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 0.95515137 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130626.9
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 0.89514160 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129157.2
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 0.90456543 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0102s; samplesPerSecond = 126104.6
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 0.87634277 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130358.2
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 0.92631836 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 129957.2
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 0.89306641 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129853.0
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 0.93288574 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130999.9
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 0.95703125 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0102s; samplesPerSecond = 125969.4
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 0.92917480 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130311.7
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 0.89218750 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129550.7
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 0.90749512 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129409.3
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 0.91547852 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130696.3
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 0.88483887 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0104s; samplesPerSecond = 123480.6
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 0.92700195 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129771.4
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 0.89167480 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130383.4
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 0.88547363 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 128709.2
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 0.92150879 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0103s; samplesPerSecond = 124493.0
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 0.96408691 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130230.9
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 0.85429687 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 128866.0
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 0.89565430 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 127987.2
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 0.84829102 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130886.0
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 0.92231445 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0101s; samplesPerSecond = 127049.7
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 0.97451172 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 128257.8
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 0.89956055 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130569.6
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 0.90019531 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0102s; samplesPerSecond = 124896.3
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 0.95083008 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130375.4
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 0.93693848 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128046.1
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 0.94140625 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0103s; samplesPerSecond = 124497.9
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 0.91638184 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130347.6
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 0.84482422 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0099s; samplesPerSecond = 129908.4
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 0.84189453 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0099s; samplesPerSecond = 129792.4
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 0.89594727 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 0.87653809 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0102s; samplesPerSecond = 124952.4
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 0.85634766 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0101s; samplesPerSecond = 127261.9
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 0.84414062 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130512.4
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 0.99104004 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 128701.4
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 0.89865723 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0103s; samplesPerSecond = 124360.0
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 0.86655273 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130489.7
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 0.88935547 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 128811.5
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 0.90051270 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130664.2
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 0.94846191 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 128779.1
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 0.94367676 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130200.4
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 0.90410156 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130449.8
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 0.88352051 * 1280; EvalClassificationError = 0.26640625 * 1280; time = 0.0099s; samplesPerSecond = 129195.1
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 0.89523926 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 128924.4
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 0.87207031 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130581.6
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 0.86789551 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 128548.9
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 0.88178711 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 128458.6
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 0.88208008 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130058.8
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 0.97172852 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 127973.1
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 0.85322266 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 128893.2
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 0.94094238 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 131037.4
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 0.94111328 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127937.3
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 0.93813477 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 131167.7
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 0.86655273 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 127403.8
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 0.88688965 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130201.7
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 0.92426758 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130791.1
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 0.91982422 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0102s; samplesPerSecond = 125320.6
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 0.85888672 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128119.2
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 0.89406738 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130801.8
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 0.94946289 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130261.3
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 0.91398926 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130352.9
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 0.93515625 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130906.1
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 0.88662109 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128102.5
01/16/2018 22:35:50:  Epoch[19 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 0.90793457 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 131260.5
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 0.94221191 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 0.96970215 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130690.9
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 0.90190430 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130644.2
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 0.88107910 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129592.7
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 0.88391113 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 129579.6
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 0.87844238 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130853.9
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 0.92460937 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127943.7
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 0.98566895 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130828.5
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 0.90270996 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130973.1
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 0.92065430 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129622.9
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 0.86425781 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130702.9
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 0.90996094 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128219.3
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 0.92402344 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127753.4
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 0.92531738 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 131016.0
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 0.95573730 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128029.4
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 0.94826660 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 128911.4
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 0.91020508 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130891.4
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 0.91794434 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 127794.3
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 0.94904785 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130737.6
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 0.82644043 * 1280; EvalClassificationError = 0.26171875 * 1280; time = 0.0098s; samplesPerSecond = 130652.2
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 0.99301758 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0102s; samplesPerSecond = 125352.6
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 0.87705078 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130694.9
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 0.83930664 * 1280; EvalClassificationError = 0.26406250 * 1280; time = 0.0100s; samplesPerSecond = 127460.8
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 0.92529297 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128567.0
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 0.88640137 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130783.1
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 0.87065430 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130684.3
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 0.85620117 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0100s; samplesPerSecond = 127365.7
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 0.93503418 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130725.6
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 0.87683105 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 128534.7
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 0.86433105 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0100s; samplesPerSecond = 127904.1
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 0.89316406 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130552.3
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 0.89934082 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0101s; samplesPerSecond = 126427.2
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 0.86408691 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129536.3
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 0.88715820 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128499.9
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 0.90671387 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129123.4
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 0.93706055 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130676.2
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 0.96291504 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 128026.9
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 0.94467773 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0102s; samplesPerSecond = 125839.3
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 0.93122559 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130912.8
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 0.88142090 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0101s; samplesPerSecond = 126472.2
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 0.86640625 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129222.4
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 0.97878418 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130957.0
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 0.89680176 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0102s; samplesPerSecond = 125872.8
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 0.92792969 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0101s; samplesPerSecond = 126880.9
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 0.88278809 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130895.4
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 0.96279297 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129885.9
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 0.90651855 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130856.6
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 0.91022949 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0102s; samplesPerSecond = 125503.7
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 0.91208496 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130091.9
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 0.84401855 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130856.6
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 0.90854492 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 129980.9
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 0.83884277 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0102s; samplesPerSecond = 125631.8
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 0.91630859 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130126.3
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 0.88354492 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130325.0
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 0.88151855 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129730.6
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 0.86352539 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130907.5
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 0.91555176 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0102s; samplesPerSecond = 125427.5
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 0.91408691 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129050.5
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 0.89892578 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 131053.5
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 0.83391113 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0099s; samplesPerSecond = 129353.0
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 0.96665039 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130630.9
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 0.86142578 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128070.4
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 0.91516113 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128470.2
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 0.92297363 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129380.5
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 0.95898438 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 127107.7
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 0.87587891 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129402.7
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 0.88803711 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 131006.6
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 0.90532227 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0102s; samplesPerSecond = 125449.6
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 0.93554688 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0101s; samplesPerSecond = 126809.3
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 0.93466797 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130847.2
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 0.89916992 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129947.9
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 0.94194336 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130880.7
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 0.86279297 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0100s; samplesPerSecond = 128243.7
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 0.90771484 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 128818.0
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 0.91484375 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130870.0
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 0.89189453 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129814.8
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 0.91708984 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0102s; samplesPerSecond = 126089.7
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 0.92055664 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 0.92026367 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130661.6
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 0.86665039 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130331.6
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 0.89570313 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130900.8
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 0.90102539 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 128180.7
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 0.95966797 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130795.1
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 0.91528320 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 127059.8
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 0.83007812 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 128596.7
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 0.99174805 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0099s; samplesPerSecond = 129554.7
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 0.89428711 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130083.9
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 0.92792969 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0103s; samplesPerSecond = 124281.5
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 0.90083008 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130148.8
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 0.91347656 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0101s; samplesPerSecond = 126496.0
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 0.92104492 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129205.5
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 0.86284180 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0098s; samplesPerSecond = 130743.0
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 0.85634766 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0104s; samplesPerSecond = 122988.2
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 0.98583984 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 129406.7
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 0.88691406 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130737.6
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 0.92709961 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130950.3
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 0.92392578 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130862.0
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 0.96464844 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0102s; samplesPerSecond = 125813.4
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 0.83779297 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0098s; samplesPerSecond = 130318.4
01/16/2018 22:35:51:  Epoch[19 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 0.96157227 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130817.8
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 0.91733398 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130618.9
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 0.85249023 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0107s; samplesPerSecond = 120091.9
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 0.88476562 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130868.6
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 0.99418945 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128341.4
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 0.86113281 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0102s; samplesPerSecond = 125514.8
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 0.91958008 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130420.6
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 0.91992188 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128206.4
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 0.94067383 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130653.6
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 0.89033203 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130392.7
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 0.86865234 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0104s; samplesPerSecond = 123235.7
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 0.90483398 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130386.1
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 0.91694336 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 127377.1
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 0.87944336 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127725.4
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 0.91811523 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130847.2
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 0.94389648 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0101s; samplesPerSecond = 126538.5
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 0.90097656 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129477.3
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 0.97812500 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130760.4
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 0.89863281 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128577.3
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 0.92885742 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 128829.7
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 0.88627930 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130883.4
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 0.88432617 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 129976.9
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 0.90561523 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130163.3
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 0.87465820 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128126.8
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 0.90327148 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127994.9
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 0.89726562 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128273.2
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 0.91704102 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 128780.4
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 0.88012695 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0101s; samplesPerSecond = 126658.7
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 0.88095703 * 1280; EvalClassificationError = 0.26406250 * 1280; time = 0.0098s; samplesPerSecond = 130176.6
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 0.92426758 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130343.6
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 0.89970703 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129435.4
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 0.94819336 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130803.1
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 0.90854492 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127529.4
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 0.94545898 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127614.6
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 0.90429688 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130949.0
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 0.88745117 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130347.6
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 0.93237305 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130852.6
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 0.96035156 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 128371.0
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 0.89707031 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0102s; samplesPerSecond = 125872.8
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 0.88549805 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130613.6
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 0.90473633 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128506.3
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 0.83745117 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0099s; samplesPerSecond = 128904.9
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 0.88291016 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 0.88867188 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0101s; samplesPerSecond = 127160.7
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 0.95346680 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129613.7
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 0.89238281 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130488.4
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 0.86616211 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0100s; samplesPerSecond = 127787.9
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 0.92802734 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130019.2
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 0.88193359 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 131002.6
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 0.89746094 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 128958.2
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 0.86611328 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130828.5
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 0.87929687 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129880.7
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 0.93876953 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128453.4
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 0.92700195 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130208.3
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 0.98027344 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0099s; samplesPerSecond = 128790.8
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 0.92163086 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0101s; samplesPerSecond = 127292.3
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 0.93129883 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130370.1
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 0.90825195 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 127706.3
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 0.96616211 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 128292.5
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 0.94086914 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130853.9
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 0.95664063 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129712.2
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 0.89780273 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130768.4
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 0.90375977 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129126.0
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 0.92436523 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0103s; samplesPerSecond = 124878.0
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 0.92309570 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130604.2
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 0.92475586 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 128785.6
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 0.92968750 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 128821.9
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 0.87290039 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130570.9
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 0.97099609 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0100s; samplesPerSecond = 128487.0
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 0.90751953 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130403.3
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 0.89877930 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130824.5
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 0.91040039 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129937.4
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 0.92475586 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130765.7
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 0.89091797 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0101s; samplesPerSecond = 126847.0
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 0.90854492 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130866.0
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 0.87402344 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130660.2
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 0.92597656 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129443.3
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 0.90234375 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0102s; samplesPerSecond = 125046.4
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 0.92700195 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130863.3
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 0.91347656 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130520.3
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 0.92597656 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130379.4
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 0.96420898 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130400.7
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 0.83745117 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0102s; samplesPerSecond = 125158.9
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 0.85825195 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129269.4
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 0.96362305 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130743.0
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 0.94545898 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130027.1
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 0.96806641 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129754.3
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 0.93642578 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 128069.2
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 0.91171875 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127421.5
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 0.86621094 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130698.9
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 0.93686523 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0101s; samplesPerSecond = 126277.6
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 0.90786133 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129728.0
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 0.88017578 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130779.1
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 0.85859375 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0102s; samplesPerSecond = 124956.1
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 0.93007812 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128020.5
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 0.91225586 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130840.5
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 0.90424805 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130124.9
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 0.96064453 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130841.9
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 0.86904297 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0102s; samplesPerSecond = 125285.1
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 0.89912109 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131003.9
01/16/2018 22:35:52:  Epoch[19 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 0.88911133 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130831.2
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 0.96030273 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129945.3
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 0.87031250 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0102s; samplesPerSecond = 124975.6
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 0.91059570 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 126305.0
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 0.95141602 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128026.9
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 0.91347656 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 127130.4
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 0.93037109 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129609.8
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 0.87958984 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0101s; samplesPerSecond = 126232.7
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 0.86474609 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 127417.7
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 0.87597656 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130768.4
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 0.96123047 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130624.2
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 0.89223633 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130499.1
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 0.90864258 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 128706.6
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 0.91923828 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0103s; samplesPerSecond = 124537.8
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 0.86704102 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130918.2
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 0.90161133 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0101s; samplesPerSecond = 126622.3
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 0.85078125 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127985.9
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 0.93276367 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130919.5
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 0.93212891 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0101s; samplesPerSecond = 126656.2
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 0.91826172 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129135.1
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 0.84194336 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130713.6
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 0.92280273 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130428.6
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 0.87758789 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0099s; samplesPerSecond = 128660.0
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 0.91450195 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130825.8
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 0.87900391 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129214.6
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 0.97504883 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130963.7
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 0.87670898 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0101s; samplesPerSecond = 127009.3
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 0.89018555 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 126652.4
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 0.90629883 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130761.7
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 0.92167969 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130617.6
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 0.93247070 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129742.4
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 0.96713867 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 0.89790039 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 127953.9
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 0.97617188 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 127878.5
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 0.96679688 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130867.3
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 0.91406250 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129396.2
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 0.88002930 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130122.3
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 0.88930664 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 128845.2
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 0.93554688 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0101s; samplesPerSecond = 126593.5
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 0.86430664 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130795.1
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 0.93442383 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129257.7
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 0.94252930 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129912.3
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 0.88222656 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130936.9
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 0.89746094 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0102s; samplesPerSecond = 125443.5
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 0.91552734 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130155.4
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 0.86479492 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130712.3
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 0.90166016 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 128669.1
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 0.90097656 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130569.6
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 0.89526367 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0102s; samplesPerSecond = 125872.8
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 0.92333984 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130551.0
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 0.92846680 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130527.0
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 0.87050781 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0100s; samplesPerSecond = 128055.1
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 0.97163086 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 127090.0
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 0.91821289 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130604.2
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 0.90771484 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130056.2
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 0.83603516 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0107s; samplesPerSecond = 119831.1
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 0.83789062 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0098s; samplesPerSecond = 130841.9
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 0.87768555 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0102s; samplesPerSecond = 125474.2
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 0.93974609 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130188.5
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 0.89487305 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130512.4
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 0.95102539 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129642.6
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 0.93637695 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130743.0
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 0.89272461 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0103s; samplesPerSecond = 124170.6
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 0.86967773 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0103s; samplesPerSecond = 124349.1
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 0.84291992 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130580.3
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 0.86791992 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 129980.9
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 0.88520508 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129234.2
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 0.94765625 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130741.7
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 0.91982422 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 126494.7
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 0.86621094 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0100s; samplesPerSecond = 128141.0
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 0.93364258 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130274.6
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 0.96157227 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 128973.8
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 0.91972656 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129021.9
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 0.90244141 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130106.4
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 0.92758789 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 128676.8
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 1.00927734 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 131228.2
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 0.89257812 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 128722.1
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 0.92851562 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0104s; samplesPerSecond = 122606.5
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 0.91582031 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130225.6
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 0.87275391 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0100s; samplesPerSecond = 127789.1
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 0.87714844 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129253.8
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 0.91127930 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0115s; samplesPerSecond = 110905.1
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 0.92871094 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 127568.8
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 0.94204102 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130456.5
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 0.90947266 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130978.4
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 0.90078125 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 127558.6
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 0.95151367 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129252.5
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 0.93330078 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130581.6
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 0.91093750 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127745.8
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 0.96826172 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0101s; samplesPerSecond = 126494.7
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 0.84711914 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 129994.1
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 0.87685547 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0099s; samplesPerSecond = 129666.2
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 0.92348633 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130785.7
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 0.92290039 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0103s; samplesPerSecond = 124779.4
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 0.84028320 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 0.92958984 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 0.91733398 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 128332.4
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 0.96831055 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0101s; samplesPerSecond = 126946.3
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 0.87436523 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130605.6
01/16/2018 22:35:53:  Epoch[19 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 0.88413086 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 130081.3
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 0.92968750 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0101s; samplesPerSecond = 127280.9
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 0.91040039 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130566.9
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 0.91093750 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127813.4
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 0.92456055 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130043.0
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 0.88935547 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130552.3
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 0.91425781 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129738.5
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 0.99794922 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 128862.1
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 0.89902344 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129444.6
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 0.91411133 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130252.1
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 0.92666016 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130744.3
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 0.87226563 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0099s; samplesPerSecond = 129795.1
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 0.90610352 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130168.6
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 0.94521484 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130497.7
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 0.85292969 * 1280; EvalClassificationError = 0.26796875 * 1280; time = 0.0100s; samplesPerSecond = 128284.8
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 0.89013672 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129281.2
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 0.91743164 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130346.2
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 0.95698242 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129153.3
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 0.90361328 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130604.2
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 0.93378906 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0101s; samplesPerSecond = 126849.5
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 0.90234375 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0099s; samplesPerSecond = 129628.1
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 0.91176758 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130622.9
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 0.91977539 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 128718.2
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 0.91547852 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0102s; samplesPerSecond = 125702.2
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 0.95307617 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130835.2
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 0.92431641 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128631.6
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 0.88974609 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 128017.9
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 0.87167969 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 129628.1
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 0.88012695 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130520.3
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 0.94970703 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130613.6
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 0.86147461 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0099s; samplesPerSecond = 128864.7
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 0.89653320 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 128409.6
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 0.92641602 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130279.9
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 0.90258789 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128053.8
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 0.96201172 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129710.9
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 0.85688477 * 1280; EvalClassificationError = 0.26796875 * 1280; time = 0.0098s; samplesPerSecond = 130928.9
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 0.91845703 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127384.7
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 0.96962891 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129346.5
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 0.90839844 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130624.2
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 0.97431641 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128142.2
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 0.83520508 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130307.8
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 0.91425781 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128016.6
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 0.94272461 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130117.0
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 0.93398437 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130915.5
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 0.92910156 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127698.6
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 0.88378906 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0099s; samplesPerSecond = 129102.5
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 0.94663086 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130824.5
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 0.92324219 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0102s; samplesPerSecond = 124903.6
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 0.93525391 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0101s; samplesPerSecond = 127213.8
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 0.98037109 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131034.8
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 0.85083008 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129880.7
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 0.90273437 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130630.9
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 0.92382812 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130633.6
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 0.87841797 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0101s; samplesPerSecond = 126761.5
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 0.90791016 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130859.3
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 0.90522461 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129465.6
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 0.92944336 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130946.3
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 0.96752930 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130417.9
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 0.87622070 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 126165.6
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 0.87973633 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 127927.1
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 0.90791016 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130764.4
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 0.97758789 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129889.9
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 0.94277344 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130959.7
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 0.95986328 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130326.3
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 0.86894531 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0101s; samplesPerSecond = 126408.5
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 0.91010742 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130163.3
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 0.95083008 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 129962.4
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 0.92172852 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0102s; samplesPerSecond = 125369.7
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 0.85444336 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130920.8
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 0.89194336 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0101s; samplesPerSecond = 126504.7
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 0.92124023 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 127186.0
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 0.88242188 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130801.8
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 0.89741211 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130520.3
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 0.92065430 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 128849.1
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 0.88281250 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 131018.7
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 0.98247070 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0100s; samplesPerSecond = 127439.3
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 0.86132812 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130732.3
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 0.85996094 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127847.9
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 0.89306641 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128532.1
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 0.92753906 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130598.9
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 0.91943359 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130012.6
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 0.85581055 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0101s; samplesPerSecond = 127173.4
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 0.89057617 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130767.0
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 0.90488281 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 126644.9
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 0.96137695 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 128761.0
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 0.99536133 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130352.9
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 0.90312500 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129804.3
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 0.96113281 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129612.4
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 0.92187500 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130128.9
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 0.86044922 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0102s; samplesPerSecond = 125565.3
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 0.92382812 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130443.2
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 0.92690430 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129493.1
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 0.90351563 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129126.0
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 0.94721680 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 0.86137695 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0102s; samplesPerSecond = 125618.3
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 0.95346680 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130266.6
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 0.86997070 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130721.6
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 0.91723633 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127752.2
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 0.89545898 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0102s; samplesPerSecond = 125817.1
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 0.89755859 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130880.7
01/16/2018 22:35:54:  Epoch[19 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 0.99277344 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0101s; samplesPerSecond = 126578.5
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 0.93217773 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128105.0
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 0.95644531 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130831.2
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 0.94155273 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 127771.3
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 0.92329102 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130507.0
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 0.95429688 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0107s; samplesPerSecond = 119462.0
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 0.92729492 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129161.2
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 0.90209961 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129512.7
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 0.97666016 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0101s; samplesPerSecond = 126711.3
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 0.90644531 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127881.1
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 0.90239258 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130218.9
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 0.90146484 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 127666.8
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 0.91840820 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129025.8
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 0.91655273 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130717.6
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 0.92441406 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129850.4
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 0.90102539 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129421.0
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 0.94658203 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130516.4
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 0.92070312 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130682.9
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 0.86850586 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130586.9
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 0.93032227 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128621.2
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 0.96630859 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129204.2
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 0.92509766 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131130.1
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 0.94086914 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 129995.4
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 0.85947266 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129884.6
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 0.88784180 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130847.2
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 0.94047852 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0101s; samplesPerSecond = 127359.4
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 0.89599609 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128356.8
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 0.93530273 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129700.4
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 0.88823242 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0099s; samplesPerSecond = 128841.3
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 0.90000000 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130755.0
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 0.93666992 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129843.8
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 0.89086914 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130457.8
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 0.89536133 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130664.2
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 0.95258789 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129791.1
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 0.95849609 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 128763.6
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 0.91894531 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130252.1
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 0.88994141 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129255.1
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 0.94482422 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129099.9
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 0.91972656 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 0.94589844 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129830.6
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 0.94819336 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130999.9
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 0.89296875 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127643.9
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 0.84467773 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0100s; samplesPerSecond = 128598.0
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 0.94941406 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 131005.3
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 0.89165039 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 126134.5
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 0.94150391 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 128849.1
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 0.90151367 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130624.2
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 0.88652344 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0100s; samplesPerSecond = 128238.5
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 0.98085937 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 129210.7
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 0.90541992 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130896.7
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 0.94379883 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128382.6
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 0.90244141 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130892.7
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 0.91015625 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130225.6
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 0.93398437 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 128419.9
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 0.95820313 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130836.5
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 0.87470703 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 0.95585937 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127946.3
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 0.87846680 * 1280; EvalClassificationError = 0.26328125 * 1280; time = 0.0098s; samplesPerSecond = 130681.6
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 0.93222656 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0101s; samplesPerSecond = 126754.0
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 0.92236328 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127384.7
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 0.90981445 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130187.1
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 0.89423828 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 128501.2
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 0.92993164 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130938.3
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 0.89916992 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127776.4
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 0.94736328 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 127787.9
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 0.94995117 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130732.3
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 0.95205078 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 128767.5
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 0.90590820 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129179.4
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 0.90908203 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 128853.0
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 0.96459961 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 131062.9
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 0.95405273 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0101s; samplesPerSecond = 126343.6
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 0.90737305 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130540.3
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 0.86455078 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0101s; samplesPerSecond = 127058.5
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 0.93212891 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130019.2
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 0.92514648 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130614.9
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 0.94931641 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 128741.6
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 0.91562500 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130653.6
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 0.92402344 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 127913.0
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 0.95478516 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130315.7
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 0.91787109 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130978.4
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 0.89506836 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129697.7
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 0.90576172 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129360.9
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 0.95874023 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130904.8
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 0.86162109 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0101s; samplesPerSecond = 126762.8
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 0.90590820 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130602.9
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 0.89960938 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130789.7
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 0.85219727 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0099s; samplesPerSecond = 129705.6
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 0.90678711 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130624.2
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 0.90551758 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128243.7
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 0.89106445 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 128525.7
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 0.89882812 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130225.6
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 0.96752930 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130168.6
01/16/2018 22:35:55:  Epoch[19 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 0.90883789 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 128662.6
01/16/2018 22:35:55: Finished Epoch[19 of 25]: [Training] CrossEntropyWithSoftmax = 0.91029194 * 1124823; EvalClassificationError = 0.29664845 * 1124823; totalSamplesSeen = 21371637; learningRatePerSample = 3.0517578e-05; epochTime=8.93478s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:35:56: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.23358746 * 122487; perplexity = 3.43352510; EvalClassificationError = 0.38828610 * 122487
01/16/2018 22:35:56: Finished Epoch[19 of 25]: [Validate] CrossEntropyWithSoftmax = 1.23358746 * 122487; EvalClassificationError = 0.38828610 * 122487
01/16/2018 22:35:56: Loading (rolling back to) previous model with best training-criterion value: /tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.18.
ValidateSubNetwork: InvStdOfFeatures InvStdDev operation changed, from [792 x 1] to [792].ValidateSubNetwork: MeanOfFeatures Mean operation changed, from [792 x 1] to [792].ValidateSubNetwork: Prior Mean operation changed, from [183 x 1] to [183].01/16/2018 22:35:56: learnRatePerSample reduced to 1.5258789e-05
01/16/2018 22:35:56: SGD: revoke back to and update checkpoint file for epoch 18

01/16/2018 22:35:56: Starting Epoch 19: learning rate per sample = 0.000015  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 18: frames [20246814..21371637] (first utterance at frame 20246814), data subset 0 of 1, with 1 datapasses

01/16/2018 22:35:56: Starting minibatch loop.
01/16/2018 22:35:56:  Epoch[19 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 0.88185177 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0102s; samplesPerSecond = 125991.7
01/16/2018 22:35:56:  Epoch[19 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 0.87508068 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129084.3
01/16/2018 22:35:56:  Epoch[19 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 0.91712837 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127948.8
01/16/2018 22:35:56:  Epoch[19 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 0.87139549 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130049.6
01/16/2018 22:35:56:  Epoch[19 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 0.92673302 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130041.7
01/16/2018 22:35:56:  Epoch[19 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 0.88329239 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0102s; samplesPerSecond = 125831.9
01/16/2018 22:35:56:  Epoch[19 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 0.90567245 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128350.4
01/16/2018 22:35:56:  Epoch[19 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 0.87211838 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130437.9
01/16/2018 22:35:56:  Epoch[19 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 0.91372528 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 128864.7
01/16/2018 22:35:56:  Epoch[19 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 0.94332962 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 126897.3
01/16/2018 22:35:56:  Epoch[19 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 0.95007019 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131007.9
01/16/2018 22:35:56:  Epoch[19 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 0.89525070 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129575.6
01/16/2018 22:35:56:  Epoch[19 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 0.88544846 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 131013.3
01/16/2018 22:35:56:  Epoch[19 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 0.89562683 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130870.0
01/16/2018 22:35:56:  Epoch[19 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 0.90098267 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0103s; samplesPerSecond = 124833.0
01/16/2018 22:35:56:  Epoch[19 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 0.90285950 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130990.5
01/16/2018 22:35:56:  Epoch[19 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 0.87156525 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130032.4
01/16/2018 22:35:56:  Epoch[19 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 0.91492462 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 128820.6
01/16/2018 22:35:56:  Epoch[19 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 0.94109650 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130500.4
01/16/2018 22:35:56:  Epoch[19 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 0.92617798 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0101s; samplesPerSecond = 127337.8
01/16/2018 22:35:56:  Epoch[19 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 0.88303070 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129540.2
01/16/2018 22:35:56:  Epoch[19 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 0.87057648 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130747.0
01/16/2018 22:35:56:  Epoch[19 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 0.86984100 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130028.4
01/16/2018 22:35:56:  Epoch[19 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 0.90189972 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 128937.4
01/16/2018 22:35:56:  Epoch[19 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 1.01116180 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0098s; samplesPerSecond = 130158.0
01/16/2018 22:35:56:  Epoch[19 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 0.87042694 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 128419.9
01/16/2018 22:35:56:  Epoch[19 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 0.93057098 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130809.8
01/16/2018 22:35:56:  Epoch[19 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 0.88616333 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128622.5
01/16/2018 22:35:56:  Epoch[19 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 0.89025879 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128182.0
01/16/2018 22:35:56:  Epoch[19 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 0.89706726 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130837.9
01/16/2018 22:35:56:  Epoch[19 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 0.90693970 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 127638.8
01/16/2018 22:35:56:  Epoch[19 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 0.90130615 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129878.0
01/16/2018 22:35:56:  Epoch[19 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 0.92846985 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130656.2
01/16/2018 22:35:56:  Epoch[19 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 0.92889099 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127603.2
01/16/2018 22:35:56:  Epoch[19 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 0.91219482 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 128590.2
01/16/2018 22:35:56:  Epoch[19 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 0.87992554 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130871.3
01/16/2018 22:35:56:  Epoch[19 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 0.93952026 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129805.6
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 0.97474060 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130217.6
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 0.89618530 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127570.1
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 0.94182739 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127823.6
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 0.88348083 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130664.2
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 0.86014404 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 127635.0
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 0.88565674 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129357.0
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 0.94349976 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130686.9
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 0.93775330 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 126666.2
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 0.88539124 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 127939.9
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 0.93015137 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0106s; samplesPerSecond = 120425.3
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 0.90479431 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0125s; samplesPerSecond = 102114.1
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 0.93478088 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129231.6
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 0.90656738 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 0.97402954 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0100s; samplesPerSecond = 127604.4
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 0.95789490 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130066.8
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 0.91070251 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 0.91357117 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129096.0
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 0.94719238 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 128035.9
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 0.90130920 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130700.3
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 0.92938843 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129221.1
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 0.88391113 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130143.5
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 0.87941284 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 127587.9
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 0.89219360 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0101s; samplesPerSecond = 126401.0
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 0.92333984 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130792.4
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 0.91880493 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129083.0
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 0.86401978 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 128836.1
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 0.87954712 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130815.1
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 0.94497070 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0102s; samplesPerSecond = 125207.9
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 0.91243896 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130472.5
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 0.90276489 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130706.9
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 0.93580933 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129857.0
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 0.87985229 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 128141.0
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 0.92640991 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130089.2
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 0.95184326 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127551.0
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 0.85131226 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130529.7
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 0.93790283 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 128906.2
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 0.96782227 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 129257.7
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 0.98372803 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130620.2
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 0.92413940 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129537.6
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 0.89101562 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129860.9
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 0.89902954 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130621.6
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 0.90955811 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129654.4
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 0.89315186 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130965.0
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 0.90930786 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130496.4
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 0.92523804 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 128977.7
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 0.88711548 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130853.9
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 0.94225464 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129363.5
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 0.90456543 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130260.0
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 0.95260620 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130425.9
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 0.91323853 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 128653.6
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 0.94559326 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 127687.2
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 0.86903687 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130743.0
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 0.87304077 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0100s; samplesPerSecond = 128489.5
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 0.92766724 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 129967.7
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 0.88092041 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130566.9
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 0.90642700 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 128498.6
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 0.89949341 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 129567.8
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 0.87894897 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0105s; samplesPerSecond = 121351.2
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 0.92573853 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129704.3
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 0.87507935 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130637.6
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 0.98464355 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 128889.3
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 0.83855591 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 127627.3
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 0.86108398 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130653.6
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 0.88007202 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127457.0
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 0.93582153 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128631.6
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 0.93425293 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 0.93607178 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130286.5
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 0.91989136 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127638.8
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 0.84554443 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 129731.9
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 0.90537720 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0101s; samplesPerSecond = 126639.9
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 0.89209595 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130710.9
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 0.89547119 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130453.8
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 0.93424072 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 128023.0
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 0.85669556 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130638.9
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 0.90440063 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 127650.2
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 0.93492432 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130532.3
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 0.89985352 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130685.6
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 0.89322510 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0113s; samplesPerSecond = 113053.2
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 0.88442383 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0108s; samplesPerSecond = 118387.0
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 0.87379150 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130681.6
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 0.93774414 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130379.4
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 0.90195313 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128033.3
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 0.92838135 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130545.6
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 0.90518799 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0101s; samplesPerSecond = 126964.0
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 0.86292725 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0098s; samplesPerSecond = 130335.6
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 0.84497070 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130167.3
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 0.90363770 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 128971.2
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 0.90908203 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128449.6
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 0.87506104 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0101s; samplesPerSecond = 126333.7
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 0.88688965 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130200.4
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 0.85550537 * 1280; EvalClassificationError = 0.26640625 * 1280; time = 0.0098s; samplesPerSecond = 130547.0
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 0.88858643 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128048.7
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 0.89600830 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0100s; samplesPerSecond = 127878.5
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 0.91472168 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 128660.0
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 0.89576416 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0100s; samplesPerSecond = 128099.9
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 0.91566162 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 128627.7
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 0.94377441 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130837.9
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 0.88970947 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128075.6
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 0.90421143 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130652.2
01/16/2018 22:35:57:  Epoch[19 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 0.89323730 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126847.0
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 0.85914307 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130285.2
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 0.87658691 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130930.2
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 0.88836670 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 126246.4
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 0.87646484 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0101s; samplesPerSecond = 127348.0
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 0.83437500 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130273.3
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 0.92507324 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130537.7
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 0.89521484 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0101s; samplesPerSecond = 126685.0
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 0.88074951 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130840.5
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 0.90794678 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129775.3
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 0.84945068 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130540.3
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 0.87448730 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130702.9
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 0.93184814 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130215.0
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 0.89884033 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130471.1
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 0.91268311 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0101s; samplesPerSecond = 126434.7
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 0.91107178 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 128403.2
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 0.96730957 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130574.9
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 0.91495361 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 127713.9
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 0.92717285 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 126765.3
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 0.86861572 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130586.9
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 0.91843262 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129050.5
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 0.93809814 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 127486.2
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 0.90718994 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130662.9
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 0.88078613 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128005.1
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 0.85114746 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130697.6
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 0.92817383 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127824.9
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 0.91538086 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129291.6
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 0.90009766 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 0.96070557 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 128021.8
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 0.91175537 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 128802.4
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 0.88688965 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130807.1
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 0.96026611 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130268.0
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 0.94475098 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128364.6
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 0.92364502 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129882.0
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 0.86882324 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0100s; samplesPerSecond = 127730.5
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 0.84893799 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130306.4
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 0.89901123 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130226.9
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 0.92982178 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 128806.3
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 0.91956787 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130449.8
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 0.89808350 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 127563.7
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 0.88509521 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 129516.6
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 0.91334229 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130171.3
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 0.90444336 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 128728.6
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 0.95341797 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0102s; samplesPerSecond = 125191.9
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 0.89351807 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130584.3
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 0.88894043 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129040.1
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 0.88316650 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0100s; samplesPerSecond = 127836.4
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 0.90991211 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130399.3
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 0.90249023 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0101s; samplesPerSecond = 126476.0
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 0.91533203 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 0.87633057 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127849.1
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 0.93050537 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129243.3
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 0.91256104 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130702.9
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 0.92211914 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127590.4
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 0.88903809 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 128724.7
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 0.88712158 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130788.4
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 0.95793457 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 129978.3
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 0.92104492 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 127445.6
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 0.88850098 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130680.3
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 0.91711426 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 127321.4
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 0.90245361 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128391.6
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 0.92303467 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130188.5
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 0.88537598 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129080.4
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 0.90327148 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129884.6
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 0.95706787 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128592.8
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 0.96566162 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129508.8
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 0.92131348 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130525.7
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 0.90706787 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 128850.4
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 0.94758301 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0102s; samplesPerSecond = 125562.8
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 0.87377930 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130481.8
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 0.91767578 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127804.5
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 0.96529541 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129083.0
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 0.93112793 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130358.2
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 0.93515625 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 127579.0
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 0.90125732 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130829.8
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 0.87722168 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 127577.7
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 0.95104980 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 128933.5
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 0.95927734 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130668.2
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 0.91608887 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127980.8
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 0.89068604 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128073.0
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 0.85891113 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130815.1
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 0.88076172 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 129550.7
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 0.87845459 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0100s; samplesPerSecond = 128067.9
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 0.90156250 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130093.2
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 0.85690918 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0101s; samplesPerSecond = 126240.2
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 0.95959473 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 129970.4
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 0.96320801 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130709.6
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 0.92905273 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130424.6
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 0.92874756 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130136.8
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 0.93919678 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0102s; samplesPerSecond = 125938.4
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 0.88491211 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130004.7
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 0.96943359 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130299.8
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 0.94011230 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128643.2
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 0.95720215 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0101s; samplesPerSecond = 127197.4
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 0.87365723 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130676.2
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 0.89362793 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 127766.2
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 0.91181641 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0113s; samplesPerSecond = 113415.9
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 0.93571777 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0105s; samplesPerSecond = 122448.2
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 0.89440918 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0101s; samplesPerSecond = 127318.8
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 0.91455078 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129799.0
01/16/2018 22:35:58:  Epoch[19 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 0.86911621 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130586.9
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 0.92233887 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 126436.0
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 0.92275391 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129692.5
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 0.86853027 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130590.9
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 0.91809082 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129594.0
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 0.90200195 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130070.7
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 0.87031250 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 129975.6
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 0.91315918 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128073.0
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 0.89267578 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127367.0
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 0.90527344 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 128278.4
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 0.90759277 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 128355.5
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 0.93186035 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130527.0
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 0.91618652 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129901.8
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 0.97636719 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130537.7
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 0.91286621 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130848.6
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 0.89858398 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 126911.1
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 0.93312988 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130823.2
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 0.90773926 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129892.5
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 0.88347168 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130212.3
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 0.93911133 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131045.5
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 0.91914063 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127742.0
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 0.92360840 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129374.0
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 0.88723145 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130799.1
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 0.95375977 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0100s; samplesPerSecond = 127725.4
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 0.87758789 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0099s; samplesPerSecond = 129083.0
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 0.96037598 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130612.2
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 0.89506836 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130748.3
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 0.94130859 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130395.4
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 0.89731445 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0102s; samplesPerSecond = 125583.8
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 0.92636719 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127833.8
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 0.94829102 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130692.3
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 0.90329590 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130192.4
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 0.93205566 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 128057.6
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 0.87412109 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130552.3
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 0.95288086 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 127772.6
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 0.96506348 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130323.7
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 0.92646484 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130352.9
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 0.93527832 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128257.8
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 0.90161133 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 130350.2
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 0.93928223 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0101s; samplesPerSecond = 126693.8
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 0.92509766 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129574.3
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 0.89494629 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130735.0
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 0.89692383 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 128997.1
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 0.88940430 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0102s; samplesPerSecond = 125337.8
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 0.96428223 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130517.7
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 0.89836426 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 128832.3
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 0.89140625 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0100s; samplesPerSecond = 128408.3
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 0.89990234 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130459.2
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 0.91831055 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0101s; samplesPerSecond = 126913.6
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 0.89780273 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130743.0
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 0.90590820 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130504.4
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 0.89680176 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 126930.0
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 0.89272461 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130467.1
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 0.92065430 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127812.1
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 0.93259277 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128456.0
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 0.90581055 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130140.8
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 0.88469238 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0100s; samplesPerSecond = 127524.3
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 0.83557129 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0102s; samplesPerSecond = 125964.4
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 0.94414062 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130678.9
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 0.93278809 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0101s; samplesPerSecond = 126322.4
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 0.88210449 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129586.1
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 0.83879395 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 130919.5
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 0.94353027 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127801.9
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 0.94277344 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129671.5
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 0.93649902 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130692.3
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 0.87465820 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0103s; samplesPerSecond = 124384.2
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 0.86018066 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130594.9
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 0.94567871 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130097.2
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 0.91784668 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0104s; samplesPerSecond = 123201.3
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 0.94294434 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0100s; samplesPerSecond = 128101.2
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 0.88449707 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128369.7
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 0.88454590 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 127758.5
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 0.89919434 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130515.0
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 0.87170410 * 1280; EvalClassificationError = 0.26562500 * 1280; time = 0.0100s; samplesPerSecond = 127846.6
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 0.95517578 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0101s; samplesPerSecond = 127266.9
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 0.85686035 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130232.2
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 0.92187500 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129199.0
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 0.98032227 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130408.6
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 0.88269043 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130281.2
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 0.91745605 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 128973.8
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 0.90349121 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130348.9
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 0.84919434 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0099s; samplesPerSecond = 128947.8
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 0.89699707 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127518.0
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 0.85932617 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130840.5
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 0.92836914 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0102s; samplesPerSecond = 124970.7
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 0.86162109 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0099s; samplesPerSecond = 129137.7
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 0.95480957 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130374.1
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 0.89494629 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 127609.5
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 0.90429688 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 126497.2
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 0.87609863 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130735.0
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 0.92600098 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129067.4
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 0.89257812 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130856.6
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 0.93242187 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127697.4
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 0.95695801 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 128006.4
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 0.92863770 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129434.1
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 0.89155273 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128156.4
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 0.90720215 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 129973.0
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 0.91523438 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130689.6
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 0.88447266 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 127702.5
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 0.92714844 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129041.4
01/16/2018 22:35:59:  Epoch[19 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 0.89111328 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130690.9
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 0.88498535 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130444.5
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 0.92148438 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127464.6
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 0.96372070 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130646.9
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 0.85407715 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0110s; samplesPerSecond = 116623.4
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 0.89533691 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130528.3
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 0.84780273 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130557.6
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 0.92187500 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127478.6
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 0.97395020 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129789.8
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 0.89924316 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130414.0
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 0.89985352 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130113.0
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 0.95075684 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 131002.6
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 0.93671875 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130287.9
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 0.94113770 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128055.1
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 0.91621094 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130455.2
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 0.84411621 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130152.7
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 0.84108887 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0101s; samplesPerSecond = 127072.4
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 0.89589844 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130714.9
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 0.87617188 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0102s; samplesPerSecond = 125473.0
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 0.85588379 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0098s; samplesPerSecond = 130801.8
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 0.84348145 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129868.8
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 0.99033203 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130091.9
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 0.89829102 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130733.6
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 0.86599121 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0102s; samplesPerSecond = 125380.8
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 0.88898926 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130549.6
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 0.90009766 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130955.7
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 0.94790039 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129324.3
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 0.94375000 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129448.5
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 0.90388184 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130674.9
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 0.88320312 * 1280; EvalClassificationError = 0.26640625 * 1280; time = 0.0098s; samplesPerSecond = 130681.6
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 0.89462891 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130582.9
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 0.87148437 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 129999.4
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 0.86752930 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 128183.3
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 0.88139648 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130549.6
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 0.88210449 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0101s; samplesPerSecond = 127077.4
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 0.97099609 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130245.4
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 0.85307617 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130343.6
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 0.94035645 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129683.3
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 0.94096680 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129120.8
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 0.93769531 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130317.0
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 0.86621094 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 128829.7
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 0.88659668 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130563.0
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 0.92409668 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129225.1
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 0.91975098 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127841.5
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 0.85839844 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130592.3
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 0.89370117 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130097.2
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 0.94899902 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130499.1
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 0.91352539 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130812.5
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 0.93449707 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127956.5
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 0.88623047 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0102s; samplesPerSecond = 126030.1
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 0.90739746 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130813.8
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 0.94165039 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129072.6
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 0.96933594 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130370.1
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 0.90117187 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126553.5
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 0.88110352 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 129974.3
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 0.88366699 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 0.87795410 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129850.4
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 0.92392578 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128102.5
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 0.98518066 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130177.9
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 0.90300293 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130046.9
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 0.92023926 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129929.5
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 0.86401367 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130919.5
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 0.90961914 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129645.2
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 0.92387695 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130828.5
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 0.92463379 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 126324.9
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 0.95546875 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130485.8
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 0.94760742 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130394.0
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 0.90961914 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130680.3
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 0.91730957 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 127979.5
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 0.94865723 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 129206.8
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 0.82558594 * 1280; EvalClassificationError = 0.26328125 * 1280; time = 0.0100s; samplesPerSecond = 128309.2
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 0.99284668 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130004.7
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 0.87683105 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130151.4
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 0.83896484 * 1280; EvalClassificationError = 0.26406250 * 1280; time = 0.0101s; samplesPerSecond = 126913.6
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 0.92456055 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127734.3
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 0.88605957 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130760.4
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 0.87077637 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130040.3
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 0.85556641 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0098s; samplesPerSecond = 130977.1
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 0.93474121 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0103s; samplesPerSecond = 124543.9
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 0.87678223 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129816.1
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 0.86391602 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0098s; samplesPerSecond = 130600.3
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 0.89255371 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 128851.7
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 0.89890137 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0102s; samplesPerSecond = 126021.5
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 0.86357422 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130843.2
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 0.88642578 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129770.1
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 0.90598145 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130692.3
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 0.93679199 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130509.7
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 0.96274414 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 127881.1
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 0.94458008 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130856.6
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 0.93093262 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 126747.7
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 0.88117676 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0100s; samplesPerSecond = 127918.1
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 0.86655273 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130609.6
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 0.97854004 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 128485.7
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 0.89645996 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0101s; samplesPerSecond = 126270.1
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 0.92719727 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129804.3
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 0.88254395 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130779.1
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 0.96218262 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130356.9
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 0.90571289 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130694.9
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 0.90917969 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127951.4
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 0.91208496 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130788.4
01/16/2018 22:36:00:  Epoch[19 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 0.84350586 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0099s; samplesPerSecond = 128932.2
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 0.90759277 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130062.8
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 0.83884277 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130702.9
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 0.91501465 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 128035.9
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 0.88293457 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 128744.1
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 0.88117676 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130374.1
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 0.86340332 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129544.2
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 0.91513672 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 127691.0
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 0.91364746 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130678.9
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 0.89814453 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 127092.6
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 0.83317871 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0100s; samplesPerSecond = 128158.9
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 0.96621094 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130540.3
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 0.86059570 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130150.1
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 0.91479492 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130820.5
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 0.92250977 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0102s; samplesPerSecond = 126050.0
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 0.95895996 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129278.6
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 0.87539062 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130696.3
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 0.88784180 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130355.5
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 0.90473633 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 126252.7
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 0.93496094 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130519.0
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 0.93398437 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130155.4
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 0.89838867 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130847.2
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 0.94179687 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130741.7
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 0.86210937 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0101s; samplesPerSecond = 126849.5
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 0.90766602 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130511.0
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 0.91391602 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 128886.7
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 0.89155273 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 129982.2
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 0.91660156 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 0.91977539 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0103s; samplesPerSecond = 124750.3
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 0.91992188 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130193.8
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 0.86621094 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130688.3
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 0.89550781 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130983.8
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 0.90043945 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 128964.7
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 0.95883789 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130713.6
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 0.91484375 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127900.2
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 0.83022461 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130672.2
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 0.99106445 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0099s; samplesPerSecond = 129559.9
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 0.89360352 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129432.8
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 0.92695313 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130664.2
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 0.90063477 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 0.91279297 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 128796.0
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 0.92060547 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130678.9
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 0.86250000 * 1280; EvalClassificationError = 0.26406250 * 1280; time = 0.0099s; samplesPerSecond = 129439.4
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 0.85605469 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 131002.6
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 0.98525391 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130431.2
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 0.88657227 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128088.4
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 0.92656250 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130895.4
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 0.92373047 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129818.8
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 0.96406250 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0103s; samplesPerSecond = 123718.1
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 0.83769531 * 1280; EvalClassificationError = 0.26640625 * 1280; time = 0.0099s; samplesPerSecond = 129779.3
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 0.96098633 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 128938.7
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 0.91723633 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130052.2
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 0.85219727 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130906.1
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 0.88427734 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0102s; samplesPerSecond = 125604.7
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 0.99384766 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130039.0
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 0.86074219 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 130927.5
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 0.91918945 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129941.3
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 0.91943359 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130882.0
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 0.94013672 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0101s; samplesPerSecond = 126834.4
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 0.89008789 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129876.7
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 0.86831055 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 131020.0
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 0.90434570 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127991.0
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 0.91655273 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129144.2
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 0.87895508 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 0.91738281 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130041.7
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 0.94345703 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130358.2
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 0.90053711 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130344.9
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 0.97744141 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 128910.1
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 0.89799805 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130412.6
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 0.92846680 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0101s; samplesPerSecond = 127144.3
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 0.88593750 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0099s; samplesPerSecond = 129236.8
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 0.88374023 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130763.0
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 0.90488281 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 127235.3
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 0.87402344 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 126912.4
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 0.90336914 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129058.3
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 0.89677734 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129720.1
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 0.91645508 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0101s; samplesPerSecond = 127303.6
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 0.87983398 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130688.3
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 0.88071289 * 1280; EvalClassificationError = 0.26171875 * 1280; time = 0.0100s; samplesPerSecond = 127955.2
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 0.92348633 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129829.3
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 0.89892578 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130477.8
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 0.94746094 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128547.6
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 0.90795898 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130260.0
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 0.94458008 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127612.1
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 0.90366211 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 128404.5
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 0.88720703 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130757.7
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 0.93203125 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129837.2
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 0.95996094 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 129901.8
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 0.89638672 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130487.1
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 0.88535156 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 128904.9
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 0.90424805 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128056.3
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 0.83676758 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 130755.0
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 0.88286133 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129934.7
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 0.88808594 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130507.0
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 0.95283203 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0102s; samplesPerSecond = 125362.4
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 0.89179688 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129722.7
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 0.86557617 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 0.92749023 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130843.2
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 0.88144531 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 128287.4
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 0.89731445 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130891.4
01/16/2018 22:36:01:  Epoch[19 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 0.86567383 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128189.7
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 0.87885742 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129464.2
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 0.93823242 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130590.9
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 0.92646484 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127743.2
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 0.97958984 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130779.1
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 0.92080078 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127545.9
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 0.93100586 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130305.1
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 0.90800781 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130720.3
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 0.96552734 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 127580.3
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 0.94057617 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 127410.1
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 0.95590820 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130187.1
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 0.89711914 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129796.4
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 0.90322266 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129663.6
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 0.92382812 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130440.5
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 0.92260742 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0110s; samplesPerSecond = 116876.8
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 0.92441406 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 129743.8
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 0.92963867 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130347.6
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 0.87211914 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130002.0
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 0.97016602 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130820.5
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 0.90673828 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0101s; samplesPerSecond = 126511.0
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 0.89809570 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130230.9
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 0.91030273 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130492.4
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 0.92456055 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 128949.1
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 0.89091797 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0101s; samplesPerSecond = 126943.8
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 0.90825195 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130874.0
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 0.87377930 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129563.8
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 0.92504883 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130073.4
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 0.90175781 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130693.6
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 0.92636719 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0102s; samplesPerSecond = 125971.9
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 0.91337891 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130825.8
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 0.92529297 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 128673.0
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 0.96342773 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128351.7
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 0.83720703 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130957.0
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 0.85805664 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0102s; samplesPerSecond = 125851.7
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 0.96313477 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 129776.6
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 0.94448242 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130817.8
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 0.96801758 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 128400.6
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 0.93642578 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 128561.8
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 0.91098633 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130888.7
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 0.86577148 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0100s; samplesPerSecond = 128016.6
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 0.93623047 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130823.2
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 0.90747070 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129508.8
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 0.87968750 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 128888.0
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 0.85834961 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 0.93017578 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 127430.4
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 0.91166992 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129028.4
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 0.90356445 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130821.8
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 0.96059570 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 129901.8
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 0.86845703 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128253.9
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 0.89843750 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130391.4
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 0.88842773 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0102s; samplesPerSecond = 126016.5
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 0.95976562 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130815.1
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 0.86914062 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 0.91015625 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130717.6
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 0.95112305 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 129994.1
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 0.91284180 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129045.3
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 0.92973633 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 127438.0
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 0.87929687 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130391.4
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 0.86362305 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0102s; samplesPerSecond = 125958.2
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 0.87500000 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0100s; samplesPerSecond = 128158.9
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 0.96069336 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0195s; samplesPerSecond = 65705.4
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 0.89145508 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130660.2
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 0.90756836 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130807.1
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 0.91889648 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129040.1
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 0.86679688 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130557.6
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 0.90112305 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 128867.3
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 0.85009766 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130728.3
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 0.93237305 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130849.9
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 0.93173828 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 128871.2
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 0.91791992 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 126153.1
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 0.84165039 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130837.9
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 0.92231445 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 0.87734375 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 129703.0
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 0.91401367 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130886.0
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 0.87841797 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130947.6
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 0.97421875 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130863.3
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 0.87636719 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130997.2
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 0.88955078 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 128648.4
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 0.90522461 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131088.4
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 0.92050781 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130963.7
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 0.93198242 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130318.4
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 0.96669922 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130801.8
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 0.89736328 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130958.3
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 0.97514648 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131067.0
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 0.96621094 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130700.3
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 0.91362305 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130119.6
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 0.87949219 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130975.8
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 0.88842773 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 128182.0
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 0.93496094 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130563.0
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 0.86396484 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130653.6
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 0.93457031 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128341.4
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 0.94213867 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129126.0
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 0.88168945 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130471.1
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 0.89667969 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130253.4
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 0.91518555 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130225.6
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 0.86416016 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130884.7
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 0.90131836 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130990.5
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 0.90034180 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 131050.9
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 0.89497070 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130277.2
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 0.92299805 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130799.1
01/16/2018 22:36:02:  Epoch[19 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 0.92802734 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130481.8
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 0.86997070 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0099s; samplesPerSecond = 129161.2
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 0.97089844 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 129959.8
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 0.91787109 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 0.90727539 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130441.9
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 0.83540039 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0098s; samplesPerSecond = 130840.5
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 0.83715820 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0099s; samplesPerSecond = 128815.4
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 0.87739258 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 128338.8
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 0.93896484 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131170.4
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 0.89375000 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128185.9
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 0.94995117 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129253.8
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 0.93579102 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130911.5
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 0.89204102 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128378.7
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 0.86928711 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130392.7
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 0.84326172 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130622.9
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 0.86782227 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130606.9
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 0.88442383 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130684.3
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 0.94731445 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129217.2
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 0.91928711 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0101s; samplesPerSecond = 126140.7
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 0.86538086 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130785.7
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 0.93315430 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130050.9
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 0.96108398 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130573.6
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 0.91918945 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130420.6
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 0.90190430 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128116.6
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 0.92685547 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130785.7
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 1.00903320 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 131001.2
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 0.89174805 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 131010.6
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 0.92802734 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130660.2
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 0.91513672 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0099s; samplesPerSecond = 129183.3
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 0.87187500 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130982.5
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 0.87631836 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128236.0
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 0.91010742 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 0.92807617 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130698.9
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 0.94174805 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130997.2
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 0.90869141 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129796.4
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 0.90009766 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 131034.8
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 0.95102539 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130963.7
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 0.93286133 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 127855.5
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 0.91044922 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130681.6
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 0.96801758 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130685.6
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 0.84697266 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0102s; samplesPerSecond = 126087.3
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 0.87641602 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 0.92319336 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127740.7
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 0.92241211 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 0.83984375 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 131002.6
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 0.92929688 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129649.1
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 0.91689453 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130911.5
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 0.96757812 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130613.6
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 0.87397461 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0103s; samplesPerSecond = 124073.1
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 0.88369141 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130618.9
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 0.92880859 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129745.1
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 0.90981445 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130620.2
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 0.90996094 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130664.2
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 0.92348633 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0099s; samplesPerSecond = 129824.0
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 0.88881836 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 129995.4
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 0.91337891 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 0.99731445 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0099s; samplesPerSecond = 129265.5
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 0.89843750 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130939.6
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 0.91352539 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130759.0
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 0.92578125 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130372.8
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 0.87167969 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130033.7
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 0.90561523 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129929.5
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 0.94467773 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130852.6
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 0.85253906 * 1280; EvalClassificationError = 0.26640625 * 1280; time = 0.0098s; samplesPerSecond = 130887.4
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 0.88969727 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130278.6
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 0.91669922 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 0.95654297 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130919.5
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 0.90336914 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130193.8
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 0.93325195 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130900.8
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 0.90156250 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0101s; samplesPerSecond = 127299.9
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 0.91127930 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0101s; samplesPerSecond = 127283.4
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 0.91918945 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130955.7
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 0.91474609 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 127511.6
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 0.95263672 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130829.8
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 0.92382812 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130505.7
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 0.88862305 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130066.8
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 0.87148437 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130977.1
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 0.87973633 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131054.9
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 0.94912109 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0102s; samplesPerSecond = 124989.0
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 0.86079102 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0098s; samplesPerSecond = 131061.6
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 0.89589844 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130298.5
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 0.92529297 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130862.0
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 0.90200195 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 131069.7
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 0.96079102 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128218.0
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 0.85639648 * 1280; EvalClassificationError = 0.26562500 * 1280; time = 0.0100s; samplesPerSecond = 127392.3
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 0.91801758 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 131142.2
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 0.96918945 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130684.3
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 0.90786133 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129781.9
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 0.97392578 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130644.2
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 0.83481445 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0101s; samplesPerSecond = 126809.3
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 0.91381836 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129349.1
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 0.94208984 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130919.5
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 0.93300781 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127407.6
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 0.92890625 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130831.2
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 0.88325195 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0101s; samplesPerSecond = 126134.5
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 0.94628906 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130748.3
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 0.92304688 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130779.1
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 0.93442383 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129805.6
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 0.97915039 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0101s; samplesPerSecond = 126700.1
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 0.85048828 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130859.3
01/16/2018 22:36:03:  Epoch[19 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 0.90224609 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 129983.5
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 0.92368164 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127950.1
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 0.87802734 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130629.6
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 0.90717773 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128014.1
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 0.90429688 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130233.5
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 0.92871094 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130566.9
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 0.96679688 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130399.3
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 0.87548828 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130433.9
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 0.87880859 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0101s; samplesPerSecond = 127287.2
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 0.90664062 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 0.97700195 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130833.9
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 0.94223633 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 128635.5
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 0.95913086 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130928.9
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 0.86835938 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130484.4
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 0.90937500 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0102s; samplesPerSecond = 126040.1
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 0.95039063 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130484.4
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 0.92172852 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 128802.4
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 0.85390625 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129779.3
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 0.89160156 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130598.9
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 0.92075195 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129857.0
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 0.88212891 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129620.3
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 0.89711914 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130652.2
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 0.92011719 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0106s; samplesPerSecond = 120780.9
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 0.88232422 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130232.2
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 0.98232422 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 130868.6
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 0.86069336 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130686.9
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 0.85986328 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130082.6
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 0.89252930 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129751.6
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 0.92685547 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129599.3
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 0.91870117 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130813.8
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 0.85566406 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129763.5
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 0.89013672 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130914.1
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 0.90385742 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130947.6
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 0.96098633 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 127853.0
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 0.99467773 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130099.8
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 0.90307617 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129240.7
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 0.96040039 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130729.6
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 0.92089844 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130761.7
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 0.86000977 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 127920.7
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 0.92343750 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128319.5
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 0.92587891 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130372.8
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 0.90307617 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 128871.2
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 0.94672852 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130792.4
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 0.86074219 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 130686.9
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 0.95336914 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0103s; samplesPerSecond = 124654.3
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 0.86928711 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129172.9
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 0.91669922 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130890.1
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 0.89472656 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130461.8
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 0.89667969 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130831.2
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 0.99243164 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130824.5
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 0.93144531 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 128075.6
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 0.95537109 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 128302.8
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 0.94072266 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130573.6
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 0.92241211 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129265.5
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 0.95361328 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 0.92680664 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130285.2
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 0.90175781 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130872.7
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 0.97607422 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130886.0
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 0.90649414 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 127242.9
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 0.90180664 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0098s; samplesPerSecond = 130900.8
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 0.90092773 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130618.9
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 0.91787109 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130875.3
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 0.91518555 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130400.7
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 0.92348633 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129199.0
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 0.90024414 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0103s; samplesPerSecond = 123811.5
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 0.94580078 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130979.8
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 0.92036133 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 128895.8
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 0.86787109 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130033.7
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 0.92958984 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130709.6
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 0.96528320 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129847.7
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 0.92470703 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129532.4
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 0.93994141 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130029.8
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 0.85874023 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 127932.2
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 0.88710937 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130559.0
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 0.93999023 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0103s; samplesPerSecond = 123979.3
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 0.89545898 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130902.1
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 0.93471680 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130642.9
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 0.88750000 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 0.89858398 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129448.5
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 0.93642578 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130622.9
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 0.88979492 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130464.5
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 0.89516602 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130874.0
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 0.95195312 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130735.0
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 0.95771484 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129855.6
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 0.91806641 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130673.6
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 0.88930664 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130066.8
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 0.94399414 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0114s; samplesPerSecond = 112558.1
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 0.91928711 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130245.4
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 0.94477539 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130122.3
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 0.94755859 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0102s; samplesPerSecond = 125079.4
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 0.89252930 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130779.1
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 0.84370117 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0114s; samplesPerSecond = 112341.8
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 0.94868164 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129663.6
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 0.89116211 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130238.8
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 0.94091797 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0103s; samplesPerSecond = 124651.9
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 0.90063477 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127520.5
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 0.88579102 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130678.9
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 0.97993164 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130358.2
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 0.90478516 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 127199.9
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 0.94326172 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0107s; samplesPerSecond = 119967.0
01/16/2018 22:36:04:  Epoch[19 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 0.90175781 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129743.8
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 0.90932617 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0122s; samplesPerSecond = 105175.8
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 0.93315430 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130799.1
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 0.95732422 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0123s; samplesPerSecond = 104219.3
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 0.87426758 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0112s; samplesPerSecond = 114664.5
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 0.95502930 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130887.4
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 0.87812500 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0121s; samplesPerSecond = 105968.2
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 0.93139648 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 128123.0
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 0.92172852 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130581.6
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 0.90922852 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0121s; samplesPerSecond = 105688.2
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 0.89340820 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0108s; samplesPerSecond = 118922.6
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 0.92958984 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130650.9
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 0.89819336 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0112s; samplesPerSecond = 114460.5
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 0.94687500 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 127617.1
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 0.94921875 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129101.2
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 0.95131836 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131194.6
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 0.90507812 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 129976.9
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 0.90839844 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130539.0
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 0.96386719 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0121s; samplesPerSecond = 105721.3
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 0.95351562 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130626.9
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 0.90644531 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0121s; samplesPerSecond = 106195.9
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 0.86411133 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130874.0
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 0.93139648 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0107s; samplesPerSecond = 119891.7
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 0.92431641 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129210.7
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 0.94863281 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130849.9
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 0.91484375 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0108s; samplesPerSecond = 118773.7
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 0.92333984 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130334.3
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 0.95415039 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130563.0
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 0.91767578 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129816.1
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 0.89423828 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0111s; samplesPerSecond = 115783.7
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 0.90532227 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130708.3
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 0.95781250 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130103.8
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 0.86098633 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0120s; samplesPerSecond = 106952.8
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 0.90537109 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130221.6
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 0.89863281 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 126492.2
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 0.85141602 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0116s; samplesPerSecond = 110267.8
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 0.90615234 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130359.5
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 0.90449219 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0102s; samplesPerSecond = 126036.4
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 0.89052734 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130372.8
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 0.89848633 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130412.6
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 0.96708984 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130376.8
01/16/2018 22:36:05:  Epoch[19 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 0.90830078 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0101s; samplesPerSecond = 126447.2
01/16/2018 22:36:05: Finished Epoch[19 of 25]: [Training] CrossEntropyWithSoftmax = 0.90987304 * 1124823; EvalClassificationError = 0.29648931 * 1124823; totalSamplesSeen = 21371637; learningRatePerSample = 1.5258789e-05; epochTime=8.81101s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:36:06: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.23345564 * 122487; perplexity = 3.43307254; EvalClassificationError = 0.38815548 * 122487
01/16/2018 22:36:06: Finished Epoch[19 of 25]: [Validate] CrossEntropyWithSoftmax = 1.23345564 * 122487; EvalClassificationError = 0.38815548 * 122487
01/16/2018 22:36:06: Loading (rolling back to) previous model with best training-criterion value: /tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.18.
ValidateSubNetwork: InvStdOfFeatures InvStdDev operation changed, from [792 x 1] to [792].ValidateSubNetwork: MeanOfFeatures Mean operation changed, from [792 x 1] to [792].ValidateSubNetwork: Prior Mean operation changed, from [183 x 1] to [183].01/16/2018 22:36:06: learnRatePerSample reduced to 7.6293945e-06
01/16/2018 22:36:06: SGD: revoke back to and update checkpoint file for epoch 18

01/16/2018 22:36:06: Starting Epoch 19: learning rate per sample = 0.000008  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 18: frames [20246814..21371637] (first utterance at frame 20246814), data subset 0 of 1, with 1 datapasses

01/16/2018 22:36:06: Starting minibatch loop.
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 0.88185110 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0102s; samplesPerSecond = 125437.3
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 0.87510061 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129759.5
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 0.91711235 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128325.9
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 0.87141972 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 126810.5
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 0.92669067 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130281.2
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 0.88326988 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0107s; samplesPerSecond = 119580.3
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 0.90563431 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129603.2
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 0.87218399 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0120s; samplesPerSecond = 106394.5
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 0.91367722 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129866.2
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 0.94332657 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0107s; samplesPerSecond = 119877.1
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 0.94998550 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0123s; samplesPerSecond = 104425.9
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 0.89529114 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128342.7
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 0.88552094 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0122s; samplesPerSecond = 105083.4
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 0.89559937 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0109s; samplesPerSecond = 117143.2
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 0.90089035 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130207.0
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 0.90286407 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128211.5
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 0.87156525 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130660.2
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 0.91496887 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129849.1
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 0.94107056 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131165.0
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 0.92633972 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130737.6
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 0.88298645 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130078.7
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 0.87053223 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0105s; samplesPerSecond = 121465.2
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 0.86987915 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130576.3
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 0.90188599 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 128647.1
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 1.01110077 * 1280; EvalClassificationError = 0.33437500 * 1280; time = 0.0123s; samplesPerSecond = 103763.9
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 0.87032928 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0104s; samplesPerSecond = 122748.8
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 0.93058319 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0102s; samplesPerSecond = 125277.7
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 0.88613281 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130503.0
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 0.89038239 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130727.0
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 0.89714661 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0099s; samplesPerSecond = 129419.7
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 0.90704346 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0122s; samplesPerSecond = 104659.0
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 0.90118713 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130827.2
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 0.92851257 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128066.6
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 0.92883911 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0108s; samplesPerSecond = 118218.6
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 0.91207275 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130859.3
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 0.87981873 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0103s; samplesPerSecond = 123896.5
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 0.93941345 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130666.9
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 0.97468262 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0107s; samplesPerSecond = 120032.3
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 0.89600830 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0123s; samplesPerSecond = 103985.6
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 0.94188843 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0101s; samplesPerSecond = 126571.0
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 0.88340759 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130725.6
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 0.86015320 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0123s; samplesPerSecond = 104057.4
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 0.88562012 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130241.5
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 0.94376831 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130624.2
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 0.93788757 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130568.3
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 0.88517456 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0103s; samplesPerSecond = 124283.9
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 0.93002014 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130624.2
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 0.90496521 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0121s; samplesPerSecond = 105388.8
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 0.93473206 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128512.8
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 0.90655212 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129632.1
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 0.97407532 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0105s; samplesPerSecond = 121587.5
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 0.95776062 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0112s; samplesPerSecond = 114038.3
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 0.91059875 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0133s; samplesPerSecond = 96504.7
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 0.91347656 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130939.6
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 0.94720459 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0101s; samplesPerSecond = 126803.0
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 0.90128174 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0119s; samplesPerSecond = 107816.7
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 0.92941895 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130362.2
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 0.88384399 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0101s; samplesPerSecond = 126366.1
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 0.87944336 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0122s; samplesPerSecond = 104830.4
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 0.89197998 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130673.6
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 0.92334595 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130613.6
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 0.91873169 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0121s; samplesPerSecond = 106085.0
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 0.86415405 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 129287.7
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 0.87973633 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0121s; samplesPerSecond = 106041.9
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 0.94489136 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130052.2
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 0.91245728 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0107s; samplesPerSecond = 119895.1
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 0.90281372 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130777.7
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 0.93586426 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130841.9
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 0.87990112 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127660.4
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 0.92646484 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0120s; samplesPerSecond = 106794.8
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 0.95197144 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0110s; samplesPerSecond = 116110.3
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 0.85119019 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 131071.0
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 0.93784790 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0119s; samplesPerSecond = 107662.5
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 0.96759644 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0100s; samplesPerSecond = 128632.9
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 0.98366089 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 127819.8
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 0.92421265 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130713.6
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 0.89094849 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130548.3
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 0.89901123 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0102s; samplesPerSecond = 124990.2
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 0.90955811 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:36:06:  Epoch[19 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 0.89307251 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129888.6
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 0.90892944 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0100s; samplesPerSecond = 127905.4
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 0.92543335 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130697.6
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 0.88728638 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129336.0
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 0.94215698 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130813.8
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 0.90465088 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0129s; samplesPerSecond = 98871.5
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 0.95266113 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130824.5
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 0.91302490 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0122s; samplesPerSecond = 105288.3
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 0.94559326 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130681.6
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 0.86906738 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 0.87307739 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130394.0
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 0.92758179 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0101s; samplesPerSecond = 126941.3
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 0.88088989 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130652.2
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 0.90614624 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0124s; samplesPerSecond = 103487.0
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 0.89962158 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0111s; samplesPerSecond = 114807.5
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 0.87880859 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 128810.2
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 0.92569580 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0118s; samplesPerSecond = 108017.8
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 0.87485962 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130803.1
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 0.98477783 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0101s; samplesPerSecond = 126386.1
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 0.83853760 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 128968.6
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 0.86091309 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130995.9
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 0.87965698 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0101s; samplesPerSecond = 126352.4
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 0.93576660 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 128749.3
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 0.93393555 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130772.4
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 0.93573608 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0122s; samplesPerSecond = 105174.9
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 0.91983032 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0109s; samplesPerSecond = 117144.2
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 0.84536743 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130624.2
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 0.90528564 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0101s; samplesPerSecond = 127203.7
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 0.89208984 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129693.8
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 0.89518433 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130480.4
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 0.93419800 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0109s; samplesPerSecond = 117298.8
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 0.85673828 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0101s; samplesPerSecond = 127251.8
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 0.90443726 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130702.9
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 0.93484497 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130015.2
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 0.89982910 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130813.8
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 0.89318848 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130761.7
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 0.88447266 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0125s; samplesPerSecond = 102705.7
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 0.87395020 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128130.7
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 0.93718262 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130387.4
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 0.90173340 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0125s; samplesPerSecond = 102254.4
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 0.92822266 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129515.3
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 0.90515137 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130835.2
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 0.86280518 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0103s; samplesPerSecond = 124188.7
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 0.84453125 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 126771.6
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 0.90319824 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0101s; samplesPerSecond = 126357.4
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 0.90931396 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0119s; samplesPerSecond = 107905.8
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 0.87513428 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0104s; samplesPerSecond = 122825.4
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 0.88666992 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0116s; samplesPerSecond = 110701.7
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 0.85546875 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0098s; samplesPerSecond = 130652.2
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 0.88811035 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0102s; samplesPerSecond = 125636.8
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 0.89587402 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130684.3
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 0.91459961 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0115s; samplesPerSecond = 111090.9
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 0.89556885 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130479.1
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 0.91556396 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130421.9
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 0.94368896 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130168.6
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 0.88967285 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130298.5
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 0.90401611 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129651.8
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 0.89320068 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130724.3
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 0.85916748 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130812.5
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 0.87646484 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130113.0
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 0.88828125 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 127877.2
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 0.87641602 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0101s; samplesPerSecond = 127160.7
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 0.83432617 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130940.9
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 0.92497559 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 127830.0
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 0.89495850 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130692.3
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 0.88088379 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 129940.0
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 0.90794678 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129847.7
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 0.84952393 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0099s; samplesPerSecond = 129276.0
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 0.87443848 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 127956.5
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 0.93192139 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0102s; samplesPerSecond = 125321.9
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 0.89862061 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130761.7
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 0.91275635 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 128378.7
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 0.91076660 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130791.1
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 0.96695557 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 0.91513672 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130056.2
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 0.92711182 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 126542.2
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 0.86859131 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127552.3
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 0.91820068 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 129995.4
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 0.93804932 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130744.3
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 0.90704346 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130753.7
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 0.88109131 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0121s; samplesPerSecond = 105647.2
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 0.85133057 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130765.7
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 0.92794189 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129537.6
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 0.91525879 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0107s; samplesPerSecond = 119213.9
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 0.89992676 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130273.3
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 0.96048584 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130621.6
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 0.91181641 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 127102.7
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 0.88674316 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130681.6
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 0.96010742 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129688.5
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 0.94466553 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0123s; samplesPerSecond = 103875.9
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 0.92349854 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130134.2
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 0.86879883 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0101s; samplesPerSecond = 127019.4
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 0.84892578 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0124s; samplesPerSecond = 103414.3
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 0.89893799 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 128749.3
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 0.92966309 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0120s; samplesPerSecond = 106321.1
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 0.91942139 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127698.6
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 0.89807129 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129617.6
01/16/2018 22:36:07:  Epoch[19 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 0.88492432 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130602.9
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 0.91315918 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130812.5
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 0.90444336 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130743.0
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 0.95366211 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0125s; samplesPerSecond = 102258.5
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 0.89372559 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130355.5
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 0.88883057 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0105s; samplesPerSecond = 121905.9
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 0.88320312 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0119s; samplesPerSecond = 107988.6
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 0.90982666 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 126971.5
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 0.90240479 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130829.8
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 0.91536865 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130685.6
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 0.87624512 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130769.7
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 0.93037109 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0128s; samplesPerSecond = 99858.8
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 0.91210938 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130803.1
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 0.92185059 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0115s; samplesPerSecond = 111765.0
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 0.88917236 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130548.3
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 0.88692627 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130751.0
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 0.95762939 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130654.9
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 0.92093506 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0125s; samplesPerSecond = 102714.7
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 0.88853760 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130709.6
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 0.91697998 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 0.90224609 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0120s; samplesPerSecond = 106259.3
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 0.92283936 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130967.7
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 0.88527832 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 128770.0
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 0.90310059 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0125s; samplesPerSecond = 102035.9
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 0.95688477 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130240.1
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 0.96561279 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0105s; samplesPerSecond = 122296.1
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 0.92083740 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0121s; samplesPerSecond = 105994.5
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 0.90679932 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129922.9
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 0.94774170 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0121s; samplesPerSecond = 106135.1
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 0.87373047 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0114s; samplesPerSecond = 112524.5
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 0.91710205 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129651.8
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 0.96527100 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0123s; samplesPerSecond = 104021.9
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 0.93117676 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130638.9
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 0.93471680 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 128269.4
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 0.90133057 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130555.0
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 0.87705078 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 127627.3
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 0.95106201 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 127554.8
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 0.95893555 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130733.6
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 0.91614990 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129456.4
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 0.89056396 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127572.6
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 0.85874023 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130640.2
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 0.88040771 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 129714.8
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 0.87845459 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0107s; samplesPerSecond = 119700.0
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 0.90130615 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130342.3
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 0.85692139 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0101s; samplesPerSecond = 127216.3
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 0.95949707 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 128816.7
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 0.96312256 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130634.9
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 0.92890625 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130507.0
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 0.92884521 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130641.6
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 0.93909912 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0111s; samplesPerSecond = 114937.4
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 0.88498535 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129755.6
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 0.96914062 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130476.4
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 0.93969727 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0125s; samplesPerSecond = 102272.4
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 0.95698242 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130512.4
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 0.87321777 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0104s; samplesPerSecond = 123219.1
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 0.89335937 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0118s; samplesPerSecond = 108644.0
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 0.91147461 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130780.4
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 0.93554688 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130796.4
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 0.89411621 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130493.7
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 0.91430664 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0102s; samplesPerSecond = 125823.3
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 0.86835938 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0101s; samplesPerSecond = 126316.2
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 0.92209473 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0103s; samplesPerSecond = 123758.8
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 0.92270508 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129397.5
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 0.86799316 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0125s; samplesPerSecond = 102780.7
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 0.91777344 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130805.8
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 0.90185547 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129837.2
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 0.87004395 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0122s; samplesPerSecond = 105088.6
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 0.91301270 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130825.8
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 0.89248047 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0109s; samplesPerSecond = 116924.9
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 0.90510254 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130061.5
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 0.90729980 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130967.7
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 0.93193359 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130408.6
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 0.91604004 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130609.6
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 0.97626953 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129733.2
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 0.91276855 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0186s; samplesPerSecond = 68637.9
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 0.89858398 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129474.7
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 0.93300781 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 129724.0
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 0.90751953 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130780.4
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 0.88342285 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0102s; samplesPerSecond = 124981.7
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 0.93884277 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129396.2
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 0.91889648 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129044.0
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 0.92333984 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130553.6
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 0.88735352 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130753.7
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 0.95368652 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130512.4
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 0.87749023 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0100s; samplesPerSecond = 127819.8
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 0.96030273 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130755.0
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 0.89462891 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127615.9
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 0.94108887 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 128960.8
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 0.89733887 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130760.4
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 0.92600098 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0102s; samplesPerSecond = 125281.4
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 0.94819336 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130737.6
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 0.90302734 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130931.6
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 0.93198242 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129940.0
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 0.87387695 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128492.1
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 0.95256348 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130745.7
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 0.96501465 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 128006.4
01/16/2018 22:36:08:  Epoch[19 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 0.92631836 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130807.1
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 0.93496094 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128376.1
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 0.90148926 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0100s; samplesPerSecond = 127947.5
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 0.93918457 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 0.92490234 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129204.2
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 0.89440918 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 128790.8
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 0.89680176 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130740.3
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 0.88935547 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 126955.2
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 0.96435547 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127920.7
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 0.89836426 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130644.2
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 0.89125977 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 129957.2
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 0.89992676 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 0.91806641 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127593.0
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 0.89763184 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130269.3
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 0.90556641 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130723.0
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 0.89641113 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130471.1
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 0.89228516 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 129950.6
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 0.92053223 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130890.1
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 0.93256836 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 128955.6
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 0.90566406 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127830.0
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 0.88437500 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130681.6
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 0.83549805 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0099s; samplesPerSecond = 129895.2
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 0.94396973 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131072.3
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 0.93271484 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129054.4
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 0.88205566 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 127477.3
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 0.83850098 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 130828.5
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 0.94357910 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129851.7
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 0.94262695 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129679.3
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 0.93627930 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130805.8
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 0.87436523 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 127715.2
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 0.86022949 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129105.1
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 0.94516602 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0103s; samplesPerSecond = 124049.0
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 0.91750488 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127685.9
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 0.94279785 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130700.3
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 0.88427734 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 127641.3
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 0.88415527 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129731.9
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 0.89904785 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130801.8
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 0.87158203 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0098s; samplesPerSecond = 130144.8
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 0.95502930 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0101s; samplesPerSecond = 126632.4
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 0.85649414 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130642.9
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 0.92145996 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0101s; samplesPerSecond = 126771.6
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 0.97988281 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130217.6
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 0.88271484 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130590.9
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 0.91718750 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 128026.9
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 0.90346680 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127624.8
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 0.84919434 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0098s; samplesPerSecond = 130696.3
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 0.89680176 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130440.5
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 0.85925293 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130745.7
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 0.92807617 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 127824.9
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 0.86149902 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0100s; samplesPerSecond = 128465.0
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 0.95463867 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129942.6
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 0.89472656 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 128840.0
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 0.90417480 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 126882.2
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 0.87604980 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130012.6
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 0.92587891 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130224.2
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 0.89230957 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130594.9
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 0.93215332 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129917.6
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 0.95705566 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 127691.0
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 0.92834473 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130652.2
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 0.89121094 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0104s; samplesPerSecond = 123086.4
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 0.90715332 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 128736.4
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 0.91525879 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 131057.6
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 0.88422852 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130318.4
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 0.92724609 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128202.6
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 0.89079590 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129914.9
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 0.88476562 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0103s; samplesPerSecond = 124522.1
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 0.92165527 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129868.8
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 0.96357422 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130716.3
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 0.85397949 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127614.6
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 0.89526367 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 126327.4
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 0.84763184 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130475.1
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 0.92165527 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 129975.6
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 0.97368164 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129683.3
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 0.89909668 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0102s; samplesPerSecond = 125849.2
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 0.89965820 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129519.3
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 0.95078125 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130765.7
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 0.93666992 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127768.7
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 0.94104004 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 126526.0
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 0.91630859 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130832.5
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 0.84384766 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0099s; samplesPerSecond = 129548.1
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 0.84062500 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0100s; samplesPerSecond = 128487.0
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 0.89572754 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130660.2
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 0.87614746 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129129.9
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 0.85571289 * 1280; EvalClassificationError = 0.26796875 * 1280; time = 0.0098s; samplesPerSecond = 130461.8
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 0.84318848 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 129969.0
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 0.98979492 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129260.3
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 0.89829102 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130660.2
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 0.86569824 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 0.88891602 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 128297.7
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 0.89980469 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130804.4
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 0.94758301 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129552.0
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 0.94382324 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 128770.0
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 0.90375977 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0109s; samplesPerSecond = 117843.1
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 0.88308105 * 1280; EvalClassificationError = 0.26640625 * 1280; time = 0.0100s; samplesPerSecond = 127998.7
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 0.89443359 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128184.6
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 0.87104492 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130807.1
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 0.86723633 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 128044.8
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 0.88129883 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 127621.0
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 0.88210449 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129874.1
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 0.97045898 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 128543.7
01/16/2018 22:36:09:  Epoch[19 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 0.85310059 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130827.2
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 0.93994141 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129123.4
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 0.94094238 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129283.8
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 0.93750000 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130319.7
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 0.86611328 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0105s; samplesPerSecond = 122257.6
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 0.88664551 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130013.9
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 0.92409668 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130883.4
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 0.91960449 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127637.5
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 0.85825195 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 128680.7
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 0.89343262 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 0.94870605 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129538.9
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 0.91330566 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130704.3
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 0.93415527 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0102s; samplesPerSecond = 125841.8
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 0.88601074 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128162.8
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 0.90710449 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130864.6
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 0.94121094 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127384.7
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 0.96926270 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129599.3
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 0.90080566 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130895.4
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 0.88122559 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0101s; samplesPerSecond = 126652.4
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 0.88364258 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 128966.0
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 0.87778320 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130880.7
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 0.92351074 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130471.1
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 0.98488770 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 129955.8
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 0.90322266 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127526.9
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 0.91999512 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 128643.2
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 0.86381836 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 130105.1
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 0.90952148 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129154.6
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 0.92385254 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130610.9
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 0.92414551 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130748.3
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 0.95549316 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129899.1
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 0.94726562 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129245.9
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 0.90925293 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130295.8
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 0.91701660 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129400.1
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 0.94846191 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130888.7
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 0.82529297 * 1280; EvalClassificationError = 0.26328125 * 1280; time = 0.0099s; samplesPerSecond = 129933.4
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 0.99299316 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0099s; samplesPerSecond = 128842.6
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 0.87666016 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130708.3
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 0.83884277 * 1280; EvalClassificationError = 0.26562500 * 1280; time = 0.0099s; samplesPerSecond = 129230.3
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 0.92402344 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129558.6
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 0.88588867 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130600.3
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 0.87092285 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129883.3
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 0.85527344 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0099s; samplesPerSecond = 128766.2
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 0.93464355 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 0.87683105 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 128115.3
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 0.86372070 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0098s; samplesPerSecond = 130359.5
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 0.89213867 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130350.2
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 0.89868164 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128292.5
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 0.86325684 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130479.1
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 0.88603516 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127876.0
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 0.90544434 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129533.7
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 0.93681641 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130036.4
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 0.96262207 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130232.2
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 0.94453125 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 126947.6
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 0.93083496 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130649.6
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 0.88100586 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0098s; samplesPerSecond = 130114.4
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 0.86674805 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130731.0
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 0.97836914 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130955.7
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 0.89633789 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0101s; samplesPerSecond = 126966.5
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 0.92690430 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130912.8
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 0.88251953 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0099s; samplesPerSecond = 129668.8
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 0.96191406 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129502.2
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 0.90551758 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130919.5
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 0.90856934 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127529.4
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 0.91220703 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0100s; samplesPerSecond = 127846.6
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 0.84343262 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 130866.0
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 0.90698242 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129667.5
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 0.83916016 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 129049.2
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 0.91420898 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130617.6
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 0.88259277 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 127980.8
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 0.88107910 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130238.8
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 0.86352539 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 128754.5
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 0.91479492 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 127873.4
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 0.91342773 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130102.5
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 0.89758301 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128227.0
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 0.83273926 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0099s; samplesPerSecond = 129781.9
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 0.96613770 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130678.9
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 0.86008301 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127918.1
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 0.91462402 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127518.0
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 0.92224121 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130886.0
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 0.95900879 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129146.8
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 0.87509766 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131092.5
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 0.88779297 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129944.0
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 0.90434570 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 128359.4
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 0.93452148 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130281.2
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 0.93364258 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128141.0
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 0.89794922 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128274.5
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 0.94150391 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130601.6
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 0.86166992 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130056.2
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 0.90761719 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 128417.4
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 0.91347656 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130072.0
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 0.89140625 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 129980.9
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 0.91655273 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130816.5
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 0.91933594 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129646.5
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 0.91972656 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 127431.7
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 0.86601562 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130102.5
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 0.89560547 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129493.1
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 0.90004883 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129396.2
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 0.95844727 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130471.1
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 0.91464844 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 126561.0
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 0.83017578 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 128423.8
01/16/2018 22:36:10:  Epoch[19 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 0.99082031 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 130306.4
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 0.89340820 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130158.0
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 0.92636719 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129537.6
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 0.90039062 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130335.6
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 0.91245117 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 127654.1
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 0.92026367 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130825.8
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 0.86220703 * 1280; EvalClassificationError = 0.26640625 * 1280; time = 0.0099s; samplesPerSecond = 129703.0
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 0.85600586 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0100s; samplesPerSecond = 127719.0
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 0.98496094 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130898.1
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 0.88642578 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129708.3
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 0.92641602 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130321.0
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 0.92368164 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130656.2
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 0.96376953 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129041.4
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 0.83769531 * 1280; EvalClassificationError = 0.26796875 * 1280; time = 0.0101s; samplesPerSecond = 126721.4
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 0.96049805 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130408.6
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 0.91748047 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130416.6
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 0.85209961 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130398.0
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 0.88422852 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0099s; samplesPerSecond = 129004.9
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 0.99360352 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0101s; samplesPerSecond = 126666.2
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 0.86054688 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 130511.0
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 0.91875000 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129408.0
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 0.91914063 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129497.0
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 0.93979492 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 0.88984375 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0102s; samplesPerSecond = 125734.3
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 0.86816406 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130010.0
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 0.90395508 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131052.2
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 0.91645508 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129897.8
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 0.87866211 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130729.6
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 0.91694336 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 126176.7
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 0.94340820 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 0.90063477 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130764.4
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 0.97724609 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 129992.8
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 0.89785156 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 127643.9
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 0.92827148 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130743.0
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 0.88579102 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130270.6
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 0.88349609 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129128.6
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 0.90458984 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130516.4
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 0.87382812 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130216.3
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 0.90361328 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130866.0
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 0.89658203 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0114s; samplesPerSecond = 112005.6
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 0.91616211 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129818.8
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 0.87968750 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130747.0
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 0.88066406 * 1280; EvalClassificationError = 0.26250000 * 1280; time = 0.0101s; samplesPerSecond = 126711.3
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 0.92285156 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 127649.0
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 0.89853516 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130769.7
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 0.94692383 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127493.8
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 0.90751953 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129097.3
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 0.94409180 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131024.0
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 0.90327148 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128197.4
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 0.88701172 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 129014.1
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 0.93198242 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130557.6
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 0.95971680 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 128779.1
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 0.89604492 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 127577.7
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 0.88564453 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129308.6
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 0.90415039 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0105s; samplesPerSecond = 121844.4
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 0.83662109 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 130348.9
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 0.88286133 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0191s; samplesPerSecond = 66913.8
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 0.88793945 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130290.5
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 0.95244141 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0105s; samplesPerSecond = 121632.5
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 0.89145508 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129676.7
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 0.86547852 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130559.0
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 0.92724609 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130658.9
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 0.88129883 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 127515.4
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 0.89726562 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131045.5
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 0.86528320 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 128946.5
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 0.87866211 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0107s; samplesPerSecond = 119751.5
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 0.93808594 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130924.9
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 0.92602539 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129611.1
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 0.97939453 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0099s; samplesPerSecond = 129760.9
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 0.92036133 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127841.5
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 0.93095703 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129270.7
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 0.90786133 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0135s; samplesPerSecond = 94598.3
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 0.96528320 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130610.9
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 0.94023437 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130856.6
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 0.95532227 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0111s; samplesPerSecond = 115720.9
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 0.89682617 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130665.6
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 0.90317383 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 128559.2
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 0.92348633 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0128s; samplesPerSecond = 100109.5
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 0.92255859 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130560.3
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 0.92436523 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 129962.4
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 0.92973633 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 129958.5
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 0.87172852 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130709.6
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 0.96967773 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0102s; samplesPerSecond = 125745.4
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 0.90620117 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130642.9
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 0.89755859 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130590.9
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 0.91020508 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129883.3
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 0.92451172 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130612.2
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 0.89082031 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0099s; samplesPerSecond = 129476.0
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 0.90830078 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128582.5
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 0.87368164 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130258.7
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 0.92451172 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0108s; samplesPerSecond = 118580.0
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 0.90151367 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0108s; samplesPerSecond = 118991.2
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 0.92592773 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130805.8
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 0.91328125 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129746.4
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 0.92480469 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0122s; samplesPerSecond = 105292.6
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 0.96328125 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130568.3
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 0.83701172 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0100s; samplesPerSecond = 128237.2
01/16/2018 22:36:11:  Epoch[19 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 0.85791016 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0120s; samplesPerSecond = 107018.9
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 0.96284180 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 0.94394531 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129296.8
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 0.96811523 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0122s; samplesPerSecond = 104509.4
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 0.93657227 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130783.1
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 0.91059570 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 0.86542969 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0124s; samplesPerSecond = 103340.8
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 0.93603516 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130169.9
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 0.90708008 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130927.5
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 0.87934570 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130686.9
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 0.85830078 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0102s; samplesPerSecond = 125606.0
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 0.93041992 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130110.4
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 0.91137695 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0108s; samplesPerSecond = 118399.0
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 0.90302734 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130016.6
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 0.96044922 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0115s; samplesPerSecond = 111130.4
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 0.86831055 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130314.4
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 0.89790039 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130890.1
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 0.88818359 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0123s; samplesPerSecond = 103911.3
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 0.95957031 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129185.9
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 0.86850586 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0101s; samplesPerSecond = 127249.2
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 0.91005859 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 0.95097656 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130796.4
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 0.91250000 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130837.9
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 0.92939453 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0127s; samplesPerSecond = 101117.0
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 0.87905273 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129027.1
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 0.86284180 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0101s; samplesPerSecond = 126909.8
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 0.87441406 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0102s; samplesPerSecond = 125035.4
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 0.96059570 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0102s; samplesPerSecond = 124908.5
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 0.89082031 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 0.90712891 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129600.6
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 0.91894531 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130918.2
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 0.86650391 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130662.9
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 0.90087891 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0101s; samplesPerSecond = 126591.0
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 0.84975586 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130981.1
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 0.93208008 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130080.0
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 0.93159180 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131120.7
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 0.91772461 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130201.7
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 0.84160156 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130914.1
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 0.92182617 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128051.2
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 0.87729492 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0100s; samplesPerSecond = 128407.1
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 0.91386719 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130321.0
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 0.87792969 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129839.8
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 0.97382813 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130666.9
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 0.87602539 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129008.8
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 0.88911133 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130040.3
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 0.90449219 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130731.0
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 0.91977539 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130685.6
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 0.93178711 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 127034.5
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 0.96640625 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130706.9
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 0.89711914 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129600.6
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 0.97456055 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129133.8
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 0.96606445 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130729.6
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 0.91342773 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127457.0
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 0.87919922 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130166.0
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 0.88798828 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130480.4
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 0.93471680 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130674.9
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 0.86352539 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130662.9
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 0.93461914 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 128933.5
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 0.94213867 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130452.5
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 0.88134766 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130636.2
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 0.89628906 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127596.8
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 0.91494141 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130764.4
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 0.86376953 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129924.2
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 0.90102539 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127957.8
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 0.89985352 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130936.9
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 0.89477539 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 127220.1
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 0.92275391 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130747.0
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 0.92797852 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129465.6
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 0.86972656 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0100s; samplesPerSecond = 127448.1
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 0.97045898 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127532.0
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 0.91772461 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130625.6
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 0.90708008 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130090.6
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 0.83505859 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0100s; samplesPerSecond = 127478.6
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 0.83681641 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0099s; samplesPerSecond = 129590.1
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 0.87719727 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129107.7
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 0.93862305 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130614.9
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 0.89331055 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 128359.4
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 0.94921875 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0103s; samplesPerSecond = 124553.6
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 0.93554688 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130788.4
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 0.89179688 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130803.1
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 0.86909180 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 128797.3
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 0.84331055 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130693.6
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 0.86767578 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 128962.1
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 0.88393555 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130148.8
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 0.94716797 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130849.9
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 0.91909180 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127689.7
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 0.86474609 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 129983.5
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 0.93305664 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130513.7
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 0.96098633 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129010.1
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 0.91909180 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129128.6
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 0.90151367 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130872.7
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 0.92661133 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 1.00903320 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130757.7
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 0.89111328 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0100s; samplesPerSecond = 127545.9
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 0.92788086 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129885.9
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 0.91489258 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130475.1
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 0.87148437 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130058.8
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 0.87587891 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130837.9
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 0.90937500 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 127307.4
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 0.92768555 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 128649.7
01/16/2018 22:36:12:  Epoch[19 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 0.94160156 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130716.3
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 0.90800781 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129914.9
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 0.89970703 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130334.3
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 0.95087891 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130638.9
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 0.93251953 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130660.2
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 0.91000977 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130507.0
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 0.96801758 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130566.9
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 0.84672852 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0099s; samplesPerSecond = 128915.3
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 0.87607422 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 131010.6
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 0.92285156 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 128599.3
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 0.92197266 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 0.83955078 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130467.1
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 0.92905273 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130307.8
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 0.91674805 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 126952.6
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 0.96708984 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130622.9
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 0.87373047 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 128869.9
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 0.88354492 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0101s; samplesPerSecond = 126970.3
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 0.92832031 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130961.0
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 0.90971680 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130192.4
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 0.90932617 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130301.1
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 0.92309570 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0100s; samplesPerSecond = 127804.5
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 0.88857422 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129179.4
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 0.91303711 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131006.6
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 0.99721680 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 127643.9
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 0.89819336 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128459.9
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 0.91313477 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130772.4
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 0.92548828 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130238.8
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 0.87104492 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0100s; samplesPerSecond = 128230.8
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 0.90546875 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130420.6
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 0.94448242 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 128173.0
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 0.85224609 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0098s; samplesPerSecond = 130681.6
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 0.88945312 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129516.6
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 0.91625977 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129755.6
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 0.95644531 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130024.5
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 0.90322266 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130914.1
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 0.93271484 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130660.2
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 0.90097656 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130792.4
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 0.91103516 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130252.1
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 0.91884766 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128335.0
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 0.91430664 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130805.8
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 0.95249023 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 129970.4
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 0.92338867 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130594.9
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 0.88813477 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0101s; samplesPerSecond = 126202.9
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 0.87128906 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 129347.8
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 0.87954102 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130515.0
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 0.94887695 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128438.0
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 0.86044922 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0100s; samplesPerSecond = 128567.0
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 0.89545898 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130604.2
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 0.92475586 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129251.2
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 0.90185547 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0102s; samplesPerSecond = 125453.3
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 0.96010742 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 0.85610352 * 1280; EvalClassificationError = 0.26796875 * 1280; time = 0.0098s; samplesPerSecond = 130896.7
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 0.91782227 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127883.6
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 0.96918945 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130185.8
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 0.90761719 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130500.4
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 0.97377930 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130168.6
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 0.83466797 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0153s; samplesPerSecond = 83437.1
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 0.91352539 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0102s; samplesPerSecond = 125359.9
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 0.94174805 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128360.7
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 0.93251953 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130589.6
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 0.92890625 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130319.7
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 0.88310547 * 1280; EvalClassificationError = 0.26562500 * 1280; time = 0.0099s; samplesPerSecond = 129834.6
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 0.94604492 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130788.4
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 0.92299805 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129199.0
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 0.93413086 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129864.9
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 0.97861328 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130926.2
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 0.85019531 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129002.3
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 0.90209961 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130982.5
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 0.92338867 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0101s; samplesPerSecond = 127106.4
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 0.87778320 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129126.0
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 0.90688477 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130403.3
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 0.90390625 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128481.8
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 0.92851562 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0103s; samplesPerSecond = 124328.6
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 0.96635742 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129283.8
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 0.87500000 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127726.7
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 0.87827148 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0102s; samplesPerSecond = 125697.2
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 0.90605469 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 131065.6
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 0.97631836 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129371.3
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 0.94199219 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130852.6
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 0.95864258 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127548.5
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 0.86816406 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130217.6
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 0.90922852 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130857.9
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 0.95014648 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128599.3
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 0.92172852 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 128789.5
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 0.85351562 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130705.6
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 0.89140625 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130496.4
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 0.92050781 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128423.8
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 0.88193359 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130169.9
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 0.89697266 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 127125.4
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 0.91982422 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128309.2
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 0.88198242 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130250.7
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 0.98227539 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0100s; samplesPerSecond = 128223.1
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 0.86025391 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130228.2
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 0.85966797 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 126572.3
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 0.89228516 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130702.9
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 0.92651367 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130264.0
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 0.91816406 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130199.1
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 0.85561523 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0102s; samplesPerSecond = 125742.9
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 0.88974609 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130570.9
01/16/2018 22:36:13:  Epoch[19 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 0.90336914 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130077.3
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 0.96079102 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0103s; samplesPerSecond = 124681.0
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 0.99458008 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130578.9
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 0.90322266 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127766.2
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 0.96000977 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130604.2
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 0.92055664 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 127519.3
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 0.85981445 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130407.3
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 0.92338867 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130621.6
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 0.92543945 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 127680.8
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 0.90307617 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 126697.5
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 0.94663086 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130629.6
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 0.86025391 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0099s; samplesPerSecond = 129720.1
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 0.95336914 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129891.2
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 0.86889648 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 0.91630859 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0103s; samplesPerSecond = 124687.1
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 0.89414063 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130650.9
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 0.89619141 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130630.9
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 0.99218750 * 1280; EvalClassificationError = 0.33046875 * 1280; time = 0.0101s; samplesPerSecond = 126438.5
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 0.93115234 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130548.3
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 0.95468750 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 128256.5
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 0.94013672 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129535.0
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 0.92187500 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130368.8
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 0.95322266 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 127431.7
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 0.92646484 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 128251.4
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 0.90166016 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130673.6
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 0.97583008 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 128701.4
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 0.90673828 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128521.8
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 0.90151367 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0100s; samplesPerSecond = 127497.7
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 0.90092773 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 127645.1
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 0.91757813 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130329.0
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 0.91464844 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 127739.4
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 0.92309570 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 129995.4
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 0.89980469 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130513.7
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 0.94526367 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 127066.1
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 0.92021484 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 127997.4
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 0.86762695 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130855.3
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 0.92910156 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 129982.2
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 0.96455078 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129053.1
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 0.92465820 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130568.3
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 0.93930664 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 126663.7
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 0.85830078 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 129554.7
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 0.88657227 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130661.6
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 0.93979492 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0100s; samplesPerSecond = 128287.4
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 0.89506836 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130764.4
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 0.93457031 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 128539.9
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 0.88735352 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130204.4
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 0.89785156 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130704.3
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 0.93613281 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129300.8
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 0.88911133 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 126994.2
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 0.89497070 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130169.9
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 0.95180664 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129523.2
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 0.95722656 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130717.6
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 0.91772461 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130987.8
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 0.88920898 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 126937.5
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 0.94355469 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 0.91914063 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129822.7
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 0.94409180 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129774.0
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 0.94726562 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130866.0
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 0.89228516 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0101s; samplesPerSecond = 127050.9
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 0.84331055 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0100s; samplesPerSecond = 127910.5
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 0.94829102 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130856.6
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 0.89091797 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 128764.9
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 0.94072266 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129128.6
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 0.90014648 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130636.2
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 0.88554687 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130319.7
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 0.97944336 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130266.6
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 0.90419922 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 128810.2
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 0.94282227 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 127107.7
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 0.90141602 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130006.0
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 0.90888672 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127957.8
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 0.93266602 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127378.4
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 0.95678711 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130700.3
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 0.87402344 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 129924.2
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 0.95468750 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127694.8
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 0.87773437 * 1280; EvalClassificationError = 0.26640625 * 1280; time = 0.0098s; samplesPerSecond = 130342.3
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 0.93100586 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128323.4
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 0.92143555 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127601.9
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 0.90903320 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130775.0
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 0.89277344 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0100s; samplesPerSecond = 127923.2
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 0.92934570 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130597.6
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 0.89750977 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130052.2
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 0.94658203 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130225.6
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 0.94892578 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130592.3
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 0.95078125 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0107s; samplesPerSecond = 119220.6
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 0.90468750 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 127001.8
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 0.90815430 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130727.0
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 0.96342773 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129746.4
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 0.95341797 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130080.0
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 0.90605469 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130271.9
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 0.86386719 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 129244.6
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 0.93081055 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130600.3
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 0.92407227 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 128218.0
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 0.94814453 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 129953.2
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 0.91450195 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130419.3
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 0.92304688 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 127524.3
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 0.95371094 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0101s; samplesPerSecond = 127205.0
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 0.91772461 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 0.89399414 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130123.6
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 0.90507812 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128350.4
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 0.95737305 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130589.6
01/16/2018 22:36:14:  Epoch[19 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 0.86064453 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0101s; samplesPerSecond = 126883.4
01/16/2018 22:36:15:  Epoch[19 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 0.90512695 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128300.2
01/16/2018 22:36:15:  Epoch[19 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 0.89819336 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130848.6
01/16/2018 22:36:15:  Epoch[19 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 0.85092773 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0102s; samplesPerSecond = 125549.3
01/16/2018 22:36:15:  Epoch[19 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 0.90590820 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130958.3
01/16/2018 22:36:15:  Epoch[19 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 0.90395508 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130154.0
01/16/2018 22:36:15:  Epoch[19 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 0.89018555 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0099s; samplesPerSecond = 129128.6
01/16/2018 22:36:15:  Epoch[19 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 0.89833984 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130765.7
01/16/2018 22:36:15:  Epoch[19 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 0.96694336 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0102s; samplesPerSecond = 125586.2
01/16/2018 22:36:15:  Epoch[19 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 0.90791016 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 128674.3
01/16/2018 22:36:15: Finished Epoch[19 of 25]: [Training] CrossEntropyWithSoftmax = 0.90966679 * 1124823; EvalClassificationError = 0.29640219 * 1124823; totalSamplesSeen = 21371637; learningRatePerSample = 7.6293945e-06; epochTime=8.94141s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:36:15: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.23335695 * 122487; perplexity = 3.43273373; EvalClassificationError = 0.38822895 * 122487
01/16/2018 22:36:15: Finished Epoch[19 of 25]: [Validate] CrossEntropyWithSoftmax = 1.23335695 * 122487; EvalClassificationError = 0.38822895 * 122487
01/16/2018 22:36:15: SGD: Saving checkpoint model '/tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.19'

01/16/2018 22:36:15: Starting Epoch 20: learning rate per sample = 0.000008  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 19: frames [21371637..22496460] (first utterance at frame 21371637), data subset 0 of 1, with 1 datapasses

01/16/2018 22:36:15: Starting minibatch loop.
01/16/2018 22:36:15:  Epoch[20 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 0.91150293 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0110s; samplesPerSecond = 116173.5
01/16/2018 22:36:15:  Epoch[20 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 0.87764616 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0102s; samplesPerSecond = 125201.7
01/16/2018 22:36:15:  Epoch[20 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 0.91705647 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 128403.2
01/16/2018 22:36:15:  Epoch[20 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 0.88488331 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129311.2
01/16/2018 22:36:15:  Epoch[20 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 0.95975304 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 128755.8
01/16/2018 22:36:15:  Epoch[20 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 0.90513077 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 126225.3
01/16/2018 22:36:15:  Epoch[20 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 0.91683464 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129219.8
01/16/2018 22:36:15:  Epoch[20 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 0.91450653 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 128884.1
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 0.92644730 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0105s; samplesPerSecond = 122003.5
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 0.95434265 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129605.8
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 0.87406921 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0101s; samplesPerSecond = 127234.1
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 0.87269897 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129193.8
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 0.92314606 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130115.7
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 0.88574600 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129494.4
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 0.90034790 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0101s; samplesPerSecond = 126278.8
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 0.94645081 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130175.2
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 0.93521729 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127572.6
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 0.94101563 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129616.3
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 0.86739349 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130013.9
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 0.90408325 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0101s; samplesPerSecond = 126907.3
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 0.91663208 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0106s; samplesPerSecond = 120333.5
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 0.87937622 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129313.8
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 0.92506714 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128101.2
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 0.94126129 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129221.1
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 0.87693939 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130085.3
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 0.89194336 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 126321.2
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 0.96863861 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129315.1
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 0.90064697 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130305.1
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 0.93059082 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129704.3
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 0.91100159 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0101s; samplesPerSecond = 127280.9
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 0.96679077 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130298.5
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 0.93495483 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 128889.3
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 0.88617554 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127486.2
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 0.94762878 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130939.6
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 0.89490662 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0102s; samplesPerSecond = 126055.0
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 0.89335327 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129884.6
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 0.95966492 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130664.2
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 0.93424072 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 128821.9
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 0.91949768 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130577.6
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 0.87345886 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128447.0
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 0.87200317 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 128191.0
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 0.90854187 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129504.8
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 0.98330688 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129667.5
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 0.87895203 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0099s; samplesPerSecond = 129735.9
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 0.91309814 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130400.7
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 0.92013550 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 127856.8
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 0.95821533 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 128911.4
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 0.82639465 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0098s; samplesPerSecond = 130728.3
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 0.92476196 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 128825.8
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 0.93770447 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130388.7
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 0.89408569 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0103s; samplesPerSecond = 124511.2
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 0.94271851 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 128908.8
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 0.90856628 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130665.6
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 0.93540344 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129345.2
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 0.86545410 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0100s; samplesPerSecond = 127965.4
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 0.93234863 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130688.3
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 0.91214294 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128368.4
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 0.91167603 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129285.1
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 0.90008545 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129722.7
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 0.92789307 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128450.9
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 0.91293945 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130248.1
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 0.86815796 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0102s; samplesPerSecond = 125681.2
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 0.90391846 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130652.2
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 0.88639526 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130613.6
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 0.92169189 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0102s; samplesPerSecond = 125955.7
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 0.88381348 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 126409.8
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 0.94414062 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130813.8
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 0.84701538 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128244.9
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 0.88037109 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128529.5
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 0.91918945 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130645.6
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 0.88430786 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129917.6
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 0.88951416 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129746.4
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 0.93093872 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130598.9
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 0.97916260 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0100s; samplesPerSecond = 128484.4
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 0.89752808 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130136.8
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 0.92448730 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130392.7
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 0.86807861 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 128288.6
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 0.89671021 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130436.6
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 0.88734131 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129307.3
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 0.94163208 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128257.8
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 0.92779541 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130712.3
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 0.95249023 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 128799.8
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 0.90825806 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126751.5
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 0.91584473 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130745.7
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 0.90753174 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0101s; samplesPerSecond = 127226.5
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 0.91958008 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128331.1
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 0.91684570 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130309.1
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 0.89997559 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130081.3
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 0.91738892 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130719.0
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 0.90483398 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 126432.2
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 0.92214966 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128124.3
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 0.87690430 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130540.3
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 0.92043457 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 129999.4
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 0.90540161 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129659.6
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 0.91751099 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130192.4
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 0.92639160 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0101s; samplesPerSecond = 127360.6
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 0.92841797 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129277.3
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 0.91776733 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130404.7
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 0.82414551 * 1280; EvalClassificationError = 0.26640625 * 1280; time = 0.0100s; samplesPerSecond = 128194.9
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 0.90106201 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130618.9
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 0.94752808 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131007.9
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 0.98928833 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 127687.2
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 0.88519897 * 1280; EvalClassificationError = 0.26015625 * 1280; time = 0.0098s; samplesPerSecond = 130696.3
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 0.85264282 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130208.3
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 0.91314087 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128327.2
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 0.93049927 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130863.3
01/16/2018 22:36:16:  Epoch[20 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 0.96579590 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 128719.5
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 0.86645508 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 130553.6
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 0.94808350 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130728.3
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 0.93862305 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0102s; samplesPerSecond = 125675.0
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 0.95547485 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 129604.5
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 0.89340210 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130556.3
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 0.85553589 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0100s; samplesPerSecond = 128508.9
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 0.87381592 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130590.9
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 0.92813721 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 127427.8
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 0.85992432 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 127782.8
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 0.88062744 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130428.6
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 0.92019043 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 128821.9
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 0.91439209 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129805.6
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 0.98894043 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130668.2
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 0.95577393 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0101s; samplesPerSecond = 127250.5
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 0.92824707 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129546.8
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 0.88770752 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130697.6
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 0.85216064 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0099s; samplesPerSecond = 129329.5
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 0.91440430 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130708.3
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 0.98925781 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 128005.1
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 0.86552734 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 128946.5
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 0.95870361 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130914.1
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 0.93406982 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130549.6
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 0.91982422 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130411.3
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 0.89088135 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130689.6
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 0.97819824 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 128449.6
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 0.90986328 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127759.8
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 0.87852783 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130469.8
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 0.92965088 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127501.5
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 0.91782227 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130745.7
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 0.85317383 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128009.0
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 0.91083984 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130301.1
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 0.88024902 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130880.7
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 0.82154541 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0100s; samplesPerSecond = 127726.7
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 0.89117432 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0101s; samplesPerSecond = 127053.5
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 0.93150635 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130248.1
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 0.97430420 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129671.5
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 0.99307861 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129839.8
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 1.01295166 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130990.5
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 0.87482910 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0102s; samplesPerSecond = 125789.9
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 0.93397217 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 128685.9
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 0.87686768 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130532.3
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 0.92261963 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127930.9
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 0.93962402 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130813.8
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 0.93946533 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0101s; samplesPerSecond = 127207.5
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 0.89249268 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130188.5
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 0.92930908 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130918.2
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 0.88140869 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0101s; samplesPerSecond = 127226.5
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 0.91196289 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127910.5
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 0.92408447 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130645.6
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 0.93387451 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129242.0
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 0.89428711 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 128798.6
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 0.89926758 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130452.5
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 0.88748779 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0103s; samplesPerSecond = 124861.0
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 0.84147949 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130132.9
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 0.85452881 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127617.1
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 0.96973877 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0099s; samplesPerSecond = 129847.7
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 0.86096191 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130716.3
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 0.96052246 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0102s; samplesPerSecond = 125454.5
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 0.86649170 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 128675.5
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 0.89652100 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130780.4
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 0.89899902 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129768.7
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 0.92895508 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130122.3
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 0.87828369 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130569.6
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 0.87603760 * 1280; EvalClassificationError = 0.26093750 * 1280; time = 0.0102s; samplesPerSecond = 125891.3
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 0.87609863 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 129329.5
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 0.89577637 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130535.0
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 0.93288574 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130364.8
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 0.94058838 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130977.1
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 0.92235107 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 127744.5
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 0.96708984 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130085.3
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 0.86300049 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 131095.2
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 0.89356689 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130121.0
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 0.93785400 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0102s; samplesPerSecond = 125745.4
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 0.89786377 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129908.4
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 0.86372070 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 129734.6
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 0.95256348 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130594.9
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 0.91126709 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130585.6
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 0.92854004 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 127241.6
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 0.89550781 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130788.4
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 0.90460205 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 128827.1
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 0.93708496 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130286.5
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 0.92462158 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130997.2
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 0.92219238 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0101s; samplesPerSecond = 126946.3
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 0.87160645 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127900.2
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 0.92249756 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130835.2
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 0.98312988 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0099s; samplesPerSecond = 129764.8
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 0.90871582 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130780.4
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 0.93497314 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130650.9
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 0.92392578 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0102s; samplesPerSecond = 125778.7
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 0.94710693 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 128656.1
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 0.93592529 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129145.5
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 0.90524902 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127809.6
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 0.93640137 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 0.86265869 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128507.6
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 0.90791016 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127847.9
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 0.95041504 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130855.3
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 0.93089600 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129557.3
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 0.94703369 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 127886.2
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 0.81541748 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130696.3
01/16/2018 22:36:17:  Epoch[20 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 0.90311279 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0099s; samplesPerSecond = 129107.7
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 0.90576172 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130291.8
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 0.97319336 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 127757.3
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 0.88811035 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 128098.6
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 0.87624512 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 131111.3
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 0.88793945 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127904.1
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 0.91480713 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130927.5
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 0.88459473 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130240.1
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 0.95091553 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127633.7
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 0.91644287 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129269.4
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 0.92554932 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130816.5
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 0.92127686 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127573.9
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 0.91356201 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130396.7
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 0.85985107 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130904.8
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 0.88358154 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0101s; samplesPerSecond = 127331.5
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 0.85393066 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130702.9
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 0.95822754 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0103s; samplesPerSecond = 124666.4
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 0.84570312 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130323.7
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 0.90335693 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130548.3
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 0.92124023 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 126311.2
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 0.91372070 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130113.0
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 0.92082520 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0127s; samplesPerSecond = 101157.0
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 0.97348633 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130187.1
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 0.93325195 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 128749.3
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 0.90488281 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129866.2
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 0.90922852 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130295.8
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 0.89624023 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130395.4
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 0.90024414 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130193.8
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 0.92912598 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127771.3
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 0.86579590 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129888.6
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 0.90180664 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130625.6
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 0.93833008 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130485.8
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 0.91311035 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130378.1
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 0.91618652 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0107s; samplesPerSecond = 119148.5
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 0.95603027 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130533.7
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 0.90195313 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130395.4
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 0.96665039 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0101s; samplesPerSecond = 126772.8
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 0.94841309 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130352.9
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 0.93974609 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130728.3
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 0.93164062 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129081.7
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 0.93479004 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130465.8
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 0.87192383 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130489.7
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 0.94885254 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 127353.0
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 0.86088867 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127483.7
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 0.88581543 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130582.9
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 0.90234375 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 128899.7
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 0.94025879 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130444.5
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 0.90939941 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129274.6
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 0.91784668 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 128512.8
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 0.90122070 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130685.6
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 0.94914551 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128025.6
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 0.84904785 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130269.3
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 0.91611328 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130244.1
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 0.89064941 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129347.8
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 0.90080566 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129688.5
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 0.90270996 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 128866.0
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 0.86540527 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0100s; samplesPerSecond = 128120.4
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 0.97141113 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130812.5
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 0.91091309 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126394.8
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 0.89868164 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130624.2
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 0.82053223 * 1280; EvalClassificationError = 0.25781250 * 1280; time = 0.0098s; samplesPerSecond = 130940.9
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 0.85393066 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0103s; samplesPerSecond = 124780.7
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 0.86596680 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130321.0
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 0.84003906 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0098s; samplesPerSecond = 130585.6
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 0.89204102 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129021.9
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 0.89135742 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130475.1
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 0.97622070 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131156.9
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 0.95388184 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0099s; samplesPerSecond = 129037.5
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 0.91357422 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131022.7
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 0.88732910 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128062.8
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 0.94968262 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 0.93801270 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130904.8
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 0.90791016 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131099.2
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 0.90231934 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130074.7
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 0.93835449 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131083.1
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 0.90295410 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130497.7
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 0.88898926 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130407.3
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 0.92185059 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130473.8
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 0.88859863 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 129958.5
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 0.89262695 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130945.0
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 0.90192871 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130911.5
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 0.86137695 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 130829.8
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 0.98195801 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130439.2
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 0.93771973 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130749.7
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 0.86560059 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130943.6
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 0.87622070 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 131091.1
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 0.92292480 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 131140.8
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 0.90649414 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130796.4
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 0.94047852 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130884.7
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 0.91733398 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130073.4
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 0.86101074 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131072.3
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 0.96643066 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130253.4
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 0.89128418 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130820.5
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 0.98227539 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131104.6
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 0.88923340 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0101s; samplesPerSecond = 126909.8
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 0.92136230 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131036.1
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 0.85422363 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0098s; samplesPerSecond = 130915.5
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 0.93928223 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130606.9
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 0.88303223 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130784.4
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 0.84191895 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0098s; samplesPerSecond = 130892.7
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 0.92329102 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130751.0
01/16/2018 22:36:18:  Epoch[20 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 0.90021973 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130753.7
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 0.92319336 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130680.3
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 0.92233887 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130464.5
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 0.91520996 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130551.0
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 0.89848633 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131067.0
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 0.92133789 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0097s; samplesPerSecond = 131290.1
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 0.91230469 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130714.9
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 0.90590820 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129538.9
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 0.86181641 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130983.8
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 0.92377930 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131088.4
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 0.85861816 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130916.8
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 0.93723145 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131076.4
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 0.98422852 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130551.0
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 0.90029297 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130432.6
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 0.86145020 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 131167.7
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 0.90480957 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0101s; samplesPerSecond = 127356.8
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 0.93388672 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 131229.6
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 0.90627441 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130305.1
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 0.94260254 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 126977.8
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 0.91018066 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0097s; samplesPerSecond = 131313.0
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 0.88686523 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 127169.6
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 0.87800293 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 131073.7
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 0.94057617 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130851.2
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 0.87307129 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129347.8
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 0.89990234 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128160.2
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 0.93393555 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130939.6
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 0.88955078 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130775.0
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 0.89211426 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131119.3
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 0.95737305 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 130070.7
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 0.90390625 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131226.9
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 0.89184570 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130986.5
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 0.90815430 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131092.5
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 0.81569824 * 1280; EvalClassificationError = 0.26562500 * 1280; time = 0.0098s; samplesPerSecond = 131226.9
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 0.92336426 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130249.4
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 0.88833008 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 131053.5
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 0.90144043 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129899.1
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 0.90183105 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130245.4
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 0.88693848 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131041.5
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 0.89577637 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131036.1
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 0.90349121 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130641.6
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 0.89050293 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130301.1
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 0.92050781 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 129149.4
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 0.85402832 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130050.9
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 0.90964355 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128309.2
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 0.85427246 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0098s; samplesPerSecond = 131185.2
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 0.92797852 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130859.3
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 0.94023437 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131089.8
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 0.90593262 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 131025.4
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 0.90439453 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130791.1
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 0.91916504 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131089.8
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 0.91467285 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129562.5
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 0.97219238 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 128764.9
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 0.88210449 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130356.9
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 0.89912109 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 129950.6
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 0.94191895 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 0.89584961 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130908.8
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 0.91367188 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0159s; samplesPerSecond = 80498.6
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 0.96108398 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0105s; samplesPerSecond = 121379.9
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 0.91137695 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129895.2
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 0.94550781 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130062.8
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 0.92365723 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0258s; samplesPerSecond = 49610.3
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 0.96271973 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130268.0
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 0.93701172 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0103s; samplesPerSecond = 124713.8
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 0.89951172 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127781.5
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 0.90036621 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130709.6
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 0.91069336 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130323.7
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 0.95705566 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0102s; samplesPerSecond = 126053.7
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 0.88564453 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131005.3
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 0.90480957 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 129408.0
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 0.89409180 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130488.4
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 0.92712402 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130638.9
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 0.92465820 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127791.7
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 0.87761230 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130946.3
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 0.91120605 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130177.9
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 0.89780273 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130978.4
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 0.93117676 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130073.4
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 0.91091309 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0102s; samplesPerSecond = 126001.6
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 0.91496582 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128137.1
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 0.88618164 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130118.3
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 0.95332031 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130196.4
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 0.94343262 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129862.2
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 0.94565430 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130552.3
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 0.93283691 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127556.1
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 0.91325684 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130662.9
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 0.90002441 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130589.6
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 0.95344238 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130843.2
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 0.93537598 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 131097.8
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 0.90000000 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130163.3
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 0.92675781 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130920.8
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 0.89375000 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130807.1
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 0.96062012 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130309.1
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 0.88320312 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0102s; samplesPerSecond = 125747.9
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 0.98588867 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130713.6
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 0.90786133 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129850.4
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 0.84682617 * 1280; EvalClassificationError = 0.26250000 * 1280; time = 0.0099s; samplesPerSecond = 129157.2
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 0.92263184 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0102s; samplesPerSecond = 125561.6
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 0.86474609 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129812.2
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 0.95002441 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130720.3
01/16/2018 22:36:19:  Epoch[20 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 0.94360352 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0100s; samplesPerSecond = 128623.8
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 0.89345703 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130289.2
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 0.90556641 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130205.7
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 0.89050293 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130315.7
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 0.92893066 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 129976.9
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 0.88706055 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130505.7
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 0.91748047 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0113s; samplesPerSecond = 113655.5
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 0.89333496 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127796.8
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 0.91074219 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130673.6
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 0.89479980 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 127781.5
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 0.86904297 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 128508.9
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 0.90222168 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130574.9
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 0.88449707 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129875.4
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 0.87976074 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130712.3
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 0.91381836 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 128776.5
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 0.92998047 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128236.0
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 0.96518555 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129874.1
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 0.95869141 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130489.7
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 0.93769531 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129374.0
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 0.89829102 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130586.9
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 0.90039062 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129172.9
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 0.90610352 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130654.9
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 0.90852051 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130085.3
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 0.88027344 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 129855.6
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 0.90341797 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130911.5
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 0.88437500 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130686.9
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 0.86120605 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0100s; samplesPerSecond = 128515.3
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 0.92954102 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130563.0
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 0.93566895 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127748.3
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 0.89460449 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129099.9
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 0.85229492 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0098s; samplesPerSecond = 130529.7
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 0.87575684 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130598.9
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 0.86164551 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0100s; samplesPerSecond = 127675.7
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 0.92687988 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130720.3
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 0.95837402 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130689.6
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 0.88579102 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130807.1
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 0.89020996 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0101s; samplesPerSecond = 126603.6
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 0.88664551 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130702.9
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 0.92983398 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0102s; samplesPerSecond = 125882.7
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 0.90385742 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0127s; samplesPerSecond = 100666.9
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 0.88376465 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0101s; samplesPerSecond = 127114.0
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 0.93566895 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130323.7
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 0.96545410 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130743.0
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 0.95751953 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0101s; samplesPerSecond = 126546.0
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 0.87380371 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 0.89931641 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129835.9
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 0.89995117 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130254.7
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 0.85170898 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130753.7
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 0.94560547 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0102s; samplesPerSecond = 126021.5
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 0.89399414 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130273.3
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 0.91884766 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130677.6
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 0.89282227 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130262.7
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 0.88144531 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0108s; samplesPerSecond = 118200.0
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 0.92958984 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130801.8
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 0.88779297 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 127586.6
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 0.87700195 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130557.6
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 0.98974609 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0121s; samplesPerSecond = 105548.7
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 0.92465820 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0105s; samplesPerSecond = 121715.8
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 0.88720703 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0145s; samplesPerSecond = 88386.8
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 0.91044922 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0157s; samplesPerSecond = 81729.1
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 0.87944336 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0123s; samplesPerSecond = 103713.4
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 0.97700195 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 130658.9
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 0.89741211 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0102s; samplesPerSecond = 126093.5
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 0.92460937 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128425.1
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 0.81513672 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0098s; samplesPerSecond = 130660.2
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 0.87783203 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130887.4
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 0.90668945 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130710.9
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 0.92026367 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0102s; samplesPerSecond = 124996.3
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 0.85488281 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0101s; samplesPerSecond = 126860.8
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 0.90190430 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0102s; samplesPerSecond = 125535.7
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 0.87119141 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128511.5
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 0.94345703 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0103s; samplesPerSecond = 124419.2
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 0.88227539 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130507.0
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 0.86748047 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130727.0
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 0.90981445 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131073.7
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 0.86611328 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130727.0
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 0.91894531 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 127891.3
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 0.90537109 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130859.3
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 0.87685547 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130693.6
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 0.90805664 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130576.3
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 0.90219727 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130629.6
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 0.93515625 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127962.9
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 0.89296875 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130507.0
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 0.95708008 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130969.1
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 0.89130859 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130609.6
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 0.92709961 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130293.2
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 0.96157227 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130656.2
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 0.92592773 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130620.2
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 0.93989258 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 128808.9
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 0.93574219 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130694.9
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 0.84106445 * 1280; EvalClassificationError = 0.26796875 * 1280; time = 0.0100s; samplesPerSecond = 128554.1
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 0.84609375 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130705.6
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 0.90405273 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127854.2
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 0.94404297 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130864.6
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 0.89814453 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0099s; samplesPerSecond = 129611.1
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 0.86264648 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130920.8
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 0.90712891 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0101s; samplesPerSecond = 127307.4
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 0.83979492 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130879.3
01/16/2018 22:36:20:  Epoch[20 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 0.87338867 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130658.9
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 0.89018555 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130839.2
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 0.95351562 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 131058.9
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 0.88413086 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130836.5
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 0.89731445 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130820.5
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 0.92656250 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130066.8
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 0.91577148 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130146.1
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 0.94819336 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130690.9
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 0.88378906 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 128416.1
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 0.90947266 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129892.5
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 0.95507812 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130883.4
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 0.92177734 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130859.3
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 0.91962891 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130574.9
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 0.88203125 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130232.2
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 0.90253906 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129432.8
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 0.93320313 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130977.1
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 0.88437500 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130821.8
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 0.92290039 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130704.3
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 0.90751953 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130946.3
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 0.84492188 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0099s; samplesPerSecond = 129617.6
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 0.90488281 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130864.6
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 0.89379883 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130697.6
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 0.96264648 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130432.6
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 0.91938477 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130315.7
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 0.92094727 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 126716.4
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 0.91547852 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0100s; samplesPerSecond = 127394.9
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 0.92866211 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 131096.5
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 0.86811523 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130879.3
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 0.88369141 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0102s; samplesPerSecond = 125423.8
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 0.92734375 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131131.4
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 0.89960938 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130123.6
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 0.87744141 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130757.7
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 0.91132813 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 129969.0
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 0.87626953 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0102s; samplesPerSecond = 124951.2
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 0.89311523 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130528.3
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 0.96176758 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0101s; samplesPerSecond = 127042.1
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 0.88964844 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130297.1
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 0.88901367 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130714.9
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 0.87539062 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0099s; samplesPerSecond = 129833.2
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 0.92617187 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0101s; samplesPerSecond = 127000.5
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 0.88505859 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130437.9
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 0.91987305 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130423.3
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 0.87841797 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129053.1
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 0.94941406 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130633.6
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 0.94902344 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0101s; samplesPerSecond = 126757.8
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 0.91943359 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130771.0
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 0.89672852 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130942.3
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 0.93066406 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130132.9
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 0.86850586 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130819.2
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 0.87011719 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0109s; samplesPerSecond = 117368.7
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 0.93242187 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130661.6
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 0.89316406 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0098s; samplesPerSecond = 130636.2
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 0.90947266 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130664.2
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 0.92353516 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0104s; samplesPerSecond = 122572.5
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 0.91215820 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130512.4
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 0.91528320 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130085.3
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 0.89516602 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0111s; samplesPerSecond = 115074.8
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 0.85527344 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129575.6
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 0.88247070 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0101s; samplesPerSecond = 126696.3
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 0.88593750 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129439.4
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 0.93037109 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130844.6
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 0.92592773 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130113.0
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 0.90815430 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 130416.6
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 0.93916016 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130222.9
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 0.89838867 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128053.8
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 0.93813477 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130835.2
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 0.91782227 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130680.3
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 0.90434570 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130815.1
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 0.94980469 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130589.6
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 0.90727539 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127579.0
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 0.91704102 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129261.6
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 0.94189453 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130589.6
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 0.94892578 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130887.4
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 0.87524414 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130977.1
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 0.91186523 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0103s; samplesPerSecond = 124723.5
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 0.91416016 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128301.5
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 0.92871094 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130392.7
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 0.93769531 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0102s; samplesPerSecond = 125047.6
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 0.89985352 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0101s; samplesPerSecond = 127155.7
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 0.94301758 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129806.9
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 0.89604492 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130509.7
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 0.93159180 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129692.5
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 0.93569336 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130547.0
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 0.94536133 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128185.9
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 0.89912109 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129882.0
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 0.88789063 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130078.7
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 0.89208984 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129230.3
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 0.92890625 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130336.9
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 0.90429688 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 129951.9
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 0.86435547 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130874.0
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 0.97255859 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130144.8
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 0.87949219 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 128101.2
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 0.88959961 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129439.4
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 0.95356445 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 129784.5
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 0.91645508 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 129966.4
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 0.93334961 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0099s; samplesPerSecond = 129445.9
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 0.90590820 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130577.6
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 0.88481445 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130561.6
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 0.88554687 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130383.4
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 0.91220703 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130934.2
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 0.92431641 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128138.4
01/16/2018 22:36:21:  Epoch[20 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 0.92255859 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130091.9
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 0.93369141 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129905.7
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 0.87534180 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0102s; samplesPerSecond = 125885.1
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 0.90283203 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130154.0
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 0.89716797 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 128390.3
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 0.94653320 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128346.5
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 0.91269531 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130383.4
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 0.89873047 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127618.4
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 0.90048828 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130367.5
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 0.89326172 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0100s; samplesPerSecond = 128088.4
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 0.91948242 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130412.6
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 0.84682617 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0098s; samplesPerSecond = 130827.2
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 0.85576172 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 131085.8
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 0.87119141 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0101s; samplesPerSecond = 127198.6
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 0.92514648 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131190.6
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 0.88833008 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128212.8
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 0.91401367 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130425.9
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 0.91679687 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131166.4
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 0.88583984 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131036.1
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 0.95253906 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130755.0
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 0.91972656 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129321.7
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 0.89350586 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129018.0
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 0.89287109 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 131118.0
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 0.90756836 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 131007.9
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 0.89272461 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130142.1
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 0.93476563 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 131058.9
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 0.91606445 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129494.4
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 0.93984375 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130396.7
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 0.93413086 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130904.8
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 0.94042969 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 128967.3
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 0.91523438 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130751.0
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 0.95766602 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130379.4
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 0.90678711 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128151.2
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 0.86308594 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131127.4
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 0.94936523 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 128881.5
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 0.87402344 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127600.6
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 0.91552734 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130407.3
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 0.94716797 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129937.4
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 0.90869141 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129029.7
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 0.88691406 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131174.4
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 0.90112305 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128123.0
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 0.92646484 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130837.9
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 0.94194336 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130019.2
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 0.86118164 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128363.3
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 0.91210938 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 131154.3
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 0.85122070 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 128232.1
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 0.90312500 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128413.5
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 0.96494141 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 131034.8
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 0.91157227 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 128412.2
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 0.94184570 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0097s; samplesPerSecond = 131329.2
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 0.89458008 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 131111.3
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 0.86577148 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 128711.8
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 0.88896484 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130531.0
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 0.88642578 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 128262.9
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 0.91601562 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130704.3
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 0.92172852 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130967.7
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 0.90600586 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128627.7
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 0.83559570 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0101s; samplesPerSecond = 126718.9
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 0.85927734 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0098s; samplesPerSecond = 130366.1
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 0.96997070 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 131073.7
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 0.87290039 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130704.3
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 0.86186523 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130946.3
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 0.86181641 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 128210.3
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 0.89072266 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130833.9
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 0.88198242 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128089.7
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 0.87138672 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130195.1
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 0.89257812 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130915.5
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 0.92553711 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128005.1
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 0.89238281 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126938.8
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 0.93374023 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 131049.5
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 0.88901367 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0104s; samplesPerSecond = 123660.7
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 0.88710937 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130608.2
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 0.89038086 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130804.4
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 0.92368164 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 128662.6
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 0.96098633 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 131206.7
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 0.92314453 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 127893.8
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 0.84550781 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0099s; samplesPerSecond = 129114.3
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 0.91464844 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130815.1
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 0.92353516 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0102s; samplesPerSecond = 126100.9
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 0.90727539 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128332.4
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 0.86801758 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131209.4
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 0.91049805 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 131018.7
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 0.88691406 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0101s; samplesPerSecond = 126685.0
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 0.92773438 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130867.3
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 0.89716797 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 127766.2
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 0.90615234 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129222.4
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 0.91079102 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130870.0
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 0.94624023 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130105.1
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 0.91103516 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130961.0
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 0.88041992 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0101s; samplesPerSecond = 127261.9
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 0.87866211 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127872.1
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 0.96162109 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130759.0
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 0.91108398 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129118.2
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 0.92973633 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0102s; samplesPerSecond = 125511.1
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 0.86401367 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 131016.0
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 0.90361328 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130076.0
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 0.95322266 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130973.1
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 0.95019531 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131037.4
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 0.93334961 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0102s; samplesPerSecond = 125151.6
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 0.91884766 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130555.0
01/16/2018 22:36:22:  Epoch[20 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 0.87651367 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 129957.2
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 0.92363281 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129480.0
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 0.87934570 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131239.0
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 0.93305664 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0101s; samplesPerSecond = 126357.4
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 0.91264648 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130588.3
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 0.88779297 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131198.6
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 0.88417969 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 131212.1
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 0.91059570 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127759.8
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 0.91132813 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129770.1
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 0.92739258 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130087.9
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 0.89990234 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131007.9
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 0.89565430 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130252.1
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 0.94941406 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130505.7
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 0.92685547 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130816.5
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 0.91245117 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0102s; samplesPerSecond = 125679.9
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 0.84077148 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0100s; samplesPerSecond = 127864.5
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 0.92377930 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 131060.3
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 0.93686523 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128230.8
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 0.96191406 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0103s; samplesPerSecond = 124636.1
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 0.92622070 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130959.7
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 0.90161133 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130408.6
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 0.90234375 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130895.4
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 0.86059570 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0100s; samplesPerSecond = 128152.5
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 0.94179687 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 128533.4
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 0.91401367 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 131132.8
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 0.93129883 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130309.1
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 0.95170898 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 129965.1
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 0.92431641 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 0.90605469 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0102s; samplesPerSecond = 125296.1
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 0.92460937 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129851.7
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 0.90703125 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 131038.8
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 0.95756836 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0100s; samplesPerSecond = 128243.7
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 0.95571289 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 131062.9
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 0.80302734 * 1280; EvalClassificationError = 0.24531250 * 1280; time = 0.0101s; samplesPerSecond = 126266.4
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 0.93554688 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129396.2
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 0.96264648 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131126.0
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 0.92524414 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127561.2
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 0.90625000 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130927.5
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 0.88144531 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130519.0
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 0.85371094 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0099s; samplesPerSecond = 128829.7
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 0.89067383 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130106.4
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 0.90117187 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 131151.6
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 0.89633789 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128395.5
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 0.89306641 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 131138.1
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 0.88300781 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130950.3
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 0.96254883 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130424.6
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 0.92138672 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130884.7
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 0.88637695 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128206.4
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 0.89379883 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127947.5
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 0.89580078 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130962.4
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 0.89609375 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130205.7
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 0.88178711 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0101s; samplesPerSecond = 126542.2
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 0.91796875 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130503.0
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 0.94619141 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 128600.6
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 0.98955078 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130979.8
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 0.95361328 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 131091.1
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 0.93710938 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 128669.1
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 0.92534180 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130257.4
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 0.94799805 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 127868.3
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 0.91147461 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130275.9
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 0.94067383 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 131049.5
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 0.88291016 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130705.6
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 0.92216797 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130508.4
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 0.87158203 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130843.2
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 0.90747070 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0101s; samplesPerSecond = 126742.7
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 0.91010742 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129754.3
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 0.88481445 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130684.3
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 0.84741211 * 1280; EvalClassificationError = 0.26093750 * 1280; time = 0.0099s; samplesPerSecond = 129766.1
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 0.92690430 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0097s; samplesPerSecond = 131375.0
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 0.86987305 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0101s; samplesPerSecond = 127066.1
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 0.90839844 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131178.5
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 0.90112305 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130878.0
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 0.86982422 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130563.0
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 0.86005859 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0099s; samplesPerSecond = 128993.2
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 0.88330078 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 131037.4
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 0.96152344 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130618.9
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 0.87070313 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 131234.9
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 0.92084961 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0100s; samplesPerSecond = 127874.7
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 0.98266602 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0100s; samplesPerSecond = 127884.9
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 0.92641602 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130759.0
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 0.92905273 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 127477.3
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 0.92500000 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130128.9
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 0.96669922 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130831.2
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 0.90585938 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 127973.1
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 0.91538086 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130582.9
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 0.95024414 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130919.5
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 0.85834961 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0100s; samplesPerSecond = 128269.4
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 1.00419922 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129037.5
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 0.87626953 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130725.6
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 0.87460938 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0099s; samplesPerSecond = 128790.8
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 0.92861328 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131095.2
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 0.95336914 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 131139.5
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 0.89902344 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 128251.4
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 0.89326172 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0097s; samplesPerSecond = 131340.0
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 0.89672852 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0099s; samplesPerSecond = 128812.8
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 0.89462891 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130528.3
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 0.88852539 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129780.6
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 0.91533203 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127882.3
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 0.89277344 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129205.5
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 0.86772461 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130965.0
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 0.97270508 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130346.2
01/16/2018 22:36:23:  Epoch[20 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 0.96689453 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130890.1
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 0.90273437 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128291.2
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 0.94672852 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0101s; samplesPerSecond = 126448.5
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 0.91074219 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 131085.8
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 0.86333008 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129377.9
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 0.92236328 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131204.0
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 0.90615234 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 131092.5
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 0.93120117 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 126507.2
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 0.92500000 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130668.2
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 0.87514648 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131261.9
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 0.93696289 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 126916.1
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 0.93310547 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 131056.2
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 0.91997070 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 129966.4
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 0.89741211 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128283.5
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 0.91572266 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131245.7
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 0.83447266 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0098s; samplesPerSecond = 130343.6
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 0.91196289 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130648.2
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 0.93037109 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129621.6
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 0.87661133 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0101s; samplesPerSecond = 126865.8
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 0.91972656 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130696.3
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 0.92241211 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130322.3
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 0.99399414 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0107s; samplesPerSecond = 119380.7
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 0.90742188 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 0.93696289 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0102s; samplesPerSecond = 126035.1
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 0.85185547 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130237.5
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 0.91918945 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130843.2
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 0.86362305 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0098s; samplesPerSecond = 130078.7
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 0.93828125 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129059.6
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 0.95244141 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130747.0
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 0.95839844 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0100s; samplesPerSecond = 127622.2
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 0.87138672 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 129930.8
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 0.85654297 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130942.3
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 0.96669922 * 1280; EvalClassificationError = 0.33593750 * 1280; time = 0.0100s; samplesPerSecond = 128377.4
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 0.92778320 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 0.92158203 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 128001.3
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 0.92143555 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130212.3
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 0.95869141 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131013.3
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 0.92807617 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 127837.6
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 0.90961914 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0101s; samplesPerSecond = 127037.1
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 0.91396484 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130045.6
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 0.90439453 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129434.1
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 0.88344727 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129445.9
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 0.87890625 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130688.3
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 0.85551758 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0102s; samplesPerSecond = 125814.6
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 0.90883789 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130729.6
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 0.85180664 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130033.7
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 0.88984375 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129444.6
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 0.87070313 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 131001.2
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 0.90561523 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0101s; samplesPerSecond = 127341.6
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 0.99462891 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 131152.9
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 0.83598633 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0098s; samplesPerSecond = 131244.4
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 0.94135742 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 129984.9
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 0.90161133 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128438.0
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 0.87202148 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130946.3
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 0.93364258 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 131061.6
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 0.84423828 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 0.95170898 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 128955.6
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 0.83369141 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0100s; samplesPerSecond = 128152.5
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 0.87329102 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 131093.8
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 0.91928711 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128419.9
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 0.86098633 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 131214.8
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 0.90507812 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 131130.1
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 0.94018555 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130843.2
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 0.92167969 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 128951.7
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 0.95751953 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 131150.2
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 0.90029297 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130862.0
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 0.83369141 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 130922.2
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 0.91166992 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130576.3
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 0.91396484 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0102s; samplesPerSecond = 125940.9
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 0.87021484 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 131131.4
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 0.97309570 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129210.7
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 0.93857422 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130066.8
01/16/2018 22:36:24:  Epoch[20 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 0.93530273 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130799.1
01/16/2018 22:36:24: Finished Epoch[20 of 25]: [Training] CrossEntropyWithSoftmax = 0.90954532 * 1124823; EvalClassificationError = 0.29637107 * 1124823; totalSamplesSeen = 22496460; learningRatePerSample = 7.6293945e-06; epochTime=8.96442s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:36:25: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.23345123 * 122487; perplexity = 3.43305738; EvalClassificationError = 0.38835958 * 122487
01/16/2018 22:36:25: Finished Epoch[20 of 25]: [Validate] CrossEntropyWithSoftmax = 1.23345123 * 122487; EvalClassificationError = 0.38835958 * 122487
01/16/2018 22:36:25: Loading (rolling back to) previous model with best training-criterion value: /tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.19.
ValidateSubNetwork: InvStdOfFeatures InvStdDev operation changed, from [792 x 1] to [792].ValidateSubNetwork: MeanOfFeatures Mean operation changed, from [792 x 1] to [792].ValidateSubNetwork: Prior Mean operation changed, from [183 x 1] to [183].01/16/2018 22:36:25: learnRatePerSample reduced to 3.8146973e-06
01/16/2018 22:36:25: SGD: revoke back to and update checkpoint file for epoch 19

01/16/2018 22:36:25: Starting Epoch 20: learning rate per sample = 0.000004  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 19: frames [21371637..22496460] (first utterance at frame 21371637), data subset 0 of 1, with 1 datapasses

01/16/2018 22:36:25: Starting minibatch loop.
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 0.91150255 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 127920.7
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 0.87765532 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0122s; samplesPerSecond = 104800.3
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 0.91706104 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0101s; samplesPerSecond = 126829.4
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 0.88487530 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130531.0
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 0.95974655 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 0.90516167 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127615.9
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 0.91682892 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0102s; samplesPerSecond = 125280.2
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 0.91445503 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0097s; samplesPerSecond = 131299.6
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 0.92644577 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129200.3
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 0.95432510 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 131142.2
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 0.87402420 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129657.0
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 0.87274628 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0102s; samplesPerSecond = 125072.1
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 0.92322235 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130212.3
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 0.88579254 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129432.8
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 0.90035629 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130704.3
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 0.94646912 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130928.9
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 0.93526459 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129317.7
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 0.94099274 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 131092.5
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 0.86739197 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 131038.8
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 0.90401764 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130904.8
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 0.91661224 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 131202.7
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 0.87946930 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130982.5
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 0.92509613 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 126229.0
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 0.94116211 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131092.5
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 0.87698059 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130452.5
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 0.89195251 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130352.9
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 0.96865845 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130910.1
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 0.90069885 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 126516.0
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 0.93065033 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130209.7
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 0.91093750 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131146.2
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 0.96684875 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130011.3
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 0.93490295 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0097s; samplesPerSecond = 131439.8
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 0.88602295 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0102s; samplesPerSecond = 125703.4
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 0.94766235 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130931.6
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 0.89488831 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130704.3
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 0.89326477 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130618.9
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 0.95962830 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 126698.8
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 0.93417664 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130898.1
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 0.91959229 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129842.5
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 0.87342834 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130682.9
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 0.87193604 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130804.4
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 0.90850525 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130310.4
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 0.98334961 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 131279.4
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 0.87889099 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0101s; samplesPerSecond = 127251.8
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 0.91319580 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128265.5
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 0.92017517 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131076.4
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 0.95814514 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130209.7
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 0.82637329 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0099s; samplesPerSecond = 128821.9
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 0.92471924 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0097s; samplesPerSecond = 131381.8
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 0.93763733 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 127452.0
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 0.89411316 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129497.0
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 0.94278564 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131114.0
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 0.90847168 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128369.7
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 0.93542786 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131085.8
01/16/2018 22:36:25:  Epoch[20 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 0.86549072 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0100s; samplesPerSecond = 128313.1
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 0.93245239 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129874.1
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 0.91204834 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 131061.6
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 0.91172485 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127492.6
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 0.90006104 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129569.1
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 0.92798462 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131225.5
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 0.91289062 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128599.3
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 0.86814575 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 127847.9
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 0.90390625 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130841.9
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 0.88641968 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 131214.8
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 0.92171021 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0097s; samplesPerSecond = 131299.6
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 0.88377686 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128405.8
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 0.94410400 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129431.5
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 0.84702759 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131020.0
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 0.88024292 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 128802.4
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 0.91926270 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130392.7
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 0.88422852 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130549.6
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 0.88945312 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129033.6
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 0.93088989 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 128739.0
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 0.97891846 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 131200.0
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 0.89745483 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130229.5
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 0.92441406 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131132.8
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 0.86815796 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 128823.2
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 0.89684448 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0101s; samplesPerSecond = 126528.5
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 0.88742676 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131076.4
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 0.94161377 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130541.6
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 0.92790527 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130260.0
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 0.95240479 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131237.6
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 0.90820312 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0102s; samplesPerSecond = 124951.2
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 0.91586304 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130346.2
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 0.90748901 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130916.8
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 0.91963501 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130469.8
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 0.91682739 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130650.9
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 0.89981689 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 127618.4
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 0.91737061 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130348.9
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 0.90489502 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130946.3
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 0.92205200 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130015.2
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 0.87687378 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0099s; samplesPerSecond = 129855.6
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 0.92043457 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129320.4
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 0.90537720 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0101s; samplesPerSecond = 126649.9
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 0.91747437 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129351.7
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 0.92642212 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131109.9
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 0.92828369 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129248.5
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 0.91769409 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131122.0
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 0.82417603 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0098s; samplesPerSecond = 130127.6
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 0.90097046 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0181s; samplesPerSecond = 70812.5
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 0.94750366 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 128390.3
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 0.98925781 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130404.7
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 0.88523560 * 1280; EvalClassificationError = 0.26015625 * 1280; time = 0.0103s; samplesPerSecond = 124382.9
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 0.85260010 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 128814.1
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 0.91315308 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130481.8
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 0.93038940 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129826.7
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 0.96566162 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0101s; samplesPerSecond = 126302.5
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 0.86629028 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130868.6
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 0.94813843 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 128048.7
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 0.93868408 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0102s; samplesPerSecond = 125018.3
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 0.95539551 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0099s; samplesPerSecond = 129418.4
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 0.89340820 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0103s; samplesPerSecond = 124795.3
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 0.85549316 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0099s; samplesPerSecond = 129704.3
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 0.87381592 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131134.1
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 0.92817383 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129334.7
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 0.85981445 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 0.88052979 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127835.1
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 0.92011719 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 128849.1
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 0.91436768 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 131278.0
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 0.98896484 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129093.4
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 0.95563965 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 127576.4
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 0.92816162 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130836.5
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 0.88776855 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131136.8
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 0.85196533 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130614.9
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 0.91422119 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130848.6
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 0.98919678 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129618.9
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 0.86547852 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130676.2
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 0.95865479 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0103s; samplesPerSecond = 124564.5
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 0.93406982 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130576.3
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 0.91959229 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0114s; samplesPerSecond = 111895.0
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 0.89097900 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131132.8
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 0.97821045 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 127641.3
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 0.90993652 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130563.0
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 0.87845459 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130990.5
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 0.92963867 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129223.7
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 0.91771240 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130612.2
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 0.85316162 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 127952.7
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 0.91071777 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128210.3
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 0.88017578 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 131083.1
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 0.82143555 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0098s; samplesPerSecond = 130375.4
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 0.89124756 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129277.3
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 0.93133545 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0097s; samplesPerSecond = 131416.8
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 0.97426758 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 128487.0
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 0.99300537 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131220.1
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 1.01276855 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0100s; samplesPerSecond = 128527.0
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 0.87458496 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 129708.3
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 0.93381348 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130661.6
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 0.87678223 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0100s; samplesPerSecond = 128301.5
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 0.92254639 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130453.8
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 0.93957520 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130151.4
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 0.93939209 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129096.0
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 0.89237061 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0101s; samplesPerSecond = 127285.9
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 0.92935791 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130863.3
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 0.88137207 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 129320.4
01/16/2018 22:36:26:  Epoch[20 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 0.91202393 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130678.9
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 0.92404785 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130410.0
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 0.93375244 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 126608.6
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 0.89426270 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131237.6
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 0.89904785 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0102s; samplesPerSecond = 125624.4
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 0.88736572 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129676.7
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 0.84140625 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 131152.9
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 0.85446777 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 128268.1
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 0.96958008 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0099s; samplesPerSecond = 129653.1
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 0.86092529 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130966.4
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 0.96057129 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 128306.7
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 0.86672363 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130986.5
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 0.89643555 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130197.7
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 0.89882812 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 128831.0
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 0.92890625 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0097s; samplesPerSecond = 131296.9
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 0.87821045 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130387.4
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 0.87597656 * 1280; EvalClassificationError = 0.26171875 * 1280; time = 0.0100s; samplesPerSecond = 128436.7
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 0.87602539 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0097s; samplesPerSecond = 131307.6
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 0.89571533 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129360.9
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 0.93288574 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130914.1
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 0.94063721 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131214.8
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 0.92215576 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130041.7
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 0.96710205 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0097s; samplesPerSecond = 131283.4
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 0.86306152 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0101s; samplesPerSecond = 126493.5
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 0.89342041 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130343.6
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 0.93782959 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 131243.0
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 0.89776611 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0097s; samplesPerSecond = 131323.8
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 0.86362305 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0101s; samplesPerSecond = 127206.2
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 0.95257568 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130685.6
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 0.91114502 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128551.5
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 0.92846680 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130315.7
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 0.89545898 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 131025.4
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 0.90465088 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128634.2
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 0.93712158 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 131198.6
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 0.92449951 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128510.2
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 0.92199707 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130819.2
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 0.87142334 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130252.1
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 0.92246094 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130741.7
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 0.98316650 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0100s; samplesPerSecond = 128382.6
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 0.90871582 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130732.3
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 0.93475342 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 127955.2
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 0.92377930 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128607.0
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 0.94702148 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 131119.3
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 0.93568115 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 128373.6
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 0.90523682 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131166.4
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 0.93634033 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 128788.2
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 0.86262207 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 129965.1
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 0.90773926 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131062.9
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 0.95034180 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130439.2
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 0.93073730 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130119.6
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 0.94696045 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130892.7
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 0.81542969 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0103s; samplesPerSecond = 124586.3
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 0.90295410 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 128914.0
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 0.90556641 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130052.2
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 0.97299805 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128622.5
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 0.88807373 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131092.5
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 0.87617188 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130326.3
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 0.88806152 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130358.2
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 0.91470947 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129750.3
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 0.88459473 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130414.0
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 0.95089111 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130270.6
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 0.91634521 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0097s; samplesPerSecond = 131369.6
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 0.92550049 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128074.3
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 0.92131348 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0101s; samplesPerSecond = 126741.5
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 0.91358643 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130410.0
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 0.85970459 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0099s; samplesPerSecond = 129417.1
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 0.88347168 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130880.7
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 0.85378418 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130257.4
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 0.95812988 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 129957.2
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 0.84564209 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130598.9
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 0.90322266 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130278.6
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 0.92121582 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130991.9
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 0.91376953 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131012.0
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 0.92082520 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 127419.0
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 0.97351074 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130891.4
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 0.93332520 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 131271.3
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 0.90476074 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131033.4
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 0.90898437 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131214.8
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 0.89606934 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0101s; samplesPerSecond = 126692.5
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 0.90024414 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130923.5
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 0.92910156 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0097s; samplesPerSecond = 131282.1
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 0.86574707 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 126780.4
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 0.90161133 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0101s; samplesPerSecond = 127163.3
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 0.93813477 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0097s; samplesPerSecond = 131282.1
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 0.91293945 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129088.2
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 0.91618652 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130065.4
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 0.95585937 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130934.2
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 0.90197754 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130286.5
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 0.96667480 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131073.7
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 0.94841309 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0102s; samplesPerSecond = 125639.2
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 0.93962402 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128132.0
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 0.93139648 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 0.93486328 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 128693.7
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 0.87185059 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0102s; samplesPerSecond = 125271.6
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 0.94868164 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131046.8
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 0.86074219 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129525.8
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 0.88574219 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0099s; samplesPerSecond = 129523.2
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 0.90212402 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130856.6
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 0.94018555 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 127978.2
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 0.90932617 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130395.4
01/16/2018 22:36:27:  Epoch[20 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 0.91777344 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129419.7
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 0.90104980 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129507.5
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 0.94882813 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130763.0
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 0.84885254 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0101s; samplesPerSecond = 126796.7
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 0.91608887 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130472.5
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 0.89057617 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131040.1
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 0.90068359 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129337.3
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 0.90261230 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0101s; samplesPerSecond = 127248.0
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 0.86542969 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0097s; samplesPerSecond = 131283.4
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 0.97131348 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130315.7
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 0.91064453 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 131189.2
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 0.89875488 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 129984.9
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 0.82058105 * 1280; EvalClassificationError = 0.25781250 * 1280; time = 0.0098s; samplesPerSecond = 130963.7
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 0.85393066 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130713.6
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 0.86594238 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0102s; samplesPerSecond = 126099.7
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 0.83989258 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0100s; samplesPerSecond = 128328.5
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 0.89204102 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130993.2
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 0.89125977 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131079.0
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 0.97619629 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130238.8
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 0.95371094 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 131119.3
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 0.91357422 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128536.0
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 0.88723145 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131114.0
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 0.94960937 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129563.8
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 0.93789062 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 127754.7
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 0.90805664 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131025.4
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 0.90222168 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0097s; samplesPerSecond = 131319.8
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 0.93830566 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127837.6
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 0.90285645 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130875.3
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 0.88898926 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0101s; samplesPerSecond = 126733.9
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 0.92155762 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 128733.8
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 0.88845215 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131154.3
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 0.89272461 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 131009.3
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 0.90192871 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130935.6
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 0.86135254 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0100s; samplesPerSecond = 127901.5
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 0.98176270 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129221.1
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 0.93764648 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130606.9
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 0.86540527 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0130s; samplesPerSecond = 98763.9
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 0.87609863 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 130670.9
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 0.92272949 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 131245.7
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 0.90639648 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0102s; samplesPerSecond = 125813.4
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 0.94035645 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 128739.0
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 0.91730957 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131111.3
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 0.86091309 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129470.8
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 0.96652832 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 128124.3
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 0.89106445 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131032.1
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 0.98215332 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 128932.2
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 0.88913574 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129577.0
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 0.92133789 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 131108.6
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 0.85412598 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0100s; samplesPerSecond = 128262.9
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 0.93901367 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131233.6
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 0.88308105 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128024.3
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 0.84189453 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0100s; samplesPerSecond = 128592.8
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 0.92307129 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130918.2
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 0.90026855 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 128076.8
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 0.92304688 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129272.0
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 0.92219238 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130915.5
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 0.91520996 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130864.6
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 0.89846191 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 128390.3
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 0.92114258 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131010.6
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 0.91228027 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129825.3
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 0.90578613 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131243.0
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 0.86162109 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0100s; samplesPerSecond = 128287.4
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 0.92353516 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130904.8
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 0.85842285 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130870.0
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 0.93698730 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 128158.9
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 0.98413086 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129720.1
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 0.90012207 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 131084.4
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 0.86145020 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 127794.3
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 0.90458984 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128129.4
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 0.93381348 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 131237.6
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 0.90610352 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130985.2
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 0.94248047 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130866.0
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 0.91005859 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 128211.5
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 0.88686523 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129718.8
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 0.87790527 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 131071.0
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 0.94064941 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130400.7
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 0.87277832 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130669.6
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 0.89987793 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130983.8
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 0.93381348 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 127627.3
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 0.88955078 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 126936.3
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 0.89189453 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131079.0
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 0.95729980 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130729.6
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 0.90383301 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130709.6
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 0.89172363 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 127179.7
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 0.90805664 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130745.7
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 0.81560059 * 1280; EvalClassificationError = 0.26562500 * 1280; time = 0.0098s; samplesPerSecond = 130999.9
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 0.92319336 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 129406.7
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 0.88818359 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130443.2
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 0.90126953 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130849.9
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 0.90163574 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 126863.3
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 0.88706055 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127722.8
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 0.89570313 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131036.1
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 0.90339355 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129841.1
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 0.89028320 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130907.5
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 0.92038574 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0102s; samplesPerSecond = 125907.4
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 0.85390625 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131107.2
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 0.90932617 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130093.2
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 0.85424805 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130519.0
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 0.92792969 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0102s; samplesPerSecond = 125921.0
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 0.94008789 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130938.3
01/16/2018 22:36:28:  Epoch[20 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 0.90578613 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130489.7
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 0.90424805 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130784.4
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 0.91916504 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 129978.3
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 0.91457520 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127609.5
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 0.97207031 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130370.1
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 0.88212891 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127923.2
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 0.89892578 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130543.0
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 0.94182129 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131021.4
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 0.89570313 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128378.7
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 0.91357422 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 128727.3
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 0.96081543 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130541.6
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 0.91135254 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129903.1
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 0.94521484 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130477.8
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 0.92358398 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130871.3
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 0.96274414 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 128645.8
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 0.93679199 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131280.7
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 0.89936523 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127637.5
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 0.90021973 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130549.6
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 0.91054687 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130939.6
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 0.95700684 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 128576.0
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 0.88535156 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129820.1
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 0.90463867 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130733.6
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 0.89394531 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0100s; samplesPerSecond = 128616.1
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 0.92697754 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127680.8
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 0.92453613 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130638.9
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 0.87763672 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 127867.0
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 0.91096191 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131248.4
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 0.89770508 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131097.8
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 0.93083496 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0102s; samplesPerSecond = 125796.1
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 0.91069336 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130997.2
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 0.91486816 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129470.8
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 0.88605957 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131005.3
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 0.95314941 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131057.6
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 0.94323730 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0104s; samplesPerSecond = 123602.2
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 0.94570312 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128568.3
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 0.93259277 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0140s; samplesPerSecond = 91645.2
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 0.91303711 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130448.5
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 0.89978027 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127899.0
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 0.95346680 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130376.8
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 0.93532715 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127793.0
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 0.89980469 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 128889.3
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 0.92651367 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130270.6
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 0.89362793 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130698.9
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 0.96044922 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0101s; samplesPerSecond = 126548.5
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 0.88312988 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 131069.7
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 0.98586426 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128494.7
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 0.90776367 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127905.4
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 0.84670410 * 1280; EvalClassificationError = 0.26171875 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 0.92268066 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 128693.7
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 0.86474609 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130963.7
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 0.94997559 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 127876.0
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 0.94343262 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0099s; samplesPerSecond = 128831.0
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 0.89348145 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 131053.5
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 0.90539551 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0102s; samplesPerSecond = 125851.7
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 0.89038086 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0101s; samplesPerSecond = 126921.2
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 0.92868652 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130928.9
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 0.88698730 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130481.8
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 0.91743164 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0102s; samplesPerSecond = 125797.3
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 0.89326172 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130473.8
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 0.91074219 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127383.5
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 0.89470215 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130945.0
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 0.86901855 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130491.1
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 0.90231934 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130843.2
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 0.88435059 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130646.9
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 0.87956543 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 127632.4
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 0.91357422 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128387.7
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 0.92978516 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 0.96513672 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128011.5
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 0.95849609 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0101s; samplesPerSecond = 126133.2
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 0.93750000 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130999.9
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 0.89829102 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130537.7
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 0.90024414 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130779.1
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 0.90612793 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130771.0
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 0.90827637 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127608.2
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 0.88020020 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130955.7
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 0.90339355 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129745.1
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 0.88415527 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130187.1
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 0.86110840 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 131275.3
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 0.92951660 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0101s; samplesPerSecond = 126971.5
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 0.93547363 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 131025.4
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 0.89445801 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 131191.9
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 0.85224609 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0099s; samplesPerSecond = 129599.3
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 0.87568359 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0099s; samplesPerSecond = 128885.4
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 0.86147461 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 131037.4
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 0.92687988 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0102s; samplesPerSecond = 126035.1
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 0.95852051 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130589.6
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 0.88564453 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130132.9
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 0.89006348 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130136.8
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 0.88647461 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 131083.1
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 0.92961426 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0101s; samplesPerSecond = 126754.0
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 0.90383301 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127562.5
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 0.88359375 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130756.3
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 0.93557129 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128640.6
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 0.96535645 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0101s; samplesPerSecond = 127331.5
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 0.95747070 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0097s; samplesPerSecond = 131294.2
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 0.87363281 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130386.1
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 0.89912109 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130127.6
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 0.89975586 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129028.4
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 0.85136719 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0100s; samplesPerSecond = 127472.3
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 0.94541016 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130698.9
01/16/2018 22:36:29:  Epoch[20 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 0.89375000 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130614.9
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 0.91875000 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130303.8
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 0.89262695 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 131138.1
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 0.88139648 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128146.1
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 0.92963867 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129601.9
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 0.88774414 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131214.8
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 0.87685547 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130386.1
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 0.98955078 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 131185.2
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 0.92470703 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128472.8
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 0.88710937 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129565.1
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 0.91030273 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0097s; samplesPerSecond = 131282.1
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 0.87924805 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 128259.1
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 0.97695312 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0099s; samplesPerSecond = 128899.7
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 0.89721680 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0098s; samplesPerSecond = 131007.9
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 0.92451172 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128576.0
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 0.81503906 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0099s; samplesPerSecond = 128899.7
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 0.87749023 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130979.8
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 0.90659180 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130303.8
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 0.92006836 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131159.6
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 0.85473633 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0103s; samplesPerSecond = 124157.3
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 0.90190430 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 128066.6
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 0.87109375 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130700.3
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 0.94331055 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130306.4
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 0.88208008 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128519.2
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 0.86748047 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 131087.1
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 0.90947266 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130507.0
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 0.86596680 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0100s; samplesPerSecond = 127776.4
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 0.91875000 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 131041.5
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 0.90522461 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129083.0
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 0.87675781 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130979.8
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 0.90786133 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 127953.9
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 0.90205078 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128489.5
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 0.93491211 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130855.3
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 0.89282227 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128396.7
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 0.95698242 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130636.2
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 0.89121094 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 131135.4
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 0.92685547 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 127646.4
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 0.96127930 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130469.8
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 0.92583008 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130733.6
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 0.93969727 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128546.3
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 0.93559570 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129914.9
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 0.84082031 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0101s; samplesPerSecond = 126761.5
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 0.84594727 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129942.6
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 0.90385742 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0097s; samplesPerSecond = 131326.5
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 0.94394531 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 127973.1
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 0.89790039 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0099s; samplesPerSecond = 129084.3
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 0.86259766 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131142.2
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 0.90688477 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130371.5
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 0.83974609 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129145.5
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 0.87319336 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130590.9
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 0.89028320 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128622.5
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 0.95327148 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130000.7
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 0.88378906 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0101s; samplesPerSecond = 127235.3
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 0.89731445 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 126109.6
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 0.92636719 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130962.4
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 0.91562500 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130261.3
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 0.94794922 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130147.4
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 0.88374023 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130728.3
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 0.90922852 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128521.8
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 0.95498047 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129014.1
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 0.92182617 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 131170.4
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 0.91943359 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127736.9
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 0.88178711 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130203.0
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 0.90234375 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130981.1
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 0.93310547 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128408.3
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 0.88413086 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 131198.6
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 0.92285156 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 128943.9
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 0.90732422 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129726.7
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 0.84501953 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130969.1
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 0.90478516 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128471.5
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 0.89355469 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130452.5
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 0.96245117 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130833.9
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 0.91904297 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 127594.3
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 0.92084961 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127915.6
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 0.91513672 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 130733.6
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 0.92846680 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129842.5
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 0.86801758 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130183.2
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 0.88349609 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130372.8
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 0.92724609 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0102s; samplesPerSecond = 125638.0
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 0.89951172 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130831.2
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 0.87734375 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0100s; samplesPerSecond = 128616.1
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 0.91108398 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127814.7
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 0.87622070 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130994.5
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 0.89301758 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128496.0
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 0.96162109 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130870.0
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 0.88945312 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130970.4
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 0.88886719 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128305.4
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 0.87514648 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 131167.7
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 0.92612305 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130303.8
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 0.88486328 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0100s; samplesPerSecond = 127994.9
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 0.91977539 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130932.9
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 0.87827148 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0102s; samplesPerSecond = 125040.3
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 0.94916992 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129445.9
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 0.94882813 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 131119.3
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 0.91938477 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 127664.2
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 0.89653320 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127971.8
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 0.93051758 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130428.6
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 0.86831055 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129795.1
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 0.87001953 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 131028.1
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 0.93232422 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 127014.4
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 0.89296875 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0099s; samplesPerSecond = 129102.5
01/16/2018 22:36:30:  Epoch[20 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 0.90937500 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130593.6
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 0.92348633 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0101s; samplesPerSecond = 126302.5
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 0.91215820 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127379.7
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 0.91523438 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130642.9
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 0.89521484 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 0.85527344 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130525.7
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 0.88237305 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 131054.9
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 0.88574219 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128069.2
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 0.93027344 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131186.5
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 0.92573242 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128061.5
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 0.90776367 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 130098.5
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 0.93925781 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 131124.7
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 0.89833984 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129384.4
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 0.93808594 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0101s; samplesPerSecond = 126977.8
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 0.91782227 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 0.90415039 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128449.6
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 0.94956055 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 131091.1
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 0.90698242 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131146.2
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 0.91713867 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127487.5
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 0.94189453 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129381.8
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 0.94858398 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130566.9
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 0.87529297 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130559.0
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 0.91181641 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130552.3
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 0.91411133 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0101s; samplesPerSecond = 126914.9
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 0.92856445 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 128084.5
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 0.93750000 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130986.5
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 0.89975586 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130281.2
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 0.94287109 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 128962.1
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 0.89599609 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130979.8
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 0.93144531 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127703.7
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 0.93564453 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 128966.0
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 0.94526367 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 0.89912109 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128481.8
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 0.88750000 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 131069.7
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 0.89199219 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 128270.7
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 0.92890625 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130391.4
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 0.90410156 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129845.1
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 0.86425781 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130472.5
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 0.97226563 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0101s; samplesPerSecond = 126923.7
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 0.87939453 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 131202.7
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 0.88930664 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127933.5
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 0.95341797 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130289.2
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 0.91616211 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 131016.0
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 0.93315430 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 128904.9
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 0.90556641 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131158.3
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 0.88461914 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129838.5
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 0.88530273 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130110.4
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 0.91206055 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131042.8
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 0.92412109 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128523.1
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 0.92241211 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0097s; samplesPerSecond = 131314.4
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 0.93364258 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130796.4
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 0.87529297 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0100s; samplesPerSecond = 127817.2
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 0.90268555 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0101s; samplesPerSecond = 126326.2
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 0.89711914 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130993.2
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 0.94638672 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 128006.4
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 0.91254883 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130797.8
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 0.89853516 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130193.8
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 0.90029297 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 127956.5
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 0.89301758 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0098s; samplesPerSecond = 130560.3
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 0.91943359 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128546.3
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 0.84692383 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0102s; samplesPerSecond = 125232.4
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 0.85546875 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 131065.6
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 0.87094727 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129011.4
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 0.92495117 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 126428.5
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 0.88833008 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130990.5
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 0.91386719 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128419.9
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 0.91660156 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 0.88583984 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128108.9
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 0.95224609 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 128025.6
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 0.91962891 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 131138.1
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 0.89340820 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130008.6
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 0.89262695 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130584.3
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 0.90737305 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130704.3
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 0.89262695 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0101s; samplesPerSecond = 126393.5
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 0.93442383 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130289.2
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 0.91591797 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131077.7
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 0.93950195 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130335.6
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 0.93398437 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131140.8
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 0.94033203 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0102s; samplesPerSecond = 126047.5
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 0.91518555 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130331.6
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 0.95732422 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 129996.8
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 0.90678711 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129432.8
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 0.86293945 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 127370.8
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 0.94926758 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 131229.6
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 0.87392578 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 0.91528320 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130555.0
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 0.94692383 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131130.1
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 0.90859375 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130576.3
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 0.88671875 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0097s; samplesPerSecond = 131296.9
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 0.90092773 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 126334.9
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 0.92626953 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127874.7
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 0.94184570 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130916.8
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 0.86118164 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130928.9
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 0.91210938 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128292.5
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 0.85117188 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130971.7
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 0.90288086 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130453.8
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 0.96479492 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130887.4
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 0.91127930 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131205.3
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 0.94160156 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129150.7
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 0.89448242 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130585.6
01/16/2018 22:36:31:  Epoch[20 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 0.86557617 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127655.3
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 0.88876953 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129508.8
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 0.88637695 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130725.6
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 0.91582031 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 126563.5
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 0.92143555 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127511.6
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 0.90576172 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131036.1
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 0.83554688 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0098s; samplesPerSecond = 130352.9
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 0.85908203 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0100s; samplesPerSecond = 128138.4
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 0.96987305 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 131150.2
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 0.87260742 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 127322.6
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 0.86166992 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0100s; samplesPerSecond = 128268.1
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 0.86176758 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130751.0
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 0.89067383 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130330.3
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 0.88178711 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130908.8
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 0.87114258 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0102s; samplesPerSecond = 126038.8
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 0.89233398 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127600.6
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 0.92543945 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130904.8
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 0.89218750 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 129995.4
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 0.93354492 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0101s; samplesPerSecond = 126606.1
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 0.88881836 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129605.8
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 0.88671875 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128516.6
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 0.89013672 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0100s; samplesPerSecond = 128005.1
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 0.92353516 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130515.0
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 0.96079102 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 128338.8
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 0.92285156 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130803.1
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 0.84565430 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0101s; samplesPerSecond = 126538.5
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 0.91445312 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 128947.8
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 0.92329102 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130694.9
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 0.90708008 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0101s; samplesPerSecond = 126466.0
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 0.86787109 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0101s; samplesPerSecond = 126602.3
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 0.91035156 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130971.7
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 0.88666992 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 131052.2
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 0.92753906 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 128700.1
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 0.89697266 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130128.9
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 0.90615234 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128042.3
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 0.91079102 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129287.7
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 0.94614258 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130110.4
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 0.91088867 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0101s; samplesPerSecond = 126955.2
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 0.88017578 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 0.87846680 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 127855.5
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 0.96142578 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0101s; samplesPerSecond = 126499.7
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 0.91098633 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131228.2
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 0.92958984 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 128564.4
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 0.86386719 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130816.5
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 0.90341797 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130616.2
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 0.95302734 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130590.9
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 0.95014648 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130876.7
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 0.93334961 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131046.8
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 0.91865234 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 127225.2
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 0.87651367 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0097s; samplesPerSecond = 131295.5
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 0.92343750 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130456.5
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 0.87905273 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130364.8
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 0.93281250 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130811.1
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 0.91245117 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 127911.7
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 0.88764648 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129442.0
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 0.88408203 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130780.4
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 0.91044922 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130523.0
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 0.91103516 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130420.6
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 0.92734375 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130268.0
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 0.89965820 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130620.2
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 0.89531250 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 128990.6
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 0.94921875 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0133s; samplesPerSecond = 96125.7
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 0.92670898 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127961.6
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 0.91215820 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 127477.3
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 0.84042969 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130731.0
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 0.92353516 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129435.4
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 0.93676758 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130908.8
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 0.96166992 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130076.0
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 0.92597656 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126207.8
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 0.90141602 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 131041.5
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 0.90229492 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129118.2
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 0.86049805 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130957.0
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 0.94160156 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130759.0
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 0.91381836 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127960.3
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 0.93095703 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 129990.1
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 0.95146484 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130555.0
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 0.92416992 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129355.6
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 0.90600586 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130688.3
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 0.92456055 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0101s; samplesPerSecond = 127087.5
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 0.90678711 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130935.6
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 0.95722656 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0098s; samplesPerSecond = 130445.9
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 0.95556641 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129448.5
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 0.80273438 * 1280; EvalClassificationError = 0.24453125 * 1280; time = 0.0102s; samplesPerSecond = 125302.2
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 0.93525391 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 131041.5
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 0.96240234 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130720.3
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 0.92504883 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130907.5
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 0.90625000 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130973.1
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 0.88125000 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129414.5
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 0.85341797 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0098s; samplesPerSecond = 131038.8
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 0.89047852 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 126124.5
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 0.90102539 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128227.0
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 0.89604492 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131183.8
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 0.89287109 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128006.4
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 0.88276367 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0123s; samplesPerSecond = 104137.0
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 0.96220703 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130727.0
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 0.92124023 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130238.8
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 0.88627930 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128585.1
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 0.89370117 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131002.6
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 0.89555664 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0101s; samplesPerSecond = 126857.0
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 0.89589844 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 128916.6
01/16/2018 22:36:32:  Epoch[20 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 0.88159180 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130887.4
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 0.91787109 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 131009.3
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 0.94589844 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0101s; samplesPerSecond = 126930.0
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 0.98945313 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130712.3
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 0.95351562 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 128845.2
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 0.93706055 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130309.1
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 0.92529297 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130245.4
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 0.94770508 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127798.1
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 0.91127930 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131013.3
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 0.94038086 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 128559.2
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 0.88271484 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128206.4
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 0.92177734 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130983.8
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 0.87138672 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 0.90732422 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0099s; samplesPerSecond = 128701.4
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 0.91000977 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 131022.7
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 0.88466797 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 128864.7
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 0.84711914 * 1280; EvalClassificationError = 0.26093750 * 1280; time = 0.0098s; samplesPerSecond = 131095.2
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 0.92661133 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127876.0
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 0.86982422 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0100s; samplesPerSecond = 128492.1
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 0.90825195 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129139.0
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 0.90078125 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130662.9
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 0.86967773 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 127966.7
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 0.85991211 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 131146.2
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 0.88310547 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0100s; samplesPerSecond = 128193.6
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 0.96137695 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130444.5
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 0.87060547 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130939.6
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 0.92075195 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0100s; samplesPerSecond = 128117.9
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 0.98247070 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0100s; samplesPerSecond = 127520.5
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 0.92612305 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130744.3
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 0.92919922 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129443.3
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 0.92500000 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130815.1
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 0.96630859 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 129999.4
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 0.90546875 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128467.6
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 0.91513672 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131241.7
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 0.95019531 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130424.6
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 0.85825195 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130601.6
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 1.00390625 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130305.1
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 0.87602539 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 128764.9
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 0.87441406 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0101s; samplesPerSecond = 126348.6
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 0.92832031 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130664.2
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 0.95307617 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 128297.7
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 0.89868164 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131139.5
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 0.89301758 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130056.2
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 0.89658203 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0101s; samplesPerSecond = 127232.8
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 0.89438477 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130804.4
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 0.88828125 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 128444.4
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 0.91503906 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127929.6
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 0.89257812 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 131127.4
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 0.86748047 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 128729.9
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 0.97250977 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 0.96674805 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 131068.3
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 0.90258789 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128157.6
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 0.94643555 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0097s; samplesPerSecond = 131468.1
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 0.91044922 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 127809.6
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 0.86323242 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130622.9
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 0.92226562 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131165.0
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 0.90610352 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129387.0
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 0.93100586 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0102s; samplesPerSecond = 125923.5
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 0.92485352 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 131167.7
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 0.87475586 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130366.1
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 0.93662109 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130580.3
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 0.93291016 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130714.9
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 0.91982422 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128010.2
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 0.89716797 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0097s; samplesPerSecond = 131398.0
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 0.91557617 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130540.3
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 0.83422852 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0100s; samplesPerSecond = 128266.8
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 0.91181641 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131061.6
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 0.92983398 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129266.8
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 0.87622070 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0101s; samplesPerSecond = 127245.4
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 0.91953125 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130749.7
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 0.92226562 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129762.2
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 0.99360352 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130705.6
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 0.90717773 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131103.2
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 0.93676758 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0102s; samplesPerSecond = 125791.1
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 0.85175781 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 131256.5
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 0.91904297 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130064.1
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 0.86342773 * 1280; EvalClassificationError = 0.26640625 * 1280; time = 0.0098s; samplesPerSecond = 130254.7
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 0.93823242 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131046.8
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 0.95229492 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127684.6
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 0.95844727 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0100s; samplesPerSecond = 127567.5
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 0.87114258 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130668.2
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 0.85620117 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130582.9
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 0.96660156 * 1280; EvalClassificationError = 0.33750000 * 1280; time = 0.0099s; samplesPerSecond = 129704.3
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 0.92758789 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 131058.9
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 0.92143555 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129071.3
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 0.92124023 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130963.7
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 0.95849609 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129611.1
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 0.92773438 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129332.1
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 0.90927734 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130475.1
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 0.91372070 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 127322.6
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 0.90405273 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128116.6
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 0.88320312 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131030.7
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 0.87861328 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130249.4
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 0.85522461 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130815.1
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 0.90864258 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130749.7
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 0.85146484 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 129128.6
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 0.88974609 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130114.4
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 0.87055664 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130273.3
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 0.90546875 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128396.7
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 0.99438477 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130520.3
01/16/2018 22:36:33:  Epoch[20 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 0.83559570 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0100s; samplesPerSecond = 128632.9
01/16/2018 22:36:34:  Epoch[20 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 0.94121094 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 127930.9
01/16/2018 22:36:34:  Epoch[20 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 0.90141602 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130940.9
01/16/2018 22:36:34:  Epoch[20 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 0.87192383 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0102s; samplesPerSecond = 125178.5
01/16/2018 22:36:34:  Epoch[20 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 0.93334961 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0100s; samplesPerSecond = 128480.5
01/16/2018 22:36:34:  Epoch[20 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 0.84404297 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0098s; samplesPerSecond = 131046.8
01/16/2018 22:36:34:  Epoch[20 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 0.95156250 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130515.0
01/16/2018 22:36:34:  Epoch[20 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 0.83354492 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0098s; samplesPerSecond = 131162.3
01/16/2018 22:36:34:  Epoch[20 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 0.87309570 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0101s; samplesPerSecond = 127240.4
01/16/2018 22:36:34:  Epoch[20 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 0.91914063 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 127897.7
01/16/2018 22:36:34:  Epoch[20 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 0.86083984 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 131240.3
01/16/2018 22:36:34:  Epoch[20 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 0.90468750 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 131080.4
01/16/2018 22:36:34:  Epoch[20 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 0.94003906 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130491.1
01/16/2018 22:36:34:  Epoch[20 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 0.92143555 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0097s; samplesPerSecond = 131315.7
01/16/2018 22:36:34:  Epoch[20 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 0.95712891 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 128749.3
01/16/2018 22:36:34:  Epoch[20 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 0.90024414 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129651.8
01/16/2018 22:36:34:  Epoch[20 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 0.83344727 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 131220.1
01/16/2018 22:36:34:  Epoch[20 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 0.91137695 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130919.5
01/16/2018 22:36:34:  Epoch[20 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 0.91372070 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131034.8
01/16/2018 22:36:34:  Epoch[20 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 0.87016602 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0101s; samplesPerSecond = 126830.6
01/16/2018 22:36:34:  Epoch[20 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 0.97280273 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130201.7
01/16/2018 22:36:34:  Epoch[20 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 0.93813477 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130197.7
01/16/2018 22:36:34:  Epoch[20 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 0.93510742 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127881.1
01/16/2018 22:36:34: Finished Epoch[20 of 25]: [Training] CrossEntropyWithSoftmax = 0.90942492 * 1124823; EvalClassificationError = 0.29632218 * 1124823; totalSamplesSeen = 22496460; learningRatePerSample = 3.8146973e-06; epochTime=8.77688s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:36:34: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.23341839 * 122487; perplexity = 3.43294466; EvalClassificationError = 0.38838407 * 122487
01/16/2018 22:36:34: Finished Epoch[20 of 25]: [Validate] CrossEntropyWithSoftmax = 1.23341839 * 122487; EvalClassificationError = 0.38838407 * 122487
01/16/2018 22:36:34: Loading (rolling back to) previous model with best training-criterion value: /tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.19.
ValidateSubNetwork: InvStdOfFeatures InvStdDev operation changed, from [792 x 1] to [792].ValidateSubNetwork: MeanOfFeatures Mean operation changed, from [792 x 1] to [792].ValidateSubNetwork: Prior Mean operation changed, from [183 x 1] to [183].01/16/2018 22:36:34: learnRatePerSample reduced to 1.9073486e-06
01/16/2018 22:36:34: SGD: revoke back to and update checkpoint file for epoch 19

01/16/2018 22:36:34: Starting Epoch 20: learning rate per sample = 0.000002  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 19: frames [21371637..22496460] (first utterance at frame 21371637), data subset 0 of 1, with 1 datapasses

01/16/2018 22:36:34: Starting minibatch loop.
01/16/2018 22:36:34:  Epoch[20 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 0.91150246 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0103s; samplesPerSecond = 124734.5
01/16/2018 22:36:34:  Epoch[20 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 0.87765980 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130600.3
01/16/2018 22:36:34:  Epoch[20 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 0.91706371 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 127566.3
01/16/2018 22:36:34:  Epoch[20 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 0.88487206 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130086.6
01/16/2018 22:36:34:  Epoch[20 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 0.95974388 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131020.0
01/16/2018 22:36:34:  Epoch[20 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 0.90517731 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130173.9
01/16/2018 22:36:34:  Epoch[20 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 0.91682777 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129244.6
01/16/2018 22:36:34:  Epoch[20 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 0.91442871 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130020.5
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 0.92644577 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130302.4
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 0.95431671 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0101s; samplesPerSecond = 126928.7
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 0.87400360 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130920.8
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 0.87276917 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 128932.2
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 0.92325974 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130792.4
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 0.88581467 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127733.0
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 0.90035782 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 127791.7
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 0.94647827 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 131186.5
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 0.93528748 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128029.4
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 0.94098358 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 128648.4
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 0.86739044 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130744.3
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 0.90398712 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130274.6
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 0.91660461 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128543.7
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 0.87951813 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 131016.0
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 0.92511139 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128477.9
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 0.94111328 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129171.6
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 0.87700043 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0097s; samplesPerSecond = 131284.7
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 0.89195709 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 128666.5
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 0.96866760 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130698.9
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 0.90072632 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128610.9
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 0.93067780 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130031.1
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 0.91090698 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131140.8
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 0.96687622 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 128546.3
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 0.93488159 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129044.0
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 0.88594666 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 131114.0
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 0.94768372 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0109s; samplesPerSecond = 117273.0
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 0.89488831 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0102s; samplesPerSecond = 125389.4
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 0.89321899 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129683.3
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 0.95961304 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129427.6
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 0.93414612 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129349.1
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 0.91964722 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130743.0
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 0.87340088 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128243.7
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 0.87190247 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 129958.5
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 0.90847473 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130195.1
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 0.98337402 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130817.8
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 0.87886963 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130207.0
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 0.91324463 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0103s; samplesPerSecond = 124563.3
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 0.92020264 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0104s; samplesPerSecond = 123454.4
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 0.95811462 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130805.8
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 0.82637634 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0099s; samplesPerSecond = 128688.5
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 0.92469788 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128261.7
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 0.93760071 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130461.8
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 0.89412231 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 126737.7
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 0.94281921 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131006.6
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 0.90842590 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 127780.2
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 0.93544312 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129705.6
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 0.86550903 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130965.0
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 0.93251343 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0101s; samplesPerSecond = 126594.8
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 0.91202087 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128151.2
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 0.91174316 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0097s; samplesPerSecond = 131387.2
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 0.90003662 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129393.6
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 0.92802124 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0102s; samplesPerSecond = 125749.1
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 0.91287842 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130966.4
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 0.86813965 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130421.9
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 0.90390015 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129713.5
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 0.88643799 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130693.6
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 0.92172241 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0102s; samplesPerSecond = 125720.7
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 0.88378296 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130851.2
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 0.94407959 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130971.7
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 0.84703979 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130006.0
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 0.88017578 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130344.9
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 0.91929932 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0101s; samplesPerSecond = 126384.8
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 0.88419800 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0103s; samplesPerSecond = 124415.6
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 0.88942871 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130959.7
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 0.93088989 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129037.5
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 0.97878418 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 129259.0
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 0.89739990 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 131158.3
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 0.92437744 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130139.5
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 0.86822510 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 131060.3
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 0.89692383 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0099s; samplesPerSecond = 129518.0
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 0.88748169 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130975.8
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 0.94159546 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 131150.2
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 0.92797241 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0103s; samplesPerSecond = 124393.8
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 0.95238647 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130056.2
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 0.90818481 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130640.2
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 0.91588745 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 128862.1
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 0.90746460 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 127699.9
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 0.91965332 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130556.3
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 0.91679687 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130368.8
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 0.89975586 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129946.6
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 0.91735229 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128009.0
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 0.90493164 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 126741.5
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 0.92200928 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 131146.2
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 0.87686157 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130225.6
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 0.92042236 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130753.7
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 0.90537720 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130688.3
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 0.91744385 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 127082.5
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 0.92646484 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0101s; samplesPerSecond = 126893.5
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 0.92820435 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 131120.7
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 0.91766357 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129183.3
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 0.82420044 * 1280; EvalClassificationError = 0.26640625 * 1280; time = 0.0098s; samplesPerSecond = 131083.1
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 0.90093384 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 127766.2
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 0.94749756 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 128101.2
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 0.98924561 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131115.3
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 0.88526611 * 1280; EvalClassificationError = 0.26093750 * 1280; time = 0.0100s; samplesPerSecond = 128209.0
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 0.85256958 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130196.4
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 0.91314697 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131040.1
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 0.93032227 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127759.8
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 0.96558228 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130525.7
01/16/2018 22:36:35:  Epoch[20 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 0.86619263 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130720.3
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 0.94818726 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0101s; samplesPerSecond = 127306.2
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 0.93870239 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0102s; samplesPerSecond = 125380.8
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 0.95535278 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130940.9
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 0.89341431 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 128678.1
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 0.85551147 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 131036.1
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 0.87380371 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129818.8
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 0.92819824 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 128443.1
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 0.85976562 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130684.3
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 0.88051758 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127978.2
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 0.92010498 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 128090.9
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 0.91434326 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130833.9
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 0.98900146 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130424.6
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 0.95555420 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130050.9
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 0.92806396 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 131068.3
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 0.88781738 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129628.1
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 0.85186768 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130957.0
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 0.91409912 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130689.6
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 0.98917236 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 128429.0
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 0.86545410 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 131073.7
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 0.95863037 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130098.5
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 0.93409424 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130242.8
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 0.91950684 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130987.8
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 0.89105225 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 126155.6
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 0.97822266 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 131018.7
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 0.90998535 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131155.6
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 0.87844238 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130032.4
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 0.92962646 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0097s; samplesPerSecond = 131371.0
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 0.91763916 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0101s; samplesPerSecond = 126552.2
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 0.85313721 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130356.9
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 0.91064453 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 131224.2
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 0.88012695 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130620.2
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 0.82139893 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0101s; samplesPerSecond = 127277.1
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 0.89130859 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130957.0
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 0.93125000 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128467.6
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 0.97423096 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129054.4
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 0.99296875 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131022.7
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 1.01268311 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130019.2
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 0.87441406 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 131120.7
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 0.93374023 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0103s; samplesPerSecond = 124109.2
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 0.87673340 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 129230.3
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 0.92249756 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130574.9
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 0.93953857 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127936.0
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 0.93934326 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0102s; samplesPerSecond = 125214.0
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 0.89228516 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 131071.0
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 0.92940674 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129391.0
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 0.88134766 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0099s; samplesPerSecond = 129146.8
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 0.91207275 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131138.1
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 0.92403564 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127523.1
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 0.93370361 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129583.5
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 0.89427490 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127872.1
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 0.89893799 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130204.4
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 0.88732910 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130888.7
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 0.84135742 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0103s; samplesPerSecond = 124729.6
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 0.85443115 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 127837.6
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 0.96949463 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130969.1
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 0.86096191 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130533.7
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 0.96060791 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0101s; samplesPerSecond = 126547.2
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 0.86685791 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130653.6
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 0.89642334 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129260.3
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 0.89873047 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129328.2
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 0.92886963 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130690.9
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 0.87819824 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129710.9
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 0.87593994 * 1280; EvalClassificationError = 0.26250000 * 1280; time = 0.0098s; samplesPerSecond = 130444.5
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 0.87598877 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0102s; samplesPerSecond = 125201.7
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 0.89565430 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129726.7
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 0.93287354 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 131112.6
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 0.94062500 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128139.7
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 0.92202148 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0103s; samplesPerSecond = 124790.4
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 0.96708984 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130981.1
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 0.86308594 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129474.7
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 0.89334717 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 128958.2
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 0.93782959 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130935.6
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 0.89774170 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 128524.4
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 0.86362305 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130886.0
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 0.95260010 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 127772.6
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 0.91109619 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126947.6
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 0.92839355 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129461.6
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 0.89545898 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0102s; samplesPerSecond = 125855.4
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 0.90466309 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128030.7
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 0.93718262 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 131016.0
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 0.92448730 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129672.8
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 0.92193604 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0101s; samplesPerSecond = 127039.6
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 0.87131348 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131210.7
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 0.92244873 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 129983.5
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 0.98319092 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0099s; samplesPerSecond = 129366.1
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 0.90872803 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131001.2
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 0.93459473 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130467.1
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 0.92373047 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131095.2
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 0.94697266 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0101s; samplesPerSecond = 126428.5
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 0.93554688 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 128349.1
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 0.90524902 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130785.7
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 0.93631592 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129294.2
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 0.86260986 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 127172.1
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 0.90764160 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131018.7
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 0.95029297 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130545.6
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 0.93062744 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129908.4
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 0.94693604 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130747.0
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 0.81544189 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0177s; samplesPerSecond = 72144.8
01/16/2018 22:36:36:  Epoch[20 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 0.90288086 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 128966.0
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 0.90549316 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129201.6
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 0.97290039 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130164.6
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 0.88807373 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0101s; samplesPerSecond = 126685.0
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 0.87612305 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129487.8
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 0.88815918 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130500.4
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 0.91469727 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129758.2
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 0.88459473 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130564.3
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 0.95083008 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127552.3
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 0.91628418 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129701.7
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 0.92548828 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130348.9
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 0.92128906 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 127800.6
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 0.91363525 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127810.8
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 0.85963135 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130914.1
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 0.88343506 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0101s; samplesPerSecond = 126588.5
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 0.85371094 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130197.7
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 0.95810547 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130360.8
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 0.84561768 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130649.6
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 0.90314941 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130870.0
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 0.92124023 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127747.1
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 0.91381836 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128555.4
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 0.92082520 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130359.5
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 0.97353516 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 127828.7
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 0.93339844 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 127992.3
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 0.90480957 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130725.6
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 0.90883789 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0101s; samplesPerSecond = 127018.1
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 0.89597168 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130638.9
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 0.90026855 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130702.9
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 0.92910156 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127589.2
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 0.86569824 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130205.7
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 0.90156250 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129658.3
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 0.93793945 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130483.1
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 0.91286621 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130508.4
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 0.91613770 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127842.8
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 0.95576172 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 128696.2
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 0.90200195 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 0.96669922 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129323.0
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 0.94841309 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130479.1
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 0.93957520 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130648.2
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 0.93132324 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129855.6
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 0.93488770 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130693.6
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 0.87180176 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0101s; samplesPerSecond = 126404.8
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 0.94858398 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 128514.1
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 0.86064453 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130455.2
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 0.88576660 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0118s; samplesPerSecond = 108672.6
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 0.90195313 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130432.6
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 0.94020996 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130811.1
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 0.90922852 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130946.3
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 0.91782227 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 128183.3
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 0.90095215 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130805.8
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 0.94865723 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129103.8
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 0.84873047 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0100s; samplesPerSecond = 127629.9
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 0.91611328 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130281.2
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 0.89060059 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0102s; samplesPerSecond = 125805.9
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 0.90058594 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 128035.9
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 0.90251465 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130769.7
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 0.86540527 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 129914.9
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 0.97121582 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 128827.1
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 0.91049805 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0103s; samplesPerSecond = 124378.1
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 0.89875488 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129812.2
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 0.82058105 * 1280; EvalClassificationError = 0.25703125 * 1280; time = 0.0098s; samplesPerSecond = 130768.4
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 0.85390625 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0100s; samplesPerSecond = 128244.9
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 0.86586914 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 127708.8
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 0.83986816 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0098s; samplesPerSecond = 130692.3
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 0.89196777 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0102s; samplesPerSecond = 126087.3
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 0.89118652 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128594.1
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 0.97622070 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130803.1
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 0.95358887 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130139.5
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 0.91359863 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128301.5
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 0.88718262 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 0.94958496 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 128928.3
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 0.93781738 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130195.1
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 0.90815430 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130344.9
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 0.90217285 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0101s; samplesPerSecond = 126549.7
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 0.93835449 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130781.7
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 0.90278320 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128108.9
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 0.88901367 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129364.8
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 0.92150879 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130775.0
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 0.88842773 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0104s; samplesPerSecond = 123345.0
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 0.89277344 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0099s; samplesPerSecond = 129803.0
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 0.90185547 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130763.0
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 0.86137695 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 130090.6
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 0.98164063 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130317.0
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 0.93754883 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0102s; samplesPerSecond = 124895.1
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 0.86530762 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130425.9
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 0.87602539 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 130708.3
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 0.92265625 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 128950.4
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 0.90629883 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0103s; samplesPerSecond = 124775.8
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 0.94038086 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130620.2
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 0.91728516 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 126266.4
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 0.86088867 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127959.1
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 0.96657715 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0105s; samplesPerSecond = 121485.9
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 0.89096680 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129833.2
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 0.98217773 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0102s; samplesPerSecond = 126089.7
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 0.88908691 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130323.7
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 0.92138672 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 128431.5
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 0.85407715 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0100s; samplesPerSecond = 128559.2
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 0.93886719 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0103s; samplesPerSecond = 124863.4
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 0.88310547 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0101s; samplesPerSecond = 126184.2
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 0.84196777 * 1280; EvalClassificationError = 0.26640625 * 1280; time = 0.0098s; samplesPerSecond = 130465.8
01/16/2018 22:36:37:  Epoch[20 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 0.92294922 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 127664.2
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 0.90039062 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0104s; samplesPerSecond = 122665.3
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 0.92290039 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 129979.6
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 0.92207031 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0103s; samplesPerSecond = 124746.6
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 0.91516113 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129704.3
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 0.89838867 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130201.7
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 0.92111816 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 127915.6
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 0.91218262 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0102s; samplesPerSecond = 125502.5
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 0.90568848 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130160.7
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 0.86157227 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0100s; samplesPerSecond = 127983.4
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 0.92338867 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130344.9
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 0.85827637 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130840.5
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 0.93686523 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129626.8
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 0.98405762 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 131007.9
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 0.90002441 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0103s; samplesPerSecond = 124108.0
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 0.86142578 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0119s; samplesPerSecond = 107602.8
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 0.90441895 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130336.9
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 0.93371582 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130419.3
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 0.90595703 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0103s; samplesPerSecond = 124409.5
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 0.94240723 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130375.4
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 0.90998535 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129527.1
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 0.88686523 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127401.2
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 0.87788086 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130085.3
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 0.94067383 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 128023.0
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 0.87265625 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129123.4
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 0.89978027 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130340.9
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 0.93371582 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129842.5
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 0.88952637 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 126261.4
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 0.89177246 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130916.8
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 0.95734863 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0100s; samplesPerSecond = 128107.6
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 0.90383301 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127847.9
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 0.89169922 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130633.6
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 0.90805664 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0101s; samplesPerSecond = 126874.6
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 0.81557617 * 1280; EvalClassificationError = 0.26640625 * 1280; time = 0.0098s; samplesPerSecond = 130614.9
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 0.92312012 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 129750.3
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 0.88813477 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129866.2
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 0.90119629 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129577.0
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 0.90156250 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129088.2
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 0.88706055 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 127210.0
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 0.89567871 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130684.3
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 0.90336914 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128126.8
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 0.89018555 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130745.7
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 0.92026367 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 129944.0
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 0.85385742 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0102s; samplesPerSecond = 125537.0
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 0.90922852 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130441.9
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 0.85417480 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0099s; samplesPerSecond = 129341.3
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 0.92788086 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128412.2
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 0.93996582 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130629.6
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 0.90571289 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 128282.2
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 0.90419922 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 129975.6
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 0.91914063 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130642.9
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 0.91455078 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0101s; samplesPerSecond = 127237.8
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 0.97199707 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0101s; samplesPerSecond = 126941.3
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 0.88212891 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130828.5
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 0.89880371 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129116.9
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 0.94172363 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131119.3
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 0.89562988 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129090.8
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 0.91352539 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 128306.7
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 0.96062012 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130908.8
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 0.91130371 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127942.4
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 0.94509277 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128153.8
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 0.92351074 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130593.6
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 0.96279297 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 128942.6
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 0.93674316 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128434.1
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 0.89929199 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130110.4
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 0.90019531 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128520.5
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 0.91042480 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128476.6
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 0.95700684 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130483.1
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 0.88520508 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 127150.6
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 0.90458984 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 131056.2
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 0.89387207 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 129830.6
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 0.92697754 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130188.5
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 0.92443848 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130768.4
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 0.87761230 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0101s; samplesPerSecond = 126780.4
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 0.91079102 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 127842.8
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 0.89765625 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131037.4
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 0.93076172 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129746.4
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 0.91054687 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0101s; samplesPerSecond = 126564.8
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 0.91479492 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130757.7
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 0.88605957 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129629.4
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 0.95310059 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130622.9
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 0.94311523 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130744.3
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 0.94577637 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0115s; samplesPerSecond = 111616.9
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 0.93242187 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131092.5
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 0.91286621 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129612.4
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 0.89965820 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129717.5
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 0.95341797 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130660.2
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 0.93527832 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128155.1
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 0.89970703 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0101s; samplesPerSecond = 126307.5
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 0.92631836 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130916.8
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 0.89355469 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129346.5
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 0.96047363 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0101s; samplesPerSecond = 126820.6
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 0.88310547 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 0.98581543 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0102s; samplesPerSecond = 125904.9
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 0.90761719 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130910.1
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 0.84665527 * 1280; EvalClassificationError = 0.26171875 * 1280; time = 0.0100s; samplesPerSecond = 128164.0
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 0.92272949 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 127439.3
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 0.86474609 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130883.4
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 0.94990234 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0102s; samplesPerSecond = 125670.1
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 0.94333496 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0100s; samplesPerSecond = 128625.1
01/16/2018 22:36:38:  Epoch[20 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 0.89348145 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129787.2
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 0.90527344 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0101s; samplesPerSecond = 126958.9
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 0.89030762 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128221.8
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 0.92861328 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130236.2
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 0.88698730 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128525.7
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 0.91743164 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0101s; samplesPerSecond = 126818.1
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 0.89328613 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130572.3
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 0.91074219 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127444.3
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 0.89465332 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130628.2
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 0.86896973 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 127509.1
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 0.90231934 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130226.9
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 0.88427734 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130656.2
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 0.87954102 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129772.7
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 0.91347656 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127443.1
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 0.92973633 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130902.1
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 0.96508789 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128266.8
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 0.95849609 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 128979.0
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 0.93745117 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130876.7
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 0.89829102 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0101s; samplesPerSecond = 126398.5
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 0.90017090 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 128823.2
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 0.90620117 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 0.90812988 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130188.5
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 0.88017578 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 129924.2
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 0.90334473 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0101s; samplesPerSecond = 127170.8
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 0.88403320 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129135.1
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 0.86098633 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130581.6
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 0.92951660 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 128748.0
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 0.93542480 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0103s; samplesPerSecond = 124522.1
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 0.89438477 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130124.9
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 0.85214844 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0099s; samplesPerSecond = 128986.7
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 0.87558594 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0099s; samplesPerSecond = 128891.9
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 0.86142578 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130250.7
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 0.92687988 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 127812.1
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 0.95854492 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128056.3
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 0.88557129 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0101s; samplesPerSecond = 126796.7
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 0.88994141 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130388.7
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 0.88645020 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130888.7
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 0.92956543 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128314.4
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 0.90378418 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0102s; samplesPerSecond = 125841.8
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 0.88356934 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130705.6
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 0.93547363 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0101s; samplesPerSecond = 127360.6
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 0.96528320 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 128622.5
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 0.95744629 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130680.3
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 0.87368164 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0101s; samplesPerSecond = 126537.2
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 0.89907227 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129857.0
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 0.89975586 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127464.6
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 0.85126953 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130501.7
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 0.94541016 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130609.6
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 0.89379883 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127603.2
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 0.91879883 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129289.0
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 0.89257812 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130779.1
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 0.88139648 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130698.9
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 0.92954102 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0102s; samplesPerSecond = 125296.1
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 0.88759766 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130892.7
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 0.87680664 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130056.2
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 0.98950195 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0100s; samplesPerSecond = 128358.1
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 0.92460937 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130271.9
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 0.88701172 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0102s; samplesPerSecond = 125569.0
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 0.91025391 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130932.9
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 0.87910156 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130620.2
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 0.97695312 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0099s; samplesPerSecond = 129862.2
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 0.89692383 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0098s; samplesPerSecond = 130876.7
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 0.92446289 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 126128.3
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 0.81503906 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0100s; samplesPerSecond = 128134.5
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 0.87739258 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130095.8
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 0.90649414 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 128881.5
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 0.91992188 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128345.2
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 0.85463867 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130712.3
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 0.90190430 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0106s; samplesPerSecond = 120454.7
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 0.87094727 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 0.94321289 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130660.2
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 0.88198242 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129799.0
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 0.86748047 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130594.9
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 0.90922852 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0102s; samplesPerSecond = 125243.4
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 0.86586914 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0099s; samplesPerSecond = 129461.6
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 0.91875000 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130915.5
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 0.90507812 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0101s; samplesPerSecond = 126952.6
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 0.87666016 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 128867.3
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 0.90751953 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130399.3
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 0.90190430 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130605.6
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 0.93496094 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130115.7
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 0.89267578 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130629.6
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 0.95688477 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0101s; samplesPerSecond = 127168.3
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 0.89111328 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128603.1
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 0.92675781 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129567.8
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 0.96103516 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129195.1
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 0.92597656 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130681.6
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 0.93969727 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0113s; samplesPerSecond = 113211.2
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 0.93544922 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0101s; samplesPerSecond = 126186.7
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 0.84062500 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0098s; samplesPerSecond = 130634.9
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 0.84584961 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 127587.9
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 0.90385742 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 128831.0
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 0.94384766 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130282.6
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 0.89775391 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0100s; samplesPerSecond = 127427.8
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 0.86250000 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129554.7
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 0.90683594 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130551.0
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 0.83979492 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 127398.7
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 0.87309570 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0101s; samplesPerSecond = 126221.5
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 0.89038086 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130569.6
01/16/2018 22:36:39:  Epoch[20 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 0.95327148 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 129920.2
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 0.88378906 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130769.7
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 0.89736328 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127618.4
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 0.92636719 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0102s; samplesPerSecond = 124900.0
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 0.91562500 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130416.6
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 0.94794922 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 128767.5
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 0.88364258 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130362.2
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 0.90913086 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130140.8
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 0.95493164 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127495.1
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 0.92187500 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128493.4
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 0.91933594 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130716.3
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 0.88159180 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0100s; samplesPerSecond = 128519.2
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 0.90229492 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130537.7
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 0.93286133 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130451.2
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 0.88398438 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0101s; samplesPerSecond = 126181.7
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 0.92280273 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130700.3
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 0.90717773 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0101s; samplesPerSecond = 127288.5
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 0.84511719 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130372.8
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 0.90473633 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130795.1
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 0.89350586 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 128910.1
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 0.96235352 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130040.3
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 0.91889648 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130689.6
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 0.92089844 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130354.2
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 0.91484375 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0099s; samplesPerSecond = 129226.4
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 0.92846680 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130000.7
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 0.86791992 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0101s; samplesPerSecond = 126652.4
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 0.88334961 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 0.92739258 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129672.8
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 0.89936523 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 128088.4
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 0.87739258 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130765.7
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 0.91093750 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130010.0
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 0.87626953 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130285.2
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 0.89282227 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130569.6
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 0.96157227 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130176.6
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 0.88935547 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130609.6
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 0.88881836 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130745.7
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 0.87514648 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0100s; samplesPerSecond = 128280.9
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 0.92607422 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130649.6
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 0.88461914 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0099s; samplesPerSecond = 129372.6
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 0.91972656 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130069.4
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 0.87817383 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130803.1
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 0.94907227 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 126971.5
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 0.94877930 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129909.7
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 0.91943359 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129172.9
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 0.89628906 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129549.4
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 0.93051758 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 129983.5
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 0.86801758 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130492.4
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 0.86992187 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 129027.1
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 0.93222656 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130544.3
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 0.89296875 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0100s; samplesPerSecond = 127691.0
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 0.90932617 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128465.0
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 0.92353516 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130666.9
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 0.91225586 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130310.4
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 0.91513672 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0103s; samplesPerSecond = 124807.4
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 0.89516602 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130737.6
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 0.85522461 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 127957.8
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 0.88232422 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129625.5
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 0.88554687 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130706.9
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 0.93027344 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0101s; samplesPerSecond = 127033.3
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 0.92563477 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130759.0
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 0.90766602 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0100s; samplesPerSecond = 127773.8
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 0.93930664 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129864.9
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 0.89838867 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130600.3
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 0.93803711 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0101s; samplesPerSecond = 127202.4
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 0.91782227 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129556.0
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 0.90415039 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130640.2
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 0.94936523 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0101s; samplesPerSecond = 126456.0
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 0.90668945 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 127143.1
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 0.91718750 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130306.4
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 0.94189453 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0101s; samplesPerSecond = 127202.4
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 0.94838867 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129146.8
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 0.87524414 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130780.4
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 0.91181641 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130496.4
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 0.91406250 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130871.3
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 0.92846680 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129283.8
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 0.93730469 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130138.2
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 0.89960938 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130594.9
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 0.94262695 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 127763.6
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 0.89599609 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 126458.5
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 0.93139648 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130779.1
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 0.93564453 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 128991.9
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 0.94521484 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127734.3
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 0.89887695 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130684.3
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 0.88735352 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0100s; samplesPerSecond = 127398.7
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 0.89194336 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130095.8
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 0.92890625 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0101s; samplesPerSecond = 127006.8
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 0.90405273 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130185.8
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 0.86416016 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130767.0
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 0.97221680 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 128315.7
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 0.87929687 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0109s; samplesPerSecond = 117386.0
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 0.88901367 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 128662.6
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 0.95322266 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 129193.8
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 0.91606445 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 129999.4
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 0.93310547 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130769.7
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 0.90532227 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0102s; samplesPerSecond = 124886.6
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 0.88452148 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130812.5
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 0.88520508 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129785.9
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 0.91201172 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127596.8
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 0.92402344 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131274.0
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 0.92231445 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 131182.5
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 0.93354492 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129179.4
01/16/2018 22:36:40:  Epoch[20 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 0.87514648 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 131230.9
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 0.90278320 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130548.3
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 0.89702148 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0102s; samplesPerSecond = 125356.2
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 0.94619141 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130163.3
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 0.91240234 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0101s; samplesPerSecond = 126847.0
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 0.89819336 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129179.4
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 0.90024414 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130501.7
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 0.89296875 * 1280; EvalClassificationError = 0.26796875 * 1280; time = 0.0102s; samplesPerSecond = 125576.4
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 0.91928711 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128351.7
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 0.84682617 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0098s; samplesPerSecond = 131071.0
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 0.85527344 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130448.5
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 0.87080078 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130974.4
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 0.92485352 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 128336.2
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 0.88823242 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0103s; samplesPerSecond = 124533.0
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 0.91406250 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 0.91650391 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 128733.8
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 0.88588867 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128041.0
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 0.95200195 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 131044.2
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 0.91948242 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 128876.4
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 0.89321289 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130321.0
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 0.89257812 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 131132.8
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 0.90708008 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 128745.4
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 0.89248047 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130776.4
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 0.93432617 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129825.3
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 0.91586914 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128216.7
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 0.93940430 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131103.2
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 0.93383789 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129612.4
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 0.94042969 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 126601.1
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 0.91513672 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131111.3
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 0.95712891 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0105s; samplesPerSecond = 121876.9
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 0.90678711 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129932.1
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 0.86298828 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0097s; samplesPerSecond = 131284.7
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 0.94902344 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0101s; samplesPerSecond = 127323.9
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 0.87387695 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130704.3
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 0.91523438 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130993.2
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 0.94677734 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130581.6
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 0.90844727 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130581.6
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 0.88657227 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128103.8
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 0.90087891 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 127580.3
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 0.92612305 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131255.1
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 0.94169922 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0101s; samplesPerSecond = 127067.3
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 0.86113281 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 131162.3
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 0.91206055 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130455.2
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 0.85107422 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 128691.1
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 0.90273437 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130617.6
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 0.96479492 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130403.3
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 0.91127930 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128123.0
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 0.94140625 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130608.2
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 0.89443359 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0101s; samplesPerSecond = 126145.7
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 0.86542969 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130561.6
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 0.88876953 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130955.7
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 0.88627930 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 128802.4
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 0.91572266 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127693.5
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 0.92138672 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131126.0
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 0.90561523 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 128838.7
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 0.83559570 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0098s; samplesPerSecond = 130106.4
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 0.85908203 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0098s; samplesPerSecond = 130963.7
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 0.96982422 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0101s; samplesPerSecond = 126234.0
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 0.87260742 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 129983.5
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 0.86162109 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 131029.4
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 0.86162109 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129139.0
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 0.89062500 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130425.9
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 0.88178711 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129439.4
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 0.87099609 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 127656.6
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 0.89218750 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130757.7
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 0.92539063 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127827.4
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 0.89204102 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128244.9
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 0.93325195 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 131119.3
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 0.88876953 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130321.0
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 0.88657227 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130833.9
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 0.89013672 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130981.1
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 0.92343750 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130404.7
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 0.96069336 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 131183.8
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 0.92275391 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128090.9
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 0.84560547 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0099s; samplesPerSecond = 129440.7
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 0.91425781 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131147.5
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 0.92319336 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130352.9
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 0.90693359 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0101s; samplesPerSecond = 126471.0
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 0.86782227 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 131038.8
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 0.91030273 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129226.4
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 0.88652344 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0099s; samplesPerSecond = 129113.0
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 0.92753906 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130963.7
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 0.89677734 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128392.9
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 0.90595703 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129784.5
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 0.91079102 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130867.3
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 0.94614258 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129508.8
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 0.91088867 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 131177.1
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 0.88022461 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130291.8
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 0.87836914 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 127068.6
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 0.96132812 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130833.9
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 0.91088867 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0105s; samplesPerSecond = 122416.6
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 0.92963867 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130866.0
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 0.86376953 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130501.7
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 0.90327148 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0101s; samplesPerSecond = 126608.6
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 0.95302734 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130890.1
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 0.95004883 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129247.2
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 0.93320313 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 128210.3
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 0.91860352 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130821.8
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 0.87641602 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0101s; samplesPerSecond = 126951.4
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 0.92329102 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 128958.2
01/16/2018 22:36:41:  Epoch[20 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 0.87890625 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131029.4
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 0.93256836 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0101s; samplesPerSecond = 126436.0
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 0.91220703 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0101s; samplesPerSecond = 126302.5
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 0.88745117 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 129991.5
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 0.88413086 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128152.5
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 0.91025391 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130958.3
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 0.91083984 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127708.8
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 0.92734375 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0101s; samplesPerSecond = 127087.5
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 0.89956055 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131026.7
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 0.89516602 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129917.6
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 0.94926758 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130191.1
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 0.92646484 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130636.2
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 0.91201172 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130384.7
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 0.84042969 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0100s; samplesPerSecond = 128269.4
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 0.92363281 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130796.4
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 0.93662109 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127399.9
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 0.96152344 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 131126.0
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 0.92583008 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131062.9
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 0.90126953 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130938.3
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 0.90229492 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130719.0
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 0.86054688 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 127472.3
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 0.94150391 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129550.7
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 0.91367188 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130577.6
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 0.93090820 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0101s; samplesPerSecond = 126668.7
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 0.95126953 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129295.5
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 0.92421875 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131044.2
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 0.90590820 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130871.3
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 0.92441406 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0101s; samplesPerSecond = 126698.8
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 0.90664062 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130406.0
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 0.95712891 * 1280; EvalClassificationError = 0.34062500 * 1280; time = 0.0099s; samplesPerSecond = 128674.3
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 0.95551758 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130724.3
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 0.80273438 * 1280; EvalClassificationError = 0.24531250 * 1280; time = 0.0099s; samplesPerSecond = 129914.9
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 0.93510742 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128189.7
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 0.96220703 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131174.4
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 0.92495117 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 128868.6
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 0.90625000 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 127575.2
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 0.88120117 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130982.5
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 0.85336914 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0098s; samplesPerSecond = 130886.0
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 0.89042969 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0103s; samplesPerSecond = 124268.2
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 0.90087891 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130658.9
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 0.89599609 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127789.1
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 0.89282227 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 131067.0
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 0.88261719 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129132.5
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 0.96220703 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0102s; samplesPerSecond = 125389.4
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 0.92119141 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130883.4
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 0.88627930 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129904.4
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 0.89350586 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130378.1
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 0.89565430 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130610.9
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 0.89575195 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0103s; samplesPerSecond = 124095.9
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 0.88154297 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130557.6
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 0.91772461 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 0.94589844 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 127698.6
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 0.98935547 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0102s; samplesPerSecond = 125974.3
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 0.95346680 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130592.3
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 0.93701172 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 128666.5
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 0.92514648 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130788.4
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 0.94760742 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129465.6
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 0.91108398 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127991.0
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 0.94028320 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130813.8
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 0.88261719 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130058.8
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 0.92167969 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128372.3
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 0.87128906 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0097s; samplesPerSecond = 131309.0
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 0.90727539 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 130547.0
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 0.90991211 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 128487.0
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 0.88466797 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130828.5
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 0.84692383 * 1280; EvalClassificationError = 0.26015625 * 1280; time = 0.0101s; samplesPerSecond = 126297.5
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 0.92661133 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 131163.7
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 0.86977539 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130463.1
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 0.90830078 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127443.1
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 0.90063477 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131022.7
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 0.86953125 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130306.4
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 0.85991211 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0101s; samplesPerSecond = 127292.3
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 0.88291016 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 130936.9
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 0.96123047 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130775.0
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 0.87055664 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130949.0
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 0.92075195 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130692.3
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 0.98242188 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0099s; samplesPerSecond = 129200.3
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 0.92597656 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 131087.1
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 0.92924805 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0101s; samplesPerSecond = 126377.3
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 0.92490234 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130737.6
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 0.96611328 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131282.1
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 0.90532227 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0148s; samplesPerSecond = 86367.4
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 0.91508789 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0102s; samplesPerSecond = 125182.1
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 0.95009766 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129097.3
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 0.85825195 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0099s; samplesPerSecond = 129885.9
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 1.00385742 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 128485.7
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 0.87592773 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130719.0
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 0.87421875 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130496.4
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 0.92822266 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0102s; samplesPerSecond = 125787.4
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 0.95297852 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130641.6
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 0.89868164 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 127790.4
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 0.89287109 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0099s; samplesPerSecond = 128850.4
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 0.89648438 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130648.2
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 0.89423828 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0103s; samplesPerSecond = 124451.9
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 0.88823242 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 128946.5
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 0.91503906 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130705.6
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 0.89248047 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 127614.6
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 0.86743164 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 126185.5
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 0.97246094 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130792.4
01/16/2018 22:36:42:  Epoch[20 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 0.96655273 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 127991.0
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 0.90258789 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130777.7
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 0.94628906 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 0.91030273 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0103s; samplesPerSecond = 124775.8
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 0.86313477 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130020.5
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 0.92216797 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130744.3
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 0.90610352 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129882.0
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 0.93090820 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130437.9
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 0.92485352 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0102s; samplesPerSecond = 125892.6
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 0.87460938 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 127638.8
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 0.93652344 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130776.4
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 0.93281250 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129276.0
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 0.91962891 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130789.7
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 0.89702148 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130360.8
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 0.91542969 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0103s; samplesPerSecond = 124160.9
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 0.83432617 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 0.91176758 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0101s; samplesPerSecond = 127268.2
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 0.92973633 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129829.3
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 0.87612305 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130825.8
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 0.91943359 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0101s; samplesPerSecond = 126467.2
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 0.92211914 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129900.4
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 0.99350586 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130573.6
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 0.90708008 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 128990.6
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 0.93666992 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130342.3
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 0.85180664 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0099s; samplesPerSecond = 129751.6
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 0.91884766 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129883.3
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 0.86342773 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0098s; samplesPerSecond = 130400.7
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 0.93828125 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127970.6
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 0.95224609 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 126374.8
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 0.95839844 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130648.2
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 0.87094727 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0099s; samplesPerSecond = 128683.3
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 0.85605469 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0100s; samplesPerSecond = 127890.0
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 0.96665039 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 130521.7
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 0.92763672 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 127920.7
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 0.92124023 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 128847.8
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 0.92099609 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130598.9
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 0.95849609 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129217.2
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 0.92758789 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129925.5
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 0.90913086 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130581.6
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 0.91372070 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127831.3
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 0.90385742 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130696.3
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 0.88305664 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127939.9
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 0.87856445 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130152.7
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 0.85507813 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130879.3
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 0.90839844 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0106s; samplesPerSecond = 121170.8
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 0.85136719 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 129999.4
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 0.88969727 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130672.2
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 0.87045898 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127370.8
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 0.90546875 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127775.1
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 0.99423828 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130289.2
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 0.83535156 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0099s; samplesPerSecond = 129031.0
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 0.94111328 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130196.4
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 0.90126953 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127922.0
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 0.87182617 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0102s; samplesPerSecond = 126038.8
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 0.93315430 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130503.0
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 0.84404297 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0099s; samplesPerSecond = 129111.7
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 0.95151367 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130666.9
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 0.83339844 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0098s; samplesPerSecond = 130465.8
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 0.87299805 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0100s; samplesPerSecond = 127841.5
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 0.91904297 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128528.3
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 0.86079102 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130555.0
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 0.90458984 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130121.0
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 0.93999023 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130360.8
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 0.92138672 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130525.7
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 0.95693359 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0102s; samplesPerSecond = 125838.1
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 0.90014648 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130489.7
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 0.83334961 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0100s; samplesPerSecond = 127977.0
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 0.91118164 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130252.1
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 0.91372070 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130862.0
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 0.86987305 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0102s; samplesPerSecond = 125409.0
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 0.97265625 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129805.6
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 0.93798828 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130543.0
01/16/2018 22:36:43:  Epoch[20 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 0.93496094 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128215.4
01/16/2018 22:36:43: Finished Epoch[20 of 25]: [Training] CrossEntropyWithSoftmax = 0.90936491 * 1124823; EvalClassificationError = 0.29630973 * 1124823; totalSamplesSeen = 22496460; learningRatePerSample = 1.9073486e-06; epochTime=8.8016s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:36:44: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.23339314 * 122487; perplexity = 3.43285797; EvalClassificationError = 0.38834325 * 122487
01/16/2018 22:36:44: Finished Epoch[20 of 25]: [Validate] CrossEntropyWithSoftmax = 1.23339314 * 122487; EvalClassificationError = 0.38834325 * 122487
01/16/2018 22:36:44: Loading (rolling back to) previous model with best training-criterion value: /tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.19.
ValidateSubNetwork: InvStdOfFeatures InvStdDev operation changed, from [792 x 1] to [792].ValidateSubNetwork: MeanOfFeatures Mean operation changed, from [792 x 1] to [792].ValidateSubNetwork: Prior Mean operation changed, from [183 x 1] to [183].01/16/2018 22:36:44: learnRatePerSample reduced to 9.5367432e-07
01/16/2018 22:36:44: SGD: revoke back to and update checkpoint file for epoch 19

01/16/2018 22:36:44: Starting Epoch 20: learning rate per sample = 0.000001  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 19: frames [21371637..22496460] (first utterance at frame 21371637), data subset 0 of 1, with 1 datapasses

01/16/2018 22:36:44: Starting minibatch loop.
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 0.91150236 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0103s; samplesPerSecond = 124563.3
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 0.87766237 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 128912.7
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 0.91706486 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130741.7
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 0.88486996 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 129978.3
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 0.95974274 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 127725.4
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 0.90518494 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130122.3
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 0.91682587 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 126711.3
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 0.91441650 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130068.1
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 0.92644348 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130833.9
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 0.95431213 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 127488.8
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 0.87399292 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130642.9
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 0.87278137 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 126843.2
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 0.92327881 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130136.8
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 0.88582840 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130618.9
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 0.90036087 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0151s; samplesPerSecond = 84492.9
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 0.94648590 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 128396.7
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 0.93530121 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130050.9
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 0.94098053 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 131166.4
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 0.86739044 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 128746.7
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 0.90397034 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0103s; samplesPerSecond = 124803.8
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 0.91659698 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129594.0
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 0.87954102 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0101s; samplesPerSecond = 126858.3
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 0.92512054 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128577.3
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 0.94109039 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 131085.8
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 0.87700958 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 128160.2
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 0.89196472 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130955.7
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 0.96867523 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130805.8
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 0.90074463 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128310.5
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 0.93069000 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131017.3
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 0.91089172 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0105s; samplesPerSecond = 121404.1
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 0.96690063 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130666.9
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 0.93486328 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130811.1
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 0.88591309 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130541.6
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 0.94769287 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0104s; samplesPerSecond = 123488.9
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 0.89488525 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130942.3
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 0.89319763 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 131012.0
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 0.95959778 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131186.5
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 0.93413696 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129557.3
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 0.91967163 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 127719.0
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 0.87338867 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 131036.1
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 0.87189026 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0101s; samplesPerSecond = 127274.5
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 0.90846863 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130669.6
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 0.98338928 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 131127.4
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 0.87885437 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0100s; samplesPerSecond = 128291.2
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 0.91327820 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0102s; samplesPerSecond = 125731.8
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 0.92022095 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130796.4
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 0.95809631 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 127316.3
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 0.82637024 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0098s; samplesPerSecond = 131170.4
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 0.92468262 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127947.5
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 0.93757935 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 128625.1
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 0.89412537 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 131181.1
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 0.94284363 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 128979.0
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 0.90840149 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128089.7
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 0.93545227 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130875.3
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 0.86551819 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0097s; samplesPerSecond = 131284.7
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 0.93254700 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130461.8
01/16/2018 22:36:44:  Epoch[20 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 0.91200562 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130906.1
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 0.91176758 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129332.1
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 0.90002441 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130904.8
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 0.92805176 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0101s; samplesPerSecond = 126273.8
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 0.91286621 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 126122.0
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 0.86813965 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130649.6
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 0.90390015 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130119.6
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 0.88645020 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0100s; samplesPerSecond = 128084.5
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 0.92174683 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130318.4
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 0.88377075 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128030.7
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 0.94409180 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128023.0
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 0.84706421 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131084.4
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 0.88014526 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128005.1
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 0.91933594 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0101s; samplesPerSecond = 126626.1
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 0.88416748 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130485.8
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 0.88941040 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 128010.2
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 0.93087769 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130840.5
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 0.97871094 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0100s; samplesPerSecond = 128183.3
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 0.89736938 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 126947.6
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 0.92437134 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131061.6
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 0.86823120 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130035.0
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 0.89696655 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130128.9
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 0.88751831 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130951.7
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 0.94158325 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0103s; samplesPerSecond = 124151.3
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 0.92800903 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130211.0
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 0.95235596 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130884.7
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 0.90816650 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 128846.5
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 0.91588745 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 129994.1
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 0.90745239 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130154.0
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 0.91967773 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130072.0
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 0.91681519 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130539.0
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 0.89971313 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 127589.2
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 0.91736450 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127953.9
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 0.90496216 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0097s; samplesPerSecond = 131373.7
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 0.92199097 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130500.4
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 0.87686157 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130540.3
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 0.92041016 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130985.2
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 0.90538330 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0101s; samplesPerSecond = 126971.5
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 0.91742554 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128209.0
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 0.92647095 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130017.9
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 0.92816162 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0101s; samplesPerSecond = 126429.7
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 0.91765137 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130989.2
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 0.82421875 * 1280; EvalClassificationError = 0.26640625 * 1280; time = 0.0098s; samplesPerSecond = 130151.4
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 0.90089722 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 127993.6
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 0.94747925 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130400.7
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 0.98923950 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 128333.7
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 0.88528442 * 1280; EvalClassificationError = 0.26171875 * 1280; time = 0.0100s; samplesPerSecond = 128371.0
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 0.85254517 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 131169.0
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 0.91315918 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127945.0
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 0.93030396 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129565.1
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 0.96553345 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130978.4
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 0.86612549 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0099s; samplesPerSecond = 129813.5
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 0.94821167 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130957.0
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 0.93873291 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 128224.4
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 0.95532227 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130007.3
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 0.89342041 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130697.6
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 0.85549316 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130919.5
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 0.87382812 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126283.8
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 0.92821045 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130839.2
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 0.85977783 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130240.1
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 0.88049316 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130673.6
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 0.92004395 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130527.0
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 0.91435547 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 127441.8
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 0.98900146 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130544.3
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 0.95555420 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0101s; samplesPerSecond = 127226.5
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 0.92803955 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128603.1
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 0.88786621 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130971.7
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 0.85180664 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130833.9
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 0.91405029 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128431.5
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 0.98916016 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130867.3
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 0.86544189 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130045.6
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 0.95861816 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0099s; samplesPerSecond = 129533.7
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 0.93413086 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130852.6
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 0.91943359 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0101s; samplesPerSecond = 126836.9
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 0.89110107 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130931.6
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 0.97825928 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129597.9
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 0.90998535 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0106s; samplesPerSecond = 120892.7
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 0.87843018 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130975.8
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 0.92962646 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0102s; samplesPerSecond = 125420.1
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 0.91765137 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130916.8
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 0.85314941 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 131136.8
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 0.91057129 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130261.3
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 0.88007813 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 128688.5
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 0.82136230 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0098s; samplesPerSecond = 130872.7
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 0.89134521 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127742.0
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 0.93120117 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129436.7
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 0.97423096 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130942.3
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 0.99298096 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129554.7
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 1.01265869 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 131092.5
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 0.87431641 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0101s; samplesPerSecond = 126195.4
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 0.93372803 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 128338.8
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 0.87672119 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130900.8
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 0.92243652 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130965.0
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 0.93953857 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127813.4
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 0.93935547 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 131003.9
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 0.89223633 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130612.2
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 0.92946777 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 128985.4
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 0.88133545 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130427.3
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 0.91213379 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 128663.9
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 0.92401123 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 131159.6
01/16/2018 22:36:45:  Epoch[20 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 0.93367920 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129435.4
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 0.89428711 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130035.0
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 0.89886475 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 0.88728027 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127896.4
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 0.84133301 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0099s; samplesPerSecond = 129911.0
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 0.85439453 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130366.1
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 0.96943359 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0099s; samplesPerSecond = 129622.9
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 0.86094971 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0101s; samplesPerSecond = 127073.6
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 0.96064453 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 131097.8
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 0.86690674 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 128785.6
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 0.89642334 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 0.89869385 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130594.9
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 0.92886963 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130158.0
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 0.87822266 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130951.7
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 0.87590332 * 1280; EvalClassificationError = 0.26250000 * 1280; time = 0.0101s; samplesPerSecond = 126421.0
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 0.87598877 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 128801.1
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 0.89565430 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130946.3
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 0.93283691 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130237.5
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 0.94066162 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128241.1
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 0.92197266 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130942.3
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 0.96711426 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129498.3
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 0.86311035 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130431.2
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 0.89331055 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129822.7
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 0.93781738 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 126160.6
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 0.89774170 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 131096.5
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 0.86359863 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0099s; samplesPerSecond = 129014.1
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 0.95262451 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 127656.6
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 0.91107178 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130508.4
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 0.92836914 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0102s; samplesPerSecond = 125969.4
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 0.89544678 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127744.5
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 0.90466309 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130974.4
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 0.93721924 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130751.0
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 0.92445068 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131014.6
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 0.92188721 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127454.5
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 0.87125244 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127928.4
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 0.92247314 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131037.4
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 0.98322754 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 129986.2
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 0.90876465 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128034.6
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 0.93450928 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130801.8
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 0.92368164 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 126864.6
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 0.94697266 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 128371.0
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 0.93544922 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 131076.4
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 0.90524902 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 128717.0
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 0.93629150 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0097s; samplesPerSecond = 131284.7
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 0.86263428 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 126209.1
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 0.90760498 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129557.3
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 0.95029297 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130922.2
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 0.93055420 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128227.0
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 0.94691162 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0102s; samplesPerSecond = 125906.2
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 0.81546631 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 131088.4
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 0.90285645 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0099s; samplesPerSecond = 129042.7
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 0.90543213 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129286.4
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 0.97285156 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130765.7
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 0.88804932 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0101s; samplesPerSecond = 126672.5
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 0.87607422 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130915.5
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 0.88822021 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130835.2
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 0.91468506 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129213.3
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 0.88459473 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131204.0
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 0.95079346 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127897.7
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 0.91627197 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 131173.1
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 0.92547607 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 131044.2
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 0.92133789 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130077.3
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 0.91363525 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130236.2
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 0.85959473 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130943.6
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 0.88339844 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0101s; samplesPerSecond = 126740.2
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 0.85368652 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 128739.0
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 0.95806885 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130781.7
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 0.84558105 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0099s; samplesPerSecond = 128713.1
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 0.90311279 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130961.0
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 0.92126465 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 128963.4
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 0.91384277 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130319.7
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 0.92080078 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131049.5
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 0.97355957 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 129599.3
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 0.93339844 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 131020.0
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 0.90480957 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0097s; samplesPerSecond = 131304.9
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 0.90876465 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128069.2
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 0.89587402 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0105s; samplesPerSecond = 121350.0
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 0.90029297 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130710.9
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 0.92910156 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0103s; samplesPerSecond = 124610.6
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 0.86569824 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130824.5
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 0.90153809 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127752.2
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 0.93791504 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130493.7
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 0.91286621 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130370.1
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 0.91608887 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127989.8
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 0.95568848 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129531.1
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 0.90205078 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130298.5
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 0.96669922 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130411.3
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 0.94838867 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129706.9
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 0.93955078 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 0.93120117 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128585.1
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 0.93491211 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 131279.4
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 0.87175293 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126280.1
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 0.94848633 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130460.5
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 0.86057129 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 131029.4
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 0.88571777 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0100s; samplesPerSecond = 128192.3
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 0.90195313 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129162.5
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 0.94020996 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130962.4
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 0.90922852 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129831.9
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 0.91777344 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130795.1
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 0.90095215 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130923.5
01/16/2018 22:36:46:  Epoch[20 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 0.94853516 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130780.4
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 0.84873047 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 131131.4
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 0.91606445 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128552.8
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 0.89060059 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128087.1
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 0.90056152 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131036.1
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 0.90253906 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130380.8
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 0.86540527 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130868.6
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 0.97119141 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130421.9
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 0.91040039 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127488.8
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 0.89875488 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128038.4
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 0.82058105 * 1280; EvalClassificationError = 0.25781250 * 1280; time = 0.0098s; samplesPerSecond = 131029.4
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 0.85388184 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 129938.7
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 0.86584473 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130614.9
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 0.83984375 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0101s; samplesPerSecond = 127332.8
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 0.89199219 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 127014.4
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 0.89116211 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131085.8
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 0.97624512 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0101s; samplesPerSecond = 126654.9
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 0.95361328 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0100s; samplesPerSecond = 127865.7
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 0.91359863 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131127.4
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 0.88715820 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 131013.3
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 0.94958496 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130386.1
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 0.93779297 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131259.2
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 0.90812988 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129086.9
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 0.90212402 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130981.1
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 0.93835449 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0101s; samplesPerSecond = 126295.0
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 0.90275879 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129097.3
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 0.88906250 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131044.2
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 0.92136230 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 128555.4
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 0.88842773 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0158s; samplesPerSecond = 81076.8
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 0.89282227 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130919.5
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 0.90185547 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 131085.8
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 0.86140137 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130622.9
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 0.98161621 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 128653.6
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 0.93752441 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 0.86525879 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 127666.8
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 0.87597656 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0099s; samplesPerSecond = 128964.7
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 0.92255859 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130673.6
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 0.90629883 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127823.6
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 0.94038086 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130926.2
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 0.91726074 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128044.8
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 0.86091309 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128552.8
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 0.96652832 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130763.0
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 0.89086914 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131212.1
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 0.98217773 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 127557.4
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 0.88903809 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131003.9
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 0.92136230 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131049.5
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 0.85405273 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0099s; samplesPerSecond = 129683.3
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 0.93881836 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130916.8
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 0.88312988 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128278.4
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 0.84196777 * 1280; EvalClassificationError = 0.26640625 * 1280; time = 0.0098s; samplesPerSecond = 131010.6
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 0.92292480 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130855.3
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 0.90039062 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 128574.7
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 0.92290039 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130497.7
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 0.92202148 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 126537.2
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 0.91520996 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129561.2
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 0.89833984 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131179.8
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 0.92106934 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130313.1
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 0.91218262 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 127193.6
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 0.90571289 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130593.6
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 0.86152344 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 128906.2
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 0.92336426 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130867.3
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 0.85825195 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130765.7
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 0.93681641 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130229.5
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 0.98400879 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130982.5
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 0.89997559 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128362.0
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 0.86147461 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0101s; samplesPerSecond = 127033.3
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 0.90432129 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 131120.7
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 0.93369141 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129817.4
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 0.90598145 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 128448.3
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 0.94238281 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130904.8
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 0.90996094 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130302.4
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 0.88686523 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131126.0
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 0.87785645 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130662.9
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 0.94067383 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0101s; samplesPerSecond = 126253.9
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 0.87263184 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130776.4
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 0.89978027 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 131052.2
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 0.93364258 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130475.1
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 0.88955078 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130650.9
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 0.89167480 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0103s; samplesPerSecond = 123756.4
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 0.95732422 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0098s; samplesPerSecond = 131026.7
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 0.90380859 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130780.4
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 0.89172363 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129008.8
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 0.90798340 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131139.5
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 0.81560059 * 1280; EvalClassificationError = 0.26640625 * 1280; time = 0.0101s; samplesPerSecond = 127052.2
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 0.92309570 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130273.3
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 0.88813477 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130114.4
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 0.90114746 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 128854.3
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 0.90156250 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127813.4
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 0.88706055 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130991.9
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 0.89567871 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 128711.8
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 0.90336914 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127884.9
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 0.89008789 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 131114.0
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 0.92023926 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 129212.0
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 0.85383301 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131119.3
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 0.90915527 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128158.9
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 0.85417480 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0099s; samplesPerSecond = 129854.3
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 0.92785645 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130747.0
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 0.93991699 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127831.3
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 0.90568848 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 128923.1
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 0.90419922 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130801.8
01/16/2018 22:36:47:  Epoch[20 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 0.91906738 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129561.2
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 0.91450195 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 128942.6
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 0.97194824 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130638.9
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 0.88220215 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0101s; samplesPerSecond = 126577.3
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 0.89877930 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130907.5
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 0.94167480 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129218.5
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 0.89570313 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0102s; samplesPerSecond = 125984.3
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 0.91347656 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 131255.1
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 0.96052246 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 128465.0
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 0.91130371 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128286.1
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 0.94501953 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130903.4
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 0.92353516 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130201.7
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 0.96284180 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130128.9
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 0.93669434 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131064.3
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 0.89926758 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128387.7
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 0.90019531 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131173.1
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 0.91042480 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0102s; samplesPerSecond = 126056.2
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 0.95695801 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 129996.8
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 0.88518066 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 131091.1
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 0.90456543 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130269.3
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 0.89382324 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130213.6
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 0.92697754 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130887.4
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 0.92443848 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130753.7
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 0.87761230 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0102s; samplesPerSecond = 126028.9
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 0.91079102 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130835.2
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 0.89765625 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130027.1
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 0.93071289 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 131171.7
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 0.91049805 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130892.7
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 0.91477051 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0102s; samplesPerSecond = 125393.1
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 0.88603516 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129934.7
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 0.95302734 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0113s; samplesPerSecond = 113742.4
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 0.94309082 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130803.1
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 0.94575195 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130853.9
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 0.93232422 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129804.3
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 0.91281738 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130511.0
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 0.89960938 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131020.0
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 0.95339355 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127595.5
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 0.93525391 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128221.8
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 0.89968262 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129806.9
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 0.92629395 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 127063.5
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 0.89355469 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130152.7
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 0.96044922 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130796.4
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 0.88308105 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 129992.8
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 0.98583984 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 131053.5
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 0.90761719 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 128660.0
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 0.84663086 * 1280; EvalClassificationError = 0.26250000 * 1280; time = 0.0100s; samplesPerSecond = 128617.4
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 0.92268066 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 131197.3
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 0.86474609 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130414.0
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 0.94992676 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128555.4
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 0.94328613 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130902.1
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 0.89340820 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 127886.2
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 0.90529785 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 131022.7
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 0.89025879 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131162.3
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 0.92849121 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0101s; samplesPerSecond = 126735.2
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 0.88696289 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0097s; samplesPerSecond = 131360.2
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 0.91750488 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127902.8
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 0.89328613 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129936.0
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 0.91069336 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130311.7
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 0.89455566 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 128423.8
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 0.86894531 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 128990.6
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 0.90236816 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130962.4
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 0.88425293 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129737.2
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 0.87949219 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129049.2
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 0.91342773 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131193.2
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 0.92973633 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 128833.6
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 0.96508789 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130781.7
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 0.95839844 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127764.9
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 0.93745117 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130425.9
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 0.89829102 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 131234.9
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 0.90014648 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128192.3
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 0.90617676 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130479.1
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 0.90815430 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130617.6
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 0.88017578 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0100s; samplesPerSecond = 128401.9
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 0.90332031 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127391.1
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 0.88398438 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130864.6
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 0.86093750 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0099s; samplesPerSecond = 129199.0
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 0.92954102 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130765.7
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 0.93540039 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129295.5
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 0.89436035 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 126569.8
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 0.85212402 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130926.2
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 0.87553711 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0099s; samplesPerSecond = 128720.8
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 0.86135254 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0100s; samplesPerSecond = 127633.7
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 0.92692871 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130919.5
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 0.95861816 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0101s; samplesPerSecond = 126680.0
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 0.88552246 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128622.5
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 0.88989258 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130729.6
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 0.88642578 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129204.2
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 0.92949219 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130979.8
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 0.90380859 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129262.9
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 0.88347168 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 127116.5
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 0.93540039 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131264.5
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 0.96528320 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 128350.4
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 0.95742187 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129883.3
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 0.87358398 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130527.0
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 0.89902344 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 126486.0
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 0.89965820 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0104s; samplesPerSecond = 123343.8
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 0.85122070 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130955.7
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 0.94536133 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130508.4
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 0.89375000 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0103s; samplesPerSecond = 124835.4
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 0.91889648 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130959.7
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 0.89257812 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0099s; samplesPerSecond = 129253.8
01/16/2018 22:36:48:  Epoch[20 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 0.88139648 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130940.9
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 0.92949219 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130837.9
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 0.88745117 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 126536.0
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 0.87680664 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130803.1
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 0.98930664 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0101s; samplesPerSecond = 127192.3
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 0.92465820 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129404.0
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 0.88706055 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 131138.1
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 0.91020508 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128227.0
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 0.87905273 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129721.4
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 0.97690430 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130648.2
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 0.89687500 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0100s; samplesPerSecond = 128073.0
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 0.92441406 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129697.7
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 0.81503906 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0100s; samplesPerSecond = 128332.4
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 0.87729492 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0102s; samplesPerSecond = 125767.6
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 0.90644531 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130825.8
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 0.91992188 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127473.5
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 0.85463867 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130900.8
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 0.90190430 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130887.4
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 0.87084961 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0102s; samplesPerSecond = 125037.9
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 0.94316406 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 128673.0
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 0.88198242 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130118.3
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 0.86762695 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 127349.2
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 0.90908203 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 127830.0
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 0.86591797 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130855.3
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 0.91860352 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131068.3
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 0.90498047 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130638.9
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 0.87670898 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130998.6
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 0.90751953 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0103s; samplesPerSecond = 124031.0
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 0.90190430 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130935.6
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 0.93486328 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 131075.0
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 0.89267578 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 0.95673828 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0097s; samplesPerSecond = 131287.4
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 0.89116211 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0102s; samplesPerSecond = 125840.6
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 0.92670898 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131166.4
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 0.96103516 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 131042.8
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 0.92592773 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130371.5
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 0.93964844 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131144.9
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 0.93544922 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0101s; samplesPerSecond = 127165.8
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 0.84067383 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0108s; samplesPerSecond = 118944.7
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 0.84580078 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130610.9
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 0.90385742 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127826.2
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 0.94375000 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130283.9
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 0.89775391 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 131002.6
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 0.86250000 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0103s; samplesPerSecond = 124590.0
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 0.90683594 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130954.3
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 0.83979492 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130420.6
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 0.87309570 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130833.9
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 0.89038086 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131213.4
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 0.95327148 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0103s; samplesPerSecond = 124614.2
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 0.88374023 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0107s; samplesPerSecond = 119799.7
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 0.89736328 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130950.3
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 0.92617187 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129269.4
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 0.91557617 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0103s; samplesPerSecond = 124749.0
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 0.94780273 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 0.88349609 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130189.8
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 0.90917969 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127412.6
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 0.95483398 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130795.1
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 0.92177734 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0101s; samplesPerSecond = 126507.2
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 0.91928711 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129758.2
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 0.88159180 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130943.6
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 0.90219727 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 128866.0
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 0.93286133 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 131058.9
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 0.88388672 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 127846.6
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 0.92275391 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130617.6
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 0.90712891 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130947.6
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 0.84511719 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0102s; samplesPerSecond = 125244.6
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 0.90473633 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130383.4
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 0.89335937 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130995.9
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 0.96235352 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0101s; samplesPerSecond = 126484.7
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 0.91884766 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 128938.7
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 0.92094727 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 131001.2
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 0.91474609 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130751.0
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 0.92841797 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 126144.4
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 0.86791992 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 130767.0
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 0.88330078 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128573.4
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 0.92734375 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130870.0
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 0.89926758 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129459.0
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 0.87729492 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0101s; samplesPerSecond = 126456.0
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 0.91088867 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130995.9
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 0.87622070 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130851.2
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 0.89287109 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0101s; samplesPerSecond = 127061.0
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 0.96157227 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130938.3
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 0.88940430 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 127562.5
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 0.88881836 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130928.9
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 0.87519531 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130801.8
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 0.92612305 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0101s; samplesPerSecond = 126319.9
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 0.88461914 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0098s; samplesPerSecond = 130942.3
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 0.91972656 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129132.5
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 0.87817383 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 127498.9
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 0.94907227 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 131087.1
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 0.94887695 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 128188.4
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 0.91948242 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 128845.2
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 0.89624023 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130039.0
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 0.93046875 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0101s; samplesPerSecond = 126712.6
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 0.86791992 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 129413.2
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 0.86992187 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 131036.1
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 0.93212891 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129330.8
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 0.89296875 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0098s; samplesPerSecond = 130109.1
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 0.90927734 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0101s; samplesPerSecond = 126439.7
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 0.92353516 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130040.3
01/16/2018 22:36:49:  Epoch[20 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 0.91215820 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131091.1
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 0.91513672 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129021.9
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 0.89516602 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0104s; samplesPerSecond = 123323.6
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 0.85522461 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130589.6
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 0.88227539 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0105s; samplesPerSecond = 121739.0
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 0.88554687 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 128665.2
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 0.93032227 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0097s; samplesPerSecond = 131309.0
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 0.92553711 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0101s; samplesPerSecond = 126317.5
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 0.90756836 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 130036.4
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 0.93920898 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130999.9
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 0.89843750 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130025.8
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 0.93803711 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130998.6
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 0.91777344 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128088.4
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 0.90405273 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 128660.0
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 0.94916992 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130851.2
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 0.90668945 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 126804.2
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 0.91713867 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128017.9
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 0.94179687 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 131198.6
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 0.94819336 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 128740.3
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 0.87524414 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130460.5
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 0.91176758 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131229.6
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 0.91411133 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 128867.3
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 0.92846680 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0133s; samplesPerSecond = 96252.2
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 0.93715820 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130523.0
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 0.89960938 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0137s; samplesPerSecond = 93616.5
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 0.94252930 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 127144.3
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 0.89604492 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 127304.9
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 0.93139648 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131061.6
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 0.93559570 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0130s; samplesPerSecond = 98671.0
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 0.94516602 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 126977.8
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 0.89887695 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130279.9
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 0.88725586 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0101s; samplesPerSecond = 126558.5
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 0.89189453 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 128156.4
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 0.92880859 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 131146.2
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 0.90400391 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130334.3
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 0.86420898 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 131032.1
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 0.97211914 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 128431.5
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 0.87934570 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0102s; samplesPerSecond = 124891.5
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 0.88896484 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131161.0
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 0.95317383 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0101s; samplesPerSecond = 127283.4
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 0.91596680 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0125s; samplesPerSecond = 102150.8
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 0.93310547 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 129197.7
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 0.90507812 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0104s; samplesPerSecond = 123350.9
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 0.88437500 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0102s; samplesPerSecond = 126028.9
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 0.88510742 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131178.5
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 0.91196289 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130197.7
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 0.92387695 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 127066.1
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 0.92221680 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130961.0
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 0.93354492 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129578.3
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 0.87509766 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 129625.5
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 0.90263672 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130398.0
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 0.89702148 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0103s; samplesPerSecond = 124772.1
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 0.94624023 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128056.3
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 0.91240234 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 131020.0
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 0.89814453 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130240.1
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 0.90029297 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 131194.6
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 0.89291992 * 1280; EvalClassificationError = 0.26796875 * 1280; time = 0.0100s; samplesPerSecond = 127391.1
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 0.91928711 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 131140.8
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 0.84682617 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0098s; samplesPerSecond = 130733.6
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 0.85522461 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130380.8
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 0.87065430 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130258.7
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 0.92480469 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131020.0
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 0.88823242 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126705.1
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 0.91416016 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126285.0
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 0.91635742 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130068.1
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 0.88588867 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 129951.9
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 0.95200195 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 131185.2
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 0.91953125 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0103s; samplesPerSecond = 124328.6
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 0.89316406 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 131026.7
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 0.89257812 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130840.5
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 0.90693359 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 128669.1
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 0.89248047 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0102s; samplesPerSecond = 125438.5
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 0.93417969 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130926.2
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 0.91591797 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130076.0
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 0.93930664 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 129995.4
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 0.93388672 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 131139.5
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 0.94033203 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0103s; samplesPerSecond = 124148.9
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 0.91513672 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130947.6
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 0.95698242 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 131075.0
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 0.90668945 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129535.0
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 0.86293945 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131056.2
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 0.94902344 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0102s; samplesPerSecond = 125700.9
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 0.87387695 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130532.3
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 0.91518555 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 131099.2
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 0.94672852 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129298.2
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 0.90854492 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129126.0
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 0.88652344 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130680.3
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 0.90083008 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128610.9
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 0.92617187 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130820.5
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 0.94169922 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130295.8
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 0.86118164 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 127847.9
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 0.91201172 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130991.9
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 0.85097656 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 128188.4
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 0.90268555 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130720.3
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 0.96474609 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 131174.4
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 0.91123047 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129626.8
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 0.94121094 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0104s; samplesPerSecond = 123404.4
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 0.89438477 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130756.3
01/16/2018 22:36:50:  Epoch[20 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 0.86538086 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130046.9
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 0.88881836 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 129987.5
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 0.88627930 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130645.6
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 0.91562500 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 126442.2
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 0.92133789 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131048.2
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 0.90561523 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129459.0
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 0.83549805 * 1280; EvalClassificationError = 0.26796875 * 1280; time = 0.0099s; samplesPerSecond = 129360.9
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 0.85888672 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0098s; samplesPerSecond = 130287.9
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 0.96987305 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0100s; samplesPerSecond = 127725.4
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 0.87265625 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130456.5
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 0.86162109 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 131091.1
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 0.86166992 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129866.2
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 0.89052734 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129041.4
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 0.88183594 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130839.2
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 0.87099609 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 128146.1
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 0.89208984 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130386.1
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 0.92539063 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 126411.0
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 0.89199219 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129883.3
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 0.93320313 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130624.2
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 0.88867188 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 128400.6
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 0.88652344 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130289.2
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 0.88999023 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 131056.2
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 0.92333984 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127930.9
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 0.96064453 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0101s; samplesPerSecond = 126975.3
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 0.92265625 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 131046.8
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 0.84560547 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0098s; samplesPerSecond = 130338.3
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 0.91425781 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131028.1
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 0.92309570 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127914.3
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 0.90693359 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0101s; samplesPerSecond = 127242.9
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 0.86791992 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130660.2
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 0.91015625 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129292.9
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 0.88642578 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0099s; samplesPerSecond = 129315.1
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 0.92749023 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 131076.4
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 0.89672852 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127421.5
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 0.90605469 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130698.9
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 0.91079102 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 131185.2
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 0.94604492 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129714.8
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 0.91088867 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130963.7
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 0.88012695 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0101s; samplesPerSecond = 127245.4
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 0.87827148 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 126751.5
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 0.96127930 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 131080.4
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 0.91083984 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 127186.0
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 0.92954102 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130366.1
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 0.86376953 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 131085.8
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 0.90317383 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129435.4
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 0.95297852 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0101s; samplesPerSecond = 126286.3
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 0.95009766 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130928.9
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 0.93320313 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 128930.9
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 0.91855469 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127624.8
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 0.87646484 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 0.92319336 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0106s; samplesPerSecond = 121161.6
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 0.87885742 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130785.7
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 0.93242187 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0101s; samplesPerSecond = 126966.5
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 0.91230469 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0101s; samplesPerSecond = 126552.2
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 0.88735352 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 131045.5
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 0.88408203 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127736.9
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 0.91030273 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0107s; samplesPerSecond = 119779.5
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 0.91074219 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131073.7
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 0.92724609 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127913.0
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 0.89956055 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129854.3
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 0.89511719 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 131030.7
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 0.94916992 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 128079.4
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 0.92636719 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128025.6
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 0.91191406 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130745.7
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 0.84028320 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0101s; samplesPerSecond = 126464.7
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 0.92353516 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131123.4
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 0.93662109 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0102s; samplesPerSecond = 125524.7
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 0.96152344 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130177.9
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 0.92573242 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 0.90117187 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0101s; samplesPerSecond = 127196.1
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 0.90214844 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 128225.7
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 0.86059570 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 131103.2
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 0.94155273 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129720.1
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 0.91352539 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0101s; samplesPerSecond = 126761.5
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 0.93071289 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130640.2
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 0.95112305 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130150.1
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 0.92426758 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130907.5
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 0.90595703 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130788.4
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 0.92436523 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0101s; samplesPerSecond = 126356.1
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 0.90664062 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 131116.6
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 0.95708008 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 130993.2
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 0.95541992 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 129955.8
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 0.80268555 * 1280; EvalClassificationError = 0.24609375 * 1280; time = 0.0098s; samplesPerSecond = 131162.3
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 0.93505859 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128106.3
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 0.96215820 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130356.9
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 0.92485352 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130888.7
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 0.90629883 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128139.7
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 0.88120117 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129422.4
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 0.85327148 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0098s; samplesPerSecond = 131251.1
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 0.89028320 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128590.2
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 0.90083008 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 131194.6
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 0.89599609 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127643.9
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 0.89282227 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130443.2
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 0.88242188 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 131038.8
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 0.96206055 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 128218.0
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 0.92119141 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 131007.9
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 0.88618164 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 131134.1
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 0.89350586 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127971.8
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 0.89560547 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0101s; samplesPerSecond = 126809.3
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 0.89570313 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131093.8
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 0.88154297 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129329.5
01/16/2018 22:36:51:  Epoch[20 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 0.91772461 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 131040.1
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 0.94584961 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130957.0
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 0.98930664 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 128578.6
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 0.95351562 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130994.5
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 0.93706055 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130299.8
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 0.92504883 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0145s; samplesPerSecond = 88577.6
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 0.94760742 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129599.3
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 0.91093750 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 131030.7
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 0.94018555 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 128574.7
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 0.88261719 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130616.2
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 0.92148438 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130390.0
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 0.87128906 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130572.3
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 0.90722656 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 130903.4
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 0.90991211 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 128648.4
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 0.88471680 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 127165.8
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 0.84687500 * 1280; EvalClassificationError = 0.26015625 * 1280; time = 0.0098s; samplesPerSecond = 131173.1
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 0.92641602 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131005.3
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 0.86972656 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0101s; samplesPerSecond = 127130.4
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 0.90820312 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131081.7
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 0.90058594 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128581.2
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 0.86953125 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131058.9
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 0.85986328 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 129370.0
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 0.88271484 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0099s; samplesPerSecond = 128964.7
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 0.96123047 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130224.2
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 0.87050781 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 128889.3
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 0.92070312 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0101s; samplesPerSecond = 126667.5
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 0.98232422 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130772.4
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 0.92587891 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0101s; samplesPerSecond = 126186.7
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 0.92919922 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129107.7
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 0.92490234 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130918.2
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 0.96611328 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130492.4
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 0.90517578 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130618.9
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 0.91508789 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128066.6
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 0.94990234 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 128726.0
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 0.85815430 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0098s; samplesPerSecond = 130887.4
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 1.00390625 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130590.9
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 0.87573242 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 129984.9
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 0.87416992 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 131159.6
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 0.92822266 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 127150.6
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 0.95297852 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 127440.5
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 0.89853516 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131143.5
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 0.89272461 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130573.6
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 0.89648438 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 131099.2
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 0.89414063 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 128427.7
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 0.88813477 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129473.4
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 0.91489258 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130696.3
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 0.89248047 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129887.3
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 0.86723633 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128202.6
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 0.97250977 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 131033.4
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 0.96655273 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130295.8
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 0.90253906 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0111s; samplesPerSecond = 115335.1
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 0.94619141 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130307.8
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 0.91020508 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0101s; samplesPerSecond = 126784.1
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 0.86308594 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130207.0
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 0.92221680 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131025.4
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 0.90595703 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128302.8
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 0.93085938 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 0.92465820 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0102s; samplesPerSecond = 125719.4
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 0.87460938 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128399.3
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 0.93632812 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130743.0
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 0.93286133 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0128s; samplesPerSecond = 100195.7
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 0.91972656 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130238.8
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 0.89692383 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131105.9
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 0.91528320 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129728.0
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 0.83427734 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0103s; samplesPerSecond = 124708.9
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 0.91166992 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130463.1
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 0.92963867 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127824.9
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 0.87602539 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0101s; samplesPerSecond = 127151.9
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 0.91933594 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130896.7
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 0.92207031 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130301.1
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 0.99345703 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0099s; samplesPerSecond = 129229.0
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 0.90703125 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131272.6
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 0.93657227 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 127079.9
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 0.85170898 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 131166.4
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 0.91879883 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 131155.6
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 0.86328125 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0099s; samplesPerSecond = 129381.8
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 0.93823242 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130784.4
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 0.95224609 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0104s; samplesPerSecond = 123368.7
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 0.95834961 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 0.87094727 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130884.7
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 0.85590820 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0099s; samplesPerSecond = 128973.8
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 0.96660156 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0103s; samplesPerSecond = 124522.1
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 0.92768555 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130906.1
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 0.92109375 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129007.5
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 0.92094727 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129071.3
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 0.95849609 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130270.6
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 0.92753906 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128191.0
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 0.90908203 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130764.4
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 0.91367188 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0102s; samplesPerSecond = 125679.9
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 0.90375977 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 128959.5
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 0.88295898 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131092.5
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 0.87851563 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129733.2
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 0.85498047 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0103s; samplesPerSecond = 124615.4
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 0.90839844 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130301.1
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 0.85131836 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130286.5
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 0.88955078 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130250.7
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 0.87045898 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0097s; samplesPerSecond = 132417.4
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 0.90537109 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0102s; samplesPerSecond = 125475.4
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 0.99418945 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 128908.8
01/16/2018 22:36:52:  Epoch[20 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 0.83535156 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0098s; samplesPerSecond = 130728.3
01/16/2018 22:36:53:  Epoch[20 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 0.94106445 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129586.1
01/16/2018 22:36:53:  Epoch[20 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 0.90122070 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131036.1
01/16/2018 22:36:53:  Epoch[20 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 0.87163086 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0103s; samplesPerSecond = 124256.2
01/16/2018 22:36:53:  Epoch[20 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 0.93300781 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130305.1
01/16/2018 22:36:53:  Epoch[20 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 0.84409180 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0098s; samplesPerSecond = 131089.8
01/16/2018 22:36:53:  Epoch[20 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 0.95141602 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 129122.1
01/16/2018 22:36:53:  Epoch[20 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 0.83330078 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0102s; samplesPerSecond = 125111.2
01/16/2018 22:36:53:  Epoch[20 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 0.87294922 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130492.4
01/16/2018 22:36:53:  Epoch[20 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 0.91904297 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129265.5
01/16/2018 22:36:53:  Epoch[20 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 0.86074219 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129622.9
01/16/2018 22:36:53:  Epoch[20 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 0.90449219 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 131068.3
01/16/2018 22:36:53:  Epoch[20 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 0.93989258 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129633.4
01/16/2018 22:36:53:  Epoch[20 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 0.92124023 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 131195.9
01/16/2018 22:36:53:  Epoch[20 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 0.95683594 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0101s; samplesPerSecond = 126738.9
01/16/2018 22:36:53:  Epoch[20 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 0.90004883 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0103s; samplesPerSecond = 124557.2
01/16/2018 22:36:53:  Epoch[20 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 0.83325195 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:36:53:  Epoch[20 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 0.91118164 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129891.2
01/16/2018 22:36:53:  Epoch[20 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 0.91352539 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0102s; samplesPerSecond = 125871.5
01/16/2018 22:36:53:  Epoch[20 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 0.86977539 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130672.2
01/16/2018 22:36:53:  Epoch[20 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 0.97255859 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130054.9
01/16/2018 22:36:53:  Epoch[20 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 0.93784180 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128389.0
01/16/2018 22:36:53:  Epoch[20 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 0.93491211 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130648.2
01/16/2018 22:36:53: Finished Epoch[20 of 25]: [Training] CrossEntropyWithSoftmax = 0.90933374 * 1124823; EvalClassificationError = 0.29631329 * 1124823; totalSamplesSeen = 22496460; learningRatePerSample = 9.5367432e-07; epochTime=8.80285s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:36:53: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.23337492 * 122487; perplexity = 3.43279543; EvalClassificationError = 0.38829427 * 122487
01/16/2018 22:36:53: Finished Epoch[20 of 25]: [Validate] CrossEntropyWithSoftmax = 1.23337492 * 122487; EvalClassificationError = 0.38829427 * 122487
01/16/2018 22:36:53: Loading (rolling back to) previous model with best training-criterion value: /tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.19.
ValidateSubNetwork: InvStdOfFeatures InvStdDev operation changed, from [792 x 1] to [792].ValidateSubNetwork: MeanOfFeatures Mean operation changed, from [792 x 1] to [792].ValidateSubNetwork: Prior Mean operation changed, from [183 x 1] to [183].01/16/2018 22:36:53: learnRatePerSample reduced to 4.7683716e-07
01/16/2018 22:36:53: SGD: revoke back to and update checkpoint file for epoch 19

01/16/2018 22:36:53: Starting Epoch 20: learning rate per sample = 0.000000  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 19: frames [21371637..22496460] (first utterance at frame 21371637), data subset 0 of 1, with 1 datapasses

01/16/2018 22:36:53: Starting minibatch loop.
01/16/2018 22:36:53:  Epoch[20 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 0.91150236 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0103s; samplesPerSecond = 124768.5
01/16/2018 22:36:53:  Epoch[20 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 0.87766333 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130366.1
01/16/2018 22:36:53:  Epoch[20 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 0.91706524 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130183.2
01/16/2018 22:36:53:  Epoch[20 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 0.88486862 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127877.2
01/16/2018 22:36:53:  Epoch[20 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 0.95974197 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0101s; samplesPerSecond = 126857.0
01/16/2018 22:36:53:  Epoch[20 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 0.90518951 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130254.7
01/16/2018 22:36:53:  Epoch[20 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 0.91682549 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129102.5
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 0.91441002 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131036.1
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 0.92644272 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131068.3
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 0.95430984 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 126334.9
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 0.87398682 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 131060.3
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 0.87278900 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128044.8
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 0.92328949 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128529.5
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 0.88583374 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130484.4
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 0.90036469 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 127455.8
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 0.94648743 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 128409.6
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 0.93530731 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130743.0
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 0.94097748 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129080.4
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 0.86738739 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130511.0
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 0.90396118 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130551.0
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 0.91659546 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128114.0
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 0.87955170 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0097s; samplesPerSecond = 131337.3
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 0.92512512 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0102s; samplesPerSecond = 126019.0
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 0.94107361 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130749.7
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 0.87701416 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130800.4
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 0.89196320 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129427.6
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 0.96867828 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131017.3
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 0.90075073 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130924.9
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 0.93069458 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128301.5
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 0.91089172 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 128071.7
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 0.96690369 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 131058.9
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 0.93486023 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130160.7
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 0.88589478 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 131154.3
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 0.94769897 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 127859.4
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 0.89489136 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126889.7
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 0.89318542 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130936.9
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 0.95959473 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129256.4
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 0.93412781 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129566.5
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 0.91968079 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0097s; samplesPerSecond = 131338.6
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 0.87338257 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 128990.6
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 0.87187500 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130569.6
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 0.90845947 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131034.8
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 0.98339539 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130480.4
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 0.87885132 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130841.9
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 0.91329041 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 126728.9
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 0.92022705 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128587.6
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 0.95808716 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0097s; samplesPerSecond = 131284.7
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 0.82637024 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0100s; samplesPerSecond = 128251.4
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 0.92468262 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 128962.1
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 0.93756409 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 131049.5
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 0.89412842 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 128831.0
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 0.94285278 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130698.9
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 0.90838013 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 131076.4
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 0.93545532 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131183.8
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 0.86552734 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130097.2
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 0.93256226 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0101s; samplesPerSecond = 126189.2
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 0.91199646 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 131018.7
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 0.91177368 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130860.6
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 0.90002441 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129633.4
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 0.92806396 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129169.0
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 0.91285400 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131085.8
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 0.86813354 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128327.2
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 0.90390625 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130017.9
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 0.88645020 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 131010.6
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 0.92175293 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128023.0
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 0.88377686 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130233.5
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 0.94407959 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 126710.1
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 0.84706421 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129772.7
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 0.88013306 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130061.5
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 0.91933594 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 128539.9
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 0.88417358 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0102s; samplesPerSecond = 125857.9
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 0.88941040 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 131158.3
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 0.93086548 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130928.9
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 0.97868042 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130497.7
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 0.89734497 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 131182.5
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 0.92435913 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 127235.3
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 0.86825562 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 128205.1
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 0.89697876 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0099s; samplesPerSecond = 129716.1
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 0.88753052 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129227.7
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 0.94158325 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130600.3
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 0.92803345 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128090.9
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 0.95236206 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0101s; samplesPerSecond = 126745.2
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 0.90815430 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130457.8
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 0.91589966 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0101s; samplesPerSecond = 127069.8
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 0.90744629 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0101s; samplesPerSecond = 126730.2
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 0.91968994 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 131048.2
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 0.91680908 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 128784.3
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 0.89970703 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0101s; samplesPerSecond = 127292.3
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 0.91735229 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130724.3
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 0.90497437 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127897.7
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 0.92197876 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130633.6
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 0.87684937 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0100s; samplesPerSecond = 127883.6
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 0.92042236 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 127925.8
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 0.90538940 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130998.6
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 0.91741943 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127914.3
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 0.92649536 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0113s; samplesPerSecond = 113587.0
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 0.92813721 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 131178.5
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 0.91763916 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 127486.2
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 0.82421875 * 1280; EvalClassificationError = 0.26640625 * 1280; time = 0.0098s; samplesPerSecond = 130847.2
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 0.90089111 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130895.4
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 0.94747925 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 128494.7
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 0.98922729 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129260.3
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 0.88527832 * 1280; EvalClassificationError = 0.26171875 * 1280; time = 0.0098s; samplesPerSecond = 130656.2
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 0.85255127 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 128759.7
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 0.91315918 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130922.2
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 0.93027344 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130966.4
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 0.96550903 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130029.8
01/16/2018 22:36:54:  Epoch[20 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 0.86610107 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130920.8
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 0.94821777 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 128786.9
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 0.93873291 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0101s; samplesPerSecond = 126137.0
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 0.95529785 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0097s; samplesPerSecond = 131326.5
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 0.89342651 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 128799.8
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 0.85547485 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0100s; samplesPerSecond = 127417.7
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 0.87380371 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130196.4
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 0.92823486 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130097.2
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 0.85976562 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130852.6
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 0.88046875 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130896.7
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 0.92003174 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129165.1
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 0.91437988 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 131045.5
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 0.98903809 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131024.0
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 0.95552979 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130211.0
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 0.92803955 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 131108.6
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 0.88787842 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130978.4
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 0.85177002 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130205.7
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 0.91398926 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130696.3
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 0.98914795 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0101s; samplesPerSecond = 127311.2
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 0.86541748 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130764.4
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 0.95863037 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0099s; samplesPerSecond = 129821.4
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 0.93415527 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129751.6
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 0.91938477 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 131079.0
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 0.89111328 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0101s; samplesPerSecond = 126398.5
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 0.97824707 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130185.8
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 0.90999756 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131236.3
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 0.87841797 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131120.7
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 0.92961426 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0107s; samplesPerSecond = 119698.9
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 0.91762695 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130449.8
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 0.85313721 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130638.9
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 0.91055908 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 128995.8
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 0.88011475 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 131089.8
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 0.82135010 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0099s; samplesPerSecond = 128652.3
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 0.89138184 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131161.0
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 0.93118896 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130407.3
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 0.97424316 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131115.3
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 0.99298096 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130497.7
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 1.01262207 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0099s; samplesPerSecond = 129315.1
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 0.87427979 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0102s; samplesPerSecond = 126102.2
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 0.93370361 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 131116.6
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 0.87669678 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0100s; samplesPerSecond = 128507.6
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 0.92243652 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129004.9
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 0.93951416 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130931.6
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 0.93934326 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128353.0
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 0.89223633 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130751.0
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 0.92947998 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 0.88134766 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0099s; samplesPerSecond = 129781.9
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 0.91213379 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130515.0
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 0.92403564 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0102s; samplesPerSecond = 125200.5
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 0.93365479 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128506.3
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 0.89428711 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130767.0
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 0.89884033 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 127694.8
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 0.88725586 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 126242.7
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 0.84133301 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130776.4
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 0.85439453 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 131038.8
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 0.96940918 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 131178.5
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 0.86094971 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130095.8
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 0.96063232 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0102s; samplesPerSecond = 125964.4
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 0.86693115 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130469.8
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 0.89643555 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128219.3
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 0.89866943 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128463.8
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 0.92885742 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130463.1
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 0.87821045 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129461.6
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 0.87590332 * 1280; EvalClassificationError = 0.26171875 * 1280; time = 0.0100s; samplesPerSecond = 127932.2
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 0.87603760 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130890.1
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 0.89564209 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129274.6
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 0.93282471 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128520.5
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 0.94067383 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131010.6
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 0.92194824 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0101s; samplesPerSecond = 126771.6
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 0.96711426 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131198.6
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 0.86314697 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130565.6
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 0.89326172 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129495.7
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 0.93780518 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 131021.4
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 0.89772949 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 128126.8
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 0.86359863 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130448.5
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 0.95262451 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 131014.6
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 0.91103516 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129824.0
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 0.92836914 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0103s; samplesPerSecond = 123920.5
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 0.89547119 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130817.8
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 0.90466309 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130447.2
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 0.93723145 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130852.6
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 0.92442627 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130987.8
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 0.92185059 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128289.9
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 0.87124023 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131261.9
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 0.92244873 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130330.3
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 0.98322754 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 131147.5
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 0.90876465 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131085.8
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 0.93447266 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 128911.4
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 0.92366943 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130172.6
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 0.94694824 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 131269.9
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 0.93536377 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0101s; samplesPerSecond = 126891.0
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 0.90526123 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0097s; samplesPerSecond = 131327.8
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 0.93627930 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129842.5
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 0.86260986 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129351.7
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 0.90759277 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130853.9
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 0.95028076 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129377.9
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 0.93054199 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128443.1
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 0.94692383 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 131120.7
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 0.81545410 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0100s; samplesPerSecond = 128510.2
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 0.90283203 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 131148.9
01/16/2018 22:36:55:  Epoch[20 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 0.90545654 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131233.6
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 0.97281494 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130598.9
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 0.88808594 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130951.7
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 0.87604980 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 127136.7
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 0.88825684 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129222.4
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 0.91464844 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130537.7
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 0.88463135 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129831.9
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 0.95078125 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 127899.0
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 0.91625977 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130469.8
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 0.92546387 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 128988.0
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 0.92133789 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130151.4
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 0.91362305 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 0.85959473 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130262.7
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 0.88341064 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130841.9
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 0.85367432 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0101s; samplesPerSecond = 126571.0
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 0.95808105 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128248.8
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 0.84555664 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130504.4
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 0.90306396 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 127413.9
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 0.92124023 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 126248.9
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 0.91386719 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130927.5
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 0.92084961 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130435.2
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 0.97353516 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130632.2
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 0.93339844 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130697.6
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 0.90480957 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0102s; samplesPerSecond = 125423.8
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 0.90874023 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131087.1
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 0.89584961 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129376.6
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 0.90029297 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127973.1
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 0.92902832 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130907.5
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 0.86572266 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 126678.7
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 0.90156250 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130398.0
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 0.93781738 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130660.2
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 0.91284180 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 128595.4
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 0.91604004 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126458.5
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 0.95566406 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130634.9
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 0.90205078 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130356.9
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 0.96669922 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131217.5
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 0.94838867 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130368.8
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 0.93950195 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128358.1
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 0.93117676 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130719.0
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 0.93496094 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 128723.4
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 0.87177734 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130732.3
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 0.94843750 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130823.2
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 0.86049805 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129253.8
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 0.88571777 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0102s; samplesPerSecond = 125944.6
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 0.90192871 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130783.1
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 0.94023437 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130093.2
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 0.90925293 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130815.1
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 0.91777344 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 128543.7
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 0.90092773 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0101s; samplesPerSecond = 126548.5
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 0.94851074 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 131252.4
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 0.84868164 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 129107.7
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 0.91608887 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0101s; samplesPerSecond = 126678.7
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 0.89067383 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130431.2
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 0.90053711 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0101s; samplesPerSecond = 126759.0
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 0.90249023 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128385.2
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 0.86540527 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 131170.4
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 0.97116699 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130339.6
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 0.91040039 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128042.3
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 0.89870605 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 131128.7
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 0.82062988 * 1280; EvalClassificationError = 0.25781250 * 1280; time = 0.0099s; samplesPerSecond = 128717.0
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 0.85385742 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130596.3
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 0.86584473 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130784.4
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 0.83981934 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0098s; samplesPerSecond = 130205.7
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 0.89196777 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130833.9
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 0.89113770 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128418.6
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 0.97624512 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 128654.9
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 0.95356445 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 131166.4
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 0.91359863 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130563.0
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 0.88720703 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0101s; samplesPerSecond = 126343.6
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 0.94958496 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130688.3
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 0.93779297 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128255.2
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 0.90815430 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131020.0
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 0.90202637 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130201.7
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 0.93837891 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 128990.6
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 0.90275879 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 0.88908691 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129649.1
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 0.92131348 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127900.2
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 0.88845215 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131005.3
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 0.89287109 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0099s; samplesPerSecond = 128853.0
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 0.90185547 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130908.8
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 0.86135254 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130910.1
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 0.98156738 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130629.6
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 0.93754883 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131127.4
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 0.86520996 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 128496.0
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 0.87595215 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0099s; samplesPerSecond = 128898.4
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 0.92250977 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130888.7
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 0.90627441 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130760.4
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 0.94035645 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130415.3
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 0.91726074 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131056.2
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 0.86088867 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 126374.8
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 0.96655273 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0101s; samplesPerSecond = 126514.7
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 0.89082031 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131072.3
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 0.98220215 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 128557.9
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 0.88901367 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129515.3
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 0.92136230 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 127622.2
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 0.85405273 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130443.2
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 0.93874512 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130476.4
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 0.88315430 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129229.0
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 0.84199219 * 1280; EvalClassificationError = 0.26640625 * 1280; time = 0.0102s; samplesPerSecond = 125298.6
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 0.92287598 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130763.0
01/16/2018 22:36:56:  Epoch[20 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 0.90043945 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129434.1
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 0.92282715 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130694.9
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 0.92199707 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130999.9
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 0.91520996 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0102s; samplesPerSecond = 124879.3
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 0.89829102 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130744.3
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 0.92104492 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 128879.0
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 0.91213379 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 127160.7
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 0.90568848 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130999.9
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 0.86149902 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0100s; samplesPerSecond = 128200.0
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 0.92329102 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128354.3
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 0.85820312 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130499.1
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 0.93676758 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 127245.4
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 0.98400879 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130257.4
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 0.89990234 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131050.9
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 0.86152344 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0102s; samplesPerSecond = 125900.0
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 0.90434570 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 128941.3
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 0.93369141 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 129991.5
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 0.90595703 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130117.0
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 0.94238281 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130780.4
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 0.90996094 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0101s; samplesPerSecond = 126633.6
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 0.88686523 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131079.0
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 0.87783203 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130949.0
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 0.94067383 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129192.4
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 0.87263184 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127773.8
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 0.89978027 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 131073.7
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 0.93361816 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129594.0
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 0.88952637 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 128827.1
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 0.89165039 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130995.9
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 0.95732422 * 1280; EvalClassificationError = 0.32890625 * 1280; time = 0.0100s; samplesPerSecond = 128564.4
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 0.90383301 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130196.4
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 0.89172363 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128546.3
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 0.90795898 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130900.8
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 0.81555176 * 1280; EvalClassificationError = 0.26640625 * 1280; time = 0.0098s; samplesPerSecond = 130915.5
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 0.92309570 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 128088.4
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 0.88815918 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130334.3
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 0.90114746 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130795.1
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 0.90153809 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 128793.4
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 0.88708496 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129040.1
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 0.89562988 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130128.9
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 0.90334473 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128527.0
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 0.89008789 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 131061.6
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 0.92019043 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 127919.4
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 0.85380859 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130228.2
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 0.90908203 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131136.8
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 0.85410156 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0100s; samplesPerSecond = 128219.3
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 0.92790527 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129007.5
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 0.93994141 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130957.0
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 0.90566406 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130849.9
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 0.90419922 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0101s; samplesPerSecond = 127169.6
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 0.91909180 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130966.4
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 0.91447754 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 128823.2
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 0.97189941 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0097s; samplesPerSecond = 131303.6
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 0.88220215 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129316.4
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 0.89873047 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128527.0
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 0.94165039 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131012.0
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 0.89567871 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129340.0
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 0.91342773 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 128764.9
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 0.96052246 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 131003.9
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 0.91125488 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128371.0
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 0.94499512 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131093.8
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 0.92351074 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131171.7
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 0.96289062 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130097.2
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 0.93669434 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130895.4
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 0.89931641 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127874.7
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 0.90014648 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127674.4
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 0.91042480 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 131130.1
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 0.95693359 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 127599.3
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 0.88513184 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129372.6
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 0.90454102 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130987.8
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 0.89379883 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0099s; samplesPerSecond = 129575.6
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 0.92692871 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130815.1
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 0.92436523 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130740.3
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 0.87761230 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130282.6
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 0.91076660 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131049.5
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 0.89763184 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127464.6
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 0.93068848 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128617.4
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 0.91047363 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130395.4
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 0.91477051 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129111.7
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 0.88598633 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0101s; samplesPerSecond = 126858.3
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 0.95297852 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130981.1
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 0.94304199 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130064.1
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 0.94575195 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130836.5
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 0.93232422 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131210.7
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 0.91274414 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128479.2
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 0.89960938 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130890.1
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 0.95336914 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129321.7
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 0.93525391 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130101.1
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 0.89963379 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130648.2
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 0.92617187 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130226.9
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 0.89350586 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128310.5
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 0.96047363 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 131156.9
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 0.88305664 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0101s; samplesPerSecond = 126431.0
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 0.98583984 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130768.4
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 0.90759277 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131248.4
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 0.84660645 * 1280; EvalClassificationError = 0.26250000 * 1280; time = 0.0100s; samplesPerSecond = 128392.9
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 0.92270508 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 131187.9
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 0.86481934 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126418.5
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 0.94995117 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130871.3
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 0.94321289 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 131130.1
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 0.89343262 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0101s; samplesPerSecond = 126937.5
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 0.90524902 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 128786.9
01/16/2018 22:36:57:  Epoch[20 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 0.89020996 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130403.3
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 0.92844238 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130521.7
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 0.88696289 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129592.7
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 0.91743164 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130943.6
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 0.89331055 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129152.0
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 0.91066895 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130395.4
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 0.89458008 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 128981.5
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 0.86894531 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 127722.8
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 0.90234375 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129126.0
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 0.88420410 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128601.9
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 0.87946777 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129478.6
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 0.91337891 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131092.5
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 0.92973633 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130041.7
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 0.96501465 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 131073.7
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 0.95834961 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130939.6
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 0.93745117 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0101s; samplesPerSecond = 127231.5
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 0.89831543 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 131024.0
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 0.90014648 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130720.3
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 0.90622559 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128398.0
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 0.90810547 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131120.7
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 0.88015137 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 129323.0
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 0.90327148 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128484.4
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 0.88393555 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130572.3
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 0.86098633 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0100s; samplesPerSecond = 128262.9
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 0.92949219 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0097s; samplesPerSecond = 131420.9
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 0.93540039 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130749.7
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 0.89433594 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 128448.3
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 0.85214844 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130781.7
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 0.87553711 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0100s; samplesPerSecond = 127579.0
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 0.86132812 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0100s; samplesPerSecond = 127896.4
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 0.92690430 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0097s; samplesPerSecond = 131294.2
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 0.95861816 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128418.6
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 0.88552246 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127369.5
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 0.88991699 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130386.1
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 0.88637695 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 128759.7
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 0.92941895 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128137.1
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 0.90380859 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129561.2
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 0.88347168 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129728.0
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 0.93540039 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130111.7
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 0.96523437 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0101s; samplesPerSecond = 126160.6
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 0.95739746 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128578.6
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 0.87358398 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130998.6
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 0.89902344 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 128904.9
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 0.89960938 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0102s; samplesPerSecond = 124985.4
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 0.85117188 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130552.3
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 0.94536133 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130387.4
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 0.89365234 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131020.0
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 0.91889648 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131056.2
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 0.89257812 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0099s; samplesPerSecond = 129184.6
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 0.88149414 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131158.3
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 0.92949219 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 127973.1
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 0.88740234 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130282.6
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 0.87670898 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131140.8
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 0.98925781 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0112s; samplesPerSecond = 114227.6
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 0.92465820 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0112s; samplesPerSecond = 114448.2
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 0.88701172 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130938.3
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 0.91015625 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128080.7
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 0.87905273 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0102s; samplesPerSecond = 126015.3
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 0.97695312 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130819.2
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 0.89682617 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0099s; samplesPerSecond = 128927.0
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 0.92441406 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129171.6
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 0.81508789 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0098s; samplesPerSecond = 130895.4
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 0.87724609 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130918.2
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 0.90639648 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 128194.9
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 0.91987305 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130983.8
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 0.85468750 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0101s; samplesPerSecond = 127090.0
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 0.90185547 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130975.8
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 0.87084961 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130824.5
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 0.94321289 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128600.6
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 0.88183594 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129538.9
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 0.86767578 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130832.5
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 0.90903320 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 131225.5
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 0.86586914 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 130973.1
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 0.91860352 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131054.9
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 0.90488281 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129785.9
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 0.87670898 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130940.9
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 0.90756836 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130135.5
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 0.90190430 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131017.3
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 0.93491211 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0102s; samplesPerSecond = 126077.3
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 0.89267578 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0104s; samplesPerSecond = 123479.4
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 0.95668945 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130733.6
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 0.89111328 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129697.7
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 0.92666016 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 127715.2
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 0.96098633 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130989.2
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 0.92592773 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 128719.5
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 0.93964844 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127373.3
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 0.93544922 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130931.6
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 0.84067383 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0098s; samplesPerSecond = 130127.6
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 0.84580078 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 131103.2
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 0.90380859 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130391.4
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 0.94375000 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 128841.3
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 0.89770508 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130823.2
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 0.86254883 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 129967.7
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 0.90678711 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131206.7
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 0.83979492 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130999.9
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 0.87304688 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130479.1
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 0.89038086 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0109s; samplesPerSecond = 116922.7
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 0.95332031 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 128660.0
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 0.88369141 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0101s; samplesPerSecond = 126303.7
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 0.89741211 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130064.1
01/16/2018 22:36:58:  Epoch[20 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 0.92617187 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130801.8
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 0.91557617 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 127715.2
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 0.94775391 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0101s; samplesPerSecond = 126407.3
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 0.88349609 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 131076.4
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 0.90908203 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 128882.8
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 0.95483398 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130379.4
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 0.92177734 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129775.3
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 0.91928711 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128387.7
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 0.88159180 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130928.9
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 0.90219727 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0102s; samplesPerSecond = 125804.7
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 0.93286133 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129144.2
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 0.88383789 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 131048.2
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 0.92275391 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130515.0
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 0.90708008 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130788.4
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 0.84511719 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130928.9
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 0.90473633 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129469.5
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 0.89331055 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130835.2
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 0.96230469 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130727.0
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 0.91889648 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128092.2
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 0.92094727 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 131003.9
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 0.91474609 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0099s; samplesPerSecond = 129489.1
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 0.92832031 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129418.4
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 0.86787109 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 130207.0
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 0.88330078 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128238.5
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 0.92734375 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130229.5
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 0.89921875 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130757.7
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 0.87734375 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0099s; samplesPerSecond = 129680.7
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 0.91083984 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130733.6
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 0.87622070 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 126951.4
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 0.89282227 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 128666.5
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 0.96147461 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130997.2
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 0.88935547 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129105.1
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 0.88881836 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 127211.3
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 0.87519531 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0098s; samplesPerSecond = 131036.1
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 0.92597656 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0099s; samplesPerSecond = 129805.6
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 0.88457031 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0098s; samplesPerSecond = 130827.2
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 0.91953125 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131005.3
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 0.87817383 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129101.2
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 0.94907227 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130967.7
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 0.94887695 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 128587.6
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 0.91948242 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128275.8
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 0.89619141 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130475.1
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 0.93046875 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 128907.5
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 0.86782227 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0102s; samplesPerSecond = 125500.0
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 0.86982422 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 131020.0
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 0.93212891 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129887.3
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 0.89296875 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0098s; samplesPerSecond = 130216.3
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 0.90927734 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130852.6
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 0.92353516 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0101s; samplesPerSecond = 126726.4
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 0.91220703 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 0.91508789 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129891.2
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 0.89521484 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130333.0
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 0.85527344 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 131115.3
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 0.88227539 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0102s; samplesPerSecond = 125809.7
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 0.88544922 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130095.8
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 0.93027344 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131025.4
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 0.92553711 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130419.3
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 0.90747070 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0100s; samplesPerSecond = 127847.9
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 0.93920898 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128449.6
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 0.89843750 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130991.9
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 0.93793945 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130957.0
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 0.91777344 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129084.3
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 0.90410156 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129410.6
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 0.94916992 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 131151.6
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 0.90668945 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127924.5
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 0.91718750 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128363.3
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 0.94179687 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 131022.7
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 0.94819336 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129343.9
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 0.87514648 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127590.4
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 0.91166992 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130364.8
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 0.91411133 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130882.0
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 0.92846680 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130709.6
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 0.93710938 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129083.0
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 0.89970703 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127551.0
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 0.94252930 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130781.7
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 0.89599609 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130479.1
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 0.93139648 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130938.3
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 0.93554688 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130896.7
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 0.94516602 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0106s; samplesPerSecond = 121219.0
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 0.89892578 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130087.9
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 0.88735352 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 131010.6
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 0.89189453 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 128438.0
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 0.92885742 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 131112.6
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 0.90395508 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 126150.6
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 0.86416016 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 131001.2
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 0.97211914 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 131204.0
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 0.87929687 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 127937.3
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 0.88891602 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 128907.5
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 0.95307617 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 131225.5
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 0.91591797 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131010.6
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 0.93310547 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130748.3
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 0.90507812 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130839.2
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 0.88437500 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 0.88505859 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131123.4
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 0.91196289 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0101s; samplesPerSecond = 126221.5
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 0.92387695 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131007.9
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 0.92221680 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 131037.4
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 0.93349609 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130665.6
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 0.87509766 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0100s; samplesPerSecond = 127684.6
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 0.90268555 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 131265.9
01/16/2018 22:36:59:  Epoch[20 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 0.89702148 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0101s; samplesPerSecond = 127107.7
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 0.94619141 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 0.91250000 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130939.6
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 0.89809570 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128028.2
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 0.90029297 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130817.8
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 0.89291992 * 1280; EvalClassificationError = 0.26796875 * 1280; time = 0.0100s; samplesPerSecond = 127872.1
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 0.91928711 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 131042.8
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 0.84682617 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0098s; samplesPerSecond = 130970.4
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 0.85512695 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0100s; samplesPerSecond = 128316.9
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 0.87065430 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 127793.0
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 0.92475586 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130220.3
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 0.88828125 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130561.6
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 0.91420898 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130628.2
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 0.91635742 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 131112.6
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 0.88588867 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 128733.8
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 0.95200195 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 131025.4
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 0.91958008 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 126457.2
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 0.89316406 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 131228.2
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 0.89252930 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130878.0
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 0.90683594 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128484.4
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 0.89248047 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130747.0
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 0.93413086 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130661.6
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 0.91596680 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127884.9
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 0.93930664 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128076.8
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 0.93388672 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 131181.1
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 0.94033203 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130266.6
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 0.91513672 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130998.6
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 0.95693359 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127665.5
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 0.90664062 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127580.3
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 0.86284180 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 0.94902344 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0101s; samplesPerSecond = 127120.3
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 0.87387695 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127977.0
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 0.91518555 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130928.9
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 0.94667969 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 127576.4
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 0.90849609 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129599.3
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 0.88647461 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130823.2
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 0.90083008 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129814.8
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 0.92612305 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 128986.7
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 0.94165039 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130796.4
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 0.86118164 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128404.5
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 0.91206055 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 131034.8
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 0.85102539 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0101s; samplesPerSecond = 127245.4
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 0.90263672 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 131195.9
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 0.96474609 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 131091.1
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 0.91118164 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128636.8
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 0.94121094 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129932.1
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 0.89438477 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 0.86538086 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128555.4
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 0.88881836 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127896.4
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 0.88623047 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130892.7
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 0.91567383 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 127008.1
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 0.92133789 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130735.0
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 0.90556641 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130507.0
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 0.83554688 * 1280; EvalClassificationError = 0.26796875 * 1280; time = 0.0100s; samplesPerSecond = 127698.6
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 0.85888672 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0098s; samplesPerSecond = 130918.2
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 0.96977539 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 129025.8
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 0.87260742 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128169.2
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 0.86162109 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130916.8
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 0.86171875 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 128392.9
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 0.89057617 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130500.4
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 0.88183594 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130963.7
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 0.87089844 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129044.0
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 0.89204102 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130974.4
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 0.92539063 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130396.7
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 0.89194336 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 128781.7
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 0.93310547 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 131036.1
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 0.88867188 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0101s; samplesPerSecond = 127066.1
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 0.88642578 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128048.7
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 0.88999023 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130577.6
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 0.92324219 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 126583.5
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 0.96064453 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 128320.8
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 0.92260742 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130672.2
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 0.84560547 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0098s; samplesPerSecond = 129966.4
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 0.91425781 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130765.7
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 0.92304688 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0102s; samplesPerSecond = 125492.7
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 0.90693359 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130480.4
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 0.86787109 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130906.1
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 0.91015625 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130362.2
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 0.88642578 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0100s; samplesPerSecond = 128153.8
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 0.92744141 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 131131.4
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 0.89672852 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127730.5
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 0.90595703 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129208.1
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 0.91079102 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130688.3
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 0.94604492 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128503.7
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 0.91083984 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130311.7
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 0.88017578 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 127831.3
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 0.87812500 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130465.8
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 0.96113281 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 131118.0
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 0.91083984 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129809.5
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 0.92958984 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0102s; samplesPerSecond = 126097.2
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 0.86372070 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130737.6
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 0.90317383 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130708.3
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 0.95297852 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 131003.9
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 0.95000000 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131064.3
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 0.93320313 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 127968.0
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 0.91845703 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130918.2
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 0.87641602 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0099s; samplesPerSecond = 128856.9
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 0.92319336 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129259.0
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 0.87885742 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130483.1
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 0.93237305 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0105s; samplesPerSecond = 122271.6
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 0.91225586 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129323.0
01/16/2018 22:37:00:  Epoch[20 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 0.88745117 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130844.6
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 0.88398438 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129431.5
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 0.91025391 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0103s; samplesPerSecond = 124727.2
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 0.91069336 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130521.7
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 0.92724609 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130237.5
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 0.89956055 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130488.4
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 0.89516602 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 131014.6
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 0.94912109 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0102s; samplesPerSecond = 126041.3
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 0.92631836 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130646.9
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 0.91186523 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 128942.6
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 0.84023437 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0099s; samplesPerSecond = 128773.9
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 0.92343750 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130950.3
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 0.93657227 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130057.5
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 0.96147461 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0100s; samplesPerSecond = 128157.6
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 0.92573242 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130516.4
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 0.90112305 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0101s; samplesPerSecond = 127039.6
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 0.90209961 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 128638.0
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 0.86064453 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130629.6
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 0.94145508 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0101s; samplesPerSecond = 126170.5
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 0.91352539 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130930.2
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 0.93066406 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 127927.1
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 0.95102539 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130358.2
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 0.92426758 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130799.1
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 0.90595703 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 126951.4
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 0.92431641 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 128165.3
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 0.90664062 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130784.4
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 0.95708008 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0099s; samplesPerSecond = 129926.8
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 0.95541992 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0102s; samplesPerSecond = 125757.7
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 0.80253906 * 1280; EvalClassificationError = 0.24609375 * 1280; time = 0.0098s; samplesPerSecond = 131244.4
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 0.93500977 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130367.5
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 0.96215820 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129925.5
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 0.92485352 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129001.0
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 0.90629883 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 126852.0
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 0.88115234 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130891.4
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 0.85327148 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0099s; samplesPerSecond = 129814.8
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 0.89023438 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130661.6
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 0.90073242 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130642.9
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 0.89599609 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129432.8
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 0.89272461 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0102s; samplesPerSecond = 126000.4
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 0.88247070 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130433.9
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 0.96206055 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0102s; samplesPerSecond = 125787.4
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 0.92124023 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 128401.9
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 0.88613281 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130919.5
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 0.89345703 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130085.3
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 0.89555664 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130578.9
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 0.89565430 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 128825.8
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 0.88149414 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0101s; samplesPerSecond = 126990.4
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 0.91767578 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130113.0
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 0.94584961 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0101s; samplesPerSecond = 127095.1
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 0.98916016 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0102s; samplesPerSecond = 124926.8
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 0.95346680 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130690.9
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 0.93701172 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 129961.1
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 0.92504883 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0103s; samplesPerSecond = 124479.7
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 0.94760742 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130421.9
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 0.91093750 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130360.8
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 0.94018555 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130755.0
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 0.88251953 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130524.3
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 0.92153320 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0101s; samplesPerSecond = 127246.7
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 0.87124023 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130720.3
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 0.90712891 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0099s; samplesPerSecond = 129912.3
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 0.90976563 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129657.0
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 0.88471680 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130469.8
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 0.84677734 * 1280; EvalClassificationError = 0.26015625 * 1280; time = 0.0099s; samplesPerSecond = 128938.7
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 0.92631836 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0102s; samplesPerSecond = 125843.1
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 0.86967773 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130819.2
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 0.90815430 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128320.8
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 0.90058594 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129122.1
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 0.86938477 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130371.5
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 0.85991211 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0101s; samplesPerSecond = 127173.4
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 0.88271484 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130756.3
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 0.96123047 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0101s; samplesPerSecond = 126439.7
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 0.87050781 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129946.6
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 0.92070312 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130990.5
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 0.98227539 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0099s; samplesPerSecond = 129529.7
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 0.92583008 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130127.6
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 0.92919922 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130692.3
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 0.92495117 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127604.4
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 0.96596680 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 128754.5
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 0.90512695 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130731.0
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 0.91513672 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130431.2
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 0.94995117 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 131033.4
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 0.85810547 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0100s; samplesPerSecond = 127654.1
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 1.00385742 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 128465.0
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 0.87563477 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130868.6
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 0.87421875 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130083.9
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 0.92817383 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129916.3
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 0.95292969 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130666.9
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 0.89843750 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 127770.0
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 0.89272461 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0100s; samplesPerSecond = 128465.0
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 0.89648438 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130756.3
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 0.89409180 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 127523.1
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 0.88813477 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130724.3
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 0.91489258 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127813.4
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 0.89238281 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 128023.0
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 0.86723633 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130257.4
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 0.97246094 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0100s; samplesPerSecond = 128572.1
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 0.96655273 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130123.6
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 0.90258789 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130676.2
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 0.94624023 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0101s; samplesPerSecond = 126594.8
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 0.91005859 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128449.6
01/16/2018 22:37:01:  Epoch[20 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 0.86313477 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130541.6
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 0.92221680 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129128.6
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 0.90595703 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 128794.7
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 0.93071289 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 0.92465820 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127749.6
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 0.87460938 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 0.93627930 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130155.4
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 0.93286133 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0101s; samplesPerSecond = 127198.6
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 0.91962891 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130717.6
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 0.89687500 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 128885.4
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 0.91528320 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130128.9
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 0.83432617 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0098s; samplesPerSecond = 130400.7
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 0.91162109 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129650.5
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 0.92958984 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128221.8
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 0.87602539 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130359.5
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 0.91943359 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 128475.4
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 0.92197266 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130969.1
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 0.99340820 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0099s; samplesPerSecond = 129780.6
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 0.90693359 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128189.7
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 0.93652344 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130990.5
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 0.85166016 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0099s; samplesPerSecond = 129307.3
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 0.91879883 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130745.7
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 0.86323242 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0098s; samplesPerSecond = 130491.1
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 0.93818359 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127772.6
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 0.95224609 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128381.3
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 0.95834961 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130524.3
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 0.87094727 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 129818.8
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 0.85585937 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130496.4
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 0.96650391 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0102s; samplesPerSecond = 124976.8
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 0.92763672 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129573.0
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 0.92104492 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 129963.8
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 0.92099609 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129377.9
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 0.95839844 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0101s; samplesPerSecond = 127146.8
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 0.92749023 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130693.6
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 0.90903320 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130556.3
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 0.91367188 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130904.8
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 0.90366211 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130588.3
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 0.88291016 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130347.6
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 0.87851563 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130435.2
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 0.85502930 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0102s; samplesPerSecond = 125855.4
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 0.90834961 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 127739.4
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 0.85141602 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130325.0
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 0.88950195 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 127422.8
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 0.87045898 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0101s; samplesPerSecond = 127259.4
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 0.90527344 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130706.9
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 0.99414062 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130465.8
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 0.83530273 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0098s; samplesPerSecond = 129988.8
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 0.94106445 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130455.2
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 0.90126953 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 126572.3
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 0.87158203 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130568.3
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 0.93295898 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0099s; samplesPerSecond = 128771.3
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 0.84404297 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0099s; samplesPerSecond = 129864.9
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 0.95141602 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130242.8
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 0.83334961 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0100s; samplesPerSecond = 128345.2
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 0.87299805 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0099s; samplesPerSecond = 129860.9
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 0.91899414 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130840.5
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 0.86074219 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 128823.2
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 0.90449219 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0102s; samplesPerSecond = 125955.7
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 0.93994141 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130662.9
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 0.92124023 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129822.7
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 0.95668945 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130866.0
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 0.90004883 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130868.6
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 0.83330078 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0101s; samplesPerSecond = 126766.6
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 0.91113281 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130665.6
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 0.91347656 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127881.1
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 0.86972656 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0101s; samplesPerSecond = 127291.0
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 0.97250977 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130740.3
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 0.93774414 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129601.9
01/16/2018 22:37:02:  Epoch[20 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 0.93491211 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128205.1
01/16/2018 22:37:02: Finished Epoch[20 of 25]: [Training] CrossEntropyWithSoftmax = 0.90931745 * 1124823; EvalClassificationError = 0.29628306 * 1124823; totalSamplesSeen = 22496460; learningRatePerSample = 4.7683716e-07; epochTime=8.76267s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:37:03: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.23336381 * 122487; perplexity = 3.43275728; EvalClassificationError = 0.38826161 * 122487
01/16/2018 22:37:03: Finished Epoch[20 of 25]: [Validate] CrossEntropyWithSoftmax = 1.23336381 * 122487; EvalClassificationError = 0.38826161 * 122487
01/16/2018 22:37:03: Loading (rolling back to) previous model with best training-criterion value: /tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.19.
ValidateSubNetwork: InvStdOfFeatures InvStdDev operation changed, from [792 x 1] to [792].ValidateSubNetwork: MeanOfFeatures Mean operation changed, from [792 x 1] to [792].ValidateSubNetwork: Prior Mean operation changed, from [183 x 1] to [183].01/16/2018 22:37:03: learnRatePerSample reduced to 2.3841858e-07
01/16/2018 22:37:03: SGD: revoke back to and update checkpoint file for epoch 19

01/16/2018 22:37:03: Starting Epoch 20: learning rate per sample = 0.000000  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 19: frames [21371637..22496460] (first utterance at frame 21371637), data subset 0 of 1, with 1 datapasses

01/16/2018 22:37:03: Starting minibatch loop.
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 0.91150227 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0103s; samplesPerSecond = 124781.9
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 0.87766380 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 129934.7
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 0.91706562 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130543.0
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 0.88486824 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0102s; samplesPerSecond = 125755.3
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 0.95974197 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130457.8
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 0.90519104 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128551.5
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 0.91682549 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128634.2
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 0.91440659 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130706.9
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 0.92644272 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128080.7
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 0.95430756 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130375.4
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 0.87398376 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130638.9
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 0.87279282 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130801.8
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 0.92329254 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0102s; samplesPerSecond = 124965.8
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 0.88583832 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130741.7
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 0.90036316 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 128971.2
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 0.94649353 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130444.5
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 0.93531189 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130249.4
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 0.94097900 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128452.2
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 0.86738892 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130828.5
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 0.90395813 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130163.3
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 0.91659393 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130027.1
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 0.87955933 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130628.2
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 0.92512970 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 127330.2
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 0.94106598 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128202.6
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 0.87701874 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130694.9
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 0.89196777 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0101s; samplesPerSecond = 126953.9
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 0.96867676 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130054.9
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 0.90075684 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130796.4
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 0.93070374 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 126868.3
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 0.91088562 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130771.0
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 0.96691284 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 128862.1
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 0.93485413 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127973.1
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 0.88588257 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130338.3
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 0.94770508 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 126428.5
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 0.89489136 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127594.3
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 0.89318237 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130596.3
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 0.95958557 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128591.5
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 0.93411865 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0102s; samplesPerSecond = 125215.2
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 0.91968689 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130662.9
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 0.87337646 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130095.8
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 0.87187195 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130880.7
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 0.90846252 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128003.8
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 0.98340149 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128052.5
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 0.87884216 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130692.3
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 0.91330261 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129282.5
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 0.92022705 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129046.6
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 0.95808716 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130598.9
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 0.82637024 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0098s; samplesPerSecond = 130660.2
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 0.92467957 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127558.6
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 0.93755493 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130820.5
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 0.89413147 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127617.1
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 0.94285889 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130811.1
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 0.90838013 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128175.6
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 0.93546143 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128452.2
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 0.86553040 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130795.1
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 0.93257751 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0101s; samplesPerSecond = 126619.8
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 0.91199341 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130441.9
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 0.91178589 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130829.8
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 0.90001831 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0101s; samplesPerSecond = 127146.8
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 0.92807007 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129106.4
01/16/2018 22:37:03:  Epoch[20 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 0.91284790 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130608.2
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 0.86813354 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130185.8
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 0.90389404 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 127464.6
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 0.88645630 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130920.8
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 0.92174683 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 127372.1
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 0.88377686 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130930.2
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 0.94407959 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129217.2
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 0.84707031 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129274.6
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 0.88012695 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130724.3
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 0.91934204 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 127930.9
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 0.88417358 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130307.8
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 0.88941650 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130411.3
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 0.93086548 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129884.6
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 0.97866211 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0100s; samplesPerSecond = 128452.2
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 0.89734497 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130480.4
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 0.92435303 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127584.1
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 0.86826782 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130305.1
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 0.89700317 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0100s; samplesPerSecond = 128479.2
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 0.88753662 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128221.8
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 0.94157104 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130801.8
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 0.92804565 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129872.8
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 0.95236206 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130336.9
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 0.90816040 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130625.6
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 0.91590576 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129020.6
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 0.90743408 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 127845.3
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 0.91968994 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130892.7
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 0.91680908 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128371.0
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 0.89969482 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130609.6
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 0.91733398 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0103s; samplesPerSecond = 124444.6
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 0.90499268 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129058.3
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 0.92196045 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 129965.1
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 0.87684326 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0100s; samplesPerSecond = 127399.9
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 0.92041626 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0102s; samplesPerSecond = 125859.1
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 0.90538330 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130906.1
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 0.91741943 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 128871.2
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 0.92648926 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0101s; samplesPerSecond = 127081.2
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 0.92812500 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130448.5
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 0.91763916 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130299.8
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 0.82423096 * 1280; EvalClassificationError = 0.26640625 * 1280; time = 0.0099s; samplesPerSecond = 128851.7
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 0.90087891 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130698.9
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 0.94747314 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0101s; samplesPerSecond = 126180.5
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 0.98922119 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130747.0
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 0.88529053 * 1280; EvalClassificationError = 0.26171875 * 1280; time = 0.0099s; samplesPerSecond = 129076.5
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 0.85253906 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0101s; samplesPerSecond = 126759.0
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 0.91316528 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130497.7
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 0.93026733 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130678.9
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 0.96549683 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129291.6
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 0.86608887 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130936.9
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 0.94822998 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0101s; samplesPerSecond = 126607.3
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 0.93875122 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129506.2
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 0.95528564 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130110.4
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 0.89342041 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129431.5
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 0.85549316 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130713.6
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 0.87381592 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0103s; samplesPerSecond = 124573.0
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 0.92823486 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130225.6
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 0.85975342 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130743.0
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 0.88048096 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130851.2
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 0.92004395 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0102s; samplesPerSecond = 125949.5
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 0.91436768 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130907.5
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 0.98905029 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129184.6
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 0.95554199 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 128936.1
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 0.92803955 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130668.2
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 0.88787842 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 128041.0
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 0.85177002 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0102s; samplesPerSecond = 125591.2
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 0.91397705 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 0.98916016 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0101s; samplesPerSecond = 126632.4
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 0.86541748 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130407.3
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 0.95860596 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0099s; samplesPerSecond = 129222.4
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 0.93415527 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 127878.5
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 0.91938477 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130843.2
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 0.89112549 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129774.0
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 0.97824707 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130800.4
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 0.91002197 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130732.3
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 0.87841797 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130719.0
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 0.92961426 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130634.9
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 0.91761475 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130682.9
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 0.85316162 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0101s; samplesPerSecond = 126728.9
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 0.91054687 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130748.3
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 0.88009033 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0103s; samplesPerSecond = 124745.4
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 0.82135010 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0100s; samplesPerSecond = 127897.7
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 0.89138184 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130857.9
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 0.93116455 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129239.4
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 0.97423096 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 128307.9
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 0.99296875 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130747.0
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 1.01258545 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0100s; samplesPerSecond = 128443.1
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 0.87426758 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0101s; samplesPerSecond = 127178.4
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 0.93367920 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130396.7
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 0.87668457 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0100s; samplesPerSecond = 128507.6
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 0.92241211 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130632.2
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 0.93951416 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130640.2
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 0.93933105 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127947.5
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 0.89219971 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 131028.1
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 0.92949219 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129864.9
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 0.88135986 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0100s; samplesPerSecond = 128423.8
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 0.91214600 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130584.3
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 0.92402344 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129019.3
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 0.93364258 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 128840.0
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 0.89428711 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130589.6
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 0.89881592 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0101s; samplesPerSecond = 127344.2
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 0.88725586 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129783.2
01/16/2018 22:37:04:  Epoch[20 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 0.84130859 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130674.9
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 0.85440674 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0101s; samplesPerSecond = 127054.7
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 0.96938477 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 0.86096191 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0101s; samplesPerSecond = 126291.3
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 0.96063232 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 128914.0
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 0.86695557 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130499.1
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 0.89643555 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129608.4
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 0.89866943 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 127888.7
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 0.92884521 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130665.6
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 0.87821045 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 127745.8
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 0.87587891 * 1280; EvalClassificationError = 0.26171875 * 1280; time = 0.0098s; samplesPerSecond = 130714.9
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 0.87601318 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130201.7
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 0.89564209 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129812.2
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 0.93284912 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130979.8
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 0.94066162 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0102s; samplesPerSecond = 125829.4
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 0.92193604 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0101s; samplesPerSecond = 127259.4
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 0.96713867 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130698.9
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 0.86315918 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129183.3
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 0.89326172 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0102s; samplesPerSecond = 125355.0
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 0.93780518 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130653.6
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 0.89772949 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130363.5
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 0.86358643 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0099s; samplesPerSecond = 129899.1
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 0.95263672 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130840.5
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 0.91103516 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0102s; samplesPerSecond = 125326.8
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 0.92834473 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130504.4
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 0.89544678 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 129955.8
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 0.90467529 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128092.2
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 0.93724365 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130535.0
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 0.92441406 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0102s; samplesPerSecond = 125348.9
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 0.92185059 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129051.8
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 0.87124023 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 0.92246094 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130678.9
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 0.98322754 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0100s; samplesPerSecond = 128369.7
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 0.90877686 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130404.7
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 0.93446045 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130515.0
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 0.92368164 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129111.7
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 0.94694824 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130656.2
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 0.93535156 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129418.4
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 0.90526123 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130871.3
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 0.93627930 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0101s; samplesPerSecond = 126154.4
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 0.86262207 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 127356.8
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 0.90755615 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130685.6
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 0.95028076 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129408.0
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 0.93051758 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 126604.8
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 0.94691162 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130496.4
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 0.81545410 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130395.4
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 0.90280762 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0099s; samplesPerSecond = 129826.7
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 0.90541992 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130870.0
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 0.97277832 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128210.3
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 0.88809814 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130658.9
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 0.87604980 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127887.5
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 0.88829346 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 128884.1
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 0.91464844 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130286.5
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 0.88463135 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0103s; samplesPerSecond = 124109.2
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 0.95075684 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129801.6
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 0.91622314 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130839.2
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 0.92546387 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0111s; samplesPerSecond = 115516.2
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 0.92135010 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0103s; samplesPerSecond = 123983.0
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 0.91365967 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130229.5
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 0.85958252 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 129223.7
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 0.88338623 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0109s; samplesPerSecond = 117627.6
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 0.85363770 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130549.6
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 0.95808105 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 128761.0
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 0.84555664 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0102s; samplesPerSecond = 126011.5
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 0.90307617 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130618.9
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 0.92131348 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127543.4
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 0.91386719 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130419.3
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 0.92089844 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130668.2
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 0.97355957 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0102s; samplesPerSecond = 125040.3
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 0.93342285 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130617.6
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 0.90483398 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129792.4
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 0.90874023 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127696.1
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 0.89584961 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130785.7
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 0.90029297 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0101s; samplesPerSecond = 126346.1
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 0.92902832 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130081.3
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 0.86574707 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130632.2
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 0.90156250 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127478.6
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 0.93779297 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0103s; samplesPerSecond = 123733.7
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 0.91284180 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130610.9
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 0.91604004 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128055.1
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 0.95566406 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129068.7
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 0.90207520 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130431.2
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 0.96667480 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129613.7
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 0.94838867 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130638.9
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 0.93947754 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130600.3
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 0.93115234 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 126663.7
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 0.93498535 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130500.4
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 0.87175293 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 127278.3
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 0.94843750 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127544.7
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 0.86049805 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130552.3
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 0.88569336 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0100s; samplesPerSecond = 128103.8
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 0.90190430 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130035.0
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 0.94023437 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130313.1
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 0.90925293 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127537.0
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 0.91779785 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130260.0
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 0.90095215 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127545.9
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 0.94851074 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127694.8
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 0.84865723 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130487.1
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 0.91608887 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128164.0
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 0.89067383 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129714.8
01/16/2018 22:37:05:  Epoch[20 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 0.90053711 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130529.7
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 0.90241699 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 128863.4
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 0.86542969 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0101s; samplesPerSecond = 126609.8
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 0.97116699 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130535.0
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 0.91037598 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127891.3
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 0.89870605 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127702.5
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 0.82062988 * 1280; EvalClassificationError = 0.25781250 * 1280; time = 0.0098s; samplesPerSecond = 130928.9
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 0.85380859 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0100s; samplesPerSecond = 127703.7
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 0.86586914 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130411.3
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 0.83981934 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0099s; samplesPerSecond = 129334.7
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 0.89189453 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130299.8
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 0.89113770 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130221.6
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 0.97624512 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129759.5
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 0.95358887 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0100s; samplesPerSecond = 127810.8
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 0.91357422 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130613.6
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 0.88720703 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129629.4
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 0.94958496 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130166.0
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 0.93779297 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130761.7
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 0.90817871 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127980.8
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 0.90197754 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130848.6
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 0.93837891 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129697.7
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 0.90275879 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129145.5
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 0.88908691 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130723.0
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 0.92131348 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127836.4
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 0.88845215 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129200.3
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 0.89284668 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130378.1
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 0.90187988 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129829.3
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 0.86135254 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0101s; samplesPerSecond = 127005.5
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 0.98154297 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130473.8
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 0.93757324 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0102s; samplesPerSecond = 125314.5
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 0.86518555 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130686.9
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 0.87592773 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0100s; samplesPerSecond = 128617.4
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 0.92250977 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0101s; samplesPerSecond = 126499.7
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 0.90629883 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130829.8
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 0.94040527 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130532.3
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 0.91726074 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130564.3
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 0.86086426 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130757.7
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 0.96655273 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 128621.2
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 0.89082031 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0103s; samplesPerSecond = 123926.5
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 0.98215332 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130515.0
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 0.88901367 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 127249.2
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 0.92136230 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 127978.2
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 0.85402832 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130784.4
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 0.93874512 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0101s; samplesPerSecond = 126281.3
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 0.88312988 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130871.3
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 0.84196777 * 1280; EvalClassificationError = 0.26640625 * 1280; time = 0.0098s; samplesPerSecond = 130307.8
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 0.92282715 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130606.9
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 0.90043945 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130789.7
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 0.92277832 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 128139.7
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 0.92197266 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0156s; samplesPerSecond = 81803.3
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 0.91518555 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 128648.4
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 0.89826660 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130388.7
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 0.92099609 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0102s; samplesPerSecond = 125989.2
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 0.91208496 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130359.5
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 0.90563965 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 129975.6
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 0.86149902 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130077.3
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 0.92324219 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130879.3
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 0.85822754 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0102s; samplesPerSecond = 125927.2
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 0.93676758 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128590.2
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 0.98405762 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 0.89987793 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130181.8
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 0.86152344 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130612.2
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 0.90434570 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129123.4
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 0.93366699 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0101s; samplesPerSecond = 126552.2
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 0.90590820 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0101s; samplesPerSecond = 126628.6
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 0.94233398 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130716.3
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 0.90996094 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129317.7
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 0.88688965 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130570.9
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 0.87780762 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0104s; samplesPerSecond = 123355.7
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 0.94069824 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129135.1
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 0.87260742 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 0.89978027 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0102s; samplesPerSecond = 125046.4
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 0.93361816 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 127679.5
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 0.88950195 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130764.4
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 0.89162598 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129685.9
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 0.95729980 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130862.0
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 0.90383301 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130688.3
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 0.89169922 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126130.7
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 0.90798340 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 128989.3
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 0.81555176 * 1280; EvalClassificationError = 0.26640625 * 1280; time = 0.0098s; samplesPerSecond = 130860.6
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 0.92307129 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130287.9
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 0.88815918 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130451.2
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 0.90112305 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127500.2
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 0.90153809 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128530.8
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 0.88708496 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130717.6
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 0.89560547 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 129996.8
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 0.90329590 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129797.7
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 0.89006348 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130731.0
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 0.92016602 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0101s; samplesPerSecond = 127102.7
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 0.85378418 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0102s; samplesPerSecond = 126035.1
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 0.90905762 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130895.4
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 0.85412598 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0100s; samplesPerSecond = 127778.9
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 0.92790527 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130216.3
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 0.93991699 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 127325.2
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 0.90568848 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130343.6
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 0.90417480 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 0.91901855 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 128912.7
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 0.91447754 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0102s; samplesPerSecond = 125932.2
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 0.97192383 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130363.5
01/16/2018 22:37:06:  Epoch[20 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 0.88222656 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128412.2
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 0.89865723 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129269.4
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 0.94165039 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130630.9
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 0.89565430 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0102s; samplesPerSecond = 126092.2
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 0.91342773 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130622.9
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 0.96044922 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130427.3
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 0.91125488 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127369.5
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 0.94497070 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 129983.5
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 0.92351074 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 126583.5
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 0.96289062 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0101s; samplesPerSecond = 127299.9
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 0.93666992 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130891.4
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 0.89931641 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130091.9
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 0.90017090 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128185.9
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 0.91042480 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130472.5
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 0.95693359 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0101s; samplesPerSecond = 126853.2
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 0.88513184 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128322.1
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 0.90454102 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130799.1
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 0.89377441 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0099s; samplesPerSecond = 129088.2
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 0.92692871 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130412.6
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 0.92431641 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130594.9
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 0.87761230 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130086.6
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 0.91074219 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130991.9
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 0.89763184 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127394.9
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 0.93063965 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 128999.7
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 0.91047363 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130180.5
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 0.91474609 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129813.5
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 0.88596191 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128439.3
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 0.95297852 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130982.5
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 0.94301758 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0101s; samplesPerSecond = 126453.5
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 0.94575195 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130541.6
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 0.93229980 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130625.6
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 0.91271973 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127450.7
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 0.89963379 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130024.5
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 0.95336914 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127613.3
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 0.93522949 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 128713.1
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 0.89958496 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130706.9
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 0.92614746 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130740.3
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 0.89345703 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130317.0
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 0.96047363 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130799.1
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 0.88308105 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0101s; samplesPerSecond = 127023.2
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 0.98579102 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127444.3
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 0.90756836 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130700.3
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 0.84663086 * 1280; EvalClassificationError = 0.26250000 * 1280; time = 0.0098s; samplesPerSecond = 130158.0
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 0.92270508 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130958.3
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 0.86479492 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 128729.9
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 0.94995117 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130927.5
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 0.94318848 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130781.7
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 0.89343262 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129442.0
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 0.90524902 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130233.5
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 0.89020996 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130836.5
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 0.92844238 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127491.3
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 0.88696289 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129089.5
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 0.91745605 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130087.9
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 0.89331055 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0102s; samplesPerSecond = 125976.8
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 0.91066895 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130616.2
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 0.89458008 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 128098.6
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 0.86892090 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129766.1
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 0.90234375 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130692.3
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 0.88420410 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128057.6
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 0.87946777 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128453.4
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 0.91337891 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130690.9
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 0.92971191 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0102s; samplesPerSecond = 125511.1
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 0.96501465 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129596.6
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 0.95834961 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130378.1
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 0.93745117 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0102s; samplesPerSecond = 126105.9
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 0.89831543 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130212.3
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 0.90017090 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130829.8
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 0.90617676 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 128754.5
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 0.90808105 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130360.8
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 0.88015137 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0100s; samplesPerSecond = 128412.2
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 0.90327148 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130046.9
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 0.88391113 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130391.4
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 0.86098633 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0100s; samplesPerSecond = 127929.6
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 0.92951660 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0102s; samplesPerSecond = 125676.2
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 0.93540039 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130689.6
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 0.89431152 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 128735.1
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 0.85214844 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0100s; samplesPerSecond = 128162.8
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 0.87556152 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130841.9
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 0.86132812 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0103s; samplesPerSecond = 124355.2
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 0.92690430 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130820.5
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 0.95859375 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127870.9
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 0.88549805 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129862.2
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 0.88986816 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130547.0
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 0.88637695 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0101s; samplesPerSecond = 126239.0
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 0.92941895 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127978.2
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 0.90375977 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130733.6
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 0.88354492 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 128802.4
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 0.93535156 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130776.4
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 0.96525879 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130791.1
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 0.95739746 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126288.8
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 0.87360840 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 128832.3
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 0.89902344 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130469.8
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 0.89951172 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128227.0
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 0.85112305 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130512.4
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 0.94536133 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0101s; samplesPerSecond = 126374.8
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 0.89360352 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130029.8
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 0.91889648 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130682.9
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 0.89257812 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0100s; samplesPerSecond = 127930.9
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 0.88149414 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 128250.1
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 0.92949219 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130021.8
01/16/2018 22:37:07:  Epoch[20 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 0.88740234 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129031.0
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 0.87666016 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 127008.1
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 0.98930664 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130126.3
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 0.92465820 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0103s; samplesPerSecond = 123848.6
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 0.88701172 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130536.3
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 0.91015625 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130971.7
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 0.87900391 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130293.2
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 0.97695312 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130978.4
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 0.89687500 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0106s; samplesPerSecond = 121168.5
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 0.92436523 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129135.1
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 0.81508789 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0098s; samplesPerSecond = 130840.5
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 0.87719727 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 128643.2
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 0.90639648 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0136s; samplesPerSecond = 94188.3
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 0.91987305 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130306.4
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 0.85473633 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130848.6
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 0.90185547 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 128344.0
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 0.87084961 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130696.3
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 0.94321289 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130417.9
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 0.88183594 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0101s; samplesPerSecond = 126376.1
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 0.86762695 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130903.4
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 0.90903320 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 128713.1
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 0.86586914 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0099s; samplesPerSecond = 129616.3
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 0.91860352 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130339.6
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 0.90488281 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130578.9
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 0.87661133 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130628.2
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 0.90756836 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130769.7
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 0.90185547 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129914.9
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 0.93491211 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131068.3
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 0.89257812 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0102s; samplesPerSecond = 125160.1
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 0.95664063 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130343.6
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 0.89111328 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130900.8
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 0.92666016 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 128233.4
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 0.96103516 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0101s; samplesPerSecond = 126315.0
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 0.92587891 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130888.7
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 0.93964844 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130114.4
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 0.93544922 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130844.6
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 0.84067383 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0098s; samplesPerSecond = 130500.4
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 0.84575195 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 127939.9
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 0.90380859 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130840.5
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 0.94375000 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0101s; samplesPerSecond = 127020.7
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 0.89770508 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0101s; samplesPerSecond = 126992.9
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 0.86259766 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130625.6
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 0.90673828 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129470.8
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 0.83979492 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0100s; samplesPerSecond = 128026.9
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 0.87304688 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130449.8
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 0.89038086 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128279.6
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 0.95332031 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130672.2
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 0.88369141 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130720.3
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 0.89736328 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128333.7
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 0.92617187 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130780.4
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 0.91547852 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128315.7
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 0.94775391 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129768.7
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 0.88349609 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130737.6
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 0.90908203 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0102s; samplesPerSecond = 125893.8
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 0.95483398 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128641.9
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 0.92177734 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130821.8
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 0.91928711 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130083.9
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 0.88159180 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0101s; samplesPerSecond = 126581.0
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 0.90214844 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129366.1
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 0.93281250 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 129958.5
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 0.88378906 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129457.7
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 0.92270508 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130428.6
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 0.90708008 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 128561.8
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 0.84516602 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130020.5
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 0.90468750 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128178.2
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 0.89331055 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128165.3
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 0.96220703 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130855.3
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 0.91889648 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128475.4
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 0.92094727 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 126220.3
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 0.91469727 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 131052.2
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 0.92827148 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130293.2
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 0.86787109 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0100s; samplesPerSecond = 127882.3
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 0.88330078 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130015.2
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 0.92734375 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127735.6
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 0.89921875 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130605.6
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 0.87734375 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0100s; samplesPerSecond = 127622.2
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 0.91079102 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129381.8
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 0.87612305 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130669.6
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 0.89277344 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 126246.4
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 0.96147461 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128178.2
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 0.88935547 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130673.6
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 0.88881836 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130113.0
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 0.87519531 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0100s; samplesPerSecond = 128324.7
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 0.92597656 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130266.6
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 0.88457031 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0100s; samplesPerSecond = 128084.5
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 0.91958008 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129320.4
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 0.87817383 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130652.2
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 0.94907227 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129302.1
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 0.94882813 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 0.91948242 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0102s; samplesPerSecond = 125932.2
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 0.89624023 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128297.7
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 0.93041992 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130283.9
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 0.86782227 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0101s; samplesPerSecond = 126736.4
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 0.86982422 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0100s; samplesPerSecond = 128506.3
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 0.93212891 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130749.7
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 0.89287109 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0101s; samplesPerSecond = 126258.9
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 0.90927734 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128385.2
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 0.92348633 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130650.9
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 0.91220703 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 128124.3
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 0.91508789 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130835.2
01/16/2018 22:37:08:  Epoch[20 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 0.89516602 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 127819.8
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 0.85527344 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129678.0
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 0.88232422 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130499.1
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 0.88535156 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0103s; samplesPerSecond = 124385.4
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 0.93022461 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129753.0
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 0.92553711 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130681.6
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 0.90747070 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0099s; samplesPerSecond = 129315.1
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 0.93920898 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0101s; samplesPerSecond = 126716.4
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 0.89843750 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130520.3
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 0.93793945 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 128644.5
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 0.91777344 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130076.0
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 0.90410156 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130136.8
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 0.94916992 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0101s; samplesPerSecond = 127038.3
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 0.90654297 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130633.6
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 0.91718750 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127840.2
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 0.94179687 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0102s; samplesPerSecond = 125367.3
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 0.94814453 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130605.6
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 0.87514648 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130222.9
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 0.91166992 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 127798.1
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 0.91411133 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130705.6
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 0.92846680 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129299.5
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 0.93710938 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129789.8
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 0.89970703 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130535.0
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 0.94252930 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 126155.6
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 0.89594727 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130908.8
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 0.93149414 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127937.3
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 0.93554688 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 129971.7
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 0.94506836 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130799.1
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 0.89892578 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0102s; samplesPerSecond = 125057.4
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 0.88735352 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130366.1
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 0.89184570 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130747.0
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 0.92885742 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130175.2
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 0.90395508 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0103s; samplesPerSecond = 124302.0
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 0.86411133 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130600.3
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 0.97211914 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130459.2
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 0.87934570 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 131025.4
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 0.88886719 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130632.2
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 0.95297852 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129755.6
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 0.91586914 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130465.8
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 0.93310547 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0101s; samplesPerSecond = 126972.8
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 0.90507812 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 128990.6
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 0.88432617 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130795.1
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 0.88505859 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 128645.8
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 0.91196289 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0102s; samplesPerSecond = 125923.5
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 0.92387695 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130673.6
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 0.92221680 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128372.3
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 0.93349609 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 128925.7
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 0.87509766 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130745.7
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 0.90268555 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0101s; samplesPerSecond = 126394.8
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 0.89702148 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130644.2
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 0.94614258 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127593.0
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 0.91250000 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 129951.9
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 0.89804688 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130755.0
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 0.90019531 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0104s; samplesPerSecond = 123648.8
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 0.89291992 * 1280; EvalClassificationError = 0.26796875 * 1280; time = 0.0099s; samplesPerSecond = 128841.3
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 0.91933594 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130706.9
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 0.84682617 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0099s; samplesPerSecond = 129703.0
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 0.85502930 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0101s; samplesPerSecond = 126779.1
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 0.87065430 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130512.4
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 0.92475586 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129938.7
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 0.88828125 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130221.6
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 0.91420898 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130400.7
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 0.91635742 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129521.9
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 0.88593750 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0101s; samplesPerSecond = 127318.8
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 0.95200195 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 128162.8
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 0.91953125 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128233.4
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 0.89311523 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130870.0
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 0.89248047 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0123s; samplesPerSecond = 104434.4
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 0.90678711 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127721.6
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 0.89248047 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130519.0
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 0.93413086 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129592.7
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 0.91596680 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130645.6
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 0.93930664 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129804.3
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 0.93383789 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127827.4
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 0.94033203 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 128934.8
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 0.91513672 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130509.7
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 0.95688477 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129897.8
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 0.90668945 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0101s; samplesPerSecond = 126764.1
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 0.86284180 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130561.6
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 0.94897461 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127824.9
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 0.87392578 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130857.9
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 0.91513672 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130366.1
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 0.94667969 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 127724.1
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 0.90849609 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130690.9
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 0.88647461 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128311.8
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 0.90083008 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130050.9
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 0.92612305 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130555.0
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 0.94165039 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129366.1
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 0.86118164 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128554.1
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 0.91206055 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129588.8
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 0.85097656 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0101s; samplesPerSecond = 126883.4
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 0.90263672 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130511.0
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 0.96479492 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128591.5
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 0.91118164 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0102s; samplesPerSecond = 126040.1
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 0.94125977 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130637.6
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 0.89443359 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129285.1
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 0.86533203 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 128786.9
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 0.88881836 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130622.9
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 0.88618164 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128452.2
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 0.91567383 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130710.9
01/16/2018 22:37:09:  Epoch[20 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 0.92128906 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 0.90561523 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128612.2
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 0.83554688 * 1280; EvalClassificationError = 0.26796875 * 1280; time = 0.0098s; samplesPerSecond = 130680.3
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 0.85888672 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0103s; samplesPerSecond = 124395.0
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 0.96977539 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 129646.5
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 0.87255859 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130849.9
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 0.86162109 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0099s; samplesPerSecond = 129226.4
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 0.86166992 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 128117.9
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 0.89057617 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130589.6
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 0.88178711 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 126496.0
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 0.87089844 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 127554.8
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 0.89199219 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130435.2
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 0.92539063 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129947.9
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 0.89194336 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0101s; samplesPerSecond = 126502.2
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 0.93310547 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130193.8
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 0.88862305 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 127968.0
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 0.88637695 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130676.2
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 0.88999023 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0100s; samplesPerSecond = 127523.1
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 0.92324219 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 127501.5
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 0.96064453 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130704.3
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 0.92260742 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129929.5
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 0.84555664 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0100s; samplesPerSecond = 128116.6
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 0.91420898 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129508.8
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 0.92299805 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 126624.9
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 0.90693359 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128574.7
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 0.86787109 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130605.6
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 0.91010742 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129474.7
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 0.88632813 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0102s; samplesPerSecond = 125939.6
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 0.92749023 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128572.1
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 0.89663086 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 128802.4
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 0.90595703 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130131.6
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 0.91079102 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129229.0
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 0.94604492 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0101s; samplesPerSecond = 126974.0
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 0.91083984 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 129965.1
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 0.88022461 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129144.2
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 0.87807617 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 0.96113281 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130727.0
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 0.91079102 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129079.1
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 0.92963867 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0102s; samplesPerSecond = 125281.4
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 0.86372070 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130425.9
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 0.90317383 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127645.1
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 0.95297852 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130744.3
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 0.94995117 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0102s; samplesPerSecond = 125094.1
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 0.93320313 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 127688.4
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 0.91845703 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130918.2
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 0.87636719 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130799.1
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 0.92314453 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130323.7
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 0.87885742 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130851.2
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 0.93237305 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130020.5
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 0.91220703 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129812.2
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 0.88745117 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129273.3
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 0.88393555 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129722.7
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 0.91025391 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129445.9
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 0.91069336 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 128945.2
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 0.92724609 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128354.3
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 0.89956055 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130662.9
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 0.89516602 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129868.8
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 0.94902344 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 128111.5
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 0.92626953 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130608.2
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 0.91186523 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129537.6
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 0.84018555 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0099s; samplesPerSecond = 129350.4
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 0.92348633 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130479.1
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 0.93657227 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129355.6
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 0.96142578 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0100s; samplesPerSecond = 127962.9
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 0.92573242 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130378.1
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 0.90112305 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129226.4
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 0.90209961 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130947.6
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 0.86069336 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130388.7
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 0.94140625 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0108s; samplesPerSecond = 118871.8
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 0.91352539 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130859.3
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 0.93066406 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 127459.6
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 0.95107422 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130613.6
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 0.92431641 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 131010.6
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 0.90585938 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 126241.5
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 0.92426758 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128354.3
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 0.90654297 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130290.5
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 0.95698242 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0099s; samplesPerSecond = 129778.0
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 0.95541992 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128264.2
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 0.80253906 * 1280; EvalClassificationError = 0.24609375 * 1280; time = 0.0098s; samplesPerSecond = 130811.1
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 0.93500977 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127624.8
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 0.96210938 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130491.1
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 0.92490234 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129268.1
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 0.90625000 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0102s; samplesPerSecond = 125970.6
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 0.88120117 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130926.2
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 0.85327148 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0098s; samplesPerSecond = 130504.4
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 0.89023438 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129891.2
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 0.90073242 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130440.5
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 0.89599609 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 128890.6
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 0.89267578 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 126222.8
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 0.88247070 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130805.8
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 0.96206055 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 127962.9
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 0.92124023 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130600.3
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 0.88613281 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 127571.4
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 0.89345703 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0102s; samplesPerSecond = 125939.6
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 0.89545898 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130594.9
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 0.89565430 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 127102.7
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 0.88149414 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130110.4
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 0.91767578 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130641.6
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 0.94580078 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 128306.7
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 0.98911133 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129062.2
01/16/2018 22:37:10:  Epoch[20 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 0.95346680 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130364.8
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 0.93696289 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130391.4
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 0.92504883 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0102s; samplesPerSecond = 125457.0
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 0.94760742 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130602.9
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 0.91093750 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127984.6
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 0.94018555 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130748.3
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 0.88247070 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129903.1
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 0.92143555 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0101s; samplesPerSecond = 126977.8
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 0.87124023 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130689.6
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 0.90712891 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0099s; samplesPerSecond = 129360.9
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 0.90976563 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130008.6
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 0.88471680 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130448.5
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 0.84667969 * 1280; EvalClassificationError = 0.26015625 * 1280; time = 0.0099s; samplesPerSecond = 129799.0
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 0.92631836 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127383.5
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 0.86958008 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130175.2
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 0.90815430 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127876.0
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 0.90053711 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130600.3
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 0.86943359 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 127562.5
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 0.85986328 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0101s; samplesPerSecond = 126588.5
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 0.88266602 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130649.6
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 0.96123047 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130410.0
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 0.87050781 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129192.4
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 0.92070312 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130035.0
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 0.98227539 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0101s; samplesPerSecond = 127278.3
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 0.92583008 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129183.3
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 0.92915039 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130732.3
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 0.92495117 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128082.0
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 0.96596680 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130563.0
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 0.90512695 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130347.6
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 0.91503906 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128130.7
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 0.94995117 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130702.9
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 0.85810547 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0099s; samplesPerSecond = 129060.9
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 1.00375977 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0101s; samplesPerSecond = 126996.7
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 0.87563477 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129612.4
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 0.87421875 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130279.9
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 0.92817383 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130588.3
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 0.95288086 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130592.3
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 0.89848633 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129859.6
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 0.89267578 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0100s; samplesPerSecond = 128638.0
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 0.89653320 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0099s; samplesPerSecond = 129621.6
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 0.89409180 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0107s; samplesPerSecond = 119702.2
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 0.88813477 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130592.3
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 0.91489258 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 129973.0
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 0.89233398 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0101s; samplesPerSecond = 126875.9
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 0.86723633 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130853.9
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 0.97250977 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 128221.8
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 0.96655273 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 128559.2
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 0.90253906 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130855.3
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 0.94628906 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 127697.4
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 0.91005859 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127725.4
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 0.86313477 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130895.4
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 0.92221680 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 129992.8
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 0.90595703 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129249.8
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 0.93071289 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130318.4
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 0.92465820 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128034.6
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 0.87456055 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130918.2
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 0.93623047 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129683.3
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 0.93286133 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0101s; samplesPerSecond = 127140.5
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 0.91958008 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130513.7
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 0.89687500 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129366.1
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 0.91528320 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 128860.8
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 0.83432617 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0098s; samplesPerSecond = 130336.9
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 0.91152344 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127664.2
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 0.92958984 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0102s; samplesPerSecond = 125236.0
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 0.87602539 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130833.9
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 0.91933594 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 127598.1
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 0.92197266 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130751.0
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 0.99340820 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0100s; samplesPerSecond = 127902.8
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 0.90688477 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128355.5
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 0.93652344 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130828.5
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 0.85161133 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0100s; samplesPerSecond = 128123.0
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 0.91875000 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129145.5
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 0.86323242 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0098s; samplesPerSecond = 130362.2
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 0.93808594 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0206s; samplesPerSecond = 62177.6
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 0.95229492 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130997.2
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 0.95834961 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0100s; samplesPerSecond = 128640.6
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 0.87094727 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0103s; samplesPerSecond = 123690.6
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 0.85581055 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 0.96650391 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0099s; samplesPerSecond = 128871.2
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 0.92768555 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130892.7
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 0.92099609 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 127851.7
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 0.92099609 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 128286.1
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 0.95839844 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130883.4
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 0.92739258 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 127923.2
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 0.90893555 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 128777.8
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 0.91367188 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130990.5
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 0.90366211 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129766.1
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 0.88291016 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128301.5
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 0.87851563 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130880.7
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 0.85498047 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0100s; samplesPerSecond = 127504.0
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 0.90830078 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130682.9
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 0.85141602 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 131148.9
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 0.88950195 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0105s; samplesPerSecond = 122319.5
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 0.87045898 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130817.8
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 0.90527344 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129409.3
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 0.99414062 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0100s; samplesPerSecond = 127902.8
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 0.83530273 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0098s; samplesPerSecond = 130455.2
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 0.94106445 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129389.6
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 0.90126953 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130209.7
01/16/2018 22:37:11:  Epoch[20 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 0.87158203 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 131105.9
01/16/2018 22:37:12:  Epoch[20 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 0.93291016 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130364.8
01/16/2018 22:37:12:  Epoch[20 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 0.84404297 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0099s; samplesPerSecond = 128819.3
01/16/2018 22:37:12:  Epoch[20 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 0.95141602 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 131088.4
01/16/2018 22:37:12:  Epoch[20 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 0.83334961 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0100s; samplesPerSecond = 128183.3
01/16/2018 22:37:12:  Epoch[20 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 0.87299805 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130670.9
01/16/2018 22:37:12:  Epoch[20 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 0.91889648 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130077.3
01/16/2018 22:37:12:  Epoch[20 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 0.86069336 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 128465.0
01/16/2018 22:37:12:  Epoch[20 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 0.90449219 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130978.4
01/16/2018 22:37:12:  Epoch[20 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 0.94003906 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130780.4
01/16/2018 22:37:12:  Epoch[20 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 0.92124023 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0101s; samplesPerSecond = 127106.4
01/16/2018 22:37:12:  Epoch[20 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 0.95668945 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130744.3
01/16/2018 22:37:12:  Epoch[20 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 0.90004883 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0101s; samplesPerSecond = 127011.8
01/16/2018 22:37:12:  Epoch[20 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 0.83334961 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0102s; samplesPerSecond = 125117.3
01/16/2018 22:37:12:  Epoch[20 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 0.91108398 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130883.4
01/16/2018 22:37:12:  Epoch[20 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 0.91342773 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 126726.4
01/16/2018 22:37:12:  Epoch[20 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 0.86972656 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130391.4
01/16/2018 22:37:12:  Epoch[20 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 0.97246094 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128116.6
01/16/2018 22:37:12:  Epoch[20 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 0.93774414 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 128212.8
01/16/2018 22:37:12:  Epoch[20 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 0.93496094 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130803.1
01/16/2018 22:37:12: Finished Epoch[20 of 25]: [Training] CrossEntropyWithSoftmax = 0.90930812 * 1124823; EvalClassificationError = 0.29627861 * 1124823; totalSamplesSeen = 22496460; learningRatePerSample = 2.3841858e-07; epochTime=8.80874s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:37:12: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.23335754 * 122487; perplexity = 3.43273575; EvalClassificationError = 0.38826161 * 122487
01/16/2018 22:37:12: Finished Epoch[20 of 25]: [Validate] CrossEntropyWithSoftmax = 1.23335754 * 122487; EvalClassificationError = 0.38826161 * 122487
01/16/2018 22:37:12: Loading (rolling back to) previous model with best training-criterion value: /tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.19.
ValidateSubNetwork: InvStdOfFeatures InvStdDev operation changed, from [792 x 1] to [792].ValidateSubNetwork: MeanOfFeatures Mean operation changed, from [792 x 1] to [792].ValidateSubNetwork: Prior Mean operation changed, from [183 x 1] to [183].01/16/2018 22:37:12: learnRatePerSample reduced to 1.1920929e-07
01/16/2018 22:37:12: SGD: revoke back to and update checkpoint file for epoch 19

01/16/2018 22:37:12: Starting Epoch 20: learning rate per sample = 0.000000  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 19: frames [21371637..22496460] (first utterance at frame 21371637), data subset 0 of 1, with 1 datapasses

01/16/2018 22:37:12: Starting minibatch loop.
01/16/2018 22:37:12:  Epoch[20 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 0.91150227 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128365.8
01/16/2018 22:37:12:  Epoch[20 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 0.87766418 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 128592.8
01/16/2018 22:37:12:  Epoch[20 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 0.91706600 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131089.8
01/16/2018 22:37:12:  Epoch[20 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 0.88486862 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0102s; samplesPerSecond = 126058.7
01/16/2018 22:37:12:  Epoch[20 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 0.95974197 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130544.3
01/16/2018 22:37:12:  Epoch[20 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 0.90519295 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130122.3
01/16/2018 22:37:12:  Epoch[20 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 0.91682472 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127682.1
01/16/2018 22:37:12:  Epoch[20 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 0.91440353 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127521.8
01/16/2018 22:37:12:  Epoch[20 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 0.92644196 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130439.2
01/16/2018 22:37:12:  Epoch[20 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 0.95430832 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 128818.0
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 0.87398300 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0105s; samplesPerSecond = 122427.1
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 0.87279282 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130723.0
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 0.92329559 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0102s; samplesPerSecond = 125151.6
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 0.88584061 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131177.1
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 0.90036392 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130993.2
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 0.94649353 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 131007.9
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 0.93531189 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131048.2
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 0.94097748 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 126955.2
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 0.86738739 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0100s; samplesPerSecond = 128533.4
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 0.90395355 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131152.9
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 0.91659546 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130200.4
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 0.87956390 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0101s; samplesPerSecond = 126680.0
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 0.92513275 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130825.8
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 0.94106445 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0101s; samplesPerSecond = 126522.2
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 0.87702179 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 128648.4
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 0.89196625 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130645.6
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 0.96867828 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 127656.6
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 0.90075989 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128203.8
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 0.93071136 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130983.8
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 0.91088257 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130052.2
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 0.96691895 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130886.0
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 0.93485107 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127742.0
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 0.88588257 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 131014.6
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 0.94770203 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0097s; samplesPerSecond = 131319.8
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 0.89488525 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130156.7
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 0.89317627 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130508.4
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 0.95959167 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130999.9
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 0.93411865 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0102s; samplesPerSecond = 125791.1
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 0.91968994 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130732.3
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 0.87337341 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130653.6
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 0.87186890 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129735.9
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 0.90845642 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130951.7
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 0.98340149 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127680.8
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 0.87884216 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0100s; samplesPerSecond = 127678.3
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 0.91330566 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130981.1
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 0.92023315 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130473.8
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 0.95808716 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130568.3
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 0.82636719 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0098s; samplesPerSecond = 131144.9
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 0.92467957 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127425.3
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 0.93756104 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 131081.7
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 0.89413147 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129206.8
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 0.94285889 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129493.1
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 0.90837097 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130658.9
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 0.93545837 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0101s; samplesPerSecond = 126982.9
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 0.86553040 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 131017.3
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 0.93258057 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 131045.5
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 0.91199036 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 131197.3
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 0.91178589 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 128788.2
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 0.90002441 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 131123.4
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 0.92807617 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128152.5
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 0.91283569 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128380.0
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 0.86813354 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130973.1
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 0.90390015 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0102s; samplesPerSecond = 125997.9
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 0.88646240 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130386.1
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 0.92175293 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130232.2
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 0.88376465 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130118.3
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 0.94407959 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130990.5
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 0.84707642 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128349.1
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 0.88010864 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129638.6
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 0.91934204 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130493.7
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 0.88416138 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 129966.4
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 0.88941650 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130735.0
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 0.93085938 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130896.7
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 0.97866211 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0100s; samplesPerSecond = 128609.6
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 0.89734497 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 131058.9
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 0.92434692 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0101s; samplesPerSecond = 126374.8
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 0.86828003 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 131140.8
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 0.89701538 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 131053.5
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 0.88754883 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 128798.6
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 0.94157104 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130376.8
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 0.92804565 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130812.5
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 0.95236206 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128026.9
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 0.90816040 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127399.9
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 0.91590576 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131170.4
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 0.90743408 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0101s; samplesPerSecond = 126746.5
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 0.91969604 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130851.2
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 0.91680908 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130046.9
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 0.89970093 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0101s; samplesPerSecond = 126919.9
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 0.91734009 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131099.2
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 0.90498047 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127860.6
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 0.92196655 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130114.4
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 0.87684937 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 0.92041016 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 127807.0
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 0.90537109 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129618.9
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 0.91741943 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130463.1
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 0.92650146 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130159.3
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 0.92812500 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 131052.2
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 0.91763306 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130207.0
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 0.82423706 * 1280; EvalClassificationError = 0.26640625 * 1280; time = 0.0099s; samplesPerSecond = 128748.0
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 0.90088501 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0105s; samplesPerSecond = 122193.4
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 0.94748535 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0160s; samplesPerSecond = 80074.6
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 0.98922119 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 129951.9
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 0.88529663 * 1280; EvalClassificationError = 0.26171875 * 1280; time = 0.0104s; samplesPerSecond = 122697.0
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 0.85255127 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130342.3
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 0.91315918 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 129957.2
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 0.93026123 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130437.9
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 0.96548462 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130796.4
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 0.86606445 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0102s; samplesPerSecond = 125895.0
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 0.94822388 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129167.7
01/16/2018 22:37:13:  Epoch[20 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 0.93875122 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130935.6
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 0.95529175 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130443.2
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 0.89341431 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131261.9
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 0.85549316 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0101s; samplesPerSecond = 126432.2
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 0.87382812 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128421.2
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 0.92823486 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130934.2
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 0.85975342 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130544.3
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 0.88048096 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130875.3
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 0.92004395 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130887.4
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 0.91436768 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 128891.9
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 0.98903809 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130521.7
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 0.95554199 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 131210.7
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 0.92803955 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128356.8
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 0.88789063 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 131104.6
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 0.85175781 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0103s; samplesPerSecond = 124858.6
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 0.91396484 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0102s; samplesPerSecond = 125968.1
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 0.98914795 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130987.8
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 0.86541748 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130415.3
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 0.95861816 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 128503.7
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 0.93415527 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131052.2
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 0.91938477 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129641.3
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 0.89112549 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 128783.0
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 0.97824707 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 131132.8
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 0.91000977 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 128475.4
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 0.87840576 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130959.7
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 0.92962646 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 128484.4
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 0.91761475 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129020.6
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 0.85318604 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130780.4
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 0.91053467 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 126646.2
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 0.88006592 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 128678.1
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 0.82135010 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0098s; samplesPerSecond = 131257.8
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 0.89138184 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129893.9
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 0.93116455 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 131135.4
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 0.97423096 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131252.4
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 0.99296875 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130573.6
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 1.01259766 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130803.1
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 0.87425537 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0100s; samplesPerSecond = 127459.6
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 0.93367920 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 129404.0
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 0.87667236 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 131116.6
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 0.92241211 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 128777.8
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 0.93951416 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128639.3
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 0.93933105 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 131024.0
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 0.89217529 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129003.6
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 0.92949219 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128207.7
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 0.88134766 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130900.8
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 0.91213379 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129843.8
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 0.92402344 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130989.2
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 0.93364258 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128141.0
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 0.89428711 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128461.2
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 0.89880371 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 0.88723145 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131065.6
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 0.84132080 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130586.9
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 0.85438232 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130741.7
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 0.96938477 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0103s; samplesPerSecond = 124221.2
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 0.86096191 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 129103.8
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 0.96064453 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130344.9
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 0.86697998 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0110s; samplesPerSecond = 115949.4
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 0.89643555 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127712.6
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 0.89865723 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 131012.0
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 0.92884521 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129251.2
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 0.87822266 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131009.3
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 0.87590332 * 1280; EvalClassificationError = 0.26171875 * 1280; time = 0.0100s; samplesPerSecond = 127850.4
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 0.87602539 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 131154.3
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 0.89565430 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 131130.1
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 0.93282471 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128595.4
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 0.94066162 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128288.6
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 0.92194824 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 131075.0
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 0.96713867 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129688.5
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 0.86317139 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128260.4
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 0.89326172 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130978.4
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 0.93780518 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130429.9
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 0.89772949 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130815.1
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 0.86357422 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0100s; samplesPerSecond = 127938.6
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 0.95266113 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128456.0
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 0.91103516 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130173.9
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 0.92835693 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 128819.3
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 0.89545898 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131147.5
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 0.90466309 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131165.0
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 0.93725586 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0102s; samplesPerSecond = 125934.7
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 0.92440186 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130914.1
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 0.92186279 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 131232.3
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 0.87122803 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 131058.9
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 0.92244873 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131092.5
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 0.98323975 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0101s; samplesPerSecond = 126277.6
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 0.90877686 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130340.9
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 0.93443604 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131142.2
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 0.92365723 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 126567.3
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 0.94696045 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0101s; samplesPerSecond = 127222.7
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 0.93535156 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 131032.1
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 0.90526123 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128105.0
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 0.93629150 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 128533.4
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 0.86263428 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131017.3
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 0.90754395 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129126.0
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 0.95026855 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127379.7
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 0.93049316 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131099.2
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 0.94691162 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 128333.7
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 0.81546631 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130979.8
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 0.90281982 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0099s; samplesPerSecond = 129666.2
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 0.90541992 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128219.3
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 0.97276611 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0097s; samplesPerSecond = 131423.6
01/16/2018 22:37:14:  Epoch[20 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 0.88808594 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 127870.9
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 0.87603760 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 126951.4
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 0.88830566 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130380.8
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 0.91463623 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0102s; samplesPerSecond = 125848.0
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 0.88461914 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128604.4
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 0.95075684 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 131088.4
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 0.91622314 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 131119.3
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 0.92545166 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130841.9
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 0.92135010 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 127510.4
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 0.91365967 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130690.9
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 0.85959473 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130959.7
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 0.88338623 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 129837.2
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 0.85363770 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130068.1
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 0.95808105 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130425.9
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 0.84555664 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0100s; samplesPerSecond = 128241.1
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 0.90307617 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 128797.3
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 0.92131348 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130973.1
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 0.91386719 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130168.6
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 0.92089844 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131052.2
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 0.97355957 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 127530.7
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 0.93347168 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0101s; samplesPerSecond = 127296.1
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 0.90483398 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130907.5
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 0.90874023 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130287.9
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 0.89582520 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128436.7
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 0.90029297 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130971.7
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 0.92905273 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129341.3
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 0.86574707 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131029.4
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 0.90156250 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130776.4
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 0.93779297 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0102s; samplesPerSecond = 125801.0
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 0.91284180 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130898.1
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 0.91606445 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129033.6
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 0.95563965 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129175.5
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 0.90209961 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130863.3
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 0.96667480 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 128749.3
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 0.94841309 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130648.2
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 0.93947754 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130593.6
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 0.93115234 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129063.5
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 0.93500977 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130829.8
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 0.87175293 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131101.9
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 0.94846191 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127692.3
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 0.86049805 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130985.2
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 0.88569336 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0100s; samplesPerSecond = 128328.5
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 0.90190430 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129336.0
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 0.94025879 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130684.3
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 0.90922852 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129251.2
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 0.91779785 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130417.9
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 0.90095215 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130915.5
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 0.94848633 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130705.6
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 0.84865723 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0099s; samplesPerSecond = 129379.2
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 0.91608887 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129308.6
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 0.89067383 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129921.5
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 0.90048828 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131001.2
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 0.90241699 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130879.3
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 0.86542969 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0101s; samplesPerSecond = 127078.7
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 0.97114258 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 131116.6
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 0.91032715 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 127237.8
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 0.89873047 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 131104.6
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 0.82062988 * 1280; EvalClassificationError = 0.25781250 * 1280; time = 0.0098s; samplesPerSecond = 131173.1
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 0.85383301 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0100s; samplesPerSecond = 128401.9
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 0.86584473 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 129824.0
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 0.83981934 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0098s; samplesPerSecond = 130763.0
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 0.89189453 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0102s; samplesPerSecond = 124893.9
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 0.89118652 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130731.0
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 0.97624512 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129229.0
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 0.95358887 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0102s; samplesPerSecond = 125974.3
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 0.91359863 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130868.6
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 0.88720703 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127814.7
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 0.94956055 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129167.7
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 0.93779297 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130971.7
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 0.90817871 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131025.4
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 0.90197754 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 129184.6
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 0.93837891 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130979.8
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 0.90270996 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130604.2
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 0.88911133 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131230.9
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 0.92131348 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0101s; samplesPerSecond = 127217.6
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 0.88842773 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128010.2
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 0.89282227 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130991.9
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 0.90187988 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130144.8
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 0.86137695 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0099s; samplesPerSecond = 128779.1
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 0.98154297 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 131191.9
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 0.93754883 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128261.7
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 0.86513672 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129879.4
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 0.87592773 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 130949.0
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 0.92250977 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128000.0
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 0.90625000 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 0.94040527 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127694.8
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 0.91723633 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 129992.8
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 0.86086426 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130959.7
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 0.96655273 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130692.3
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 0.89082031 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128512.8
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 0.98215332 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130900.8
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 0.88898926 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 126955.2
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 0.92138672 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130264.0
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 0.85402832 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 131130.1
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 0.93876953 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127821.1
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 0.88312988 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130204.4
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 0.84196777 * 1280; EvalClassificationError = 0.26640625 * 1280; time = 0.0100s; samplesPerSecond = 127473.5
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 0.92282715 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130319.7
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 0.90048828 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 131036.1
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 0.92275391 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 128937.4
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 0.92197266 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 126948.9
01/16/2018 22:37:15:  Epoch[20 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 0.91518555 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130904.8
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 0.89826660 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130326.3
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 0.92099609 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0101s; samplesPerSecond = 126999.2
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 0.91208496 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130954.3
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 0.90563965 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129615.0
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 0.86152344 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 128964.7
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 0.92324219 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 131013.3
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 0.85825195 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128459.9
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 0.93679199 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130879.3
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 0.98403320 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129309.9
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 0.89987793 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129584.8
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 0.86149902 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130821.8
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 0.90434570 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130366.1
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 0.93366699 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 128733.8
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 0.90588379 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130993.2
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 0.94230957 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 126427.2
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 0.90996094 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130449.8
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 0.88686523 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130529.7
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 0.87780762 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0103s; samplesPerSecond = 123964.9
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 0.94069824 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130902.1
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 0.87260742 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130221.6
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 0.89978027 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130427.3
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 0.93361816 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 131062.9
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 0.88952637 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129231.6
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 0.89162598 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128178.2
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 0.95729980 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 131263.2
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 0.90380859 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130193.8
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 0.89169922 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126756.5
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 0.90798340 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131148.9
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 0.81555176 * 1280; EvalClassificationError = 0.26640625 * 1280; time = 0.0100s; samplesPerSecond = 127905.4
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 0.92307129 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130825.8
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 0.88818359 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129159.9
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 0.90112305 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 128126.8
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 0.90153809 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131071.0
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 0.88708496 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 128916.6
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 0.89560547 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129922.9
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 0.90329590 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130719.0
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 0.89003906 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129916.3
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 0.92014160 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 128810.2
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 0.85378418 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130461.8
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 0.90905762 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127377.1
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 0.85410156 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0097s; samplesPerSecond = 131375.0
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 0.92790527 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129814.8
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 0.93989258 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128565.7
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 0.90566406 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130969.1
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 0.90417480 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129004.9
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 0.91901855 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129874.1
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 0.91447754 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130681.6
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 0.97192383 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 127809.6
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 0.88222656 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129810.9
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 0.89865723 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130700.3
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 0.94165039 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128623.8
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 0.89565430 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131032.1
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 0.91342773 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0101s; samplesPerSecond = 126953.9
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 0.96040039 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 129325.6
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 0.91127930 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130262.7
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 0.94497070 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129946.6
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 0.92351074 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128309.2
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 0.96286621 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130870.0
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 0.93666992 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129103.8
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 0.89926758 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128546.3
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 0.90017090 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 131120.7
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 0.91042480 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 131054.9
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 0.95693359 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 131124.7
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 0.88510742 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128306.7
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 0.90454102 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0100s; samplesPerSecond = 128450.9
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 0.89377441 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130860.6
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 0.92690430 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 131150.2
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 0.92431641 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128234.7
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 0.87758789 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 131161.0
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 0.91071777 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130740.3
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 0.89760742 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130720.3
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 0.93063965 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131249.7
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 0.91044922 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0101s; samplesPerSecond = 127287.2
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 0.91469727 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 131200.0
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 0.88593750 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 128810.2
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 0.95295410 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130122.3
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 0.94299316 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 131073.7
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 0.94575195 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 127032.0
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 0.93227539 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129359.6
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 0.91271973 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 131183.8
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 0.89958496 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130853.9
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 0.95334473 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 0.93522949 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130598.9
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 0.89958496 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129098.6
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 0.92614746 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0097s; samplesPerSecond = 131298.2
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 0.89345703 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130303.8
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 0.96047363 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 129787.2
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 0.88308105 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 130983.8
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 0.98579102 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128445.7
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 0.90756836 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127867.0
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 0.84658203 * 1280; EvalClassificationError = 0.26250000 * 1280; time = 0.0098s; samplesPerSecond = 130912.8
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 0.92265625 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130428.6
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 0.86479492 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 127353.0
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 0.94997559 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130767.0
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 0.94318848 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0100s; samplesPerSecond = 128619.9
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 0.89343262 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130934.2
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 0.90524902 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130343.6
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 0.89020996 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128389.0
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 0.92841797 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130672.2
01/16/2018 22:37:16:  Epoch[20 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 0.88696289 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129155.9
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 0.91745605 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129641.3
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 0.89328613 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130902.1
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 0.91069336 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 126621.1
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 0.89458008 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130678.9
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 0.86892090 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 131058.9
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 0.90234375 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129451.1
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 0.88420410 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131012.0
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 0.87941895 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0101s; samplesPerSecond = 126862.0
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 0.91335449 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130508.4
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 0.92968750 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 131108.6
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 0.96501465 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130140.8
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 0.95834961 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 131135.4
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 0.93742676 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131014.6
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 0.89831543 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0101s; samplesPerSecond = 126338.6
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 0.90017090 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130366.1
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 0.90617676 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127670.6
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 0.90808105 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129018.0
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 0.88015137 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 131139.5
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 0.90327148 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128499.9
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 0.88386230 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130476.4
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 0.86088867 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130399.3
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 0.92946777 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130970.4
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 0.93540039 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128288.6
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 0.89431152 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 131174.4
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 0.85214844 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0099s; samplesPerSecond = 129854.3
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 0.87553711 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0099s; samplesPerSecond = 129397.5
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 0.86132812 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130875.3
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 0.92690430 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0101s; samplesPerSecond = 126720.1
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 0.95859375 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131278.0
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 0.88547363 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130674.9
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 0.88984375 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129858.3
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 0.88637695 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 131103.2
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 0.92941895 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128405.8
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 0.90378418 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130686.9
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 0.88352051 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 131170.4
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 0.93535156 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 127977.0
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 0.96523437 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 128714.4
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 0.95739746 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130991.9
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 0.87365723 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 128815.4
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 0.89897461 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0097s; samplesPerSecond = 131333.2
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 0.89951172 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 127272.0
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 0.85112305 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130783.1
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 0.94541016 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 131092.5
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 0.89360352 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 128907.5
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 0.91889648 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130654.9
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 0.89257812 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130927.5
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 0.88149414 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127868.3
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 0.92949219 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0101s; samplesPerSecond = 126371.1
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 0.88740234 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130728.3
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 0.87666016 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 128599.3
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 0.98930664 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130282.6
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 0.92470703 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129274.6
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 0.88706055 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0102s; samplesPerSecond = 125907.4
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 0.91010742 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130971.7
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 0.87900391 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 128569.6
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 0.97695312 * 1280; EvalClassificationError = 0.33203125 * 1280; time = 0.0098s; samplesPerSecond = 130121.0
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 0.89687500 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0098s; samplesPerSecond = 130543.0
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 0.92436523 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128125.6
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 0.81508789 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0099s; samplesPerSecond = 128851.7
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 0.87719727 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129122.1
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 0.90639648 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0103s; samplesPerSecond = 123792.3
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 0.91987305 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130862.0
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 0.85473633 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0100s; samplesPerSecond = 127530.7
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 0.90185547 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0101s; samplesPerSecond = 127303.6
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 0.87080078 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131187.9
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 0.94321289 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0103s; samplesPerSecond = 124331.0
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 0.88178711 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130912.8
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 0.86762695 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131221.5
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 0.90898437 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0101s; samplesPerSecond = 126853.2
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 0.86591797 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0100s; samplesPerSecond = 127946.3
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 0.91855469 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0097s; samplesPerSecond = 131357.5
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 0.90488281 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130760.4
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 0.87661133 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130994.5
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 0.90756836 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131083.1
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 0.90185547 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130256.0
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 0.93491211 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130572.3
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 0.89257812 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131280.7
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 0.95664063 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0103s; samplesPerSecond = 124462.8
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 0.89111328 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130974.4
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 0.92666016 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129159.9
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 0.96098633 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128617.4
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 0.92587891 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130833.9
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 0.93964844 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128582.5
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 0.93535156 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0097s; samplesPerSecond = 131290.1
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 0.84067383 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0098s; samplesPerSecond = 131221.5
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 0.84575195 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130681.6
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 0.90380859 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131058.9
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 0.94375000 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0101s; samplesPerSecond = 127191.1
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 0.89770508 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0100s; samplesPerSecond = 128582.5
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 0.86264648 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 131018.7
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 0.90673828 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127942.4
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 0.83979492 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 129279.9
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 0.87304688 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 131245.7
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 0.89042969 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 128764.9
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 0.95332031 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130769.7
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 0.88364258 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129776.6
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 0.89736328 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129422.4
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 0.92617187 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131139.5
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 0.91542969 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130653.6
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 0.94775391 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128132.0
01/16/2018 22:37:17:  Epoch[20 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 0.88349609 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130666.9
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 0.90908203 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 128953.0
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 0.95483398 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0102s; samplesPerSecond = 126031.4
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 0.92182617 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 131084.4
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 0.91928711 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131240.3
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 0.88159180 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0173s; samplesPerSecond = 73991.9
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 0.90219727 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127572.6
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 0.93276367 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130959.7
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 0.88374023 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130152.7
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 0.92270508 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0097s; samplesPerSecond = 131302.3
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 0.90708008 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130982.5
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 0.84511719 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0100s; samplesPerSecond = 127855.5
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 0.90468750 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 0.89331055 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 128799.8
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 0.96220703 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 128768.7
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 0.91889648 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130772.4
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 0.92094727 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128289.9
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 0.91469727 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0100s; samplesPerSecond = 128110.2
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 0.92827148 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131139.5
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 0.86782227 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0099s; samplesPerSecond = 129780.6
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 0.88334961 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 128645.8
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 0.92739258 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130539.0
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 0.89921875 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 128247.5
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 0.87734375 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 131220.1
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 0.91079102 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128439.3
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 0.87612305 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127890.0
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 0.89277344 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130924.9
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 0.96147461 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0101s; samplesPerSecond = 126736.4
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 0.88935547 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129153.3
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 0.88881836 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 131150.2
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 0.87519531 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0098s; samplesPerSecond = 130626.9
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 0.92597656 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130713.6
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 0.88457031 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0098s; samplesPerSecond = 131154.3
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 0.91958008 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130553.6
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 0.87812500 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 131226.9
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 0.94902344 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0111s; samplesPerSecond = 115321.5
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 0.94882813 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129222.4
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 0.91948242 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 131116.6
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 0.89624023 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127443.1
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 0.93037109 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128216.7
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 0.86782227 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 131200.0
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 0.86982422 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130432.6
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 0.93212891 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128053.8
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 0.89287109 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0098s; samplesPerSecond = 131076.4
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 0.90927734 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 129954.5
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 0.92348633 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129031.0
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 0.91230469 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131021.4
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 0.91508789 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127828.7
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 0.89521484 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130725.6
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 0.85522461 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 0.88232422 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130298.5
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 0.88535156 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131048.2
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 0.93022461 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0103s; samplesPerSecond = 123909.7
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 0.92553711 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129436.7
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 0.90747070 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 131003.9
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 0.93920898 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128395.5
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 0.89843750 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 126389.8
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 0.93789062 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130771.0
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 0.91777344 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 128849.1
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 0.90405273 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130840.5
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 0.94916992 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 128089.7
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 0.90654297 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129810.9
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 0.91728516 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130950.3
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 0.94184570 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0102s; samplesPerSecond = 125981.8
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 0.94819336 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0102s; samplesPerSecond = 125234.8
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 0.87519531 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131132.8
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 0.91171875 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129498.3
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 0.91411133 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 127851.7
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 0.92846680 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131206.7
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 0.93710938 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130472.5
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 0.89970703 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130008.6
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 0.94248047 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 131280.7
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 0.89594727 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128622.5
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 0.93149414 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130908.8
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 0.93554688 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 128786.9
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 0.94506836 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129405.3
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 0.89892578 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130831.2
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 0.88735352 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0103s; samplesPerSecond = 124626.4
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 0.89179688 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130761.7
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 0.92885742 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130614.9
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 0.90390625 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130743.0
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 0.86411133 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129073.9
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 0.97211914 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130816.5
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 0.87934570 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 128872.5
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 0.88886719 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131003.9
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 0.95297852 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130398.0
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 0.91586914 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130091.9
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 0.93310547 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0097s; samplesPerSecond = 131302.3
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 0.90502930 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 128525.7
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 0.88432617 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 128705.3
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 0.88500977 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130961.0
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 0.91196289 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 128798.6
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 0.92382812 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 127287.2
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 0.92221680 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 131042.8
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 0.93349609 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129529.7
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 0.87509766 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130582.9
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 0.90268555 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 128890.6
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 0.89697266 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 129195.1
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 0.94614258 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130817.8
01/16/2018 22:37:18:  Epoch[20 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 0.91250000 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 128283.5
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 0.89804688 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128295.1
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 0.90024414 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130784.4
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 0.89291992 * 1280; EvalClassificationError = 0.26796875 * 1280; time = 0.0101s; samplesPerSecond = 126134.5
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 0.91933594 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130058.8
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 0.84682617 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0098s; samplesPerSecond = 130828.5
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 0.85507813 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0100s; samplesPerSecond = 127985.9
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 0.87070313 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131167.7
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 0.92475586 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131229.6
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 0.88828125 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130613.6
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 0.91420898 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130860.6
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 0.91635742 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130719.0
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 0.88593750 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128497.3
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 0.95195312 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130604.2
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 0.91953125 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129068.7
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 0.89311523 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130926.2
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 0.89243164 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 127899.0
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 0.90678711 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129268.1
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 0.89243164 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 131182.5
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 0.93413086 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130383.4
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 0.91596680 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130162.0
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 0.93930664 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 131101.9
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 0.93383789 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130544.3
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 0.94033203 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127694.8
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 0.91513672 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130946.3
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 0.95688477 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 128789.5
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 0.90673828 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 128836.1
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 0.86284180 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131104.6
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 0.94897461 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0101s; samplesPerSecond = 126308.7
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 0.87392578 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131257.8
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 0.91513672 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130904.8
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 0.94667969 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130109.1
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 0.90844727 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130927.5
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 0.88647461 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128556.7
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 0.90083008 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130537.7
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 0.92612305 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131148.9
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 0.94165039 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130366.1
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 0.86113281 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131229.6
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 0.91206055 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131077.7
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 0.85097656 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 128869.9
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 0.90263672 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130213.6
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 0.96479492 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0103s; samplesPerSecond = 124268.2
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 0.91123047 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0102s; samplesPerSecond = 125310.8
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 0.94116211 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129785.9
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 0.89443359 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128283.5
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 0.86533203 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130499.1
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 0.88876953 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130884.7
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 0.88618164 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 128407.1
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 0.91567383 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 126146.9
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 0.92124023 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131101.9
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 0.90551758 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129850.4
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 0.83554688 * 1280; EvalClassificationError = 0.26796875 * 1280; time = 0.0098s; samplesPerSecond = 130325.0
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 0.85888672 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0100s; samplesPerSecond = 128404.5
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 0.96977539 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0101s; samplesPerSecond = 127173.4
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 0.87255859 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130792.4
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 0.86162109 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0100s; samplesPerSecond = 128475.4
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 0.86166992 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0152s; samplesPerSecond = 84450.5
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 0.89057617 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0185s; samplesPerSecond = 69193.7
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 0.88173828 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0104s; samplesPerSecond = 123155.1
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 0.87089844 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0146s; samplesPerSecond = 87623.8
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 0.89199219 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130484.4
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 0.92543945 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0111s; samplesPerSecond = 115433.9
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 0.89194336 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0103s; samplesPerSecond = 123679.9
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 0.93315430 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0108s; samplesPerSecond = 118585.5
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 0.88857422 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130759.0
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 0.88627930 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130029.8
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 0.88999023 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130800.4
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 0.92324219 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 126348.6
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 0.96059570 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0101s; samplesPerSecond = 127318.8
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 0.92255859 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130965.0
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 0.84555664 * 1280; EvalClassificationError = 0.26953125 * 1280; time = 0.0098s; samplesPerSecond = 130765.7
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 0.91420898 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 126638.6
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 0.92299805 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 127408.8
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 0.90693359 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129930.8
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 0.86787109 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130914.1
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 0.91010742 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127992.3
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 0.88632813 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0103s; samplesPerSecond = 124825.7
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 0.92753906 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130781.7
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 0.89663086 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130236.2
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 0.90595703 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131006.6
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 0.91079102 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131159.6
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 0.94604492 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0101s; samplesPerSecond = 127277.1
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 0.91088867 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130041.7
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 0.88022461 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130737.6
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 0.87807617 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128139.7
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 0.96113281 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130902.1
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 0.91079102 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130686.9
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 0.92963867 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129817.4
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 0.86372070 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0099s; samplesPerSecond = 128904.9
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 0.90312500 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 128802.4
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 0.95297852 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 128552.8
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 0.94995117 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130436.6
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 0.93325195 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 128325.9
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 0.91845703 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130652.2
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 0.87636719 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130832.5
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 0.92314453 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0110s; samplesPerSecond = 116375.3
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 0.87885742 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 126245.2
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 0.93237305 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129312.5
01/16/2018 22:37:19:  Epoch[20 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 0.91210938 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 128271.9
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 0.88740234 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 126297.5
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 0.88393555 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130666.9
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 0.91020508 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 127283.4
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 0.91069336 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127929.6
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 0.92724609 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0108s; samplesPerSecond = 118582.2
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 0.89956055 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127856.8
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 0.89516602 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0103s; samplesPerSecond = 124700.4
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 0.94902344 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130999.9
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 0.92636719 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 128833.6
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 0.91186523 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128542.4
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 0.84013672 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 131025.4
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 0.92348633 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130565.6
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 0.93657227 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130891.4
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 0.96142578 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0100s; samplesPerSecond = 128191.0
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 0.92573242 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128053.8
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 0.90112305 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 131143.5
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 0.90209961 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130625.6
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 0.86069336 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129071.3
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 0.94140625 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130581.6
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 0.91352539 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130309.1
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 0.93066406 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130126.3
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 0.95107422 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130748.3
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 0.92431641 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129162.5
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 0.90585938 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131159.6
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 0.92426758 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130097.2
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 0.90654297 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0099s; samplesPerSecond = 129874.1
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 0.95698242 * 1280; EvalClassificationError = 0.34140625 * 1280; time = 0.0098s; samplesPerSecond = 130981.1
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 0.95541992 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0102s; samplesPerSecond = 125283.8
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 0.80258789 * 1280; EvalClassificationError = 0.24609375 * 1280; time = 0.0098s; samplesPerSecond = 130900.8
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 0.93496094 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130927.5
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 0.96206055 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130533.7
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 0.92490234 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130527.0
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 0.90625000 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130712.3
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 0.88115234 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 128656.1
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 0.85327148 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0098s; samplesPerSecond = 130863.3
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 0.89023438 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 127419.0
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 0.90068359 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129793.7
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 0.89599609 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130384.7
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 0.89267578 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0103s; samplesPerSecond = 123945.7
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 0.88247070 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127510.4
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 0.96206055 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 131067.0
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 0.92124023 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130833.9
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 0.88613281 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0101s; samplesPerSecond = 126936.3
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 0.89340820 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130821.8
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 0.89545898 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0116s; samplesPerSecond = 110819.6
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 0.89565430 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 129999.4
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 0.88149414 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130716.3
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 0.91767578 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127855.5
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 0.94580078 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130823.2
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 0.98911133 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 128310.5
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 0.95341797 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130127.6
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 0.93696289 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130723.0
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 0.92504883 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0102s; samplesPerSecond = 125418.9
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 0.94760742 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130039.0
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 0.91093750 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130496.4
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 0.94013672 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0210s; samplesPerSecond = 60868.6
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 0.88247070 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128048.7
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 0.92143555 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0138s; samplesPerSecond = 92668.3
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 0.87119141 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0124s; samplesPerSecond = 103178.4
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 0.90708008 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 130524.3
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 0.90976563 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130496.4
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 0.88471680 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0102s; samplesPerSecond = 125033.0
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 0.84663086 * 1280; EvalClassificationError = 0.26015625 * 1280; time = 0.0100s; samplesPerSecond = 127893.8
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 0.92626953 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130555.0
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 0.86958008 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0100s; samplesPerSecond = 127659.2
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 0.90815430 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0103s; samplesPerSecond = 124511.2
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 0.90053711 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130702.9
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 0.86943359 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129682.0
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 0.85986328 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130359.5
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 0.88266602 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0099s; samplesPerSecond = 129096.0
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 0.96118164 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0101s; samplesPerSecond = 126446.0
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 0.87050781 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 131049.5
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 0.92075195 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 128667.8
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 0.98222656 * 1280; EvalClassificationError = 0.33281250 * 1280; time = 0.0098s; samplesPerSecond = 129986.2
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 0.92583008 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129912.3
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 0.92915039 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0103s; samplesPerSecond = 124252.5
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 0.92495117 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129346.5
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 0.96586914 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130580.3
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 0.90512695 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130265.3
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 0.91499023 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130720.3
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 0.94990234 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0103s; samplesPerSecond = 124831.8
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 0.85805664 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0098s; samplesPerSecond = 130371.5
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 1.00375977 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130678.9
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 0.87558594 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129360.9
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 0.87416992 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0099s; samplesPerSecond = 128845.2
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 0.92817383 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130698.9
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 0.95288086 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0099s; samplesPerSecond = 129152.0
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 0.89848633 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 128550.2
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 0.89267578 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 130698.9
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 0.89653320 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0100s; samplesPerSecond = 128629.0
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 0.89409180 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130447.2
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 0.88813477 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130891.4
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 0.91494141 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129796.4
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 0.89233398 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130709.6
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 0.86718750 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129199.0
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 0.97255859 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 128319.5
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 0.96655273 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130124.9
01/16/2018 22:37:20:  Epoch[20 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 0.90263672 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128360.7
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 0.94619141 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 128277.1
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 0.91005859 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130527.0
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 0.86313477 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0101s; samplesPerSecond = 126698.8
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 0.92221680 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130549.6
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 0.90585938 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130408.6
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 0.93071289 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128387.7
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 0.92465820 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130875.3
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 0.87456055 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127756.0
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 0.93623047 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130733.6
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 0.93286133 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130678.9
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 0.91958008 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128525.7
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 0.89687500 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130254.7
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 0.91528320 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130714.9
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 0.83427734 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0100s; samplesPerSecond = 127900.2
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 0.91152344 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129055.7
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 0.92954102 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130883.4
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 0.87602539 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0099s; samplesPerSecond = 129400.1
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 0.91933594 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130857.9
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 0.92197266 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127720.3
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 0.99340820 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0099s; samplesPerSecond = 128850.4
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 0.90688477 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130867.3
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 0.93647461 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 128920.5
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 0.85161133 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0100s; samplesPerSecond = 128144.8
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 0.91870117 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130779.1
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 0.86323242 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0100s; samplesPerSecond = 127582.8
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 0.93808594 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127692.3
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 0.95229492 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130586.9
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 0.95839844 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0102s; samplesPerSecond = 124954.9
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 0.87094727 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 131002.6
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 0.85576172 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130451.2
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 0.96650391 * 1280; EvalClassificationError = 0.33906250 * 1280; time = 0.0098s; samplesPerSecond = 130185.8
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 0.92768555 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130883.4
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 0.92094727 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0103s; samplesPerSecond = 124774.6
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 0.92094727 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130415.3
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 0.95834961 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130666.9
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 0.92739258 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129411.9
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 0.90893555 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 127538.3
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 0.91367188 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130973.1
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 0.90366211 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 126746.5
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 0.88291016 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130086.6
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 0.87851563 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131017.3
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 0.85498047 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0100s; samplesPerSecond = 127632.4
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 0.90830078 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130852.6
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 0.85146484 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0101s; samplesPerSecond = 126586.0
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 0.88950195 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129019.3
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 0.87045898 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130912.8
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 0.90527344 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129270.7
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 0.99414062 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0101s; samplesPerSecond = 127321.4
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 0.83535156 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0098s; samplesPerSecond = 130089.2
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 0.94106445 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 128205.1
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 0.90126953 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129550.7
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 0.87158203 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130455.2
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 0.93291016 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0103s; samplesPerSecond = 124145.3
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 0.84404297 * 1280; EvalClassificationError = 0.26875000 * 1280; time = 0.0100s; samplesPerSecond = 128142.2
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 0.95141602 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130650.9
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 0.83334961 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0099s; samplesPerSecond = 128840.0
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 0.87299805 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130364.8
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 0.91889648 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0102s; samplesPerSecond = 126058.7
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 0.86069336 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129594.0
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 0.90444336 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130704.3
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 0.94003906 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129364.8
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 0.92124023 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 127767.5
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 0.95664063 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130876.7
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 0.90004883 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0102s; samplesPerSecond = 125150.3
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 0.83330078 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0101s; samplesPerSecond = 127234.1
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 0.91108398 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130199.1
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 0.91347656 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130270.6
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 0.86972656 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130895.4
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 0.97246094 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0103s; samplesPerSecond = 124421.6
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 0.93779297 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 129963.8
01/16/2018 22:37:21:  Epoch[20 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 0.93496094 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130700.3
01/16/2018 22:37:21: Finished Epoch[20 of 25]: [Training] CrossEntropyWithSoftmax = 0.90930417 * 1124823; EvalClassificationError = 0.29627773 * 1124823; totalSamplesSeen = 22496460; learningRatePerSample = 1.1920929e-07; epochTime=8.81933s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:37:22: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.23335480 * 122487; perplexity = 3.43272634; EvalClassificationError = 0.38822079 * 122487
01/16/2018 22:37:22: Finished Epoch[20 of 25]: [Validate] CrossEntropyWithSoftmax = 1.23335480 * 122487; EvalClassificationError = 0.38822079 * 122487
01/16/2018 22:37:22: SGD: Saving checkpoint model '/tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.20'

01/16/2018 22:37:22: Starting Epoch 21: learning rate per sample = 0.000000  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 20: frames [22496460..23621283] (first utterance at frame 22496460), data subset 0 of 1, with 1 datapasses

01/16/2018 22:37:22: Starting minibatch loop.
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 0.95715961 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0102s; samplesPerSecond = 125985.5
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 0.89169769 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130436.6
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 0.91692848 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0103s; samplesPerSecond = 124801.3
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 0.91298161 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 127622.2
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 0.96212311 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0117s; samplesPerSecond = 108982.5
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 0.93729248 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0105s; samplesPerSecond = 121451.3
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 0.88907547 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130006.0
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 0.93957291 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130957.0
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 0.89142456 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0099s; samplesPerSecond = 129249.8
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 0.94609756 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130455.2
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 0.91555786 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0102s; samplesPerSecond = 126021.5
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 0.92798920 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127646.4
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 0.93187943 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130819.2
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 0.90970001 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129842.5
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 0.95546570 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127488.8
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 0.91530151 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130969.1
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 0.87360840 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 128801.1
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 0.97339325 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129213.3
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 0.89789581 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130717.6
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 0.91364899 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0102s; samplesPerSecond = 125933.4
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 0.94689484 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130578.9
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 0.94010773 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130432.6
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 0.92509460 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 127424.0
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 0.92994080 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130342.3
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 0.93793335 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0103s; samplesPerSecond = 124734.5
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 0.88187408 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130262.7
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 0.90788422 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130755.0
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 0.90943451 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0099s; samplesPerSecond = 129021.9
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 0.90462952 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0101s; samplesPerSecond = 126744.0
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 0.92856445 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130832.5
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 0.86509094 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0099s; samplesPerSecond = 128820.6
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 0.88597717 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130093.2
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 0.87122498 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130698.9
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 0.95710144 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129351.7
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 0.97108459 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 131191.9
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 0.90030823 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0102s; samplesPerSecond = 125903.7
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 0.95191345 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 127711.4
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 0.95950317 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130665.6
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 0.85841675 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 128772.6
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 0.85300293 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0103s; samplesPerSecond = 124334.6
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 0.89769592 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130800.4
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 0.93286438 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128390.3
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 0.94183655 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 127893.8
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 0.95202942 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130658.9
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 0.92124023 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0101s; samplesPerSecond = 126755.3
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 0.94607544 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 128133.3
01/16/2018 22:37:22:  Epoch[21 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 0.90198669 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130789.7
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 0.88748779 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130439.2
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 0.89691162 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130342.3
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 0.89926453 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0103s; samplesPerSecond = 124189.9
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 0.88551941 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129921.5
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 0.88675537 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130351.5
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 0.91160278 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129837.2
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 0.90789185 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0102s; samplesPerSecond = 125896.3
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 0.90723572 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130704.3
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 0.88729248 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130029.8
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 0.90018921 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130654.9
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 0.86879272 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130384.7
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 0.93970337 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129265.5
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 0.89589844 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130904.8
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 0.92394409 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0103s; samplesPerSecond = 124684.6
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 0.90669556 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128158.9
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 0.87479248 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130618.9
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 0.92853394 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128327.2
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 0.89210815 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0101s; samplesPerSecond = 126273.8
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 0.92000732 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131183.8
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 0.93005981 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 128702.7
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 0.90111084 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127730.5
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 0.91195679 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130602.9
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 0.97242432 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0100s; samplesPerSecond = 128201.3
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 0.98366089 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130471.1
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 0.88753662 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130203.0
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 0.85334473 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0099s; samplesPerSecond = 128724.7
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 0.83052979 * 1280; EvalClassificationError = 0.25546875 * 1280; time = 0.0098s; samplesPerSecond = 130395.4
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 0.88791504 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0102s; samplesPerSecond = 125348.9
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 0.89311523 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128153.8
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 0.91284790 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130866.0
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 0.92730103 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130060.2
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 0.88226929 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128248.8
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 0.89371338 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130728.3
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 0.94754028 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 128266.8
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 0.90711670 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130384.7
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 0.90534668 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 0.90166626 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130148.8
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 0.90903931 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130692.3
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 0.89170532 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0102s; samplesPerSecond = 125203.0
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 0.87771606 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 127754.7
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 0.87991943 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130898.1
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 0.85690918 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128106.3
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 0.91720581 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 126747.7
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 0.83656616 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0098s; samplesPerSecond = 130852.6
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 0.90361938 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 128962.1
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 0.87812500 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 128906.2
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 0.91383667 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130829.8
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 0.89722900 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128025.6
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 0.90056152 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130637.6
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 0.86704102 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130788.4
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 0.94678345 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129171.6
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 0.91274414 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130795.1
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 0.89890747 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0102s; samplesPerSecond = 125604.7
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 0.91248779 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130286.5
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 0.93961792 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130807.1
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 0.95377197 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 128741.6
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 0.87247925 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0101s; samplesPerSecond = 126386.1
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 0.90171509 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129276.0
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 0.94058228 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 128985.4
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 0.89978638 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127636.2
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 0.96104736 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130313.1
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 0.88964233 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130616.2
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 0.91000977 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130270.6
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 0.90346069 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0102s; samplesPerSecond = 124987.8
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 0.93592529 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130078.7
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 0.92807617 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130122.3
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 0.88911133 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128356.8
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 0.89648438 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0101s; samplesPerSecond = 126755.3
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 0.89971924 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 129999.4
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 0.95361328 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129845.1
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 0.92265625 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 128698.8
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 0.92061768 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 129965.1
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 0.94953613 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0101s; samplesPerSecond = 127225.2
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 0.96679688 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130551.0
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 0.95263672 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130306.4
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 0.95921631 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128331.1
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 0.92709961 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130949.0
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 0.88952637 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126324.9
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 0.92634277 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130085.3
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 0.86123047 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130527.0
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 0.91967773 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127532.0
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 0.93525391 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 127784.0
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 0.95380859 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130492.4
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 0.94715576 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 128684.6
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 0.91560059 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 0.89117432 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130884.7
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 0.88051758 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129613.7
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 0.92369385 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130991.9
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 0.93729248 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127519.3
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 0.90056152 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130748.3
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 0.99147949 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 130612.2
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 0.92452393 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 128565.7
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 0.96375732 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130136.8
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 0.97288818 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130878.0
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 0.92285156 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129135.1
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 0.93416748 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130581.6
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 0.87166748 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130620.2
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 0.85399170 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0102s; samplesPerSecond = 125966.9
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 0.89353027 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130606.9
01/16/2018 22:37:23:  Epoch[21 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 0.91099854 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129688.5
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 0.94001465 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130192.4
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 0.88482666 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130804.4
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 0.87275391 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0102s; samplesPerSecond = 125072.1
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 0.92050781 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129383.1
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 0.86748047 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130876.7
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 0.89858398 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 127596.8
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 0.91617432 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 126332.4
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 0.97651367 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130241.5
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 0.92941895 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 127363.2
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 0.91486816 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127793.0
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 0.95374756 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130573.6
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 0.91774902 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129468.2
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 0.91622314 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130705.6
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 0.91099854 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 126393.5
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 0.89205322 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0100s; samplesPerSecond = 127970.6
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 0.89259033 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130900.8
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 0.90910645 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128537.3
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 0.93363037 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0101s; samplesPerSecond = 126339.9
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 0.92766113 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130712.3
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 0.91477051 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129611.1
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 0.95286865 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 128773.9
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 0.88399658 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130569.6
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 0.92421875 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130440.5
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 0.89996338 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130131.6
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 0.92647705 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129674.1
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 0.94978027 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129478.6
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 0.86604004 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130728.3
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 0.92540283 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0103s; samplesPerSecond = 124421.6
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 0.94362793 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130217.6
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 0.91799316 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130816.5
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 0.89653320 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 128676.8
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 0.90479736 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0101s; samplesPerSecond = 126242.7
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 0.85688477 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130384.7
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 0.87747803 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128609.6
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 0.88237305 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130646.9
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 0.86350098 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 127814.7
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 0.86014404 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130122.3
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 0.93758545 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130336.9
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 0.89132080 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0101s; samplesPerSecond = 126617.3
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 0.91192627 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127734.3
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 0.96206055 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130636.2
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 0.97878418 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129766.1
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 0.90964355 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0101s; samplesPerSecond = 126924.9
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 0.90998535 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130295.8
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 0.90637207 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130994.5
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 0.94295654 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130713.6
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 0.85885010 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0098s; samplesPerSecond = 130803.1
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 0.92403564 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0101s; samplesPerSecond = 126962.7
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 0.95072021 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130690.9
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 0.87536621 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130696.3
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 0.88103027 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130609.6
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 0.88784180 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130644.2
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 0.93768311 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 126369.8
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 0.92308350 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 128802.4
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 0.94270020 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130459.2
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 0.88494873 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 128711.8
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 0.91740723 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130419.3
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 0.91300049 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130379.4
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 0.86082764 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 128669.1
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 0.86082764 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 131064.3
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 0.90876465 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129913.6
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 0.89576416 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130268.0
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 0.90937500 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130932.9
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 0.93104248 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129888.6
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 0.84412842 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0100s; samplesPerSecond = 128253.9
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 0.93571777 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130800.4
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 0.91086426 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129468.2
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 0.90877686 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128613.5
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 0.88233643 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130403.3
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 0.94732666 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129546.8
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 0.95917969 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130959.7
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 0.94029541 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 127910.5
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 0.89499512 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129332.1
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 0.94183350 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130483.1
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 0.88289795 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129592.7
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 0.93122559 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127987.2
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 0.86419678 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130614.9
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 0.92489014 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0103s; samplesPerSecond = 124722.3
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 0.87856445 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 128603.1
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 0.85285645 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130581.6
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 0.92932129 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130087.9
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 0.97385254 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130545.6
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 0.86464844 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0100s; samplesPerSecond = 127659.2
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 0.96284180 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0101s; samplesPerSecond = 127272.0
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 0.90517578 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130903.4
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 0.89243164 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130105.1
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 0.94345703 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0102s; samplesPerSecond = 124937.8
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 0.93227539 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130624.2
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 0.95971680 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129001.0
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 0.88659668 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 128015.4
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 0.87741699 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 0.86271973 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0102s; samplesPerSecond = 125546.8
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 0.90695801 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128005.1
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 0.88422852 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130859.3
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 0.90349121 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0126s; samplesPerSecond = 101922.2
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 0.97478027 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0103s; samplesPerSecond = 124380.5
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 0.95891113 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130644.2
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 0.85175781 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0106s; samplesPerSecond = 120560.2
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 0.96708984 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0108s; samplesPerSecond = 118541.6
01/16/2018 22:37:24:  Epoch[21 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 0.98029785 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130476.4
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 0.91157227 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 128937.4
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 0.87905273 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0104s; samplesPerSecond = 122641.8
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 0.89501953 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130152.7
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 0.93356934 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0101s; samplesPerSecond = 127278.3
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 0.91767578 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0110s; samplesPerSecond = 116227.3
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 0.87885742 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130513.7
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 0.92849121 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0102s; samplesPerSecond = 125253.2
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 0.92441406 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130258.7
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 0.90969238 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0101s; samplesPerSecond = 126677.5
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 0.87565918 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128117.9
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 0.93032227 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130685.6
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 0.88041992 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129442.0
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 0.95930176 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0103s; samplesPerSecond = 124274.3
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 0.90280762 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130622.9
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 0.91433105 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128151.2
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 0.88942871 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 129988.8
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 0.90019531 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130771.0
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 0.90849609 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0108s; samplesPerSecond = 118434.1
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 0.93632812 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 128670.4
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 0.86640625 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130452.5
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 0.91921387 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130181.8
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 0.93073730 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0102s; samplesPerSecond = 124959.7
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 0.92102051 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130169.9
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 0.92185059 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 128731.2
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 0.93383789 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130427.3
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 0.92285156 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127502.7
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 0.93322754 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0103s; samplesPerSecond = 123932.5
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 0.98300781 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 129733.2
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 0.89526367 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129067.4
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 0.89750977 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 128902.3
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 0.91037598 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 131022.7
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 0.85283203 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0101s; samplesPerSecond = 126980.3
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 0.90715332 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 126952.6
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 0.96877441 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130360.8
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 0.90891113 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129812.2
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 0.86496582 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130484.4
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 0.92753906 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0107s; samplesPerSecond = 119438.6
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 0.91345215 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0149s; samplesPerSecond = 85977.6
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 0.90678711 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128380.0
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 0.90725098 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130932.9
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 0.92333984 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0228s; samplesPerSecond = 56147.7
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 0.93476563 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 127767.5
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 0.90637207 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130825.8
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 0.91843262 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130932.9
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 0.86840820 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 131026.7
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 0.94182129 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127809.6
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 0.95368652 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0100s; samplesPerSecond = 128445.7
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 0.92548828 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 131029.4
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 0.86630859 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130612.2
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 0.91086426 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0102s; samplesPerSecond = 125215.2
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 0.93435059 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0097s; samplesPerSecond = 131282.1
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 0.89577637 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 128943.9
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 0.96967773 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0106s; samplesPerSecond = 120722.8
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 0.94299316 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130949.0
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 0.93464355 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 129019.3
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 0.88110352 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129516.6
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 0.88493652 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131005.3
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 0.93439941 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129521.9
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 0.92524414 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131013.3
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 0.87966309 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0099s; samplesPerSecond = 129920.2
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 0.92114258 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 126291.3
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 0.90603027 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131053.5
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 0.96093750 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128552.8
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 0.88122559 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 127685.9
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 0.92209473 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131002.6
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 0.90195313 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 128538.6
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 0.86481934 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129561.2
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 0.91877441 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131037.4
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 0.96164551 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 129098.6
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 0.92915039 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130942.3
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 0.89584961 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 128106.3
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 0.89196777 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130491.1
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 0.93618164 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130622.9
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 0.92180176 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127369.5
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 0.97866211 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 128897.1
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 0.89250488 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130496.4
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 0.89392090 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130447.2
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 0.89409180 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0097s; samplesPerSecond = 131388.5
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 0.87897949 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130803.1
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 0.91757813 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0101s; samplesPerSecond = 126258.9
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 0.89208984 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130650.9
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 0.97431641 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130908.8
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 0.90341797 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127649.0
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 0.92211914 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 131217.5
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 0.88300781 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 128859.5
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 0.87829590 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128587.6
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 0.88530273 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130911.5
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 0.93190918 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 128698.8
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 0.89338379 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129472.1
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 0.89345703 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130926.2
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 0.90114746 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127773.8
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 0.89265137 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130864.6
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 0.92133789 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129739.8
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 0.93210449 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129353.0
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 0.87021484 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130904.8
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 0.90690918 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129552.0
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 0.97797852 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0100s; samplesPerSecond = 128247.5
01/16/2018 22:37:25:  Epoch[21 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 0.86164551 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130959.7
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 0.95815430 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130543.0
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 0.91799316 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129535.0
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 0.92387695 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130589.6
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 0.89143066 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0099s; samplesPerSecond = 128789.5
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 0.90524902 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0097s; samplesPerSecond = 131366.9
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 0.98081055 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130207.0
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 0.90009766 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128632.9
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 0.94812012 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130947.6
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 0.89941406 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127956.5
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 0.96081543 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128014.1
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 0.88671875 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 131097.8
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 0.93942871 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130387.4
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 0.95190430 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 128969.9
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 0.93483887 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129408.0
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 0.94812012 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129253.8
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 0.93037109 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 131178.5
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 0.90864258 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130621.6
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 0.89912109 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127636.2
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 0.93740234 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131072.3
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 0.91550293 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 128854.3
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 0.88002930 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130020.5
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 0.91171875 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130963.7
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 0.90798340 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127827.4
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 0.89421387 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 131123.4
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 0.88215332 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130769.7
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 0.86992187 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 128385.2
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 0.92770996 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130744.3
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 0.90158691 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0102s; samplesPerSecond = 125072.1
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 0.95805664 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128090.9
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 0.92814941 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130978.4
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 0.89516602 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130589.6
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 0.86176758 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0101s; samplesPerSecond = 127250.5
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 0.84951172 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 131120.7
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 0.89233398 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 127748.3
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 0.89235840 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130086.6
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 0.93176270 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130815.1
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 0.98593750 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130052.2
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 0.88923340 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 131045.5
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 0.93452148 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0101s; samplesPerSecond = 126629.9
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 0.95439453 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129699.1
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 0.88056641 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 131103.2
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 0.90964355 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130113.0
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 0.95737305 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128030.7
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 0.98041992 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130832.5
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 0.88269043 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0100s; samplesPerSecond = 128630.3
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 0.87880859 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129903.1
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 0.84128418 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131139.5
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 0.92045898 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129059.6
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 0.90498047 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130578.9
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 0.85856934 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 128296.4
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 0.91782227 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130317.0
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 0.89970703 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130963.7
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 0.94860840 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0101s; samplesPerSecond = 126443.5
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 0.91582031 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 128751.9
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 0.91005859 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130863.3
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 0.91826172 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130804.4
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 0.91826172 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128295.1
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 0.92163086 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130886.0
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 0.95029297 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0101s; samplesPerSecond = 127076.2
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 0.89946289 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130415.3
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 0.93095703 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127487.5
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 0.93864746 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130560.3
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 0.86333008 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130943.6
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 0.93933105 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0102s; samplesPerSecond = 125607.2
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 0.94575195 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 128829.7
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 0.91652832 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130620.2
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 0.89482422 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 131135.4
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 0.87475586 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 128877.7
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 0.86093750 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0097s; samplesPerSecond = 131495.1
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 0.88063965 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0100s; samplesPerSecond = 128293.8
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 0.87531738 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 128980.2
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 0.88859863 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 131190.6
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 0.89218750 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128265.5
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 0.90646973 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130962.4
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 0.94848633 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 128923.1
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 0.85812988 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0099s; samplesPerSecond = 129453.8
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 0.91423340 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130783.1
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 0.87717285 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0101s; samplesPerSecond = 126721.4
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 0.91345215 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0103s; samplesPerSecond = 124465.2
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 0.93476563 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128407.1
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 0.83869629 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 128785.6
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 0.95559082 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0101s; samplesPerSecond = 126693.8
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 0.91696777 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130720.3
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 0.86181641 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130238.8
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 0.89836426 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131049.5
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 0.91062012 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 128200.0
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 0.94929199 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129018.0
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 0.82663574 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130260.0
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 0.89621582 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 128471.5
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 0.88117676 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 128816.7
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 0.92834473 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130954.3
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 0.89794922 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130211.0
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 0.87272949 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128112.7
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 0.88334961 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131083.1
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 0.88811035 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130876.7
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 0.94401855 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130857.9
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 0.94113770 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 128310.5
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 0.90019531 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 127377.1
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 0.88852539 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130938.3
01/16/2018 22:37:26:  Epoch[21 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 0.89545898 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130904.8
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 0.92456055 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130616.2
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 0.91203613 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131158.3
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 0.90302734 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 126132.0
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 0.93403320 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 0.88837891 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130721.6
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 0.86757812 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130299.8
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 0.87661133 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131104.6
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 0.92573242 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0101s; samplesPerSecond = 127315.0
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 0.91855469 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 128930.9
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 0.94731445 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131214.8
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 0.84174805 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130371.5
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 0.95019531 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130559.0
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 0.92910156 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0097s; samplesPerSecond = 131306.3
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 0.83603516 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 127930.9
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 0.94599609 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0102s; samplesPerSecond = 125556.7
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 0.88618164 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 130638.9
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 0.91044922 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128029.4
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 0.92993164 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131147.5
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 0.89970703 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0103s; samplesPerSecond = 124800.1
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 0.93164062 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130479.1
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 0.88647461 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130902.1
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 0.95170898 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0101s; samplesPerSecond = 126830.6
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 0.88017578 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 128854.3
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 0.87553711 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130821.8
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 0.84604492 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130566.9
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 0.92143555 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 129982.2
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 0.94423828 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130606.9
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 0.87099609 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0102s; samplesPerSecond = 125799.8
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 0.89863281 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130395.4
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 0.90537109 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 131032.1
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 0.93208008 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 131089.8
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 0.88447266 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130809.8
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 0.85581055 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 126396.0
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 0.94111328 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 131056.2
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 0.92294922 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 131054.9
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 0.86708984 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130737.6
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 0.89472656 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130904.8
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 0.86513672 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130973.1
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 0.92534180 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0101s; samplesPerSecond = 126863.3
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 0.91894531 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127477.3
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 0.94130859 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 128946.5
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 0.94194336 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129428.9
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 0.91782227 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130966.4
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 0.91303711 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 127668.1
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 0.88818359 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130882.0
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 0.94399414 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130887.4
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 1.00585938 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130820.5
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 0.84736328 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0101s; samplesPerSecond = 127345.4
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 0.85229492 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130990.5
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 0.89697266 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 131126.0
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 0.89101562 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130975.8
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 0.93710938 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130733.6
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 0.84125977 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0101s; samplesPerSecond = 126766.6
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 0.89677734 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131057.6
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 0.85917969 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130508.4
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 0.91757813 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129764.8
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 0.98486328 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130868.6
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 0.88212891 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0100s; samplesPerSecond = 128512.8
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 0.90834961 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127883.6
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 0.96250000 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129545.5
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 0.88149414 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130520.3
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 0.85478516 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130322.3
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 0.91489258 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130892.7
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 0.93652344 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 127005.5
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 0.95659180 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131201.3
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 0.94697266 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129739.8
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 0.93862305 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 128153.8
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 0.91489258 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130978.4
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 0.90297852 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0101s; samplesPerSecond = 126246.4
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 0.89907227 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128323.4
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 0.85600586 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130978.4
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 0.89809570 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130784.4
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 0.92006836 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 131026.7
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 0.91757813 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0097s; samplesPerSecond = 131327.8
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 0.85693359 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 131083.1
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 0.91748047 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131170.4
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 0.91679687 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127661.7
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 0.89272461 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 127389.8
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 0.88583984 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130823.2
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 0.91025391 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129795.1
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 0.88100586 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129455.1
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 0.91445312 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131012.0
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 0.84838867 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0100s; samplesPerSecond = 128337.5
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 0.87094727 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 0.87260742 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 131001.2
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 0.87446289 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130473.8
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 0.97397461 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130800.4
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 0.85190430 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0100s; samplesPerSecond = 127791.7
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 0.87368164 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127539.6
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 0.97661133 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 131003.9
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 0.94169922 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 128704.0
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 0.96787109 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129401.4
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 0.91098633 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 131204.0
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 0.85546875 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0100s; samplesPerSecond = 127821.1
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 0.88691406 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131111.3
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 0.88920898 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 0.92343750 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131178.5
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 0.94033203 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 131101.9
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 0.87514648 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0102s; samplesPerSecond = 124917.0
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 0.90141602 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129504.8
01/16/2018 22:37:27:  Epoch[21 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 0.91235352 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131271.3
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 0.88261719 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130439.2
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 0.93808594 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0108s; samplesPerSecond = 118358.5
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 0.92646484 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130463.1
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 0.95961914 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129436.7
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 0.85673828 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 129342.6
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 0.94375000 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130749.7
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 0.95532227 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 127952.7
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 0.92255859 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131003.9
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 0.95029297 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 127389.8
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 0.83906250 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 130321.0
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 0.88461914 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130723.0
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 1.02246094 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130378.1
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 0.94663086 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128047.4
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 0.87211914 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0097s; samplesPerSecond = 131299.6
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 0.90136719 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129440.7
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 0.91259766 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129601.9
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 0.91494141 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131003.9
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 0.88994141 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0101s; samplesPerSecond = 127323.9
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 0.91206055 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130215.0
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 0.88559570 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 129999.4
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 0.92070312 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 129950.6
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 0.89916992 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 131024.0
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 0.87558594 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0097s; samplesPerSecond = 131573.5
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 0.90112305 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130432.6
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 0.90087891 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130922.2
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 0.91972656 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127445.6
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 0.94975586 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0101s; samplesPerSecond = 127189.8
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 0.93393555 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130883.4
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 0.93710938 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 128777.8
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 0.91318359 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 0.96718750 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130517.7
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 1.00957031 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0100s; samplesPerSecond = 128635.5
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 0.91621094 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130998.6
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 0.88471680 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130714.9
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 0.87529297 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130608.2
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 0.84287109 * 1280; EvalClassificationError = 0.26328125 * 1280; time = 0.0098s; samplesPerSecond = 131241.7
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 0.94580078 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128256.5
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 0.90400391 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 126916.1
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 0.95356445 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130604.2
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 0.92070312 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0102s; samplesPerSecond = 126094.7
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 0.87978516 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 131049.5
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 0.93115234 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 131010.6
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 0.88823242 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128232.1
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 0.92680664 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130928.9
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 0.94262695 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 128666.5
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 0.85786133 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 129991.5
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 0.94467773 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131050.9
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 0.89458008 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 128828.4
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 0.93095703 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129252.5
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 0.87612305 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130354.2
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 0.86254883 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0099s; samplesPerSecond = 129099.9
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 0.87480469 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0100s; samplesPerSecond = 127554.8
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 0.97578125 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 129076.5
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 0.86005859 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 128773.9
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 0.87871094 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131135.4
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 0.86391602 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 128876.4
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 0.94047852 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127670.6
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 0.90810547 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130677.6
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 0.94716797 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127933.5
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 0.87509766 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130717.6
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 0.91801758 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127890.0
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 0.85864258 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130882.0
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 0.94438477 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0101s; samplesPerSecond = 126727.7
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 0.90107422 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131050.9
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 0.85063477 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0098s; samplesPerSecond = 130336.9
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 0.92192383 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 131099.2
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 0.90390625 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130479.1
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 0.92724609 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 126962.7
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 0.88354492 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130727.0
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 0.83950195 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 130521.7
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 0.90375977 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130086.6
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 0.88715820 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130815.1
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 0.87192383 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128635.5
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 0.92714844 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130979.8
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 0.84414062 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130757.7
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 0.88901367 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127650.2
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 0.94511719 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131053.5
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 0.88969727 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0101s; samplesPerSecond = 126569.8
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 0.88100586 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129328.2
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 0.88139648 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130612.2
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 0.91762695 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131072.3
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 0.89033203 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127860.6
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 0.89672852 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131224.2
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 0.92944336 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130491.1
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 0.97172852 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130940.9
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 0.89975586 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131025.4
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 0.87763672 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129519.3
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 0.85693359 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0097s; samplesPerSecond = 131319.8
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 0.87607422 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0100s; samplesPerSecond = 128246.2
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 0.87250977 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0100s; samplesPerSecond = 128369.7
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 0.93066406 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130969.1
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 0.93525391 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 128717.0
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 0.86435547 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0103s; samplesPerSecond = 123995.0
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 0.88911133 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 131216.1
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 0.88837891 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129337.3
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 0.92773438 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129586.1
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 0.93999023 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131079.0
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 0.92524414 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128617.4
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 0.93466797 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130918.2
01/16/2018 22:37:28:  Epoch[21 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 0.89423828 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0100s; samplesPerSecond = 128191.0
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 0.90336914 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127827.4
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 0.89047852 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 0.88491211 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 126733.9
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 0.90039062 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130508.4
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 0.91059570 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130863.3
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 0.90385742 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127845.3
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 0.88461914 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128143.5
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 0.89282227 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 131036.1
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 0.88974609 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128296.4
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 0.87309570 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130644.2
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 0.83276367 * 1280; EvalClassificationError = 0.25390625 * 1280; time = 0.0100s; samplesPerSecond = 127884.9
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 0.85610352 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130783.1
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 0.91450195 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 131185.2
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 0.89252930 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128483.1
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 0.88632813 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129260.3
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 0.88745117 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131150.2
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 0.89628906 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130954.3
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 0.91108398 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128313.1
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 0.89360352 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130907.5
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 0.94487305 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127548.5
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 0.85107422 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0098s; samplesPerSecond = 130803.1
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 0.88305664 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127884.9
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 0.92812500 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 128854.3
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 0.88930664 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 131140.8
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 0.90727539 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 128901.0
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 0.91586914 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0135s; samplesPerSecond = 94905.5
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 0.90278320 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0105s; samplesPerSecond = 121400.7
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 0.89370117 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0100s; samplesPerSecond = 127509.1
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 0.94423828 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0104s; samplesPerSecond = 122975.2
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 0.87314453 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0114s; samplesPerSecond = 112000.7
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 0.82192383 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0106s; samplesPerSecond = 120429.8
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 0.89321289 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0106s; samplesPerSecond = 120908.7
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 0.95175781 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130057.5
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 0.93476563 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131002.6
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 0.94916992 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128125.6
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 0.91992188 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130261.3
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 0.90112305 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 131085.8
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 0.91606445 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128323.4
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 0.91635742 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130862.0
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 0.93295898 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128155.1
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 0.88642578 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130010.0
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 0.96093750 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 131185.2
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 0.89121094 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 127213.8
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 0.96254883 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130529.7
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 0.95341797 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 131126.0
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 0.87856445 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130488.4
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 0.90761719 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 126352.4
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 0.89980469 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130420.6
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 0.97973633 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130234.8
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 0.88403320 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130698.9
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 0.94238281 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0101s; samplesPerSecond = 127159.5
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 0.89511719 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129362.2
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 0.87758789 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 131003.9
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 0.92202148 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127571.4
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 0.93378906 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127786.6
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 0.91098633 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130785.7
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 0.88862305 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128247.5
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 0.92250977 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129799.0
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 0.92070312 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130714.9
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 0.91855469 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128120.4
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 0.91518555 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129189.8
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 0.90864258 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130796.4
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 0.87412109 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129805.6
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 0.90991211 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130931.6
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 0.91669922 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128084.5
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 0.85483398 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0102s; samplesPerSecond = 125206.6
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 0.88134766 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130946.3
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 0.85737305 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0102s; samplesPerSecond = 125771.3
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 0.89033203 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129721.4
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 0.99438477 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 130884.7
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 0.93305664 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130670.9
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 0.85244141 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 129795.1
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 0.94848633 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 131068.3
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 0.94560547 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128211.5
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 0.89233398 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130866.0
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 0.90566406 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 0.94433594 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0101s; samplesPerSecond = 127030.8
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 0.93090820 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 131014.6
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 0.92773438 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 126903.6
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 0.93198242 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130003.4
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 0.95634766 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130874.0
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 0.94101563 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 128271.9
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 0.92705078 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 131075.0
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 0.88056641 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130800.4
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 0.88544922 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 128689.8
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 0.93583984 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 0.88930664 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129857.0
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 0.97612305 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0101s; samplesPerSecond = 126772.8
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 0.88984375 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130966.4
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 0.88930664 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0099s; samplesPerSecond = 129928.1
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 0.95742187 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 131214.8
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 0.90571289 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 131037.4
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 0.89179688 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130903.4
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 0.94555664 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130841.9
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 0.90722656 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130452.5
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 0.93046875 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130523.0
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 0.90634766 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130942.3
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 0.90888672 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0101s; samplesPerSecond = 126759.0
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 0.92211914 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130216.3
01/16/2018 22:37:29:  Epoch[21 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 0.89692383 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0097s; samplesPerSecond = 131476.2
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 0.88652344 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130388.7
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 0.90205078 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0101s; samplesPerSecond = 127133.0
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 0.89121094 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131165.0
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 0.97016602 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129178.1
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 0.89780273 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127823.6
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 0.92988281 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130837.9
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 0.88325195 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127767.5
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 0.87104492 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130479.1
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 0.94199219 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130772.4
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 0.89443359 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130563.0
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 0.89487305 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131214.8
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 0.88437500 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130781.7
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 0.90947266 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 128755.8
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 0.91171875 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131041.5
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 0.85683594 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0100s; samplesPerSecond = 128119.2
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 0.86103516 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128286.1
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 0.87558594 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130969.1
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 0.95361328 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 127942.4
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 0.88681641 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131056.2
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 0.84956055 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 128998.4
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 0.87553711 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129260.3
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 0.93027344 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131241.7
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 0.90239258 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0100s; samplesPerSecond = 128332.4
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 0.97309570 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130670.9
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 0.83251953 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0098s; samplesPerSecond = 130795.1
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 0.97802734 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 127589.2
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 0.86918945 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 128047.4
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 0.94941406 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 128969.9
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 0.92729492 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 128107.6
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 0.95209961 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130891.4
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 0.86347656 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129159.9
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 0.89003906 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127915.6
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 0.93657227 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130997.2
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 0.83935547 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0100s; samplesPerSecond = 128292.5
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 0.90219727 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130275.9
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 0.93408203 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130866.0
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 0.93466797 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130171.3
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 0.91801758 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131148.9
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 0.88657227 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130985.2
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 0.86772461 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0102s; samplesPerSecond = 125990.5
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 0.90654297 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131267.2
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 0.93173828 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 131012.0
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 0.96689453 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128599.3
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 0.87924805 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130561.6
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 0.92275391 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128333.7
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 0.93002930 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 127853.0
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 0.91313477 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130779.1
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 0.85581055 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 128364.6
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 0.89785156 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130934.2
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 0.96665039 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 131087.1
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 0.92963867 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128120.4
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 0.88627930 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130712.3
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 0.89267578 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126537.2
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 0.89125977 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130900.8
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 0.92148438 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130771.0
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 0.92041016 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130985.2
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 0.83510742 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0101s; samplesPerSecond = 126433.5
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 0.90175781 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131156.9
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 0.88901367 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130208.3
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 0.92988281 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130817.8
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 0.89423828 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131152.9
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 0.92475586 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131167.7
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 0.91533203 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 131060.3
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 0.88500977 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128359.4
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 0.94584961 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130544.3
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 0.94291992 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 128999.7
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 0.86992187 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130908.8
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 0.90898437 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129941.3
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 0.89282227 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 131034.8
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 0.86660156 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130904.8
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 0.86533203 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130970.4
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 0.88447266 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0100s; samplesPerSecond = 128158.9
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 0.93701172 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127554.8
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 0.89790039 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131077.7
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 0.89394531 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 129974.3
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 0.91997070 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130281.2
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 0.86655273 * 1280; EvalClassificationError = 0.26796875 * 1280; time = 0.0098s; samplesPerSecond = 130827.2
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 0.91743164 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 126692.5
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 0.94897461 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 131165.0
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 0.85102539 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130648.2
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 0.90000000 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130163.3
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 0.87402344 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127708.8
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 0.87416992 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131061.6
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 0.91704102 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129851.7
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 0.89780273 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130938.3
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 0.94287109 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 128665.2
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 0.92426758 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130421.9
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 0.90795898 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 0.88671875 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 128663.9
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 0.92001953 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 128078.1
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 0.88510742 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 0.94658203 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130176.6
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 0.89760742 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0101s; samplesPerSecond = 127341.6
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 0.89833984 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130843.2
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 0.87783203 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129511.4
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 0.89135742 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130844.6
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 0.85996094 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130090.6
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 0.91562500 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 128120.4
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 0.92221680 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130795.1
01/16/2018 22:37:30:  Epoch[21 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 0.85830078 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130238.8
01/16/2018 22:37:31:  Epoch[21 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 0.88686523 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130172.6
01/16/2018 22:37:31:  Epoch[21 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 0.91728516 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130835.2
01/16/2018 22:37:31:  Epoch[21 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 0.95214844 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0101s; samplesPerSecond = 126229.0
01/16/2018 22:37:31:  Epoch[21 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 0.92802734 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130867.3
01/16/2018 22:37:31:  Epoch[21 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 0.85102539 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130927.5
01/16/2018 22:37:31:  Epoch[21 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 0.88984375 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130605.6
01/16/2018 22:37:31:  Epoch[21 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 0.93828125 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130926.2
01/16/2018 22:37:31:  Epoch[21 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 0.84057617 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0102s; samplesPerSecond = 125850.5
01/16/2018 22:37:31:  Epoch[21 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 0.94375000 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130532.3
01/16/2018 22:37:31:  Epoch[21 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 0.92182617 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0097s; samplesPerSecond = 131315.7
01/16/2018 22:37:31:  Epoch[21 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 0.89458008 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130317.0
01/16/2018 22:37:31:  Epoch[21 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 0.94169922 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:37:31:  Epoch[21 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 0.93466797 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0097s; samplesPerSecond = 131302.3
01/16/2018 22:37:31:  Epoch[21 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 0.92890625 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127464.6
01/16/2018 22:37:31:  Epoch[21 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 0.84726563 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 131123.4
01/16/2018 22:37:31:  Epoch[21 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 0.94296875 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129215.9
01/16/2018 22:37:31:  Epoch[21 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 0.90078125 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130216.3
01/16/2018 22:37:31:  Epoch[21 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 0.95610352 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130987.8
01/16/2018 22:37:31:  Epoch[21 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 0.86977539 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0101s; samplesPerSecond = 126755.3
01/16/2018 22:37:31:  Epoch[21 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 0.99555664 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130376.8
01/16/2018 22:37:31:  Epoch[21 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 0.90610352 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130074.7
01/16/2018 22:37:31:  Epoch[21 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 0.93593750 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129883.3
01/16/2018 22:37:31:  Epoch[21 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 0.95712891 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0101s; samplesPerSecond = 126809.3
01/16/2018 22:37:31:  Epoch[21 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 0.86733398 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 131028.1
01/16/2018 22:37:31:  Epoch[21 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 0.98447266 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130275.9
01/16/2018 22:37:31:  Epoch[21 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 0.88212891 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 131067.0
01/16/2018 22:37:31:  Epoch[21 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 0.95429688 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130982.5
01/16/2018 22:37:31:  Epoch[21 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 0.87084961 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 126231.5
01/16/2018 22:37:31:  Epoch[21 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 0.89145508 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 131154.3
01/16/2018 22:37:31:  Epoch[21 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 0.91733398 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130548.3
01/16/2018 22:37:31:  Epoch[21 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 0.90288086 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130331.6
01/16/2018 22:37:31:  Epoch[21 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 0.86352539 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130987.8
01/16/2018 22:37:31: Finished Epoch[21 of 25]: [Training] CrossEntropyWithSoftmax = 0.90930490 * 1124823; EvalClassificationError = 0.29628395 * 1124823; totalSamplesSeen = 23621283; learningRatePerSample = 1.1920929e-07; epochTime=8.93979s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:37:31: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.23335590 * 122487; perplexity = 3.43273012; EvalClassificationError = 0.38825345 * 122487
01/16/2018 22:37:31: Finished Epoch[21 of 25]: [Validate] CrossEntropyWithSoftmax = 1.23335590 * 122487; EvalClassificationError = 0.38825345 * 122487
01/16/2018 22:37:31: Loading (rolling back to) previous model with best training-criterion value: /tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.20.
ValidateSubNetwork: InvStdOfFeatures InvStdDev operation changed, from [792 x 1] to [792].ValidateSubNetwork: MeanOfFeatures Mean operation changed, from [792 x 1] to [792].ValidateSubNetwork: Prior Mean operation changed, from [183 x 1] to [183].01/16/2018 22:37:31: learnRatePerSample reduced to 5.9604645e-08
01/16/2018 22:37:31: SGD: revoke back to and update checkpoint file for epoch 20

01/16/2018 22:37:32: Starting Epoch 21: learning rate per sample = 0.000000  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 20: frames [22496460..23621283] (first utterance at frame 22496460), data subset 0 of 1, with 1 datapasses

01/16/2018 22:37:32: Starting minibatch loop.
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 0.95715961 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 128107.6
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 0.89169769 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128586.4
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 0.91692810 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 128818.0
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 0.91298046 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130896.7
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 0.96212387 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128355.5
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 0.93729286 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0097s; samplesPerSecond = 131430.3
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 0.88907661 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0100s; samplesPerSecond = 128489.5
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 0.93957367 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129654.4
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 0.89142380 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0098s; samplesPerSecond = 131228.2
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 0.94609680 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129328.2
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 0.91555786 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129491.7
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 0.92799149 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131038.8
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 0.93188095 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129624.2
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 0.90969925 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129759.5
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 0.95546417 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130942.3
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 0.91530151 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 127035.8
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 0.87360992 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0097s; samplesPerSecond = 131368.3
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 0.97339630 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129913.6
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 0.89789734 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0102s; samplesPerSecond = 126100.9
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 0.91365204 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130775.0
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 0.94689789 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129329.5
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 0.94010620 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129596.6
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 0.92509460 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 131062.9
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 0.92994232 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130789.7
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 0.93793335 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127363.2
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 0.88186951 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131212.1
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 0.90788116 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130620.2
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 0.90943146 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0097s; samplesPerSecond = 131290.1
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 0.90462952 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130387.4
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 0.92856445 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 128684.6
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 0.86509399 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130934.2
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 0.88597412 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128378.7
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 0.87122498 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 131084.4
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 0.95710449 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131191.9
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 0.97108459 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130497.7
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 0.90030518 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129625.5
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 0.95191040 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 131099.2
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 0.95950317 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0100s; samplesPerSecond = 128227.0
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 0.85841064 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130981.1
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 0.85300293 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131071.0
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 0.89769897 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130197.7
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 0.93286438 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130920.8
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 0.94184570 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130543.0
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 0.95202637 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130784.4
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 0.92124329 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131001.2
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 0.94607239 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 127507.8
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 0.90198975 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131032.1
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 0.88748474 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127899.0
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 0.89691467 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130686.9
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 0.89926147 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130949.0
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 0.88551941 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129239.4
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 0.88675842 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129676.7
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 0.91159668 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 0.90789490 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131012.0
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 0.90723877 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128176.9
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 0.88728638 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130934.2
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 0.90018921 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128347.8
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 0.86879272 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130916.8
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 0.93969727 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0102s; samplesPerSecond = 125582.5
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 0.89589844 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130833.9
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 0.92394409 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130315.7
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 0.90668945 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 126381.1
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 0.87479248 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130559.0
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 0.92853394 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0097s; samplesPerSecond = 131362.9
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 0.89210815 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131095.2
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 0.92001343 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0097s; samplesPerSecond = 131313.0
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 0.93005981 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130789.7
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 0.90110474 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 127021.9
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 0.91195679 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0100s; samplesPerSecond = 127458.3
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 0.97243042 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130934.2
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 0.98366699 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 128011.5
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 0.88753662 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130864.6
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 0.85334473 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0100s; samplesPerSecond = 127961.6
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 0.83052979 * 1280; EvalClassificationError = 0.25546875 * 1280; time = 0.0099s; samplesPerSecond = 129795.1
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 0.88790894 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130463.1
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 0.89310913 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0101s; samplesPerSecond = 126498.5
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 0.91284790 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 128405.8
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 0.92730103 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130995.9
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 0.88226929 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129796.4
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 0.89371948 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129053.1
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 0.94754028 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 131025.4
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 0.90711670 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129554.7
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 0.90535278 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131016.0
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 0.90166626 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 131148.9
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 0.90903931 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129266.8
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 0.89171143 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131224.2
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 0.87770996 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 128735.1
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 0.87991943 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 128937.4
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 0.85690918 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131016.0
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 0.91720581 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128325.9
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 0.83656616 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0100s; samplesPerSecond = 127491.3
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 0.90360107 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130569.6
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 0.87812500 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129626.8
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 0.91384277 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130930.2
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 0.89723511 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129937.4
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 0.90056152 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 128214.1
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 0.86704712 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130723.0
01/16/2018 22:37:32:  Epoch[21 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 0.94678345 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129312.5
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 0.91274414 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131073.7
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 0.89891357 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131191.9
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 0.91248779 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0102s; samplesPerSecond = 125572.7
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 0.93961792 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130857.9
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 0.95377197 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 131109.9
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 0.87248535 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 0.90171509 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131056.2
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 0.94058228 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0101s; samplesPerSecond = 126120.8
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 0.89978638 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130650.9
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 0.96104126 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0097s; samplesPerSecond = 131306.3
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 0.88965454 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130565.6
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 0.91000977 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130277.2
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 0.90346069 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 131122.0
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 0.93591919 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0101s; samplesPerSecond = 126904.8
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 0.92807617 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127965.4
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 0.88911133 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129285.1
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 0.89647217 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130970.4
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 0.89971924 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130601.6
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 0.95360107 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0101s; samplesPerSecond = 126458.5
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 0.92265625 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130747.0
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 0.92060547 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130966.4
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 0.94952393 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129878.0
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 0.96678467 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0101s; samplesPerSecond = 126346.1
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 0.95262451 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 131156.9
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 0.95921631 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129140.3
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 0.92709961 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130978.4
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 0.88952637 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131179.8
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 0.92635498 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0101s; samplesPerSecond = 126720.1
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 0.86121826 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130920.8
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 0.91967773 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130900.8
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 0.93525391 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0103s; samplesPerSecond = 123794.7
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 0.95380859 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 131123.4
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 0.94715576 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0101s; samplesPerSecond = 126647.4
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 0.91561279 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130273.3
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 0.89117432 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131140.8
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 0.88051758 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130572.3
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 0.92368164 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 131026.7
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 0.93729248 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130936.9
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 0.90056152 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0101s; samplesPerSecond = 127299.9
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 0.99146729 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 130132.9
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 0.92453613 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 127731.8
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 0.96376953 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 128856.9
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 0.97288818 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130614.9
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 0.92285156 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130457.8
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 0.93415527 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129654.4
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 0.87167969 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 131179.8
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 0.85400391 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130472.5
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 0.89353027 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131079.0
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 0.91101074 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131065.6
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 0.94000244 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129831.9
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 0.88483887 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 0.87277832 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 129843.8
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 0.92050781 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130761.7
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 0.86748047 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130791.1
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 0.89858398 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131045.5
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 0.91618652 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130851.2
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 0.97651367 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131230.9
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 0.92940674 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 128912.7
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 0.91486816 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 131053.5
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 0.95374756 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127904.1
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 0.91774902 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130732.3
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 0.91622314 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130971.7
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 0.91099854 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130772.4
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 0.89205322 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 131181.1
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 0.89257812 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 131239.0
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 0.90913086 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127383.5
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 0.93363037 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 127684.6
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 0.92766113 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130395.4
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 0.91475830 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130660.2
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 0.95286865 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 131067.0
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 0.88398438 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 128039.7
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 0.92419434 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129182.0
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 0.89995117 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 131112.6
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 0.92647705 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0101s; samplesPerSecond = 126613.6
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 0.94978027 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128550.2
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 0.86602783 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130970.4
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 0.92540283 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130689.6
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 0.94362793 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130665.6
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 0.91799316 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0097s; samplesPerSecond = 131303.6
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 0.89649658 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129355.6
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 0.90479736 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130801.8
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 0.85689697 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 127457.0
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 0.87747803 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128189.7
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 0.88236084 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130621.6
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 0.86350098 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130540.3
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 0.86014404 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130360.8
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 0.93757324 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131033.4
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 0.89132080 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 127856.8
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 0.91193848 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127534.5
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 0.96208496 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 0.97878418 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129436.7
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 0.90964355 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130927.5
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 0.90999756 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 127618.4
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 0.90637207 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128253.9
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 0.94296875 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 131138.1
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 0.85886230 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0099s; samplesPerSecond = 129516.6
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 0.92403564 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129068.7
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 0.95072021 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130844.6
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 0.87536621 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 128501.2
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 0.88104248 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130574.9
01/16/2018 22:37:33:  Epoch[21 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 0.88784180 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130208.3
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 0.93769531 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129342.6
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 0.92308350 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0097s; samplesPerSecond = 131321.1
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 0.94270020 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0102s; samplesPerSecond = 125634.3
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 0.88494873 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130888.7
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 0.91739502 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 131221.5
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 0.91298828 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131131.4
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 0.86082764 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 128936.1
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 0.86082764 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131056.2
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 0.90876465 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129282.5
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 0.89578857 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129466.9
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 0.90938721 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130856.6
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 0.93104248 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130609.6
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 0.84411621 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0098s; samplesPerSecond = 130584.3
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 0.93569336 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0101s; samplesPerSecond = 126303.7
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 0.91086426 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130716.3
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 0.90877686 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131173.1
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 0.88236084 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130640.2
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 0.94732666 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 128993.2
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 0.95919189 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 131132.8
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 0.94028320 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 128755.8
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 0.89499512 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0101s; samplesPerSecond = 127111.5
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 0.94183350 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 131084.4
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 0.88291016 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 128697.5
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 0.93123779 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131067.0
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 0.86418457 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 128648.4
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 0.92489014 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 129996.8
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 0.87856445 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131088.4
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 0.85283203 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0102s; samplesPerSecond = 126066.1
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 0.92932129 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129372.6
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 0.97385254 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 130414.0
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 0.86464844 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130274.6
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 0.96281738 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0099s; samplesPerSecond = 128962.1
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 0.90517578 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130338.3
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 0.89243164 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129423.7
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 0.94348145 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 131251.1
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 0.93227539 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 127817.2
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 0.95971680 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130225.6
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 0.88657227 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130816.5
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 0.87741699 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127896.4
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 0.86271973 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0100s; samplesPerSecond = 127430.4
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 0.90695801 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130951.7
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 0.88422852 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130195.1
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 0.90349121 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130852.6
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 0.97478027 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131115.3
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 0.95891113 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130289.2
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 0.85175781 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 131001.2
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 0.96708984 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128207.7
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 0.98029785 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0100s; samplesPerSecond = 128206.4
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 0.91157227 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130807.1
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 0.87902832 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 130505.7
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 0.89499512 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130154.0
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 0.93356934 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 131046.8
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 0.91765137 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128128.1
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 0.87885742 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0099s; samplesPerSecond = 129537.6
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 0.92846680 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129182.0
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 0.92441406 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130371.5
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 0.90969238 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131089.8
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 0.87565918 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 126563.5
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 0.93032227 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130225.6
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 0.88044434 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131107.2
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 0.95930176 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 131049.5
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 0.90283203 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 128701.4
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 0.91433105 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130821.8
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 0.88942871 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0102s; samplesPerSecond = 126027.7
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 0.90021973 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130543.0
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 0.90849609 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130896.7
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 0.93637695 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130330.3
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 0.86640625 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130843.2
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 0.91921387 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0101s; samplesPerSecond = 126381.1
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 0.93073730 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130689.6
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 0.92102051 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131151.6
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 0.92182617 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130290.5
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 0.93383789 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128227.0
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 0.92285156 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131046.8
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 0.93322754 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128588.9
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 0.98300781 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0099s; samplesPerSecond = 129371.3
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 0.89528809 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130936.9
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 0.89750977 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0102s; samplesPerSecond = 125736.7
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 0.91037598 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 131101.9
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 0.85280762 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0100s; samplesPerSecond = 128034.6
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 0.90715332 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130760.4
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 0.96877441 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0099s; samplesPerSecond = 129071.3
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 0.90893555 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 127227.7
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 0.86494141 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129084.3
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 0.92753906 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 131148.9
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 0.91345215 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130473.8
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 0.90678711 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130759.0
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 0.90725098 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130986.5
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 0.92333984 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0101s; samplesPerSecond = 126985.4
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 0.93476563 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 131083.1
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 0.90637207 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 128815.4
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 0.91843262 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129565.1
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 0.86840820 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130551.0
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 0.94182129 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127491.3
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 0.95368652 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130491.1
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 0.92548828 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130978.4
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 0.86630859 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 0.91083984 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127874.7
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 0.93435059 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 131017.3
01/16/2018 22:37:34:  Epoch[21 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 0.89577637 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129021.9
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 0.96967773 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129312.5
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 0.94299316 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130831.2
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 0.93461914 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0101s; samplesPerSecond = 126401.0
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 0.88110352 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130977.1
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 0.88493652 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130748.3
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 0.93439941 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130678.9
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 0.92524414 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130982.5
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 0.87966309 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0100s; samplesPerSecond = 128248.8
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 0.92114258 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129451.1
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 0.90603027 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130888.7
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 0.96093750 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130362.2
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 0.88122559 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 131012.0
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 0.92207031 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130427.3
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 0.90192871 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 128459.9
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 0.86481934 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130745.7
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 0.91877441 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129214.6
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 0.96162109 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130294.5
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 0.92915039 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131208.0
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 0.89584961 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129049.2
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 0.89196777 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130192.4
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 0.93618164 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131092.5
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 0.92177734 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 129966.4
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 0.97868652 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 131115.3
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 0.89250488 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0101s; samplesPerSecond = 126216.6
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 0.89392090 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130476.4
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 0.89409180 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 131202.7
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 0.87897949 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129162.5
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 0.91757813 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0104s; samplesPerSecond = 123023.7
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 0.89206543 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131221.5
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 0.97434082 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 128155.1
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 0.90341797 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127980.8
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 0.92209473 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130819.2
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 0.88300781 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128515.3
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 0.87829590 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131010.6
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 0.88530273 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130757.7
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 0.93190918 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 128218.0
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 0.89338379 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131084.4
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 0.89348145 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130753.7
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 0.90114746 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 126984.1
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 0.89265137 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130963.7
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 0.92133789 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0102s; samplesPerSecond = 125474.2
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 0.93210449 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129323.0
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 0.87021484 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 131190.6
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 0.90690918 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 127591.7
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 0.97797852 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0100s; samplesPerSecond = 128214.1
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 0.86164551 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131132.8
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 0.95812988 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130648.2
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 0.91796875 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131085.8
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 0.92387695 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0102s; samplesPerSecond = 125454.5
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 0.89145508 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0099s; samplesPerSecond = 129088.2
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 0.90524902 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 0.98081055 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129934.7
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 0.90009766 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0105s; samplesPerSecond = 121767.9
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 0.94812012 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130121.0
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 0.89938965 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 127063.5
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 0.96081543 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127951.4
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 0.88671875 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130978.4
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 0.93942871 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0101s; samplesPerSecond = 126740.2
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 0.95195312 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 128775.2
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 0.93481445 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130783.1
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 0.94812012 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130630.9
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 0.93037109 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 131075.0
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 0.90864258 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128607.0
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 0.89912109 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126489.7
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 0.93742676 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131093.8
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 0.91552734 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130459.2
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 0.88002930 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130689.6
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 0.91171875 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131220.1
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 0.90795898 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129018.0
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 0.89421387 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 131105.9
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 0.88217773 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 131081.7
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 0.86992187 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 128196.1
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 0.92770996 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130376.8
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 0.90158691 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0101s; samplesPerSecond = 126701.3
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 0.95803223 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130095.8
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 0.92814941 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130451.2
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 0.89516602 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128626.4
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 0.86176758 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0103s; samplesPerSecond = 124735.7
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 0.84951172 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 131143.5
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 0.89233398 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 127443.1
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 0.89235840 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130451.2
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 0.93176270 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130763.0
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 0.98593750 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 128596.7
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 0.88923340 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130824.5
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 0.93452148 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 128117.9
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 0.95437012 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 129984.9
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 0.88056641 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 131005.3
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 0.90964355 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129825.3
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 0.95734863 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 127416.4
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 0.98041992 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130943.6
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 0.88271484 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0099s; samplesPerSecond = 129716.1
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 0.87880859 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130121.0
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 0.84128418 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130824.5
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 0.92045898 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 127980.8
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 0.90498047 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131178.5
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 0.85856934 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 128586.4
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 0.91779785 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129693.8
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 0.89970703 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 131032.1
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 0.94860840 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0112s; samplesPerSecond = 114545.5
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 0.91579590 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0103s; samplesPerSecond = 124477.3
01/16/2018 22:37:35:  Epoch[21 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 0.91005859 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130585.6
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 0.91826172 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129187.2
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 0.91823730 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0104s; samplesPerSecond = 123396.1
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 0.92163086 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130967.7
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 0.95029297 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 128963.4
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 0.89946289 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128419.9
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 0.93095703 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131072.3
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 0.93864746 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128134.5
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 0.86335449 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130199.1
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 0.93933105 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131269.9
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 0.94575195 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 128860.8
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 0.91652832 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130359.5
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 0.89482422 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129073.9
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 0.87475586 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0101s; samplesPerSecond = 126967.8
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 0.86093750 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130492.4
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 0.88063965 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0100s; samplesPerSecond = 128400.6
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 0.87531738 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130189.8
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 0.88859863 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 131002.6
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 0.89218750 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128209.0
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 0.90644531 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0099s; samplesPerSecond = 129872.8
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 0.94846191 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130712.3
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 0.85810547 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0100s; samplesPerSecond = 128603.1
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 0.91423340 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 0.87717285 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130006.0
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 0.91340332 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130077.3
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 0.93476563 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130674.9
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 0.83867187 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0100s; samplesPerSecond = 127498.9
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 0.95559082 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127509.1
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 0.91691895 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131198.6
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 0.86181641 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0099s; samplesPerSecond = 129734.6
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 0.89836426 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129554.7
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 0.91062012 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130690.9
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 0.94929199 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0102s; samplesPerSecond = 125505.0
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 0.82663574 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130584.3
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 0.89624023 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 127498.9
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 0.88117676 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 129178.1
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 0.92834473 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 131161.0
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 0.89794922 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130594.9
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 0.87272949 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0101s; samplesPerSecond = 127184.7
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 0.88332520 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130947.6
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 0.88811035 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0100s; samplesPerSecond = 127618.4
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 0.94399414 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130020.5
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 0.94111328 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130115.7
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 0.90019531 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 126367.3
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 0.88852539 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130504.4
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 0.89541016 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130965.0
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 0.92456055 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130523.0
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 0.91203613 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130395.4
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 0.90302734 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0103s; samplesPerSecond = 124395.0
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 0.93403320 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131135.4
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 0.88837891 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130294.5
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 0.86752930 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129661.0
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 0.87661133 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0104s; samplesPerSecond = 123541.4
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 0.92573242 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130811.1
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 0.91855469 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130054.9
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 0.94731445 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131136.8
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 0.84169922 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 131132.8
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 0.95019531 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0103s; samplesPerSecond = 124456.7
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 0.92910156 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0097s; samplesPerSecond = 131306.3
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 0.83603516 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129178.1
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 0.94599609 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129469.5
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 0.88618164 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 131163.7
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 0.91044922 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129051.8
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 0.92988281 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0102s; samplesPerSecond = 125206.6
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 0.89970703 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130166.0
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 0.93159180 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128182.0
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 0.88652344 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0099s; samplesPerSecond = 129833.2
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 0.95170898 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130910.1
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 0.88017578 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0102s; samplesPerSecond = 125713.3
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 0.87553711 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131111.3
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 0.84604492 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130569.6
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 0.92143555 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130473.8
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 0.94423828 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129932.1
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 0.87099609 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 128342.7
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 0.89863281 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128377.4
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 0.90537109 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130843.2
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 0.93208008 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130025.8
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 0.88447266 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129270.7
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 0.85581055 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130717.6
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 0.94111328 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129701.7
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 0.92294922 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130975.8
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 0.86708984 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 128097.4
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 0.89472656 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0102s; samplesPerSecond = 125352.6
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 0.86513672 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130731.0
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 0.92529297 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 127826.2
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 0.91894531 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130299.8
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 0.94130859 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130955.7
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 0.94189453 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130303.8
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 0.91782227 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 128856.9
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 0.91303711 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131108.6
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 0.88818359 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130350.2
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 0.94399414 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130837.9
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 1.00585938 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 127913.0
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 0.84736328 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0100s; samplesPerSecond = 128489.5
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 0.85224609 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 131091.1
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 0.89697266 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0100s; samplesPerSecond = 127988.5
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 0.89101562 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129109.0
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 0.93710938 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130520.3
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 0.84125977 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0100s; samplesPerSecond = 128066.6
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 0.89677734 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129418.4
01/16/2018 22:37:36:  Epoch[21 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 0.85917969 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130054.9
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 0.91757813 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130275.9
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 0.98486328 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127420.2
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 0.88212891 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 128775.2
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 0.90834961 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129646.5
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 0.96250000 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130796.4
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 0.88144531 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 128968.6
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 0.85478516 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0100s; samplesPerSecond = 127969.3
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 0.91489258 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130775.0
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 0.93652344 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 127791.7
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 0.95659180 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129341.3
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 0.94692383 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131255.1
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 0.93862305 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0096s; samplesPerSecond = 133316.7
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 0.91489258 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131003.9
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 0.90297852 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 131030.7
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 0.89907227 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127698.6
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 0.85600586 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130963.7
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 0.89809570 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130467.1
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 0.92006836 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129240.7
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 0.91752930 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130936.9
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 0.85693359 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130274.6
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 0.91743164 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 129951.9
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 0.91674805 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130451.2
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 0.89272461 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129506.2
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 0.88583984 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 127367.0
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 0.91020508 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130994.5
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 0.88100586 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130875.3
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 0.91445312 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131167.7
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 0.84838867 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0101s; samplesPerSecond = 126288.8
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 0.87094727 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 129008.8
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 0.87260742 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 131234.9
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 0.87451172 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129822.7
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 0.97397461 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 127367.0
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 0.85185547 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 0.87368164 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0102s; samplesPerSecond = 125412.7
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 0.97661133 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130472.5
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 0.94169922 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130610.9
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 0.96787109 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128197.4
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 0.91098633 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 131079.0
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 0.85546875 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0099s; samplesPerSecond = 129472.1
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 0.88691406 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129872.8
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 0.88920898 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130951.7
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 0.92343750 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127429.1
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 0.94033203 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 127914.3
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 0.87514648 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 131101.9
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 0.90141602 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 127126.6
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 0.91240234 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130649.6
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 0.88261719 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130437.9
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 0.93808594 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130887.4
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 0.92641602 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 131068.3
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 0.95961914 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 131022.7
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 0.85673828 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130358.2
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 0.94375000 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130856.6
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 0.95532227 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0103s; samplesPerSecond = 124865.9
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 0.92255859 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130684.3
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 0.95029297 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 131054.9
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 0.83906250 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 130340.9
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 0.88461914 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129846.4
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 1.02241211 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130803.1
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 0.94663086 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128017.9
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 0.87211914 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 131040.1
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 0.90136719 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0163s; samplesPerSecond = 78371.3
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 0.91259766 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0101s; samplesPerSecond = 126498.5
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 0.91494141 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0103s; samplesPerSecond = 123737.3
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 0.88994141 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129549.4
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 0.91206055 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0101s; samplesPerSecond = 126374.8
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 0.88554687 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126938.8
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 0.92070312 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 129986.2
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 0.89916992 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 127331.5
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 0.87558594 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0108s; samplesPerSecond = 119002.2
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 0.90112305 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130776.4
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 0.90087891 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128537.3
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 0.91972656 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128241.1
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 0.94970703 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130938.3
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 0.93393555 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128494.7
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 0.93710938 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 128494.7
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 0.91318359 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130257.4
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 0.96718750 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0103s; samplesPerSecond = 124659.1
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 1.00952148 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130388.7
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 0.91621094 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0101s; samplesPerSecond = 127206.2
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 0.88471680 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129158.6
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 0.87524414 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130359.5
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 0.84287109 * 1280; EvalClassificationError = 0.26328125 * 1280; time = 0.0104s; samplesPerSecond = 123260.6
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 0.94580078 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130833.9
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 0.90400391 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 0.95356445 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 128959.5
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 0.92070312 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127575.2
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 0.87978516 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130573.6
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 0.93115234 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0101s; samplesPerSecond = 126980.3
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 0.88823242 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128293.8
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 0.92680664 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130666.9
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 0.94262695 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129797.7
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 0.85786133 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130816.5
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 0.94467773 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127661.7
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 0.89458008 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0100s; samplesPerSecond = 128604.4
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 0.93095703 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130775.0
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 0.87612305 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 129854.3
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 0.86254883 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0101s; samplesPerSecond = 126113.3
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 0.87480469 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0098s; samplesPerSecond = 130886.0
01/16/2018 22:37:37:  Epoch[21 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 0.97578125 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 128143.5
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 0.86005859 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 129300.8
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 0.87871094 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127696.1
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 0.86391602 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0105s; samplesPerSecond = 121476.7
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 0.94047852 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130146.1
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 0.90810547 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130370.1
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 0.94716797 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127902.8
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 0.87504883 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130481.8
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 0.91801758 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0102s; samplesPerSecond = 126089.7
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 0.85864258 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130027.1
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 0.94438477 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0107s; samplesPerSecond = 119199.5
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 0.90107422 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130046.9
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 0.85063477 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0099s; samplesPerSecond = 129679.3
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 0.92192383 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 0.90390625 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0101s; samplesPerSecond = 126133.2
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 0.92724609 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128075.6
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 0.88354492 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0105s; samplesPerSecond = 121630.2
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 0.83950195 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0099s; samplesPerSecond = 129849.1
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 0.90375977 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0102s; samplesPerSecond = 125657.7
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 0.88715820 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130682.9
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 0.87192383 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 128982.8
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 0.92714844 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129002.3
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 0.84414062 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130463.1
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 0.88901367 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0108s; samplesPerSecond = 118695.5
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 0.94516602 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131005.3
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 0.88969727 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 128164.0
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 0.88100586 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129855.6
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 0.88139648 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130690.9
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 0.91762695 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 127835.1
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 0.89038086 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129174.2
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 0.89672852 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 0.92944336 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130415.3
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 0.97172852 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0100s; samplesPerSecond = 127726.7
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 0.89975586 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130415.3
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 0.87758789 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130388.7
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 0.85693359 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130863.3
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 0.87607422 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0100s; samplesPerSecond = 127386.0
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 0.87250977 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0100s; samplesPerSecond = 128336.2
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 0.93066406 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130424.6
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 0.93525391 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0103s; samplesPerSecond = 124639.7
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 0.86435547 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130019.2
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 0.88911133 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129544.2
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 0.88837891 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 128912.7
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 0.92773438 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0102s; samplesPerSecond = 125454.5
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 0.93999023 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130745.7
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 0.92524414 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128423.8
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 0.93466797 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 128674.3
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 0.89423828 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130751.0
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 0.90336914 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128466.3
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 0.89047852 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130366.1
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 0.88491211 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 128652.3
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 0.90039062 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 127786.6
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 0.91059570 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130410.0
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 0.90385742 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 126582.3
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 0.88461914 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128484.4
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 0.89282227 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130577.6
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 0.88974609 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0105s; samplesPerSecond = 122076.8
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 0.87309570 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0102s; samplesPerSecond = 125724.4
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 0.83276367 * 1280; EvalClassificationError = 0.25390625 * 1280; time = 0.0098s; samplesPerSecond = 130416.6
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 0.85610352 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0099s; samplesPerSecond = 129007.5
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 0.91450195 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128472.8
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 0.89252930 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130605.6
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 0.88627930 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130290.5
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 0.88745117 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130724.3
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 0.89628906 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 126980.3
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 0.91108398 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129850.4
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 0.89360352 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130932.9
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 0.94487305 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130236.2
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 0.85107422 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0100s; samplesPerSecond = 127925.8
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 0.88305664 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130665.6
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 0.92812500 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128389.0
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 0.88930664 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 128189.7
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 0.90727539 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130985.2
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 0.91582031 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127884.9
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 0.90278320 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130356.9
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 0.89375000 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0100s; samplesPerSecond = 128049.9
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 0.94423828 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 129987.5
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 0.87314453 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130815.1
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 0.82192383 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0102s; samplesPerSecond = 125567.8
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 0.89321289 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128000.0
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 0.95180664 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130696.3
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 0.93476563 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129947.9
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 0.94912109 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129947.9
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 0.91992188 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130649.6
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 0.90112305 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 127901.5
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 0.91606445 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129128.6
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 0.91635742 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130453.8
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 0.93295898 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 128897.1
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 0.88642578 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130461.8
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 0.96093750 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129503.5
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 0.89121094 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 129951.9
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 0.96254883 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130821.8
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 0.95341797 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 128421.2
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 0.87856445 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0102s; samplesPerSecond = 125949.5
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 0.90761719 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130582.9
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 0.89980469 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130074.7
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 0.97968750 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 131005.3
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 0.88403320 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 0.94238281 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0104s; samplesPerSecond = 122558.4
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 0.89511719 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130428.6
01/16/2018 22:37:38:  Epoch[21 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 0.87753906 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 128662.6
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 0.92197266 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 128445.7
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 0.93378906 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130658.9
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 0.91108398 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127563.7
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 0.88862305 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130087.9
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 0.92250977 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130821.8
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 0.92070312 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 128112.7
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 0.91855469 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0105s; samplesPerSecond = 122004.7
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 0.91518555 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 0.90859375 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129133.8
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 0.87412109 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129531.1
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 0.90991211 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130516.4
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 0.91669922 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129419.7
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 0.85483398 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130653.6
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 0.88134766 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129295.5
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 0.85737305 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0099s; samplesPerSecond = 129651.8
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 0.89033203 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130580.3
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 0.99443359 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0099s; samplesPerSecond = 129418.4
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 0.93305664 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0103s; samplesPerSecond = 124273.1
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 0.85244141 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130471.1
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 0.94848633 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130387.4
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 0.94560547 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130435.2
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 0.89233398 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130594.9
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 0.90566406 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0101s; samplesPerSecond = 126427.2
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 0.94438477 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 0.93090820 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129520.6
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 0.92773438 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128239.8
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 0.93198242 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130816.5
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 0.95634766 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0101s; samplesPerSecond = 126931.2
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 0.94101563 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130257.4
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 0.92705078 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130708.3
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 0.88056641 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129837.2
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 0.88544922 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127730.5
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 0.93583984 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130939.6
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 0.88930664 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130396.7
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 0.97612305 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130684.3
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 0.88984375 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127830.0
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 0.88930664 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0100s; samplesPerSecond = 128577.3
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 0.95742187 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130330.3
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 0.90571289 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0102s; samplesPerSecond = 125883.9
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 0.89179688 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 127729.2
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 0.94555664 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 0.90727539 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130257.4
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 0.93051758 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 126646.2
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 0.90634766 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130644.2
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 0.90888672 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129010.1
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 0.92211914 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130630.9
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 0.89692383 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127669.3
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 0.88652344 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0103s; samplesPerSecond = 124670.1
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 0.90205078 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130464.5
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 0.89121094 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129728.0
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 0.97016602 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129851.7
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 0.89780273 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130479.1
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 0.92988281 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0102s; samplesPerSecond = 125050.1
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 0.88325195 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129019.3
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 0.87104492 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130760.4
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 0.94199219 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 127923.2
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 0.89443359 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0101s; samplesPerSecond = 127311.2
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 0.89487305 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130468.5
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 0.88437500 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128603.1
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 0.90947266 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130087.9
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 0.91171875 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 126446.0
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 0.85683594 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 130180.5
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 0.86103516 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130543.0
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 0.87558594 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0102s; samplesPerSecond = 126042.6
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 0.95361328 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0132s; samplesPerSecond = 96885.3
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 0.88681641 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 127196.1
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 0.84960938 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130749.7
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 0.87553711 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 127975.7
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 0.93027344 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130681.6
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 0.90239258 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0100s; samplesPerSecond = 127738.1
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 0.97309570 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127688.4
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 0.83247070 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0098s; samplesPerSecond = 130878.0
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 0.97802734 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0101s; samplesPerSecond = 126528.5
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 0.86918945 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128403.2
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 0.94941406 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130597.6
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 0.92729492 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129795.1
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 0.95209961 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 127345.4
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 0.86347656 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130684.3
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 0.89003906 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129885.9
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 0.93657227 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129397.5
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 0.83935547 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0098s; samplesPerSecond = 130585.6
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 0.90219727 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129714.8
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 0.93403320 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130295.8
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 0.93466797 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127570.1
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 0.91801758 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129508.8
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 0.88657227 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130717.6
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 0.86772461 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 129800.3
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 0.90654297 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0102s; samplesPerSecond = 125983.0
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 0.93178711 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 0.96689453 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129404.0
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 0.87924805 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130310.4
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 0.92275391 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130501.7
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 0.93002930 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0102s; samplesPerSecond = 125566.5
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 0.91313477 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130578.9
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 0.85581055 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 129841.1
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 0.89785156 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129158.6
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 0.96665039 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130351.5
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 0.92963867 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128191.0
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 0.88627930 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130693.6
01/16/2018 22:37:39:  Epoch[21 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 0.89267578 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129388.3
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 0.89125977 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 127778.9
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 0.92148438 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0102s; samplesPerSecond = 125963.2
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 0.92041016 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130374.1
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 0.83510742 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0099s; samplesPerSecond = 129887.3
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 0.90175781 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130544.3
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 0.88901367 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127754.7
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 0.92988281 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0101s; samplesPerSecond = 127244.2
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 0.89423828 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130677.6
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 0.92475586 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128025.6
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 0.91533203 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0105s; samplesPerSecond = 121585.2
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 0.88500977 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130658.9
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 0.94584961 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129381.8
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 0.94291992 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 128445.7
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 0.86992187 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130560.3
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 0.90898437 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128532.1
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 0.89282227 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 129054.4
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 0.86660156 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130158.0
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 0.86533203 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 128274.5
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 0.88447266 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130764.4
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 0.93701172 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128409.6
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 0.89790039 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127766.2
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 0.89394531 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 0.91997070 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128262.9
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 0.86655273 * 1280; EvalClassificationError = 0.26796875 * 1280; time = 0.0099s; samplesPerSecond = 129090.8
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 0.91743164 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130437.9
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 0.94897461 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 128923.1
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 0.85102539 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 127877.2
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 0.90000000 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130781.7
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 0.87397461 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127399.9
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 0.87416992 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130728.3
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 0.91699219 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130847.2
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 0.89780273 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 128309.2
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 0.94287109 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130723.0
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 0.92426758 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 127485.0
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 0.90795898 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 129764.8
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 0.88671875 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130215.0
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 0.92001953 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127838.9
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 0.88510742 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0102s; samplesPerSecond = 125476.7
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 0.94658203 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130577.6
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 0.89760742 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 128188.4
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 0.89833984 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129089.5
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 0.87783203 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130896.7
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 0.89135742 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 128920.5
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 0.85996094 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130425.9
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 0.91562500 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 128936.1
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 0.92221680 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130760.4
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 0.85830078 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130879.3
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 0.88686523 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127850.4
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 0.91728516 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130439.2
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 0.95209961 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0105s; samplesPerSecond = 122107.1
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 0.92802734 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129872.8
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 0.85102539 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0101s; samplesPerSecond = 126917.4
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 0.88984375 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130581.6
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 0.93833008 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127660.4
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 0.84057617 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130162.0
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 0.94375000 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130622.9
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 0.92182617 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129422.4
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 0.89458008 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130097.2
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 0.94169922 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0100s; samplesPerSecond = 128238.5
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 0.93466797 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130294.5
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 0.92890625 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130289.2
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 0.84726563 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 128381.3
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 0.94296875 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0102s; samplesPerSecond = 125861.6
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 0.90078125 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130811.1
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 0.95605469 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0097s; samplesPerSecond = 131393.9
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 0.86977539 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129945.3
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 0.99555664 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130604.2
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 0.90610352 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0102s; samplesPerSecond = 125878.9
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 0.93593750 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130716.3
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 0.95712891 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129178.1
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 0.86733398 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 128576.0
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 0.98447266 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130664.2
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 0.88212891 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0109s; samplesPerSecond = 117943.0
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 0.95429688 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128228.2
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 0.87084961 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130622.9
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 0.89145508 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 129510.1
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 0.91733398 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0102s; samplesPerSecond = 125062.3
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 0.90288086 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130396.7
01/16/2018 22:37:40:  Epoch[21 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 0.86352539 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 128888.0
01/16/2018 22:37:40: Finished Epoch[21 of 25]: [Training] CrossEntropyWithSoftmax = 0.90930323 * 1124823; EvalClassificationError = 0.29627861 * 1124823; totalSamplesSeen = 23621283; learningRatePerSample = 5.9604645e-08; epochTime=8.77905s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:37:41: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.23335505 * 122487; perplexity = 3.43272721; EvalClassificationError = 0.38822079 * 122487
01/16/2018 22:37:41: Finished Epoch[21 of 25]: [Validate] CrossEntropyWithSoftmax = 1.23335505 * 122487; EvalClassificationError = 0.38822079 * 122487
01/16/2018 22:37:41: Loading (rolling back to) previous model with best training-criterion value: /tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.20.
ValidateSubNetwork: InvStdOfFeatures InvStdDev operation changed, from [792 x 1] to [792].ValidateSubNetwork: MeanOfFeatures Mean operation changed, from [792 x 1] to [792].ValidateSubNetwork: Prior Mean operation changed, from [183 x 1] to [183].01/16/2018 22:37:41: learnRatePerSample reduced to 2.9802322e-08
01/16/2018 22:37:41: SGD: revoke back to and update checkpoint file for epoch 20

01/16/2018 22:37:41: Starting Epoch 21: learning rate per sample = 0.000000  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 20: frames [22496460..23621283] (first utterance at frame 22496460), data subset 0 of 1, with 1 datapasses

01/16/2018 22:37:41: Starting minibatch loop.
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 0.95715961 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 128264.2
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 0.89169769 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0102s; samplesPerSecond = 125628.1
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 0.91692810 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130733.6
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 0.91298008 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130969.1
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 0.96212349 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130661.6
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 0.93729401 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130485.8
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 0.88907623 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0109s; samplesPerSecond = 117418.3
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 0.93957214 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 127656.6
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 0.89142456 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0098s; samplesPerSecond = 130298.5
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 0.94609680 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0125s; samplesPerSecond = 102751.0
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 0.91555786 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130725.6
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 0.92799149 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130700.3
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 0.93188019 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0102s; samplesPerSecond = 124995.1
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 0.90970078 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129287.7
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 0.95546570 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130694.9
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 0.91530304 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130114.4
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 0.87360992 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 126295.0
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 0.97339478 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130641.6
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 0.89789734 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130390.0
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 0.91365204 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130473.8
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 0.94689789 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130680.3
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 0.94010620 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0149s; samplesPerSecond = 85862.8
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 0.92509460 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 127622.2
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 0.92994232 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130415.3
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 0.93793182 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129558.6
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 0.88186951 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0101s; samplesPerSecond = 126438.5
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 0.90788269 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130983.8
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 0.90943298 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 130959.7
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 0.90462646 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128627.7
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 0.92856140 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130860.6
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 0.86509399 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0100s; samplesPerSecond = 128322.1
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 0.88597412 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 128997.1
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 0.87122498 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130091.9
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 0.95710449 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130662.9
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 0.97108459 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 131115.3
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 0.90030518 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130294.5
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 0.95191040 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 128523.1
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 0.95950012 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130910.1
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 0.85841064 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127430.4
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 0.85300598 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130685.6
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 0.89769287 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 131069.7
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 0.93286438 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 126847.0
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 0.94184570 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128421.2
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 0.95202637 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130965.0
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 0.92124329 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130215.0
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 0.94607239 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 131147.5
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 0.90198975 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127984.6
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 0.88748474 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129025.8
01/16/2018 22:37:41:  Epoch[21 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 0.89691467 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130457.8
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 0.89926147 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130020.5
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 0.88551941 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129084.3
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 0.88676147 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130780.4
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 0.91159668 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129520.6
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 0.90789490 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130958.3
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 0.90723877 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130971.7
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 0.88728638 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 126414.8
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 0.90018921 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131058.9
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 0.86878662 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130045.6
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 0.93969727 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130229.5
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 0.89589844 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131071.0
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 0.92394409 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128282.2
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 0.90668945 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127913.0
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 0.87479248 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130981.1
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 0.92853394 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128024.3
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 0.89210815 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 128991.9
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 0.92001343 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131061.6
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 0.93005981 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129438.1
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 0.90110474 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130785.7
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 0.91195679 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0099s; samplesPerSecond = 129884.6
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 0.97243042 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130293.2
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 0.98366699 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130741.7
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 0.88753662 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0102s; samplesPerSecond = 126083.5
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 0.85334473 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0099s; samplesPerSecond = 129307.3
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 0.83052979 * 1280; EvalClassificationError = 0.25546875 * 1280; time = 0.0098s; samplesPerSecond = 131095.2
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 0.88790894 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 128990.6
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 0.89310913 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0101s; samplesPerSecond = 126467.2
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 0.91284790 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 131006.6
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 0.92730103 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130241.5
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 0.88226929 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131024.0
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 0.89371948 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128547.6
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 0.94754028 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0103s; samplesPerSecond = 124563.3
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 0.90711670 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130441.9
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 0.90535278 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129042.7
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 0.90166626 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 128313.1
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 0.90903931 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 131084.4
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 0.89171143 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130078.7
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 0.87770996 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 127719.0
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 0.87992554 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130719.0
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 0.85690918 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129434.1
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 0.91720581 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130355.5
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 0.83656616 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0098s; samplesPerSecond = 130520.3
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 0.90360107 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0100s; samplesPerSecond = 128221.8
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 0.87813110 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130457.8
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 0.91383667 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0099s; samplesPerSecond = 129469.5
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 0.89723511 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130692.3
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 0.90056152 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130979.8
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 0.86704712 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0102s; samplesPerSecond = 125160.1
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 0.94678345 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 128673.0
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 0.91274414 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131248.4
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 0.89891968 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129289.0
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 0.91248779 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131152.9
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 0.93962402 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 128763.6
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 0.95377197 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 127794.3
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 0.87248535 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130886.0
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 0.90171509 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130848.6
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 0.94058228 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 127647.7
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 0.89978638 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130796.4
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 0.96104126 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 128044.8
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 0.88965454 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128052.5
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 0.91000977 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130429.9
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 0.90346069 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129847.7
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 0.93591919 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129326.9
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 0.92808228 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127984.6
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 0.88911133 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130997.2
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 0.89647217 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130633.6
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 0.89971924 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130177.9
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 0.95360107 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 128688.5
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 0.92265625 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 0.92060547 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130624.2
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 0.94952393 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 127415.2
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 0.96678467 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129799.0
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 0.95262451 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0102s; samplesPerSecond = 126026.4
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 0.95921631 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128075.6
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 0.92709961 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130966.4
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 0.88952637 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130077.3
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 0.92635498 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130783.1
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 0.86121826 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 127722.8
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 0.91967773 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 128651.0
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 0.93525391 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130973.1
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 0.95382080 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130118.3
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 0.94715576 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0100s; samplesPerSecond = 128629.0
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 0.91561279 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130945.0
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 0.89117432 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127525.6
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 0.88051758 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130366.1
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 0.92368164 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130811.1
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 0.93729248 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129716.1
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 0.90056152 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130551.0
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 0.99146729 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0102s; samplesPerSecond = 125859.1
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 0.92454834 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130248.1
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 0.96376953 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 0.97288818 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129235.5
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 0.92285156 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0102s; samplesPerSecond = 126000.4
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 0.93415527 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131037.4
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 0.87167969 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130693.6
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 0.85401611 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 131048.2
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 0.89353027 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131104.6
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 0.91099854 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 128666.5
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 0.94000244 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130678.9
01/16/2018 22:37:42:  Epoch[21 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 0.88483887 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128042.3
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 0.87277832 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 129771.4
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 0.92050781 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130835.2
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 0.86748047 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 129213.3
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 0.89858398 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128569.6
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 0.91618652 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130781.7
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 0.97650146 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130452.5
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 0.92940674 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0101s; samplesPerSecond = 127274.5
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 0.91486816 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130187.1
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 0.95374756 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 128505.0
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 0.91776123 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130756.3
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 0.91622314 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128191.0
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 0.91099854 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 129967.7
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 0.89205322 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130785.7
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 0.89259033 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127369.5
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 0.90913086 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128367.1
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 0.93363037 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130481.8
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 0.92766113 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130396.7
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 0.91475830 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 128748.0
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 0.95286865 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 131230.9
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 0.88398438 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 128157.6
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 0.92419434 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 128880.3
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 0.89993896 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 131025.4
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 0.92647705 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 128786.9
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 0.94978027 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 131044.2
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 0.86602783 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128543.7
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 0.92540283 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130090.6
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 0.94364014 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130673.6
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 0.91799316 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0101s; samplesPerSecond = 126685.0
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 0.89649658 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129110.3
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 0.90479736 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130957.0
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 0.85689697 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130853.9
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 0.87747803 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 127882.3
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 0.88236084 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130732.3
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 0.86350098 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 128991.9
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 0.86014404 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0097s; samplesPerSecond = 131317.1
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 0.93757324 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131049.5
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 0.89132080 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 128884.1
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 0.91193848 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 131150.2
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 0.96208496 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 128557.9
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 0.97878418 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129896.5
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 0.90964355 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131138.1
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 0.90999756 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0101s; samplesPerSecond = 127058.5
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 0.90637207 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127942.4
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 0.94296875 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130620.2
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 0.85886230 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0099s; samplesPerSecond = 128821.9
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 0.92403564 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131057.6
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 0.95072021 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 0.87537842 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0101s; samplesPerSecond = 126454.7
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 0.88104248 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 131152.9
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 0.88782959 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130613.6
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 0.93769531 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 128999.7
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 0.92308350 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130513.7
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 0.94270020 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 128647.1
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 0.88494873 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130922.2
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 0.91739502 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130898.1
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 0.91298828 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130342.3
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 0.86082764 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130918.2
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 0.86082764 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 126115.8
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 0.90876465 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 127502.7
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 0.89578857 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 131016.0
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 0.90938721 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 128751.9
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 0.93104248 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127688.4
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 0.84412842 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0098s; samplesPerSecond = 130576.3
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 0.93569336 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0101s; samplesPerSecond = 126451.0
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 0.91086426 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127577.7
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 0.90877686 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130809.8
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 0.88236084 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0102s; samplesPerSecond = 125178.5
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 0.94732666 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130612.2
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 0.95919189 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0103s; samplesPerSecond = 124853.7
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 0.94028320 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 127323.9
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 0.89499512 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 131174.4
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 0.94184570 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130008.6
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 0.88292236 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128431.5
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 0.93123779 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130959.7
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 0.86418457 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130257.4
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 0.92487793 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129875.4
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 0.87858887 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130987.8
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 0.85283203 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 127114.0
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 0.92932129 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130289.2
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 0.97385254 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0098s; samplesPerSecond = 131018.7
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 0.86464844 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130491.1
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 0.96281738 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130914.1
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 0.90517578 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0103s; samplesPerSecond = 124241.7
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 0.89243164 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 131131.4
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 0.94348145 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130060.2
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 0.93227539 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 128480.5
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 0.95971680 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 128654.9
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 0.88657227 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130939.6
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 0.87741699 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 128676.8
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 0.86271973 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130800.4
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 0.90695801 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129132.5
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 0.88422852 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127980.8
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 0.90349121 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130902.1
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 0.97478027 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0102s; samplesPerSecond = 125787.4
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 0.95891113 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129163.8
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 0.85175781 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 131202.7
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 0.96708984 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130390.0
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 0.98029785 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0100s; samplesPerSecond = 127623.5
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 0.91157227 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 131062.9
01/16/2018 22:37:43:  Epoch[21 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 0.87902832 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0099s; samplesPerSecond = 129813.5
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 0.89497070 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127943.7
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 0.93356934 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130825.8
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 0.91765137 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 127858.1
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 0.87885742 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130262.7
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 0.92846680 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128284.8
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 0.92441406 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 127717.7
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 0.90969238 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130662.9
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 0.87565918 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128336.2
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 0.93032227 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 128859.5
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 0.88044434 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131183.8
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 0.95930176 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129248.5
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 0.90283203 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130221.6
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 0.91433105 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130664.2
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 0.88942871 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 128332.4
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 0.90021973 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130836.5
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 0.90849609 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128216.7
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 0.93637695 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130313.1
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 0.86640625 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130871.3
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 0.91923828 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128608.3
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 0.93073730 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130568.3
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 0.92102051 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130849.9
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 0.92182617 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 127836.4
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 0.93383789 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 127919.4
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 0.92287598 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131050.9
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 0.93322754 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128434.1
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 0.98300781 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130709.6
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 0.89528809 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127485.0
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 0.89750977 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0100s; samplesPerSecond = 127856.8
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 0.91037598 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130991.9
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 0.85280762 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0100s; samplesPerSecond = 128193.6
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 0.90715332 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 128842.6
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 0.96877441 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 0.90893555 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 128092.2
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 0.86494141 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129822.7
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 0.92753906 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130676.2
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 0.91345215 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129415.8
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 0.90678711 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129006.2
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 0.90725098 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131143.5
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 0.92333984 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 128799.8
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 0.93476563 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 131064.3
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 0.90637207 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127399.9
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 0.91843262 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0101s; samplesPerSecond = 126685.0
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 0.86840820 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130598.9
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 0.94182129 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0102s; samplesPerSecond = 125697.2
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 0.95368652 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0099s; samplesPerSecond = 128755.8
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 0.92548828 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 0.86630859 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130737.6
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 0.91083984 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127561.2
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 0.93435059 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130812.5
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 0.89577637 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 131002.6
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 0.96967773 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130748.3
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 0.94299316 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130121.0
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 0.93461914 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0100s; samplesPerSecond = 127471.0
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 0.88110352 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130970.4
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 0.88493652 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128246.2
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 0.93437500 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130867.3
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 0.92524414 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130725.6
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 0.87963867 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0101s; samplesPerSecond = 126958.9
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 0.92114258 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 128964.7
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 0.90603027 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130641.6
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 0.96093750 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130574.9
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 0.88122559 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130448.5
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 0.92207031 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130347.6
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 0.90192871 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0101s; samplesPerSecond = 127008.1
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 0.86484375 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130840.5
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 0.91879883 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130931.6
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 0.96159668 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130467.1
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 0.92912598 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131062.9
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 0.89584961 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 128665.2
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 0.89199219 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130914.1
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 0.93618164 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0101s; samplesPerSecond = 126367.3
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 0.92177734 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130871.3
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 0.97868652 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130719.0
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 0.89250488 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 127638.8
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 0.89392090 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130974.4
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 0.89409180 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130939.6
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 0.87897949 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130902.1
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 0.91757813 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0103s; samplesPerSecond = 124852.5
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 0.89206543 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130776.4
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 0.97434082 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 128759.7
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 0.90341797 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 128936.1
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 0.92209473 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130150.1
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 0.88300781 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128557.9
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 0.87829590 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130572.3
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 0.88530273 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 127641.3
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 0.93190918 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129667.5
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 0.89338379 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131114.0
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 0.89348145 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130556.3
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 0.90114746 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 127083.7
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 0.89265137 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130757.7
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 0.92133789 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127457.0
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 0.93210449 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130224.2
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 0.87021484 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130789.7
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 0.90690918 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128184.6
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 0.97797852 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 131071.0
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 0.86164551 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127991.0
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 0.95812988 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130126.3
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 0.91796875 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131200.0
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 0.92387695 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128173.0
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 0.89145508 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0100s; samplesPerSecond = 128349.1
01/16/2018 22:37:44:  Epoch[21 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 0.90524902 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0109s; samplesPerSecond = 117838.8
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 0.98081055 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129799.0
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 0.90009766 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127752.2
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 0.94812012 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131021.4
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 0.89938965 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127970.6
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 0.96083984 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129928.1
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 0.88671875 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130975.8
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 0.93942871 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127881.1
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 0.95195312 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130979.8
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 0.93481445 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127923.2
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 0.94812012 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130557.6
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 0.93037109 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130516.4
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 0.90864258 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 129999.4
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 0.89912109 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128009.0
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 0.93742676 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131161.0
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 0.91552734 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129340.0
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 0.88002930 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0099s; samplesPerSecond = 129818.8
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 0.91171875 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131032.1
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 0.90795898 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128487.0
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 0.89421387 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 131028.1
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 0.88217773 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 128429.0
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 0.86992187 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130427.3
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 0.92770996 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 131021.4
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 0.90158691 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127934.8
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 0.95803223 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 128982.8
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 0.92814941 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0103s; samplesPerSecond = 124570.6
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 0.89516602 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 129955.8
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 0.86176758 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0102s; samplesPerSecond = 125960.7
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 0.84956055 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 131026.7
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 0.89233398 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129806.9
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 0.89235840 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130735.0
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 0.93176270 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0102s; samplesPerSecond = 126011.5
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 0.98593750 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0103s; samplesPerSecond = 124798.9
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 0.88923340 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 131122.0
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 0.93449707 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129033.6
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 0.95437012 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 131103.2
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 0.88056641 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 131122.0
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 0.90964355 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129662.3
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 0.95734863 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 127141.8
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 0.98041992 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130916.8
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 0.88271484 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0100s; samplesPerSecond = 128065.3
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 0.87880859 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127987.2
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 0.84128418 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131195.9
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 0.92048340 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0101s; samplesPerSecond = 126151.9
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 0.90498047 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 0.85856934 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0101s; samplesPerSecond = 126889.7
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 0.91779785 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130415.3
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 0.89970703 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 131065.6
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 0.94860840 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 127579.0
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 0.91579590 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127870.9
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 0.91005859 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130971.7
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 0.91826172 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130459.2
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 0.91823730 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 126616.1
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 0.92163086 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130950.3
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 0.95029297 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128274.5
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 0.89946289 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129128.6
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 0.93095703 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131048.2
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 0.93864746 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127977.0
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 0.86335449 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130955.7
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 0.93933105 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 128647.1
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 0.94575195 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130445.9
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 0.91652832 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130983.8
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 0.89482422 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130390.0
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 0.87475586 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0101s; samplesPerSecond = 126298.8
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 0.86093750 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130785.7
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 0.88063965 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0099s; samplesPerSecond = 128724.7
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 0.87531738 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130928.9
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 0.88859863 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 131052.2
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 0.89218750 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128505.0
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 0.90644531 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 0.94846191 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0102s; samplesPerSecond = 125335.4
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 0.85810547 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130070.7
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 0.91420898 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130910.1
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 0.87714844 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0100s; samplesPerSecond = 127495.1
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 0.91340332 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128255.2
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 0.93476563 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130932.9
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 0.83867187 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130201.7
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 0.95559082 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131181.1
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 0.91691895 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129306.0
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 0.86181641 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0100s; samplesPerSecond = 128390.3
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 0.89836426 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130946.3
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 0.91062012 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130398.0
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 0.94929199 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130192.4
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 0.82663574 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130113.0
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 0.89624023 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 128796.0
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 0.88117676 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 128253.9
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 0.92834473 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 131194.6
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 0.89794922 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 129554.7
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 0.87272949 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 131057.6
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 0.88332520 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130954.3
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 0.88808594 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0100s; samplesPerSecond = 127688.4
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 0.94399414 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130970.4
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 0.94111328 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130654.9
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 0.90019531 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128025.6
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 0.88852539 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130394.0
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 0.89541016 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129158.6
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 0.92456055 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130765.7
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 0.91203613 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130975.8
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 0.90302734 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127596.8
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 0.93403320 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130886.0
01/16/2018 22:37:45:  Epoch[21 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 0.88837891 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130031.1
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 0.86752930 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 128866.0
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 0.87661133 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0097s; samplesPerSecond = 131348.1
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 0.92573242 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0101s; samplesPerSecond = 127023.2
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 0.91855469 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131036.1
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 0.94731445 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130829.8
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 0.84169922 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130995.9
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 0.95019531 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 128421.2
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 0.92910156 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 131194.6
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 0.83603516 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0101s; samplesPerSecond = 127100.1
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 0.94599609 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129163.8
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 0.88618164 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 131025.4
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 0.91044922 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130162.0
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 0.92988281 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130628.2
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 0.89970703 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 126780.4
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 0.93159180 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130472.5
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 0.88652344 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 0.95170898 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130056.2
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 0.88017578 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131253.8
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 0.87553711 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130930.2
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 0.84604492 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 127838.9
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 0.92138672 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128128.1
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 0.94423828 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130749.7
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 0.87099609 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 128175.6
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 0.89863281 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130949.0
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 0.90537109 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129464.2
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 0.93203125 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0106s; samplesPerSecond = 120279.3
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 0.88447266 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130614.9
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 0.85581055 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128124.3
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 0.94111328 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 129951.9
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 0.92294922 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130402.0
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 0.86708984 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 127665.5
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 0.89472656 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0100s; samplesPerSecond = 127969.3
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 0.86513672 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130821.8
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 0.92529297 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130468.5
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 0.91894531 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130646.9
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 0.94130859 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129521.9
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 0.94189453 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130625.6
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 0.91782227 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130840.5
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 0.91303711 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 128972.5
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 0.88818359 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130940.9
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 0.94399414 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129726.7
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 1.00585938 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 127819.8
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 0.84736328 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0101s; samplesPerSecond = 126947.6
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 0.85224609 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130706.9
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 0.89697266 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0101s; samplesPerSecond = 126210.3
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 0.89106445 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130138.2
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 0.93710938 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130632.2
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 0.84125977 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130512.4
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 0.89677734 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130717.6
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 0.85917969 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 128863.4
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 0.91757813 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 128670.4
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 0.98486328 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130780.4
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 0.88212891 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 128779.1
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 0.90834961 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131155.6
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 0.96250000 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131053.5
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 0.88144531 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0116s; samplesPerSecond = 110358.1
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 0.85478516 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0100s; samplesPerSecond = 127826.2
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 0.91489258 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130857.9
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 0.93652344 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 128994.5
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 0.95659180 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130724.3
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 0.94692383 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130628.2
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 0.93862305 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130216.3
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 0.91489258 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130347.6
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 0.90297852 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 127674.4
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 0.89907227 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130636.2
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 0.85605469 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 128906.2
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 0.89804688 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130650.9
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 0.92006836 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128453.4
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 0.91757813 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130892.7
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 0.85693359 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 128260.4
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 0.91743164 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129321.7
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 0.91674805 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130402.0
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 0.89272461 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 128362.0
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 0.88583984 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130594.9
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 0.91020508 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130152.7
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 0.88100586 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 0.91445312 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130912.8
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 0.84838867 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130445.9
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 0.87094727 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130751.0
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 0.87260742 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 0.87451172 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 131021.4
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 0.97397461 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 0.85185547 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0101s; samplesPerSecond = 126608.6
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 0.87368164 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0114s; samplesPerSecond = 112424.7
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 0.97661133 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130289.2
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 0.94169922 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130368.8
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 0.96787109 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129944.0
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 0.91098633 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130644.2
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 0.85546875 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0098s; samplesPerSecond = 130412.6
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 0.88691406 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130706.9
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 0.88920898 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130415.3
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 0.92343750 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128206.4
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 0.94033203 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0102s; samplesPerSecond = 125814.6
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 0.87514648 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130767.0
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 0.90141602 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129900.4
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 0.91240234 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130664.2
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 0.88261719 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130677.6
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 0.93808594 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 128595.4
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 0.92641602 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130940.9
01/16/2018 22:37:46:  Epoch[21 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 0.95966797 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130299.8
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 0.85673828 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0101s; samplesPerSecond = 126484.7
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 0.94379883 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130339.6
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 0.95532227 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0103s; samplesPerSecond = 123912.1
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 0.92255859 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130887.4
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 0.95029297 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130931.6
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 0.83906250 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0100s; samplesPerSecond = 128314.4
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 0.88461914 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 128906.2
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 1.02241211 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 0.94663086 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130900.8
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 0.87211914 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 0.90136719 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 0.91259766 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130685.6
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 0.91494141 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130565.6
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 0.88994141 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129196.4
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 0.91206055 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130467.1
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 0.88554687 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130891.4
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 0.92070312 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130525.7
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 0.89916992 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130716.3
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 0.87558594 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130831.2
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 0.90112305 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130339.6
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 0.90087891 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130617.6
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 0.91972656 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130662.9
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 0.94970703 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0099s; samplesPerSecond = 129153.3
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 0.93388672 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130488.4
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 0.93710938 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130903.4
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 0.91318359 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130008.6
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 0.96718750 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130920.8
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 1.00952148 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0100s; samplesPerSecond = 128144.8
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 0.91621094 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130425.9
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 0.88471680 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130248.1
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 0.87524414 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130421.9
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 0.84287109 * 1280; EvalClassificationError = 0.26328125 * 1280; time = 0.0098s; samplesPerSecond = 130364.8
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 0.94580078 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129041.4
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 0.90400391 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130710.9
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 0.95356445 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130990.5
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 0.92070312 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130585.6
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 0.87978516 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130990.5
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 0.93110352 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130827.2
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 0.88823242 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130532.3
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 0.92680664 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130914.1
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 0.94262695 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 127761.1
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 0.85786133 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0100s; samplesPerSecond = 127378.4
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 0.94467773 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130443.2
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 0.89458008 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0100s; samplesPerSecond = 127860.6
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 0.93095703 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130870.0
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 0.87612305 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130841.9
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 0.86254883 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0099s; samplesPerSecond = 128916.6
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 0.87480469 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0099s; samplesPerSecond = 129716.1
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 0.97578125 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130325.0
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 0.86005859 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130884.7
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 0.87871094 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130887.4
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 0.86391602 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0101s; samplesPerSecond = 126634.9
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 0.94047852 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 126369.8
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 0.90810547 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130419.3
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 0.94716797 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130451.2
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 0.87504883 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128373.6
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 0.91801758 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130811.1
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 0.85864258 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0101s; samplesPerSecond = 126981.6
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 0.94438477 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130582.9
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 0.90102539 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130233.5
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 0.85063477 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0098s; samplesPerSecond = 130379.4
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 0.92192383 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130788.4
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 0.90390625 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130682.9
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 0.92724609 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130282.6
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 0.88354492 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130763.0
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 0.83950195 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0100s; samplesPerSecond = 128408.3
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 0.90375977 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128629.0
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 0.88715820 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130840.5
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 0.87192383 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130290.5
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 0.92714844 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130237.5
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 0.84418945 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130831.2
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 0.88901367 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128110.2
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 0.94516602 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127726.7
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 0.88969727 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130629.6
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 0.88100586 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130254.7
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 0.88139648 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 0.91757813 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 127225.2
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 0.89038086 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130728.3
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 0.89672852 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130295.8
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 0.92944336 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130468.5
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 0.97172852 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130795.1
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 0.89975586 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130737.6
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 0.87758789 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 127930.9
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 0.85693359 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130780.4
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 0.87607422 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130151.4
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 0.87250977 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130751.0
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 0.93066406 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130598.9
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 0.93525391 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0108s; samplesPerSecond = 118535.0
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 0.86435547 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 128511.5
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 0.88911133 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130376.8
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 0.88837891 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 131028.1
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 0.92773438 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130578.9
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 0.93999023 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130844.6
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 0.92524414 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130097.2
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 0.93466797 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130924.9
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 0.89423828 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 129907.0
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 0.90336914 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130346.2
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 0.89047852 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130199.1
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 0.88491211 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130569.6
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 0.90039062 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130875.3
01/16/2018 22:37:47:  Epoch[21 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 0.91059570 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131016.0
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 0.90385742 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129759.5
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 0.88461914 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126239.0
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 0.89282227 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130785.7
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 0.88974609 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129528.4
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 0.87309570 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130666.9
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 0.83276367 * 1280; EvalClassificationError = 0.25390625 * 1280; time = 0.0099s; samplesPerSecond = 128866.0
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 0.85610352 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0101s; samplesPerSecond = 127156.9
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 0.91445312 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130903.4
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 0.89252930 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130740.3
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 0.88627930 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130614.9
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 0.88745117 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130797.8
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 0.89628906 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130646.9
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 0.91108398 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130180.5
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 0.89360352 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130572.3
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 0.94487305 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129760.9
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 0.85107422 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0098s; samplesPerSecond = 130886.0
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 0.88305664 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130753.7
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 0.92812500 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128394.2
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 0.88930664 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130844.6
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 0.90727539 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129724.0
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 0.91582031 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130451.2
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 0.90278320 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130668.2
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 0.89375000 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130343.6
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 0.94423828 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129243.3
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 0.87314453 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130816.5
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 0.82192383 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0100s; samplesPerSecond = 127367.0
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 0.89321289 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 128829.7
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 0.95180664 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129703.0
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 0.93476563 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130795.1
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 0.94912109 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 0.91992188 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130568.3
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 0.90112305 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0102s; samplesPerSecond = 125881.4
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 0.91606445 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130836.5
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 0.91635742 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130771.0
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 0.93295898 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129908.4
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 0.88642578 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130761.7
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 0.96093750 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 128149.9
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 0.89121094 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 126723.9
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 0.96254883 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130729.6
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 0.95341797 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 127670.6
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 0.87856445 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130935.6
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 0.90761719 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129803.0
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 0.89980469 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130477.8
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 0.97968750 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130606.9
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 0.88403320 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130629.6
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 0.94238281 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129855.6
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 0.89511719 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130355.5
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 0.87753906 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0101s; samplesPerSecond = 126151.9
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 0.92197266 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130697.6
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 0.93378906 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130767.0
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 0.91108398 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129531.1
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 0.88862305 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130509.7
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 0.92246094 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0103s; samplesPerSecond = 124056.3
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 0.92070312 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129842.5
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 0.91855469 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130672.2
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 0.91518555 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130439.2
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 0.90859375 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128625.1
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 0.87412109 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130693.6
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 0.90986328 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 0.91669922 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130884.7
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 0.85483398 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130759.0
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 0.88134766 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130829.8
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 0.85737305 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130644.2
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 0.89033203 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0101s; samplesPerSecond = 127255.6
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 0.99443359 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 130569.6
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 0.93305664 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129770.1
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 0.85244141 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130779.1
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 0.94848633 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128088.4
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 0.94560547 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130289.2
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 0.89233398 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130665.6
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 0.90566406 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129093.4
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 0.94438477 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130823.2
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 0.93090820 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 128407.1
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 0.92773438 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130970.4
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 0.93198242 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 128687.2
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 0.95634766 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130852.6
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 0.94101563 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130495.1
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 0.92705078 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0102s; samplesPerSecond = 125161.3
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 0.88056641 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130008.6
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 0.88544922 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130602.9
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 0.93583984 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130496.4
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 0.88930664 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129587.4
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 0.97612305 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130507.0
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 0.88984375 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129434.1
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 0.88930664 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0098s; samplesPerSecond = 130656.2
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 0.95742187 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130359.5
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 0.90566406 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0109s; samplesPerSecond = 117638.4
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 0.89179688 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130763.0
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 0.94555664 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129436.7
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 0.90727539 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130054.9
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 0.93051758 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130604.2
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 0.90634766 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129071.3
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 0.90888672 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130384.7
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 0.92211914 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130386.1
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 0.89692383 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130644.2
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 0.88652344 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130731.0
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 0.90205078 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130936.9
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 0.89121094 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129360.9
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 0.97011719 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130957.0
01/16/2018 22:37:48:  Epoch[21 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 0.89780273 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130853.9
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 0.92988281 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 128794.7
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 0.88325195 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131005.3
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 0.87104492 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130099.8
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 0.94199219 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130710.9
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 0.89443359 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0100s; samplesPerSecond = 128019.2
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 0.89487305 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129521.9
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 0.88437500 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130582.9
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 0.90947266 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129926.8
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 0.91171875 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130180.5
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 0.85683594 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 130536.3
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 0.86103516 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128418.6
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 0.87558594 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130646.9
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 0.95361328 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130689.6
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 0.88681641 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130322.3
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 0.84960938 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130665.6
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 0.87553711 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128561.8
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 0.93027344 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 128487.0
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 0.90239258 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 131080.4
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 0.97309570 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130156.7
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 0.83247070 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0098s; samplesPerSecond = 130501.7
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 0.97802734 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130527.0
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 0.86918945 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130951.7
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 0.94941406 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130225.6
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 0.92729492 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130809.8
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 0.95209961 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 128419.9
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 0.86347656 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129351.7
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 0.89003906 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130488.4
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 0.93657227 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 126180.5
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 0.83935547 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0098s; samplesPerSecond = 130372.8
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 0.90219727 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130003.4
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 0.93403320 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130661.6
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 0.93466797 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130743.0
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 0.91801758 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129507.5
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 0.88657227 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130606.9
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 0.86772461 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130803.1
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 0.90654297 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130912.8
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 0.93178711 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130536.3
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 0.96689453 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130507.0
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 0.87924805 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129872.8
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 0.92275391 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130612.2
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 0.93002930 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129651.8
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 0.91313477 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130970.4
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 0.85581055 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130459.2
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 0.89785156 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130192.4
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 0.96665039 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130641.6
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 0.92963867 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130781.7
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 0.88627930 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 128893.2
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 0.89267578 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130943.6
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 0.89125977 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0102s; samplesPerSecond = 125566.5
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 0.92148438 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127808.3
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 0.92041016 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 0.83510742 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130836.5
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 0.90175781 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127687.2
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 0.88906250 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130863.3
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 0.92988281 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128340.1
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 0.89423828 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129396.2
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 0.92470703 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 129974.3
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 0.91533203 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 126423.5
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 0.88500977 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130828.5
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 0.94584961 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130843.2
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 0.94291992 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130629.6
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 0.86992187 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130940.9
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 0.90898437 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130686.9
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 0.89282227 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0103s; samplesPerSecond = 124856.1
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 0.86660156 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 131064.3
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 0.86533203 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129615.0
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 0.88447266 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 129775.3
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 0.93701172 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130596.3
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 0.89790039 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127961.6
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 0.89394531 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0102s; samplesPerSecond = 125736.7
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 0.91997070 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130693.6
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 0.86655273 * 1280; EvalClassificationError = 0.26796875 * 1280; time = 0.0100s; samplesPerSecond = 127896.4
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 0.91743164 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130971.7
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 0.94897461 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 126641.1
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 0.85102539 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130985.2
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 0.90000000 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130641.6
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 0.87397461 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130565.6
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 0.87416992 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129577.0
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 0.91699219 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130857.9
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 0.89780273 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130705.6
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 0.94287109 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 0.92426758 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 0.90795898 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130428.6
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 0.88671875 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130820.5
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 0.92001953 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0121s; samplesPerSecond = 105401.0
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 0.88510742 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129512.7
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 0.94658203 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130483.1
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 0.89760742 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0101s; samplesPerSecond = 127077.4
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 0.89833984 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128197.4
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 0.87783203 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130745.7
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 0.89135742 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0102s; samplesPerSecond = 125091.6
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 0.85996094 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0099s; samplesPerSecond = 129287.7
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 0.91562500 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130756.3
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 0.92221680 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 128155.1
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 0.85830078 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 128487.0
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 0.88681641 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130468.5
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 0.91728516 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130601.6
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 0.95209961 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130060.2
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 0.92802734 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 0.85102539 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130670.9
01/16/2018 22:37:49:  Epoch[21 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 0.88984375 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131006.6
01/16/2018 22:37:50:  Epoch[21 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 0.93833008 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0101s; samplesPerSecond = 127353.0
01/16/2018 22:37:50:  Epoch[21 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 0.84057617 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 127914.3
01/16/2018 22:37:50:  Epoch[21 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 0.94375000 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 131097.8
01/16/2018 22:37:50:  Epoch[21 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 0.92182617 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130338.3
01/16/2018 22:37:50:  Epoch[21 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 0.89458008 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129257.7
01/16/2018 22:37:50:  Epoch[21 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 0.94169922 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130628.2
01/16/2018 22:37:50:  Epoch[21 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 0.93466797 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0102s; samplesPerSecond = 125649.1
01/16/2018 22:37:50:  Epoch[21 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 0.92890625 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130282.6
01/16/2018 22:37:50:  Epoch[21 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 0.84726563 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130781.7
01/16/2018 22:37:50:  Epoch[21 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 0.94291992 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0113s; samplesPerSecond = 113668.7
01/16/2018 22:37:50:  Epoch[21 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 0.90078125 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130563.0
01/16/2018 22:37:50:  Epoch[21 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 0.95605469 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130866.0
01/16/2018 22:37:50:  Epoch[21 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 0.86972656 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130890.1
01/16/2018 22:37:50:  Epoch[21 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 0.99555664 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130997.2
01/16/2018 22:37:50:  Epoch[21 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 0.90610352 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128322.1
01/16/2018 22:37:50:  Epoch[21 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 0.93593750 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 128069.2
01/16/2018 22:37:50:  Epoch[21 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 0.95712891 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130561.6
01/16/2018 22:37:50:  Epoch[21 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 0.86733398 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130586.9
01/16/2018 22:37:50:  Epoch[21 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 0.98447266 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130122.3
01/16/2018 22:37:50:  Epoch[21 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 0.88212891 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130784.4
01/16/2018 22:37:50:  Epoch[21 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 0.95429688 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128621.2
01/16/2018 22:37:50:  Epoch[21 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 0.87084961 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 128890.6
01/16/2018 22:37:50:  Epoch[21 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 0.89145508 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 128927.0
01/16/2018 22:37:50:  Epoch[21 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 0.91733398 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130892.7
01/16/2018 22:37:50:  Epoch[21 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 0.90288086 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130918.2
01/16/2018 22:37:50:  Epoch[21 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 0.86352539 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 129372.6
01/16/2018 22:37:50: Finished Epoch[21 of 25]: [Training] CrossEntropyWithSoftmax = 0.90930284 * 1124823; EvalClassificationError = 0.29627684 * 1124823; totalSamplesSeen = 23621283; learningRatePerSample = 2.9802322e-08; epochTime=8.7669s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:37:50: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.23335486 * 122487; perplexity = 3.43272654; EvalClassificationError = 0.38822079 * 122487
01/16/2018 22:37:50: Finished Epoch[21 of 25]: [Validate] CrossEntropyWithSoftmax = 1.23335486 * 122487; EvalClassificationError = 0.38822079 * 122487
01/16/2018 22:37:50: Loading (rolling back to) previous model with best training-criterion value: /tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.20.
ValidateSubNetwork: InvStdOfFeatures InvStdDev operation changed, from [792 x 1] to [792].ValidateSubNetwork: MeanOfFeatures Mean operation changed, from [792 x 1] to [792].ValidateSubNetwork: Prior Mean operation changed, from [183 x 1] to [183].01/16/2018 22:37:50: learnRatePerSample reduced to 1.4901161e-08
01/16/2018 22:37:50: SGD: revoke back to and update checkpoint file for epoch 20

01/16/2018 22:37:50: Starting Epoch 21: learning rate per sample = 0.000000  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 20: frames [22496460..23621283] (first utterance at frame 22496460), data subset 0 of 1, with 1 datapasses

01/16/2018 22:37:50: Starting minibatch loop.
01/16/2018 22:37:50:  Epoch[21 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 0.95715961 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 127388.5
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 0.89169769 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130760.4
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 0.91692810 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0114s; samplesPerSecond = 112185.2
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 0.91298008 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0101s; samplesPerSecond = 126601.1
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 0.96212349 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130431.2
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 0.93729362 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130533.7
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 0.88907661 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130698.9
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 0.93957214 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0108s; samplesPerSecond = 118048.5
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 0.89142456 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0103s; samplesPerSecond = 124015.4
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 0.94609680 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128269.4
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 0.91555786 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130617.6
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 0.92799225 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130903.4
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 0.93188019 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130459.2
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 0.90970001 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130693.6
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 0.95546570 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0101s; samplesPerSecond = 126581.0
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 0.91530304 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130199.1
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 0.87360992 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130875.3
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 0.97339478 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130135.5
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 0.89789734 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130875.3
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 0.91365204 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 128691.1
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 0.94689789 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129166.4
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 0.94010620 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130939.6
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 0.92509460 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130851.2
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 0.92994232 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130556.3
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 0.93793182 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130763.0
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 0.88186951 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128578.6
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 0.90788269 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130115.7
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 0.90943298 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 130331.6
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 0.90462646 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0108s; samplesPerSecond = 117983.2
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 0.92856140 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130480.4
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 0.86509399 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130630.9
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 0.88597107 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129161.2
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 0.87122498 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130616.2
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 0.95710754 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0101s; samplesPerSecond = 127174.6
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 0.97108459 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130497.7
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 0.90030518 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130860.6
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 0.95191040 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130775.0
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 0.95950012 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130924.9
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 0.85841064 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130852.6
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 0.85300598 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 126624.9
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 0.89769287 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130529.7
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 0.93286438 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129870.1
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 0.94184570 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0108s; samplesPerSecond = 118503.2
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 0.95202637 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130775.0
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 0.92124329 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0101s; samplesPerSecond = 126155.6
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 0.94607239 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130884.7
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 0.90198975 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130680.3
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 0.88748474 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0105s; samplesPerSecond = 122074.5
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 0.89691467 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129296.8
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 0.89926147 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130333.0
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 0.88551941 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130515.0
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 0.88675842 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 128314.4
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 0.91159668 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130477.8
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 0.90789490 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127982.1
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 0.90723877 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130689.6
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 0.88728333 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130958.3
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 0.90018921 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129315.1
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 0.86878662 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130658.9
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 0.93969727 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0103s; samplesPerSecond = 124283.9
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 0.89589844 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127448.1
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 0.92394409 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130456.5
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 0.90668945 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130525.7
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 0.87479248 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130670.9
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 0.92853394 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130816.5
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 0.89210815 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127763.6
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 0.92001343 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130142.1
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 0.93005981 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130931.6
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 0.90110474 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129806.9
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 0.91195679 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0113s; samplesPerSecond = 113293.4
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 0.97243042 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130886.0
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 0.98366699 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130511.0
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 0.88753662 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130676.2
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 0.85334473 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0098s; samplesPerSecond = 130291.8
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 0.83052979 * 1280; EvalClassificationError = 0.25546875 * 1280; time = 0.0100s; samplesPerSecond = 128185.9
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 0.88790894 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130807.1
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 0.89310913 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130289.2
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 0.91284790 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130714.9
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 0.92730103 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130764.4
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 0.88226929 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128329.8
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 0.89371948 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127685.9
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 0.94754028 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130781.7
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 0.90711670 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130601.6
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 0.90535278 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130816.5
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 0.90166626 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 128046.1
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 0.90903931 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130954.3
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 0.89171143 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130969.1
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 0.87770996 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130753.7
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 0.87992554 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130420.6
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 0.85690918 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0106s; samplesPerSecond = 121150.2
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 0.91720581 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 129984.9
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 0.83656616 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0101s; samplesPerSecond = 127307.4
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 0.90360107 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130705.6
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 0.87813721 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130947.6
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 0.91383667 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0099s; samplesPerSecond = 129122.1
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 0.89723511 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130724.3
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 0.90056152 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129700.4
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 0.86704712 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130821.8
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 0.94677734 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130547.0
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 0.91274414 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130270.6
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 0.89891968 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130617.6
01/16/2018 22:37:51:  Epoch[21 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 0.91248779 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130852.6
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 0.93962402 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0113s; samplesPerSecond = 113598.0
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 0.95377197 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130725.6
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 0.87248535 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0100s; samplesPerSecond = 128218.0
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 0.90170898 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129370.0
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 0.94058228 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130310.4
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 0.89978638 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 127042.1
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 0.96104126 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 127363.2
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 0.88964844 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0104s; samplesPerSecond = 123136.1
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 0.91000977 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0101s; samplesPerSecond = 127047.1
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 0.90346680 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130674.9
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 0.93591919 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127842.8
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 0.92808228 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 0.88911133 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130721.6
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 0.89647217 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 128047.4
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 0.89971924 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130367.5
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 0.95360107 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130694.9
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 0.92265625 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130501.7
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 0.92060547 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 128938.7
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 0.94952393 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130870.0
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 0.96678467 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130593.6
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 0.95262451 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 0.95921631 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 128946.5
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 0.92709961 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129118.2
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 0.88952637 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130866.0
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 0.92635498 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130629.6
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 0.86121826 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130789.7
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 0.91967773 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129864.9
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 0.93525391 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0102s; samplesPerSecond = 125418.9
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 0.95382080 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128378.7
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 0.94715576 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 131085.8
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 0.91561279 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 0.89117432 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130642.9
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 0.88051758 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0101s; samplesPerSecond = 126659.9
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 0.92368164 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129771.4
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 0.93729248 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130735.0
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 0.90056152 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129903.1
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 0.99146729 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0163s; samplesPerSecond = 78464.5
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 0.92454834 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0101s; samplesPerSecond = 126809.3
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 0.96376953 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130245.4
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 0.97288818 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 128773.9
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 0.92285156 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129838.5
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 0.93415527 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131148.9
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 0.87167969 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0101s; samplesPerSecond = 126785.4
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 0.85401611 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129334.7
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 0.89353027 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130997.2
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 0.91099854 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129667.5
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 0.94000244 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130566.9
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 0.88483887 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127795.5
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 0.87277832 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 129340.0
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 0.92050781 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130946.3
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 0.86748047 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130340.9
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 0.89858398 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128085.8
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 0.91618652 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130844.6
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 0.97650146 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 128282.2
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 0.92940674 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0099s; samplesPerSecond = 129083.0
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 0.91486816 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130843.2
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 0.95374756 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127692.3
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 0.91776123 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130857.9
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 0.91622314 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128174.3
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 0.91099854 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127656.6
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 0.89205322 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 0.89259033 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129712.2
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 0.90913086 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128354.3
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 0.93363037 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130977.1
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 0.92766113 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 128780.4
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 0.91475830 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129692.5
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 0.95286865 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129756.9
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 0.88398438 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 128557.9
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 0.92419434 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131174.4
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 0.89993896 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0101s; samplesPerSecond = 126945.1
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 0.92647705 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130532.3
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 0.94978027 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130604.2
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 0.86602783 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127403.8
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 0.92540283 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 127925.8
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 0.94364014 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130862.0
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 0.91799316 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130033.7
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 0.89649658 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0102s; samplesPerSecond = 125996.7
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 0.90479736 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130995.9
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 0.85689697 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 127469.7
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 0.87747803 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131119.3
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 0.88236084 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 131154.3
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 0.86350098 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0101s; samplesPerSecond = 126883.4
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 0.86014404 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130629.6
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 0.93757324 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130755.0
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 0.89132080 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130278.6
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 0.91193848 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 131132.8
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 0.96208496 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130250.7
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 0.97878418 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 128220.5
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 0.90965576 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 0.90999756 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 127818.5
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 0.90637207 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130780.4
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 0.94296875 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 131126.0
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 0.85886230 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0101s; samplesPerSecond = 126617.3
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 0.92403564 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131075.0
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 0.95072021 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 129120.8
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 0.87537842 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129294.2
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 0.88104248 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 0.88782959 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 126288.8
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 0.93769531 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131174.4
01/16/2018 22:37:52:  Epoch[21 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 0.92308350 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130374.1
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 0.94270020 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130940.9
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 0.88494873 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0102s; samplesPerSecond = 125431.2
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 0.91739502 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 128770.0
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 0.91298828 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128416.1
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 0.86082764 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130688.3
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 0.86083984 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130135.5
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 0.90876465 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 126859.5
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 0.89577637 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130957.0
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 0.90938721 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129875.4
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 0.93104248 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129583.5
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 0.84412842 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0098s; samplesPerSecond = 130209.7
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 0.93569336 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129442.0
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 0.91086426 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127482.4
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 0.90877686 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130902.1
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 0.88236084 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130597.6
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 0.94732666 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130982.5
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 0.95919189 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130394.0
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 0.94028320 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 127101.4
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 0.89499512 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130676.2
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 0.94184570 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129536.3
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 0.88292236 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 128645.8
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 0.93123779 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130879.3
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 0.86418457 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0100s; samplesPerSecond = 128080.7
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 0.92487793 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128494.7
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 0.87858887 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129936.0
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 0.85283203 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130665.6
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 0.92932129 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 0.97385254 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0102s; samplesPerSecond = 124954.9
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 0.86464844 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 129966.4
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 0.96281738 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130847.2
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 0.90517578 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129882.0
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 0.89243164 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127837.6
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 0.94348145 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 131005.3
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 0.93227539 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 128412.2
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 0.95971680 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130082.6
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 0.88657227 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130898.1
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 0.87741699 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130598.9
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 0.86271973 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 131109.9
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 0.90695801 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0102s; samplesPerSecond = 125582.5
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 0.88422852 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129379.2
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 0.90349121 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 131092.5
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 0.97478027 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129586.1
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 0.95891113 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0101s; samplesPerSecond = 127298.6
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 0.85175781 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130805.8
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 0.96708984 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130471.1
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 0.98029785 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130074.7
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 0.91157227 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 131072.3
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 0.87902832 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0102s; samplesPerSecond = 125898.7
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 0.89497070 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131083.1
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 0.93356934 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127383.5
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 0.91765137 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130517.7
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 0.87885742 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130749.7
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 0.92846680 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0101s; samplesPerSecond = 126825.6
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 0.92441406 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 128871.2
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 0.90969238 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130947.6
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 0.87565918 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129917.6
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 0.93032227 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128421.2
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 0.88044434 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130926.2
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 0.95930176 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128458.6
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 0.90283203 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 128930.9
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 0.91433105 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130962.4
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 0.88942871 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 129167.7
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 0.90021973 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130740.3
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 0.90849609 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0102s; samplesPerSecond = 125950.8
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 0.93637695 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129122.1
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 0.86640625 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130761.7
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 0.91923828 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129191.1
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 0.93073730 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0101s; samplesPerSecond = 126250.2
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 0.92102051 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130833.9
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 0.92182617 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130217.6
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 0.93383789 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130500.4
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 0.92287598 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130753.7
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 0.93322754 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0102s; samplesPerSecond = 125869.0
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 0.98300781 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 131005.3
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 0.89528809 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130439.2
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 0.89750977 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 129885.9
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 0.91037598 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0097s; samplesPerSecond = 131304.9
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 0.85280762 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0102s; samplesPerSecond = 126042.6
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 0.90715332 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130866.0
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 0.96877441 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130999.9
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 0.90893555 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127768.7
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 0.86494141 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 127808.3
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 0.92753906 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130985.2
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 0.91345215 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 0.90678711 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 0.90725098 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130829.8
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 0.92333984 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129334.7
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 0.93476563 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129792.4
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 0.90637207 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0102s; samplesPerSecond = 126043.8
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 0.91843262 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130205.7
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 0.86840820 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130785.7
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 0.94182129 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129044.0
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 0.95368652 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0101s; samplesPerSecond = 126444.7
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 0.92548828 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 131022.7
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 0.86630859 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130491.1
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 0.91083984 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130912.8
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 0.93435059 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 128814.1
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 0.89577637 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0101s; samplesPerSecond = 127032.0
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 0.96967773 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130682.9
01/16/2018 22:37:53:  Epoch[21 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 0.94299316 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129808.2
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 0.93461914 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 129574.3
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 0.88110352 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130142.1
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 0.88493652 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127469.7
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 0.93437500 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129445.9
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 0.92524414 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130946.3
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 0.87961426 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0099s; samplesPerSecond = 129554.7
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 0.92114258 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130668.2
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 0.90603027 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 126158.1
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 0.96093750 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 129982.2
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 0.88122559 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130004.7
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 0.92207031 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129709.6
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 0.90192871 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129493.1
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 0.86484375 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130669.6
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 0.91879883 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0101s; samplesPerSecond = 126134.5
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 0.96159668 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130074.7
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 0.92912598 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130875.3
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 0.89584961 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129083.0
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 0.89199219 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130803.1
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 0.93618164 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0102s; samplesPerSecond = 126056.2
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 0.92177734 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130343.6
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 0.97868652 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130596.3
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 0.89250488 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0101s; samplesPerSecond = 127095.1
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 0.89392090 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129174.2
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 0.89409180 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 131073.7
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 0.87897949 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130278.6
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 0.91757813 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130306.4
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 0.89206543 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131122.0
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 0.97434082 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0101s; samplesPerSecond = 126262.6
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 0.90341797 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131177.1
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 0.92209473 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130916.8
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 0.88300781 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130451.2
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 0.87829590 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131038.8
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 0.88530273 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0102s; samplesPerSecond = 125886.4
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 0.93190918 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130866.0
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 0.89338379 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131190.6
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 0.89348145 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130367.5
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 0.90114746 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130963.7
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 0.89265137 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 131080.4
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 0.92133789 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127415.2
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 0.93210449 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130961.0
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 0.87021484 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130945.0
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 0.90690918 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129866.2
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 0.97797852 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130973.1
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 0.86164551 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126115.8
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 0.95810547 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130662.9
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 0.91796875 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131095.2
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 0.92387695 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130379.4
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 0.89145508 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 131084.4
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 0.90524902 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130973.1
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 0.98081055 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129192.4
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 0.90009766 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130867.3
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 0.94812012 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128080.7
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 0.89938965 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128457.3
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 0.96083984 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130823.2
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 0.88671875 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0100s; samplesPerSecond = 127939.9
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 0.93942871 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130805.8
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 0.95195312 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130686.9
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 0.93481445 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127485.0
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 0.94812012 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129575.6
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 0.93037109 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130685.6
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 0.90864258 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128307.9
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 0.89912109 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129401.4
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 0.93742676 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130616.2
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 0.91552734 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0101s; samplesPerSecond = 127203.7
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 0.88002930 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130962.4
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 0.91171875 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 126980.3
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 0.90795898 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130749.7
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 0.89421387 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130990.5
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 0.88217773 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0101s; samplesPerSecond = 126553.5
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 0.86992187 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 128315.7
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 0.92770996 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130812.5
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 0.90158691 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130480.4
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 0.95803223 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130323.7
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 0.92814941 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130920.8
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 0.89516602 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 128962.1
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 0.86176758 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 131041.5
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 0.84956055 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130924.9
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 0.89233398 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0101s; samplesPerSecond = 126904.8
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 0.89235840 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131080.4
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 0.93176270 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 128717.0
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 0.98593750 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0110s; samplesPerSecond = 116084.0
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 0.88923340 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130429.9
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 0.93449707 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 127752.2
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 0.95437012 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129227.7
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 0.88056641 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130974.4
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 0.90964355 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129926.8
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 0.95734863 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129176.8
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 0.98041992 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 131213.4
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 0.88271484 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0100s; samplesPerSecond = 128073.0
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 0.87880859 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0097s; samplesPerSecond = 131356.1
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 0.84128418 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127641.3
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 0.92048340 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 131123.4
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 0.90498047 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131195.9
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 0.85856934 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0101s; samplesPerSecond = 127029.5
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 0.91779785 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129269.4
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 0.89970703 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 131161.0
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 0.94860840 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129916.3
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 0.91579590 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127528.1
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 0.91005859 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130876.7
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 0.91826172 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 128741.6
01/16/2018 22:37:54:  Epoch[21 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 0.91823730 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130930.2
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 0.92163086 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 128833.6
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 0.95029297 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130610.9
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 0.89946289 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130871.3
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 0.93095703 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130521.7
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 0.93864746 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129618.9
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 0.86335449 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 131175.8
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 0.93933105 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0102s; samplesPerSecond = 125950.8
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 0.94575195 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130400.7
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 0.91652832 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 131046.8
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 0.89482422 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129937.4
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 0.87475586 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130930.2
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 0.86093750 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0100s; samplesPerSecond = 127582.8
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 0.88063965 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0100s; samplesPerSecond = 127609.5
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 0.87531738 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130714.9
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 0.88859863 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0099s; samplesPerSecond = 128768.7
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 0.89218750 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129012.8
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 0.90644531 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 131092.5
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 0.94846191 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129483.9
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 0.85810547 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0099s; samplesPerSecond = 129893.9
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 0.91420898 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131044.2
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 0.87714844 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 129010.1
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 0.91340332 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 131111.3
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 0.93476563 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 127139.3
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 0.83867187 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 129244.6
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 0.95559082 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130965.0
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 0.91691895 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 128981.5
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 0.86181641 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0101s; samplesPerSecond = 126526.0
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 0.89836426 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130250.7
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 0.91062012 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130601.6
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 0.94929199 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130804.4
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 0.82663574 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 131111.3
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 0.89624023 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0101s; samplesPerSecond = 127251.8
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 0.88117676 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0097s; samplesPerSecond = 131304.9
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 0.92834473 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130027.1
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 0.89794922 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130596.3
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 0.87272949 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 131108.6
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 0.88332520 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129917.6
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 0.88808594 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0100s; samplesPerSecond = 128360.7
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 0.94399414 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 131115.3
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 0.94111328 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129540.2
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 0.90019531 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 128899.7
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 0.88852539 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 131030.7
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 0.89541016 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128380.0
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 0.92456055 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130817.8
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 0.91203613 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 128408.3
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 0.90302734 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130132.9
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 0.93403320 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130776.4
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 0.88837891 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128608.3
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 0.86752930 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128252.7
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 0.87661133 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131177.1
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 0.92573242 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130138.2
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 0.91855469 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128052.5
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 0.94731445 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130656.2
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 0.84169922 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 129357.0
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 0.95019531 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0097s; samplesPerSecond = 131580.3
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 0.92910156 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129882.0
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 0.83603516 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 128016.6
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 0.94599609 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0097s; samplesPerSecond = 131294.2
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 0.88618164 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0097s; samplesPerSecond = 131530.3
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 0.91044922 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131120.7
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 0.92988281 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131206.7
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 0.89970703 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129328.2
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 0.93159180 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130890.1
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 0.88652344 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0101s; samplesPerSecond = 126404.8
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 0.95170898 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129081.7
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 0.88017578 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131178.5
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 0.87553711 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127804.5
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 0.84604492 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0101s; samplesPerSecond = 127217.6
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 0.92138672 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131230.9
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 0.94423828 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130363.5
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 0.87099609 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130319.7
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 0.89863281 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130460.5
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 0.90537109 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0102s; samplesPerSecond = 125296.1
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 0.93203125 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130930.2
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 0.88447266 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 131076.4
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 0.85581055 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130058.8
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 0.94111328 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130919.5
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 0.92294922 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 127693.5
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 0.86708984 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130237.5
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 0.89477539 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 131166.4
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 0.86513672 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130233.5
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 0.92529297 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0102s; samplesPerSecond = 125846.8
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 0.91894531 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129859.6
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 0.94130859 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130765.7
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 0.94189453 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130103.8
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 0.91782227 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131068.3
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 0.91303711 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129863.5
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 0.88818359 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130978.4
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 0.94399414 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0102s; samplesPerSecond = 125709.6
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 1.00585938 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130209.7
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 0.84736328 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130374.1
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 0.85224609 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129059.6
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 0.89697266 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0101s; samplesPerSecond = 127053.5
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 0.89106445 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 131009.3
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 0.93710938 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130499.1
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 0.84125977 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 131167.7
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 0.89677734 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131150.2
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 0.85917969 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0100s; samplesPerSecond = 128280.9
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 0.91757813 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130938.3
01/16/2018 22:37:55:  Epoch[21 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 0.98486328 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 128955.6
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 0.88212891 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130192.4
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 0.90834961 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130335.6
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 0.96250000 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127993.6
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 0.88144531 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130725.6
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 0.85478516 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130951.7
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 0.91489258 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128545.0
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 0.93652344 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 127407.6
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 0.95659180 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130837.9
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 0.94692383 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 128392.9
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 0.93862305 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130914.1
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 0.91489258 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130694.9
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 0.90297852 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129820.1
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 0.89907227 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127817.2
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 0.85605469 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0101s; samplesPerSecond = 127050.9
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 0.89804688 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128328.5
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 0.92006836 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 131103.2
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 0.91757813 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129799.0
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 0.85693359 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130902.1
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 0.91743164 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131143.5
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 0.91674805 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130803.1
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 0.89272461 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 131065.6
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 0.88583984 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 128904.9
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 0.91020508 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128404.5
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 0.88100586 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130859.3
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 0.91445312 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129796.4
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 0.84838867 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 129309.9
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 0.87094727 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 131138.1
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 0.87260742 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0100s; samplesPerSecond = 127585.3
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 0.87451172 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130352.9
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 0.97397461 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 131079.0
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 0.85185547 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130318.4
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 0.87368164 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130561.6
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 0.97661133 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0101s; samplesPerSecond = 126424.7
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 0.94169922 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130563.0
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 0.96787109 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0097s; samplesPerSecond = 131307.6
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 0.91098633 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130113.0
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 0.85546875 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0098s; samplesPerSecond = 130028.4
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 0.88691406 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130560.3
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 0.88920898 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 126224.0
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 0.92343750 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130350.2
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 0.94033203 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130788.4
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 0.87514648 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 128771.3
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 0.90141602 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131010.6
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 0.91240234 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 126848.2
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 0.88261719 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130425.9
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 0.93808594 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130592.3
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 0.92641602 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130525.7
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 0.95966797 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129132.5
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 0.85673828 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130408.6
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 0.94379883 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129497.0
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 0.95532227 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 129256.4
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 0.92255859 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130535.0
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 0.95029297 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 127813.4
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 0.83906250 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 130541.6
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 0.88461914 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 129958.5
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 1.02241211 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130151.4
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 0.94663086 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130294.5
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 0.87211914 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 127378.4
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 0.90136719 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 128862.1
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 0.91259766 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 0.91494141 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128149.9
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 0.88994141 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 131139.5
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 0.91206055 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 131104.6
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 0.88554687 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0102s; samplesPerSecond = 125144.2
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 0.92070312 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130882.0
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 0.89916992 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 128649.7
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 0.87553711 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129870.1
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 0.90112305 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 131105.9
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 0.90087891 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0103s; samplesPerSecond = 124856.1
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 0.91972656 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129024.5
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 0.94970703 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130783.1
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 0.93388672 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130142.1
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 0.93710938 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0102s; samplesPerSecond = 125523.4
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 0.91318359 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130848.6
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 0.96713867 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129791.1
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 1.00952148 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 130391.4
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 0.91621094 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129338.7
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 0.88471680 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0101s; samplesPerSecond = 126163.1
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 0.87524414 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130326.3
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 0.84287109 * 1280; EvalClassificationError = 0.26328125 * 1280; time = 0.0099s; samplesPerSecond = 129444.6
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 0.94580078 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128436.7
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 0.90400391 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130221.6
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 0.95356445 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 128016.6
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 0.92070312 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130193.8
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 0.87978516 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130114.4
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 0.93110352 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128251.4
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 0.88823242 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127989.8
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 0.92680664 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130209.7
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 0.94262695 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128306.7
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 0.85786133 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130709.6
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 0.94467773 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130074.7
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 0.89458008 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 129654.4
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 0.93095703 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129594.0
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 0.87612305 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0100s; samplesPerSecond = 128098.6
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 0.86254883 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0099s; samplesPerSecond = 129178.1
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 0.87480469 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0098s; samplesPerSecond = 131087.1
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 0.97578125 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 128578.6
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 0.86005859 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 129609.8
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 0.87871094 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130908.8
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 0.86391602 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129189.8
01/16/2018 22:37:56:  Epoch[21 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 0.94047852 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130938.3
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 0.90810547 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130493.7
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 0.94716797 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127749.6
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 0.87504883 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130669.6
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 0.91801758 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129548.1
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 0.85864258 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 128964.7
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 0.94438477 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130642.9
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 0.90102539 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127793.0
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 0.85063477 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0098s; samplesPerSecond = 130363.5
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 0.92192383 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130378.1
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 0.90390625 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 128932.2
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 0.92724609 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130540.3
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 0.88354492 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130815.1
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 0.83950195 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0100s; samplesPerSecond = 128151.2
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 0.90375977 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130512.4
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 0.88715820 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0101s; samplesPerSecond = 127294.8
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 0.87192383 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127753.4
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 0.92714844 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131127.4
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 0.84418945 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0100s; samplesPerSecond = 128557.9
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 0.88901367 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131075.0
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 0.94516602 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130895.4
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 0.88969727 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 127920.7
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 0.88100586 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130775.0
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 0.88139648 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127970.6
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 0.91757813 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130268.0
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 0.89038086 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130504.4
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 0.89672852 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 127868.3
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 0.92944336 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127900.2
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 0.97172852 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 131202.7
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 0.89975586 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 128971.2
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 0.87758789 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130481.8
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 0.85693359 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130594.9
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 0.87607422 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0101s; samplesPerSecond = 127321.4
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 0.87250977 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130669.6
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 0.93066406 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130403.3
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 0.93525391 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130516.4
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 0.86435547 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130841.9
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 0.88911133 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127808.3
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 0.88837891 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 128035.9
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 0.92773438 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131003.9
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 0.93999023 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130266.6
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 0.92524414 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128079.4
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 0.93466797 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130313.1
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 0.89423828 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 128671.7
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 0.90336914 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130837.9
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 0.89047852 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129700.4
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 0.88491211 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130970.4
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 0.90039062 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130998.6
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 0.91059570 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126393.5
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 0.90385742 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0194s; samplesPerSecond = 66120.5
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 0.88461914 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130368.8
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 0.89282227 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129021.9
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 0.88974609 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129414.5
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 0.87309570 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130582.9
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 0.83276367 * 1280; EvalClassificationError = 0.25390625 * 1280; time = 0.0098s; samplesPerSecond = 130489.7
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 0.85610352 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0099s; samplesPerSecond = 129109.0
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 0.91445312 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0101s; samplesPerSecond = 126516.0
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 0.89252930 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130279.9
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 0.88627930 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 127008.1
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 0.88745117 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130110.4
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 0.89628906 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130908.8
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 0.91108398 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0102s; samplesPerSecond = 126079.8
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 0.89360352 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 126219.0
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 0.94482422 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130924.9
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 0.85107422 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0099s; samplesPerSecond = 128696.2
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 0.88305664 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130676.2
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 0.92812500 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0101s; samplesPerSecond = 126697.5
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 0.88930664 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0101s; samplesPerSecond = 127162.0
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 0.90727539 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130135.5
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 0.91582031 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130628.2
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 0.90278320 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 129954.5
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 0.89375000 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130680.3
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 0.94423828 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 128739.0
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 0.87314453 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130594.9
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 0.82192383 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130866.0
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 0.89321289 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128139.7
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 0.95180664 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130475.1
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 0.93476563 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 128771.3
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 0.94912109 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0114s; samplesPerSecond = 112250.2
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 0.91992188 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130924.9
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 0.90112305 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130769.7
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 0.91606445 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127498.9
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 0.91635742 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130943.6
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 0.93295898 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130207.0
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 0.88642578 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129417.1
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 0.96093750 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130784.4
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 0.89121094 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130981.1
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 0.96254883 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129045.3
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 0.95341797 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130429.9
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 0.87856445 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129120.8
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 0.90761719 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129291.6
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 0.89980469 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130668.2
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 0.97968750 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0101s; samplesPerSecond = 126344.9
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 0.88403320 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 131021.4
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 0.94238281 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130297.1
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 0.89511719 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130464.5
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 0.87753906 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130626.9
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 0.92197266 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130642.9
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 0.93378906 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130843.2
01/16/2018 22:37:57:  Epoch[21 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 0.91108398 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130606.9
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 0.88862305 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 126849.5
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 0.92246094 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 128937.4
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 0.92070312 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130529.7
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 0.91855469 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130002.0
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 0.91518555 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130821.8
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 0.90859375 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130634.9
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 0.87412109 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 128277.1
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 0.90986328 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130540.3
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 0.91669922 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130301.1
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 0.85483398 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130998.6
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 0.88134766 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131037.4
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 0.85737305 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130874.0
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 0.89033203 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130685.6
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 0.99443359 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0100s; samplesPerSecond = 128089.7
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 0.93305664 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130668.2
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 0.85244141 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130871.3
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 0.94848633 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130848.6
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 0.94560547 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130665.6
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 0.89233398 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130874.0
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 0.90566406 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130805.8
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 0.94438477 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128115.3
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 0.93090820 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130686.9
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 0.92773438 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130266.6
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 0.93198242 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130769.7
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 0.95634766 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129825.3
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 0.94101563 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131002.6
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 0.92705078 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130949.0
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 0.88056641 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0101s; samplesPerSecond = 126825.6
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 0.88544922 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130764.4
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 0.93583984 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129618.9
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 0.88930664 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130119.6
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 0.97612305 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 127851.7
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 0.88984375 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130705.6
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 0.88930664 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0098s; samplesPerSecond = 130716.3
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 0.95742187 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130982.5
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 0.90566406 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129351.7
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 0.89179688 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129696.4
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 0.94555664 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130645.6
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 0.90727539 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 126166.8
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 0.93051758 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0117s; samplesPerSecond = 109577.8
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 0.90634766 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130805.8
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 0.90888672 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129119.5
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 0.92211914 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128139.7
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 0.89692383 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130549.6
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 0.88652344 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130211.0
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 0.90205078 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129831.9
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 0.89121094 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131014.6
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 0.97011719 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 126772.8
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 0.89780273 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130870.0
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 0.92988281 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0110s; samplesPerSecond = 116506.6
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 0.88325195 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130197.7
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 0.87104492 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130749.7
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 0.94199219 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0103s; samplesPerSecond = 124198.3
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 0.89443359 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130851.2
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 0.89487305 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131103.2
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 0.88437500 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130082.6
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 0.90947266 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130652.2
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 0.91171875 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 0.85683594 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0099s; samplesPerSecond = 128669.1
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 0.86103516 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128056.3
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 0.87558594 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130646.9
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 0.95361328 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130704.3
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 0.88681641 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130424.6
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 0.84960938 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127393.6
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 0.87553711 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128228.2
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 0.93027344 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130704.3
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 0.90239258 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0100s; samplesPerSecond = 128627.7
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 0.97309570 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127905.4
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 0.83247070 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0098s; samplesPerSecond = 131091.1
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 0.97802734 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0112s; samplesPerSecond = 114021.0
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 0.86918945 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 0.94941406 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130789.7
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 0.92729492 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0100s; samplesPerSecond = 127828.7
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 0.95209961 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129478.6
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 0.86347656 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130993.2
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 0.89003906 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131118.0
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 0.93657227 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130942.3
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 0.83935547 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0102s; samplesPerSecond = 125828.2
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 0.90219727 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129792.4
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 0.93403320 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130743.0
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 0.93466797 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130407.3
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 0.91801758 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130697.6
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 0.88657227 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130886.0
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 0.86772461 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 131128.7
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 0.90654297 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 128998.4
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 0.93178711 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130444.5
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 0.96689453 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130589.6
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 0.87924805 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130940.9
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 0.92275391 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128052.5
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 0.93002930 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 127841.5
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 0.91313477 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130805.8
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 0.85581055 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130592.3
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 0.89785156 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0101s; samplesPerSecond = 127183.5
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 0.96665039 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130662.9
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 0.92963867 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0105s; samplesPerSecond = 121642.9
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 0.88627930 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130961.0
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 0.89267578 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130772.4
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 0.89125977 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0101s; samplesPerSecond = 127067.3
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 0.92148438 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0102s; samplesPerSecond = 125364.8
01/16/2018 22:37:58:  Epoch[21 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 0.92041016 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130260.0
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 0.83510742 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130348.9
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 0.90175781 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130515.0
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 0.88906250 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127635.0
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 0.92988281 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130200.4
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 0.89423828 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130636.2
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 0.92470703 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130537.7
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 0.91533203 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0104s; samplesPerSecond = 123236.9
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 0.88500977 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130573.6
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 0.94584961 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 128663.9
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 0.94291992 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 127938.6
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 0.86992187 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130441.9
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 0.90898437 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130118.3
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 0.89282227 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130800.4
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 0.86660156 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0101s; samplesPerSecond = 127003.0
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 0.86533203 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129058.3
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 0.88447266 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130664.2
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 0.93701172 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130524.3
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 0.89790039 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 127254.3
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 0.89394531 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130932.9
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 0.91997070 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 0.86655273 * 1280; EvalClassificationError = 0.26796875 * 1280; time = 0.0098s; samplesPerSecond = 130784.4
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 0.91743164 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130932.9
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 0.94897461 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128174.3
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 0.85102539 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130864.6
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 0.90000000 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 128067.9
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 0.87397461 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130543.0
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 0.87416992 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130024.5
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 0.91699219 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127798.1
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 0.89780273 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130329.0
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 0.94287109 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130279.9
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 0.92426758 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130570.9
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 0.90795898 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0101s; samplesPerSecond = 126183.0
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 0.88671875 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130529.7
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 0.92001953 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130323.7
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 0.88510742 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130807.1
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 0.94658203 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128049.9
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 0.89760742 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130471.1
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 0.89833984 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130844.6
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 0.87783203 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128354.3
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 0.89135742 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130130.2
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 0.85996094 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130700.3
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 0.91562500 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 127668.1
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 0.92221680 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0101s; samplesPerSecond = 127116.5
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 0.85830078 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130690.9
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 0.88681641 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0102s; samplesPerSecond = 125756.5
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 0.91728516 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130756.3
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 0.95209961 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130656.2
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 0.92802734 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130704.3
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 0.85102539 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 131093.8
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 0.88984375 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0101s; samplesPerSecond = 126398.5
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 0.93833008 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129311.2
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 0.84057617 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130660.2
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 0.94375000 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 128176.9
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 0.92182617 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130061.5
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 0.89458008 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130820.5
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 0.94169922 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 128860.8
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 0.93466797 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0102s; samplesPerSecond = 125843.1
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 0.92890625 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130688.3
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 0.84726563 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 128075.6
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 0.94291992 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130414.0
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 0.90078125 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129716.1
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 0.95605469 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130666.9
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 0.86972656 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130483.1
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 0.99555664 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0099s; samplesPerSecond = 129196.4
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 0.90610352 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130676.2
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 0.93593750 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 0.95712891 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130692.3
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 0.86733398 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0102s; samplesPerSecond = 126086.0
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 0.98452148 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130638.9
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 0.88212891 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0103s; samplesPerSecond = 124343.1
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 0.95429688 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130833.9
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 0.87084961 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130922.2
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 0.89145508 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0100s; samplesPerSecond = 128051.2
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 0.91733398 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130859.3
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 0.90288086 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129793.7
01/16/2018 22:37:59:  Epoch[21 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 0.86352539 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 129401.4
01/16/2018 22:37:59: Finished Epoch[21 of 25]: [Training] CrossEntropyWithSoftmax = 0.90930273 * 1124823; EvalClassificationError = 0.29627861 * 1124823; totalSamplesSeen = 23621283; learningRatePerSample = 1.4901161e-08; epochTime=8.78172s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:38:00: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.23335484 * 122487; perplexity = 3.43272651; EvalClassificationError = 0.38822079 * 122487
01/16/2018 22:38:00: Finished Epoch[21 of 25]: [Validate] CrossEntropyWithSoftmax = 1.23335484 * 122487; EvalClassificationError = 0.38822079 * 122487
01/16/2018 22:38:00: Loading (rolling back to) previous model with best training-criterion value: /tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.20.
ValidateSubNetwork: InvStdOfFeatures InvStdDev operation changed, from [792 x 1] to [792].ValidateSubNetwork: MeanOfFeatures Mean operation changed, from [792 x 1] to [792].ValidateSubNetwork: Prior Mean operation changed, from [183 x 1] to [183].01/16/2018 22:38:00: learnRatePerSample reduced to 7.4505806e-09
01/16/2018 22:38:00: SGD: revoke back to and update checkpoint file for epoch 20

01/16/2018 22:38:00: Starting Epoch 21: learning rate per sample = 0.000000  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 20: frames [22496460..23621283] (first utterance at frame 22496460), data subset 0 of 1, with 1 datapasses

01/16/2018 22:38:00: Starting minibatch loop.
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 0.95715961 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0102s; samplesPerSecond = 124918.3
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 0.89169788 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130138.2
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 0.91692810 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 128785.6
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 0.91298027 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129105.1
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 0.96212387 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 127855.5
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 0.93729401 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130665.6
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 0.88907700 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 128842.6
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 0.93957214 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130640.2
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 0.89142456 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0100s; samplesPerSecond = 128377.4
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 0.94609680 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130565.6
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 0.91555786 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130940.9
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 0.92799225 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129004.9
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 0.93188019 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 128869.9
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 0.90970001 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130767.0
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 0.95546570 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130677.6
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 0.91530304 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128335.0
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 0.87360992 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130989.2
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 0.97339478 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130391.4
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 0.89789581 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130557.6
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 0.91365204 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130539.0
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 0.94689789 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0101s; samplesPerSecond = 126225.3
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 0.94010620 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130768.4
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 0.92509460 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 128988.0
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 0.92994232 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128246.2
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 0.93793182 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130712.3
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 0.88186798 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0110s; samplesPerSecond = 116748.9
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 0.90788269 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 128940.0
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 0.90943146 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 130625.6
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 0.90462646 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 127601.9
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 0.92856140 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128413.5
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 0.86509399 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130839.2
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 0.88597412 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130445.9
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 0.87122498 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 131255.1
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 0.95710754 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 127410.1
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 0.97108459 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130519.0
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 0.90030518 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130920.8
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 0.95191040 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130928.9
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 0.95950012 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130419.3
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 0.85841064 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130780.4
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 0.85300598 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129098.6
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 0.89769287 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0103s; samplesPerSecond = 124685.9
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 0.93286438 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130853.9
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 0.94184570 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129810.9
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 0.95202637 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 131024.0
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 0.92124329 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 128396.7
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 0.94607239 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 127952.7
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 0.90198975 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130537.7
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 0.88748474 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 128644.5
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 0.89691467 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130318.4
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 0.89926147 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130561.6
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 0.88551941 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 128792.1
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 0.88675842 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130061.5
01/16/2018 22:38:00:  Epoch[21 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 0.91159668 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130723.0
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 0.90789490 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131112.6
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 0.90723877 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130808.5
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 0.88728333 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0102s; samplesPerSecond = 126041.3
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 0.90018921 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130297.1
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 0.86878662 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130965.0
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 0.93969727 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129128.6
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 0.89589844 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127545.9
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 0.92394409 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130958.3
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 0.90668945 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130021.8
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 0.87479248 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129162.5
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 0.92853394 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129880.7
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 0.89210815 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129152.0
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 0.92001343 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130835.2
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 0.93005981 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0102s; samplesPerSecond = 126017.7
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 0.90110474 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131234.9
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 0.91195679 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 0.97243042 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0100s; samplesPerSecond = 128130.7
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 0.98366699 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0101s; samplesPerSecond = 127127.9
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 0.88753662 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130696.3
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 0.85334473 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0099s; samplesPerSecond = 129920.2
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 0.83052979 * 1280; EvalClassificationError = 0.25546875 * 1280; time = 0.0098s; samplesPerSecond = 130859.3
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 0.88790894 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130892.7
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 0.89310913 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0101s; samplesPerSecond = 126457.2
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 0.91284790 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130431.2
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 0.92730103 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131052.2
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 0.88226929 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131049.5
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 0.89371948 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130887.4
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 0.94754028 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0102s; samplesPerSecond = 125834.4
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 0.90711670 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130837.9
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 0.90535278 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130536.3
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 0.90166626 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0106s; samplesPerSecond = 120551.1
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 0.90903931 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127411.4
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 0.89171143 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130966.4
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 0.87770996 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 127455.8
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 0.87992554 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129620.3
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 0.85690918 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130755.0
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 0.91720581 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130033.7
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 0.83656616 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0098s; samplesPerSecond = 130817.8
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 0.90360107 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0102s; samplesPerSecond = 125687.4
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 0.87813721 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130789.7
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 0.91383667 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 131081.7
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 0.89723511 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0108s; samplesPerSecond = 118378.2
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 0.90056152 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 128248.8
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 0.86704712 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130894.1
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 0.94677734 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129377.9
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 0.91274414 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129574.3
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 0.89891968 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130756.3
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 0.91248779 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128182.0
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 0.93962402 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129391.0
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 0.95377197 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130638.9
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 0.87248535 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0110s; samplesPerSecond = 116482.2
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 0.90170898 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130556.3
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 0.94058228 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130751.0
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 0.89978638 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130367.5
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 0.96104126 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130608.2
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 0.88964844 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128468.9
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 0.91000977 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 128264.2
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 0.90346680 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130859.3
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 0.93591919 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129085.6
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 0.92808228 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129624.2
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 0.88911133 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130955.7
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 0.89647217 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129712.2
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 0.89971924 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 127509.1
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 0.95360107 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130891.4
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 0.92265625 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130971.7
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 0.92060547 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130779.1
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 0.94952393 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 128671.7
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 0.96678467 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128275.8
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 0.95262451 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130927.5
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 0.95921631 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130690.9
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 0.92709961 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0111s; samplesPerSecond = 115425.5
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 0.88952637 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130371.5
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 0.92635498 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129460.3
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 0.86121826 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129922.9
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 0.91967773 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130388.7
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 0.93525391 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128454.7
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 0.95382080 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130902.1
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 0.94715576 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0101s; samplesPerSecond = 126383.6
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 0.91561279 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130652.2
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 0.89117432 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130617.6
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 0.88051758 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0101s; samplesPerSecond = 126898.5
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 0.92368164 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 128629.0
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 0.93729248 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130024.5
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 0.90056152 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 128806.3
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 0.99146729 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0098s; samplesPerSecond = 130356.9
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 0.92454834 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130731.0
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 0.96376953 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130270.6
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 0.97288818 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 127478.6
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 0.92285156 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130731.0
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 0.93415527 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 128654.9
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 0.87167969 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0108s; samplesPerSecond = 118380.4
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 0.85401611 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128156.4
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 0.89353027 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128351.7
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 0.91099854 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130970.4
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 0.94000244 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 127791.7
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 0.88483887 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130138.2
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 0.87277832 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130723.0
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 0.92050781 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128398.0
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 0.86748047 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130813.8
01/16/2018 22:38:01:  Epoch[21 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 0.89858398 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130339.6
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 0.91618652 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130668.2
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 0.97650146 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0111s; samplesPerSecond = 115232.3
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 0.92940674 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130346.2
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 0.91486816 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 128794.7
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 0.95374756 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130848.6
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 0.91776123 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0101s; samplesPerSecond = 126872.1
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 0.91622314 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128070.4
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 0.91099854 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130552.3
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 0.89205322 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0105s; samplesPerSecond = 121982.6
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 0.89259033 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130725.6
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 0.90913086 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0108s; samplesPerSecond = 118227.3
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 0.93363037 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129358.3
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 0.92766113 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0101s; samplesPerSecond = 126596.0
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 0.91475830 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130791.1
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 0.95286865 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 128802.4
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 0.88398438 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 127973.1
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 0.92419434 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130833.9
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 0.89993896 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 128940.0
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 0.92647705 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130759.0
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 0.94978027 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130812.5
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 0.86602783 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130710.9
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 0.92540283 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130384.7
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 0.94364014 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0101s; samplesPerSecond = 126483.5
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 0.91799316 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129247.2
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 0.89649658 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130394.0
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 0.90479736 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130098.5
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 0.85689697 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0102s; samplesPerSecond = 125912.4
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 0.87747803 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130914.1
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 0.88236084 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 0.86350098 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130433.9
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 0.86014404 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0108s; samplesPerSecond = 119006.7
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 0.93757324 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0101s; samplesPerSecond = 126989.2
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 0.89132080 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130374.1
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 0.91193848 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130636.2
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 0.96208496 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 131029.4
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 0.97878418 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130957.0
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 0.90965576 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130684.3
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 0.90999756 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 128750.6
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 0.90637207 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130604.2
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 0.94296875 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129824.0
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 0.85886230 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0099s; samplesPerSecond = 129235.5
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 0.92403564 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0106s; samplesPerSecond = 121282.2
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 0.95073242 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130094.5
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 0.87536621 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130942.3
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 0.88104248 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130408.6
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 0.88782959 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 128691.1
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 0.93769531 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130597.6
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 0.92308350 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0101s; samplesPerSecond = 126448.5
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 0.94270020 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129880.7
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 0.88494873 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0103s; samplesPerSecond = 124398.7
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 0.91739502 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0109s; samplesPerSecond = 117517.4
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 0.91298828 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128295.1
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 0.86082764 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130585.6
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 0.86083984 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130568.3
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 0.90876465 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 127318.8
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 0.89577637 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 131041.5
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 0.90938721 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0102s; samplesPerSecond = 125744.1
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 0.93104248 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 128798.6
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 0.84412842 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0098s; samplesPerSecond = 130902.1
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 0.93569336 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 128790.8
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 0.91086426 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130572.3
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 0.90877686 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128586.4
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 0.88236084 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0101s; samplesPerSecond = 126892.2
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 0.94732666 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130891.4
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 0.95919189 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 128707.9
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 0.94028320 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130183.2
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 0.89499512 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130911.5
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 0.94184570 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130437.9
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 0.88292236 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130539.0
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 0.93123779 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130564.3
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 0.86418457 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0109s; samplesPerSecond = 117959.3
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 0.92487793 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129187.2
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 0.87858887 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130843.2
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 0.85283203 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 128762.3
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 0.92932129 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130843.2
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 0.97385254 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 129371.3
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 0.86464844 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0100s; samplesPerSecond = 128011.5
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 0.96281738 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130970.4
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 0.90517578 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129523.2
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 0.89243164 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129725.3
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 0.94348145 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130606.9
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 0.93227539 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 127684.6
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 0.95971680 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130676.2
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 0.88657227 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130225.6
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 0.87741699 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130662.9
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 0.86271973 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 131028.1
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 0.90695801 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130936.9
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 0.88422852 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131068.3
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 0.90349121 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 131186.5
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 0.97478027 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 128927.0
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 0.95891113 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0108s; samplesPerSecond = 118806.7
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 0.85175781 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130693.6
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 0.96708984 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0101s; samplesPerSecond = 127264.4
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 0.98029785 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130046.9
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 0.91157227 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130622.9
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 0.87902832 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0099s; samplesPerSecond = 129442.0
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 0.89497070 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130955.7
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 0.93356934 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0102s; samplesPerSecond = 125880.2
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 0.91765137 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131123.4
01/16/2018 22:38:02:  Epoch[21 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 0.87883301 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130698.9
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 0.92846680 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128564.4
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 0.92441406 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0110s; samplesPerSecond = 116743.6
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 0.90969238 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130505.7
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 0.87565918 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129812.2
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 0.93032227 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130847.2
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 0.88044434 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130993.2
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 0.95930176 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0101s; samplesPerSecond = 126955.2
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 0.90283203 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130760.4
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 0.91433105 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130938.3
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 0.88942871 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130852.6
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 0.90021973 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130249.4
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 0.90849609 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128347.8
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 0.93637695 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0101s; samplesPerSecond = 126980.3
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 0.86640625 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130756.3
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 0.91923828 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130140.8
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 0.93073730 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130685.6
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 0.92102051 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130922.2
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 0.92182617 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0102s; samplesPerSecond = 126009.1
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 0.93383789 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 127910.5
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 0.92287598 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 0.93322754 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 128834.8
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 0.98300781 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130237.5
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 0.89528809 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0102s; samplesPerSecond = 125781.2
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 0.89750977 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0100s; samplesPerSecond = 127844.0
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 0.91037598 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130429.9
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 0.85280762 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0099s; samplesPerSecond = 129647.8
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 0.90715332 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127886.2
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 0.96877441 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130504.4
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 0.90893555 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130580.3
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 0.86494141 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 127711.4
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 0.92753906 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 0.91345215 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0101s; samplesPerSecond = 126680.0
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 0.90678711 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130955.7
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 0.90725098 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130511.0
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 0.92333984 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130007.3
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 0.93476563 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130387.4
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 0.90637207 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130847.2
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 0.91843262 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0101s; samplesPerSecond = 127010.6
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 0.86840820 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130705.6
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 0.94182129 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 128710.5
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 0.95368652 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0098s; samplesPerSecond = 130260.0
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 0.92548828 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 128713.1
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 0.86630859 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0101s; samplesPerSecond = 126538.5
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 0.91083984 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130169.9
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 0.93435059 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130692.3
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 0.89577637 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130654.9
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 0.96967773 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130233.5
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 0.94299316 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129442.0
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 0.93461914 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130844.6
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 0.88110352 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130297.1
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 0.88493652 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130431.2
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 0.93437500 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0102s; samplesPerSecond = 125493.9
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 0.92524414 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130136.8
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 0.87961426 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 130437.9
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 0.92114258 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130057.5
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 0.90603027 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130975.8
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 0.96093750 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130123.6
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 0.88122559 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130898.1
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 0.92207031 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 128720.8
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 0.90192871 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129257.7
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 0.86484375 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130936.9
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 0.91879883 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129609.8
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 0.96159668 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 128579.9
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 0.92912598 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130986.5
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 0.89584961 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129672.8
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 0.89199219 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128499.9
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 0.93618164 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130343.6
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 0.92177734 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127968.0
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 0.97868652 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130557.6
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 0.89250488 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 128888.0
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 0.89392090 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 127742.0
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 0.89409180 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0101s; samplesPerSecond = 126189.2
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 0.87897949 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129515.3
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 0.91757813 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130950.3
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 0.89206543 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130706.9
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 0.97434082 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129272.0
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 0.90341797 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0101s; samplesPerSecond = 126921.2
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 0.92209473 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130645.6
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 0.88300781 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 128735.1
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 0.87829590 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130745.7
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 0.88530273 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130727.0
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 0.93190918 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130367.5
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 0.89338379 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130763.0
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 0.89348145 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0104s; samplesPerSecond = 122766.5
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 0.90114746 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130448.5
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 0.89265137 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 0.92133789 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130804.4
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 0.93210449 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129401.4
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 0.87021484 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130989.2
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 0.90690918 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129533.7
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 0.97797852 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130836.5
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 0.86166992 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128261.7
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 0.95810547 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129657.0
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 0.91796875 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130772.4
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 0.92387695 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130811.1
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 0.89145508 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0099s; samplesPerSecond = 129068.7
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 0.90524902 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130915.5
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 0.98081055 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129613.7
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 0.90009766 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130412.6
01/16/2018 22:38:03:  Epoch[21 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 0.94812012 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130501.7
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 0.89938965 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 127102.7
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 0.96083984 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0113s; samplesPerSecond = 113546.6
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 0.88671875 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130801.8
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 0.93942871 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129185.9
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 0.95195312 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128021.8
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 0.93481445 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 0.94812012 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130544.3
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 0.93037109 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130570.9
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 0.90864258 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130610.9
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 0.89912109 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130541.6
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 0.93742676 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130966.4
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 0.91552734 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0108s; samplesPerSecond = 118477.9
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 0.88002930 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0099s; samplesPerSecond = 129225.1
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 0.91171875 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130747.0
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 0.90795898 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130150.1
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 0.89421387 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 128675.5
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 0.88217773 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 131022.7
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 0.86992187 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130557.6
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 0.92770996 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 129995.4
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 0.90158691 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130617.6
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 0.95803223 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130533.7
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 0.92814941 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129106.4
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 0.89516602 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 126906.1
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 0.86176758 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 129800.3
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 0.84956055 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 131045.5
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 0.89233398 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129842.5
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 0.89235840 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 126501.0
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 0.93176270 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 127795.5
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 0.98593750 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130275.9
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 0.88923340 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 0.93449707 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130493.7
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 0.95437012 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0109s; samplesPerSecond = 117591.9
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 0.88056641 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130867.3
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 0.90964355 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130346.2
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 0.95734863 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130064.1
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 0.98041992 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130768.4
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 0.88271484 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130614.9
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 0.87880859 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130847.2
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 0.84128418 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130985.2
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 0.92048340 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0101s; samplesPerSecond = 126526.0
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 0.90498047 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0104s; samplesPerSecond = 123219.1
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 0.85856934 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0105s; samplesPerSecond = 121678.8
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 0.91779785 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128387.7
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 0.89970703 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130749.7
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 0.94860840 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129495.7
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 0.91579590 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130840.5
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 0.91005859 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 0.91826172 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0101s; samplesPerSecond = 126901.0
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 0.91823730 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129350.4
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 0.92163086 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130609.6
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 0.95029297 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129764.8
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 0.89946289 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0115s; samplesPerSecond = 111464.3
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 0.93095703 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130709.6
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 0.93864746 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129570.4
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 0.86335449 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0107s; samplesPerSecond = 120134.8
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 0.93933105 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130698.9
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 0.94575195 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 128993.2
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 0.91652832 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130987.8
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 0.89482422 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130725.6
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 0.87475586 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130388.7
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 0.86093750 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 0.88063965 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130706.9
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 0.87531738 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0101s; samplesPerSecond = 127275.8
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 0.88859863 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130723.0
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 0.89218750 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129544.2
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 0.90644531 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130342.3
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 0.94846191 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130813.8
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 0.85810547 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0100s; samplesPerSecond = 128170.5
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 0.91420898 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0100s; samplesPerSecond = 128269.4
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 0.87714844 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130552.3
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 0.91340332 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 131029.4
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 0.93476563 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0110s; samplesPerSecond = 116429.3
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 0.83867187 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130597.6
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 0.95559082 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129103.8
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 0.91691895 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130931.6
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 0.86181641 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0099s; samplesPerSecond = 129916.3
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 0.89836426 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0101s; samplesPerSecond = 126869.6
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 0.91062012 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130451.2
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 0.94929199 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128033.3
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 0.82663574 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130524.3
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 0.89624023 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130253.4
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 0.88117676 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 127548.5
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 0.92834473 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 127800.6
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 0.89794922 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130488.4
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 0.87272949 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129907.0
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 0.88332520 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130646.9
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 0.88808594 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 129101.2
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 0.94399414 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127419.0
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 0.94111328 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130760.4
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 0.90019531 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129883.3
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 0.88852539 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130209.7
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 0.89541016 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0108s; samplesPerSecond = 118416.5
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 0.92456055 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 126201.6
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 0.91203613 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130029.8
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 0.90302734 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130848.6
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 0.93403320 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130183.2
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 0.88837891 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131065.6
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 0.86752930 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130930.2
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 0.87661133 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129197.7
01/16/2018 22:38:04:  Epoch[21 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 0.92573242 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130555.0
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 0.91855469 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129499.6
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 0.94731445 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0117s; samplesPerSecond = 109184.3
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 0.84169922 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130549.6
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 0.95019531 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0119s; samplesPerSecond = 107273.7
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 0.92910156 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 128982.8
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 0.83603516 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 0.94599609 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130684.3
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 0.88618164 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0099s; samplesPerSecond = 129703.0
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 0.91044922 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 129976.9
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 0.92988281 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129040.1
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 0.89970703 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130138.2
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 0.93159180 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129729.3
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 0.88652344 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0100s; samplesPerSecond = 127436.7
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 0.95170898 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128246.2
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 0.88017578 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129525.8
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 0.87553711 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130151.4
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 0.84604492 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130696.3
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 0.92138672 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130918.2
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 0.94423828 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129209.4
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 0.87099609 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130577.6
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 0.89863281 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130580.3
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 0.90537109 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129010.1
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 0.93203125 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130618.9
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 0.88447266 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130853.9
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 0.85581055 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129636.0
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 0.94111328 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130848.6
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 0.92294922 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0101s; samplesPerSecond = 126718.9
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 0.86708984 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130676.2
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 0.89477539 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130497.7
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 0.86513672 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 131046.8
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 0.92529297 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130492.4
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 0.91894531 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 127155.7
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 0.94130859 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130495.1
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 0.94189453 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130708.3
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 0.91782227 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130851.2
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 0.91303711 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0103s; samplesPerSecond = 124631.2
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 0.88818359 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128394.2
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 0.94399414 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 128803.7
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 1.00585938 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130907.5
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 0.84736328 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 129538.9
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 0.85224609 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128244.9
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 0.89697266 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0100s; samplesPerSecond = 128134.5
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 0.89106445 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0102s; samplesPerSecond = 125395.5
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 0.93710938 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129821.4
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 0.84125977 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130061.5
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 0.89677734 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130674.9
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 0.85917969 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0101s; samplesPerSecond = 127044.6
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 0.91757813 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 129950.6
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 0.98486328 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130572.3
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 0.88212891 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130315.7
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 0.90834961 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0106s; samplesPerSecond = 121262.6
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 0.96250000 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0103s; samplesPerSecond = 124826.9
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 0.88144531 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129007.5
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 0.85473633 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130828.5
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 0.91489258 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0102s; samplesPerSecond = 125379.6
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 0.93652344 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 126616.1
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 0.95659180 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0185s; samplesPerSecond = 69053.7
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 0.94692383 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130249.4
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 0.93862305 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 128445.7
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 0.91489258 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127932.2
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 0.90297852 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0116s; samplesPerSecond = 110806.2
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 0.89907227 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0102s; samplesPerSecond = 126030.1
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 0.85605469 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130517.7
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 0.89804688 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130887.4
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 0.92006836 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 127911.7
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 0.91757813 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0103s; samplesPerSecond = 124706.5
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 0.85693359 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130856.6
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 0.91743164 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130372.8
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 0.91674805 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130876.7
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 0.89272461 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0101s; samplesPerSecond = 127263.1
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 0.88583984 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0101s; samplesPerSecond = 126873.4
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 0.91020508 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130908.8
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 0.88100586 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129253.8
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 0.91445312 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127984.6
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 0.84838867 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130823.2
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 0.87094727 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0101s; samplesPerSecond = 126362.3
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 0.87260742 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0101s; samplesPerSecond = 126765.3
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 0.87451172 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 0.97397461 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130013.9
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 0.85185547 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130821.8
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 0.87368164 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130882.0
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 0.97661133 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 128492.1
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 0.94169922 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 131067.0
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 0.96787109 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130946.3
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 0.91098633 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130136.8
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 0.85546875 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0098s; samplesPerSecond = 131073.7
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 0.88691406 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 0.88920898 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130573.6
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 0.92343750 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130428.6
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 0.94033203 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 128619.9
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 0.87514648 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130751.0
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 0.90141602 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0102s; samplesPerSecond = 125791.1
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 0.91240234 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129921.5
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 0.88261719 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130955.7
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 0.93808594 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 128387.7
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 0.92641602 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0101s; samplesPerSecond = 126214.1
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 0.95966797 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130999.9
01/16/2018 22:38:05:  Epoch[21 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 0.85673828 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0100s; samplesPerSecond = 128359.4
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 0.94379883 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127636.2
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 0.95532227 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130813.8
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 0.92255859 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0101s; samplesPerSecond = 127000.5
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 0.95029297 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129093.4
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 0.83906250 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 131205.3
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 0.88461914 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129347.8
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 1.02241211 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130776.4
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 0.94663086 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128173.0
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 0.87211914 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 128906.2
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 0.90136719 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130764.4
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 0.91259766 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130449.8
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 0.91494141 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130269.3
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 0.88994141 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 131151.6
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 0.91206055 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128133.3
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 0.88554687 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130973.1
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 0.92070312 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130412.6
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 0.89916992 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 127873.4
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 0.87553711 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 131132.8
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 0.90112305 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128511.5
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 0.90087891 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0152s; samplesPerSecond = 84056.8
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 0.91972656 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0105s; samplesPerSecond = 121967.5
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 0.94970703 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130131.6
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 0.93388672 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0105s; samplesPerSecond = 121857.2
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 0.93710938 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129273.3
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 0.91318359 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130636.2
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 0.96713867 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129771.4
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 1.00952148 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0100s; samplesPerSecond = 128157.6
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 0.91621094 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130939.6
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 0.88471680 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129110.3
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 0.87524414 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129368.7
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 0.84287109 * 1280; EvalClassificationError = 0.26328125 * 1280; time = 0.0098s; samplesPerSecond = 130578.9
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 0.94580078 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0102s; samplesPerSecond = 125640.5
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 0.90400391 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129518.0
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 0.95356445 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130727.0
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 0.92070312 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129797.7
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 0.87978516 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 0.93110352 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128316.9
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 0.88823242 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0103s; samplesPerSecond = 124516.0
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 0.92680664 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130866.0
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 0.94262695 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128480.5
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 0.85786133 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0100s; samplesPerSecond = 128265.5
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 0.94467773 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130342.3
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 0.89458008 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0101s; samplesPerSecond = 126528.5
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 0.93095703 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130577.6
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 0.87612305 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0100s; samplesPerSecond = 128219.3
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 0.86254883 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0099s; samplesPerSecond = 129699.1
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 0.87480469 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0098s; samplesPerSecond = 130686.9
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 0.97578125 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0102s; samplesPerSecond = 125995.4
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 0.86005859 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0100s; samplesPerSecond = 128311.8
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 0.87871094 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130696.3
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 0.86391602 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130172.6
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 0.94047852 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 126740.2
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 0.90810547 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129754.3
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 0.94716797 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129899.1
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 0.87504883 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0166s; samplesPerSecond = 77075.5
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 0.91801758 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0102s; samplesPerSecond = 124971.9
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 0.85864258 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130370.1
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 0.94438477 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130646.9
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 0.90102539 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129276.0
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 0.85063477 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0098s; samplesPerSecond = 130904.8
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 0.92192383 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129650.5
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 0.90390625 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130556.3
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 0.92724609 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0102s; samplesPerSecond = 125398.0
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 0.88354492 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129615.0
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 0.83950195 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 130985.2
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 0.90375977 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127815.9
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 0.88715820 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0102s; samplesPerSecond = 124993.9
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 0.87192383 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130942.3
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 0.92714844 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128581.2
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 0.84418945 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0100s; samplesPerSecond = 127496.4
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 0.88901367 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130853.9
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 0.94516602 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0101s; samplesPerSecond = 126801.7
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 0.88969727 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130958.3
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 0.88100586 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 127654.1
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 0.88139648 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130924.9
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 0.91757813 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130539.0
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 0.89038086 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128103.8
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 0.89672852 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129119.5
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 0.92944336 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130999.9
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 0.97172852 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130637.6
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 0.89975586 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127824.9
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 0.87758789 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130803.1
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 0.85693359 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129542.9
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 0.87607422 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 131130.1
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 0.87250977 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0100s; samplesPerSecond = 127902.8
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 0.93066406 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131081.7
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 0.93525391 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131139.5
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 0.86435547 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 128358.1
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 0.88911133 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130044.3
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 0.88837891 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130748.3
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 0.92773438 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 128293.8
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 0.93999023 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0101s; samplesPerSecond = 127246.7
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 0.92524414 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131229.6
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 0.93466797 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130791.1
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 0.89423828 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130624.2
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 0.90336914 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127764.9
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 0.89047852 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129364.8
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 0.88491211 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130650.9
01/16/2018 22:38:06:  Epoch[21 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 0.90039062 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130013.9
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 0.91059570 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130555.0
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 0.90385742 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130974.4
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 0.88461914 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 127045.9
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 0.89282227 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130781.7
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 0.88974609 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129032.3
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 0.87309570 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 129870.1
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 0.83276367 * 1280; EvalClassificationError = 0.25390625 * 1280; time = 0.0098s; samplesPerSecond = 130888.7
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 0.85610352 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0101s; samplesPerSecond = 126287.5
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 0.91445312 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130326.3
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 0.89252930 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130874.0
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 0.88627930 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130888.7
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 0.88745117 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130068.1
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 0.89628906 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131076.4
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 0.91108398 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 127133.0
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 0.89360352 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129067.4
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 0.94482422 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130927.5
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 0.85107422 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0099s; samplesPerSecond = 129217.2
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 0.88305664 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130809.8
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 0.92812500 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0101s; samplesPerSecond = 126275.1
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 0.88930664 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130395.4
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 0.90727539 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130940.9
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 0.91582031 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131109.9
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 0.90278320 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0102s; samplesPerSecond = 125609.6
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 0.89375000 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130760.4
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 0.94423828 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129864.9
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 0.87314453 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0097s; samplesPerSecond = 131296.9
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 0.82192383 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130281.2
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 0.89321289 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0103s; samplesPerSecond = 124699.2
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 0.95180664 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130062.8
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 0.93476563 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130904.8
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 0.94912109 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130346.2
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 0.91992188 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 131112.6
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 0.90112305 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0102s; samplesPerSecond = 126096.0
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 0.91606445 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130314.4
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 0.91635742 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0097s; samplesPerSecond = 131353.5
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 0.93295898 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130354.2
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 0.88642578 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130010.0
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 0.96093750 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130701.6
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 0.89121094 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0102s; samplesPerSecond = 125165.0
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 0.96254883 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 131020.0
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 0.95341797 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130820.5
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 0.87856445 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129940.0
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 0.90761719 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129892.5
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 0.89980469 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 126730.2
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 0.97968750 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130560.3
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 0.88403320 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130817.8
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 0.94238281 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 129998.1
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 0.89511719 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 128825.8
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 0.87753906 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 131092.5
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 0.92197266 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129077.8
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 0.93378906 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129182.0
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 0.91108398 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131120.7
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 0.88862305 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128429.0
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 0.92246094 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131167.7
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 0.92070312 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 128749.3
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 0.91855469 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129615.0
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 0.91518555 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130880.7
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 0.90859375 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128536.0
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 0.87412109 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129804.3
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 0.90986328 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131124.7
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 0.91669922 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128260.4
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 0.85483398 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 129249.8
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 0.88134766 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 0.85737305 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0100s; samplesPerSecond = 128527.0
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 0.89033203 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 131130.1
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 0.99443359 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0101s; samplesPerSecond = 126782.9
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 0.93305664 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130535.0
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 0.85244141 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 131114.0
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 0.94848633 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 128431.5
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 0.94560547 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0102s; samplesPerSecond = 125276.5
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 0.89233398 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130568.3
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 0.90566406 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 128825.8
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 0.94438477 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127761.1
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 0.93090820 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130382.1
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 0.92773438 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130757.7
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 0.93198242 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131152.9
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 0.95634766 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129620.3
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 0.94101563 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0101s; samplesPerSecond = 126853.2
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 0.92705078 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 131001.2
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 0.88056641 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129847.7
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 0.88544922 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0103s; samplesPerSecond = 124275.5
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 0.93583984 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130835.2
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 0.88930664 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0103s; samplesPerSecond = 124318.9
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 0.97612305 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130211.0
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 0.88984375 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130690.9
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 0.88930664 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0100s; samplesPerSecond = 128329.8
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 0.95742187 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 127682.1
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 0.90566406 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130997.2
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 0.89179688 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0101s; samplesPerSecond = 126775.4
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 0.94555664 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 131077.7
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 0.90727539 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128525.7
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 0.93051758 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130278.6
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 0.90634766 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 131049.5
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 0.90888672 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0101s; samplesPerSecond = 126160.6
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 0.92211914 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128006.4
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 0.89692383 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131097.8
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 0.88652344 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130910.1
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 0.90205078 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130755.0
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 0.89121094 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:38:07:  Epoch[21 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 0.97011719 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130540.3
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 0.89780273 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0115s; samplesPerSecond = 111402.2
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 0.92988281 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0103s; samplesPerSecond = 123972.1
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 0.88325195 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0103s; samplesPerSecond = 123909.7
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 0.87104492 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131020.0
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 0.94199219 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 128073.0
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 0.89443359 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 129231.6
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 0.89487305 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130172.6
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 0.88437500 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0104s; samplesPerSecond = 123253.5
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 0.90947266 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130729.6
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 0.91171875 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0097s; samplesPerSecond = 131284.7
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 0.85683594 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0099s; samplesPerSecond = 129762.2
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 0.86103516 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129324.3
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 0.87558594 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130973.1
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 0.95361328 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0104s; samplesPerSecond = 123539.0
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 0.88681641 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131175.8
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 0.84960938 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130333.0
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 0.87553711 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128097.4
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 0.93027344 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130867.3
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 0.90239258 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0101s; samplesPerSecond = 126701.3
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 0.97309570 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129391.0
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 0.83247070 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0098s; samplesPerSecond = 131126.0
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 0.97802734 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130192.4
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 0.86918945 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128160.2
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 0.94941406 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130777.7
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 0.92729492 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130252.1
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 0.95209961 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130188.5
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 0.86347656 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130817.8
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 0.89003906 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126312.5
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 0.93657227 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 131002.6
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 0.83935547 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0098s; samplesPerSecond = 130080.0
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 0.90219727 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130057.5
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 0.93403320 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130456.5
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 0.93466797 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 126867.1
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 0.91801758 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129248.5
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 0.88657227 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0097s; samplesPerSecond = 131307.6
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 0.86772461 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0101s; samplesPerSecond = 126403.5
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 0.90654297 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 127584.1
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 0.93178711 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130977.1
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 0.96689453 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128492.1
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 0.87924805 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130765.7
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 0.92275391 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0101s; samplesPerSecond = 126794.2
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 0.93002930 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130840.5
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 0.91313477 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130574.9
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 0.85581055 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 127968.0
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 0.89785156 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130892.7
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 0.96665039 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 131105.9
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 0.92963867 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 128899.7
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 0.88627930 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 128645.8
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 0.89267578 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131053.5
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 0.89125977 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0107s; samplesPerSecond = 119817.7
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 0.92148438 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131111.3
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 0.92041016 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131130.1
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 0.83510742 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0101s; samplesPerSecond = 126767.8
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 0.90175781 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129903.1
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 0.88906250 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129888.6
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 0.92988281 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129775.3
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 0.89423828 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131029.4
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 0.92470703 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0103s; samplesPerSecond = 124790.4
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 0.91533203 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0128s; samplesPerSecond = 100281.3
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 0.88500977 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128124.3
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 0.94584961 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0111s; samplesPerSecond = 115626.8
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 0.94291992 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130740.3
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 0.86992187 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131101.9
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 0.90898437 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0102s; samplesPerSecond = 125784.9
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 0.89282227 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0100s; samplesPerSecond = 127386.0
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 0.86660156 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 131155.6
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 0.86533203 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0096s; samplesPerSecond = 133104.6
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 0.88447266 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0100s; samplesPerSecond = 127446.9
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 0.93701172 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0097s; samplesPerSecond = 131292.8
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 0.89790039 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129118.2
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 0.89394531 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129871.4
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 0.91997070 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 131104.6
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 0.86655273 * 1280; EvalClassificationError = 0.26796875 * 1280; time = 0.0100s; samplesPerSecond = 128362.0
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 0.91743164 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129548.1
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 0.94897461 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128157.6
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 0.85102539 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130173.9
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 0.90000000 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131050.9
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 0.87397461 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128192.3
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 0.87416992 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129099.9
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 0.91699219 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130978.4
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 0.89780273 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130496.4
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 0.94287109 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130927.5
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 0.92426758 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 131243.0
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 0.90795898 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130892.7
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 0.88671875 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130879.3
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 0.92001953 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 128201.3
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 0.88510742 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 128619.9
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 0.94658203 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 131122.0
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 0.89760742 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 128431.5
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 0.89833984 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 128994.5
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 0.87783203 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131085.8
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 0.89135742 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 131257.8
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 0.85996094 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0101s; samplesPerSecond = 127144.3
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 0.91562500 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129809.5
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 0.92221680 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130319.7
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 0.85830078 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 131127.4
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 0.88681641 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129185.9
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 0.91728516 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0101s; samplesPerSecond = 126937.5
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 0.95209961 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130492.4
01/16/2018 22:38:08:  Epoch[21 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 0.92802734 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130828.5
01/16/2018 22:38:09:  Epoch[21 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 0.85102539 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130735.0
01/16/2018 22:38:09:  Epoch[21 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 0.88984375 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131122.0
01/16/2018 22:38:09:  Epoch[21 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 0.93833008 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0102s; samplesPerSecond = 125528.3
01/16/2018 22:38:09:  Epoch[21 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 0.84057617 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 131091.1
01/16/2018 22:38:09:  Epoch[21 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 0.94375000 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0108s; samplesPerSecond = 118219.7
01/16/2018 22:38:09:  Epoch[21 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 0.92182617 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129187.2
01/16/2018 22:38:09:  Epoch[21 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 0.89458008 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0101s; samplesPerSecond = 127196.1
01/16/2018 22:38:09:  Epoch[21 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 0.94169922 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130775.0
01/16/2018 22:38:09:  Epoch[21 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 0.93466797 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0104s; samplesPerSecond = 123657.2
01/16/2018 22:38:09:  Epoch[21 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 0.92890625 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130354.2
01/16/2018 22:38:09:  Epoch[21 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 0.84726563 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0101s; samplesPerSecond = 127101.4
01/16/2018 22:38:09:  Epoch[21 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 0.94291992 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 128313.1
01/16/2018 22:38:09:  Epoch[21 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 0.90078125 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130220.3
01/16/2018 22:38:09:  Epoch[21 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 0.95605469 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0102s; samplesPerSecond = 126103.4
01/16/2018 22:38:09:  Epoch[21 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 0.86972656 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129158.6
01/16/2018 22:38:09:  Epoch[21 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 0.99555664 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 131245.7
01/16/2018 22:38:09:  Epoch[21 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 0.90610352 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 128827.1
01/16/2018 22:38:09:  Epoch[21 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 0.93593750 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0101s; samplesPerSecond = 126930.0
01/16/2018 22:38:09:  Epoch[21 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 0.95712891 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 131062.9
01/16/2018 22:38:09:  Epoch[21 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 0.86733398 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130566.9
01/16/2018 22:38:09:  Epoch[21 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 0.98452148 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 129875.4
01/16/2018 22:38:09:  Epoch[21 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 0.88212891 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 131060.3
01/16/2018 22:38:09:  Epoch[21 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 0.95429688 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0101s; samplesPerSecond = 127210.0
01/16/2018 22:38:09:  Epoch[21 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 0.87084961 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131092.5
01/16/2018 22:38:09:  Epoch[21 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 0.89145508 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 129341.3
01/16/2018 22:38:09:  Epoch[21 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 0.91733398 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130781.7
01/16/2018 22:38:09:  Epoch[21 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 0.90288086 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131109.9
01/16/2018 22:38:09:  Epoch[21 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 0.86352539 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0100s; samplesPerSecond = 128070.4
01/16/2018 22:38:09: Finished Epoch[21 of 25]: [Training] CrossEntropyWithSoftmax = 0.90930267 * 1124823; EvalClassificationError = 0.29627950 * 1124823; totalSamplesSeen = 23621283; learningRatePerSample = 7.4505806e-09; epochTime=8.81547s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:38:09: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.23335483 * 122487; perplexity = 3.43272645; EvalClassificationError = 0.38822079 * 122487
01/16/2018 22:38:09: Finished Epoch[21 of 25]: [Validate] CrossEntropyWithSoftmax = 1.23335483 * 122487; EvalClassificationError = 0.38822079 * 122487
01/16/2018 22:38:09: Loading (rolling back to) previous model with best training-criterion value: /tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.20.
ValidateSubNetwork: InvStdOfFeatures InvStdDev operation changed, from [792 x 1] to [792].ValidateSubNetwork: MeanOfFeatures Mean operation changed, from [792 x 1] to [792].ValidateSubNetwork: Prior Mean operation changed, from [183 x 1] to [183].01/16/2018 22:38:09: learnRatePerSample reduced to 3.7252903e-09
01/16/2018 22:38:09: SGD: revoke back to and update checkpoint file for epoch 20

01/16/2018 22:38:09: Starting Epoch 21: learning rate per sample = 0.000000  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 20: frames [22496460..23621283] (first utterance at frame 22496460), data subset 0 of 1, with 1 datapasses

01/16/2018 22:38:09: Starting minibatch loop.
01/16/2018 22:38:09:  Epoch[21 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 0.95715961 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 128274.5
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 0.89169769 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130126.3
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 0.91692810 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130111.7
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 0.91298008 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0101s; samplesPerSecond = 126692.5
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 0.96212349 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128066.6
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 0.93729362 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131097.8
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 0.88907661 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 129708.3
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 0.93957214 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 128369.7
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 0.89142456 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0098s; samplesPerSecond = 130966.4
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 0.94609680 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128583.8
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 0.91555786 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129688.5
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 0.92799225 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131134.1
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 0.93188095 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130875.3
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 0.90970078 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131239.0
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 0.95546570 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0111s; samplesPerSecond = 115822.4
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 0.91530304 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 127074.9
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 0.87360840 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131064.3
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 0.97339478 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130228.2
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 0.89789734 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128335.0
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 0.91365204 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131154.3
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 0.94689789 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129570.4
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 0.94010620 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129647.8
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 0.92509460 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 131083.1
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 0.92994232 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128307.9
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 0.93793030 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130086.6
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 0.88186951 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131122.0
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 0.90788269 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 127519.3
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 0.90943146 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 131022.7
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 0.90462646 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 127916.9
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 0.92856140 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129540.2
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 0.86509399 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130912.8
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 0.88597412 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127772.6
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 0.87122498 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 128779.1
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 0.95710754 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130966.4
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 0.97108459 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 128864.7
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 0.90030518 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129643.9
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 0.95191040 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 0.95950012 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0098s; samplesPerSecond = 130249.4
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 0.85841064 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130891.4
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 0.85300598 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128239.8
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 0.89769287 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 131048.2
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 0.93286438 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131136.8
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 0.94184570 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130946.3
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 0.95202637 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0101s; samplesPerSecond = 126175.5
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 0.92124329 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0097s; samplesPerSecond = 131360.2
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 0.94607239 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0099s; samplesPerSecond = 129393.6
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 0.90198975 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127782.8
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 0.88748474 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129859.6
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 0.89691467 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0101s; samplesPerSecond = 126537.2
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 0.89926147 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130536.3
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 0.88551941 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0101s; samplesPerSecond = 127208.8
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 0.88675842 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 131057.6
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 0.91159668 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130753.7
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 0.90789490 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128087.1
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 0.90723877 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129221.1
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 0.88728333 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129829.3
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 0.90018921 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129449.8
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 0.86878662 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0102s; samplesPerSecond = 125913.6
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 0.93969727 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130898.1
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 0.89589844 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128555.4
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 0.92394409 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 129300.8
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 0.90668945 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130642.9
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 0.87479248 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130265.3
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 0.92853394 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130717.6
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 0.89210815 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0103s; samplesPerSecond = 124497.9
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 0.92001343 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 128955.6
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 0.93005981 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130452.5
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 0.90110474 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127780.2
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 0.91195679 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0100s; samplesPerSecond = 127851.7
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 0.97243042 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130908.8
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 0.98366699 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130588.3
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 0.88753662 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127966.7
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 0.85334473 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0098s; samplesPerSecond = 130891.4
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 0.83052979 * 1280; EvalClassificationError = 0.25546875 * 1280; time = 0.0101s; samplesPerSecond = 126611.1
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 0.88790894 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130831.2
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 0.89310913 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127618.4
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 0.91284790 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0101s; samplesPerSecond = 126878.4
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 0.92730103 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129659.6
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 0.88226929 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 126173.0
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 0.89371948 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129097.3
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 0.94754028 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130914.1
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 0.90711670 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130572.3
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 0.90535278 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 128717.0
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 0.90166626 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 0.90903931 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128083.3
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 0.89171143 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128626.4
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 0.87770996 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130827.2
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 0.87992554 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129691.2
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 0.85690918 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131175.8
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 0.91720581 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0102s; samplesPerSecond = 125631.8
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 0.83656616 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0099s; samplesPerSecond = 129728.0
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 0.90360107 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 129683.3
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 0.87813721 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0101s; samplesPerSecond = 126809.3
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 0.91383667 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0102s; samplesPerSecond = 125917.3
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 0.89723511 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130962.4
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 0.90056152 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129360.9
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 0.86704712 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0100s; samplesPerSecond = 128305.4
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 0.94678345 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130265.3
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 0.91274414 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127558.6
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 0.89891968 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131144.9
01/16/2018 22:38:10:  Epoch[21 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 0.91248779 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127388.5
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 0.93962402 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129609.8
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 0.95377197 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130424.6
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 0.87248535 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0102s; samplesPerSecond = 125844.3
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 0.90170898 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128242.4
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 0.94058228 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0097s; samplesPerSecond = 131345.4
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 0.89978638 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130519.0
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 0.96104126 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 127679.5
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 0.88964844 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0097s; samplesPerSecond = 131354.8
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 0.91000977 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 128057.6
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 0.90346680 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129481.3
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 0.93591919 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130457.8
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 0.92807617 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130057.5
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 0.88911133 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129814.8
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 0.89647217 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 127717.7
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 0.89971924 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128347.8
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 0.95360107 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130853.9
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 0.92265625 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129036.2
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 0.92060547 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0102s; samplesPerSecond = 124998.8
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 0.94952393 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 131042.8
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 0.96678467 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130376.8
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 0.95262451 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130866.0
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 0.95921631 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130245.4
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 0.92709961 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0101s; samplesPerSecond = 126368.6
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 0.88952637 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130910.1
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 0.92635498 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130142.1
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 0.86121826 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 131024.0
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 0.91967773 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 131130.1
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 0.93525391 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0102s; samplesPerSecond = 125079.4
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 0.95382080 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130477.8
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 0.94715576 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130382.1
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 0.91561279 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0097s; samplesPerSecond = 131403.3
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 0.89117432 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129866.2
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 0.88051758 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130700.3
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 0.92368164 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 128084.5
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 0.93729248 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129820.1
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 0.90056152 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129851.7
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 0.99146729 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0099s; samplesPerSecond = 129734.6
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 0.92454834 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 131109.9
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 0.96376953 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0104s; samplesPerSecond = 123650.0
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 0.97288818 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130203.0
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 0.92285156 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 131130.1
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 0.93415527 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 128657.4
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 0.87167969 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0101s; samplesPerSecond = 126880.9
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 0.85401611 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130939.6
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 0.89353027 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129862.2
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 0.91099854 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130776.4
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 0.94000244 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130648.2
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 0.88483887 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 128755.8
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 0.87277832 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 131010.6
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 0.92050781 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130531.0
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 0.86748047 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130886.0
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 0.89858398 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130986.5
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 0.91618652 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128501.2
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 0.97650146 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130122.3
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 0.92940674 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130560.3
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 0.91486816 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 128762.3
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 0.95374756 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0121s; samplesPerSecond = 105413.1
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 0.91776123 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130543.0
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 0.91622314 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 127835.1
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 0.91099854 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 128988.0
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 0.89205322 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 129830.6
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 0.89259033 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130883.4
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 0.90913086 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130771.0
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 0.93363037 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0103s; samplesPerSecond = 124712.6
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 0.92766113 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130347.6
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 0.91475830 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130709.6
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 0.95286865 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 128825.8
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 0.88398438 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0118s; samplesPerSecond = 108524.2
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 0.92419434 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130613.6
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 0.89993896 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130444.5
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 0.92647705 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129298.2
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 0.94978027 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 131050.9
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 0.86602783 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128011.5
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 0.92540283 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 127873.4
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 0.94364014 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130131.6
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 0.91799316 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130346.2
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 0.89649658 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130868.6
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 0.90479736 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0103s; samplesPerSecond = 124378.1
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 0.85689697 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 129980.9
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 0.87747803 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130412.6
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 0.88236084 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 127643.9
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 0.86350098 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0102s; samplesPerSecond = 125789.9
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 0.86014404 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130697.6
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 0.93757324 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127770.0
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 0.89132080 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130082.6
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 0.91193848 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130863.3
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 0.96208496 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 131092.5
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 0.97878418 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 127781.5
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 0.90965576 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129662.3
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 0.90999756 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 128834.8
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 0.90637207 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131104.6
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 0.94296875 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 129996.8
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 0.85886230 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0100s; samplesPerSecond = 127785.3
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 0.92403564 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 131183.8
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 0.95073242 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0102s; samplesPerSecond = 125966.9
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 0.87537842 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129099.9
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 0.88104248 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130439.2
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 0.88782959 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 126282.6
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 0.93769531 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 127386.0
01/16/2018 22:38:11:  Epoch[21 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 0.92308350 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 131084.4
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 0.94270020 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130392.7
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 0.88494873 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0097s; samplesPerSecond = 131435.7
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 0.91739502 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0104s; samplesPerSecond = 123586.7
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 0.91298828 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130915.5
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 0.86082764 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130408.6
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 0.86083984 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130584.3
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 0.90876465 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128191.0
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 0.89577637 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 131060.3
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 0.90938721 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129574.3
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 0.93104248 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129377.9
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 0.84412842 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0098s; samplesPerSecond = 130670.9
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 0.93569336 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129552.0
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 0.91086426 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130896.7
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 0.90877686 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0103s; samplesPerSecond = 124605.7
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 0.88236084 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0100s; samplesPerSecond = 128207.7
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 0.94732666 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130835.2
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 0.95919189 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0100s; samplesPerSecond = 128390.3
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 0.94028320 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 126652.4
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 0.89499512 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 131076.4
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 0.94184570 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129079.1
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 0.88292236 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129062.2
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 0.93123779 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130871.3
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 0.86418457 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0100s; samplesPerSecond = 128622.5
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 0.92489014 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130278.6
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 0.87858887 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130329.0
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 0.85283203 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129066.1
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 0.92932129 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130527.0
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 0.97385254 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0100s; samplesPerSecond = 127943.7
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 0.86464844 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0097s; samplesPerSecond = 131300.9
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 0.96281738 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 131048.2
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 0.90517578 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131178.5
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 0.89243164 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127968.0
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 0.94348145 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130892.7
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 0.93227539 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129040.1
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 0.95971680 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129161.2
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 0.88657227 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130953.0
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 0.87741699 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130236.2
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 0.86271973 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130832.5
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 0.90695801 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128132.0
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 0.88422852 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0101s; samplesPerSecond = 127097.6
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 0.90349121 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130961.0
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 0.97478027 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129201.6
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 0.95891113 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0101s; samplesPerSecond = 127184.7
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 0.85175781 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 131034.8
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 0.96708984 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130709.6
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 0.98029785 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130680.3
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 0.91157227 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 131167.7
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 0.87902832 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0099s; samplesPerSecond = 128798.6
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 0.89497070 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131005.3
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 0.93356934 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 128403.2
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 0.91765137 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129762.2
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 0.87883301 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130360.8
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 0.92846680 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0101s; samplesPerSecond = 126852.0
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 0.92441406 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129256.4
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 0.90969238 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129212.0
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 0.87565918 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0109s; samplesPerSecond = 116963.3
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 0.93032227 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0101s; samplesPerSecond = 126339.9
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 0.88044434 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130871.3
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 0.95930176 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130978.4
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 0.90283203 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129202.9
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 0.91433105 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130832.5
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 0.88942871 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 129519.3
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 0.90021973 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130179.2
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 0.90849609 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0102s; samplesPerSecond = 125662.7
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 0.93637695 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0101s; samplesPerSecond = 127194.9
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 0.86640625 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130951.7
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 0.91923828 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0100s; samplesPerSecond = 128533.4
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 0.93073730 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0101s; samplesPerSecond = 126542.2
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 0.92102051 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131033.4
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 0.92182617 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129259.0
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 0.93383789 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 127729.2
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 0.92287598 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130927.5
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 0.93322754 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126962.7
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 0.98300781 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 131076.4
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 0.89528809 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128183.3
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 0.89750977 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130212.3
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 0.91037598 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130721.6
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 0.85280762 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0100s; samplesPerSecond = 128229.5
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 0.90715332 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 128985.4
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 0.96877441 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0099s; samplesPerSecond = 129506.2
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 0.90893555 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129448.5
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 0.86494141 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 127383.5
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 0.92753906 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130871.3
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 0.91345215 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 128247.5
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 0.90678711 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 127705.0
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 0.90725098 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130886.0
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 0.92333984 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130338.3
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 0.93476563 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130740.3
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 0.90637207 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 126202.9
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 0.91843262 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 128244.9
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 0.86840820 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130719.0
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 0.94182129 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128180.7
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 0.95368652 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0102s; samplesPerSecond = 125443.5
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 0.92548828 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130966.4
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 0.86630859 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0099s; samplesPerSecond = 129878.0
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 0.91083984 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130547.0
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 0.93435059 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 131025.4
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 0.89577637 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0101s; samplesPerSecond = 126200.4
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 0.96967773 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131150.2
01/16/2018 22:38:12:  Epoch[21 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 0.94299316 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0099s; samplesPerSecond = 129803.0
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 0.93461914 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130028.4
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 0.88110352 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0097s; samplesPerSecond = 131296.9
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 0.88493652 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0103s; samplesPerSecond = 124653.1
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 0.93437500 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130318.4
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 0.92524414 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131012.0
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 0.87961426 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0100s; samplesPerSecond = 128160.2
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 0.92114258 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 126331.2
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 0.90603027 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130565.6
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 0.96093750 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130074.7
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 0.88122559 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 131245.7
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 0.92207031 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0101s; samplesPerSecond = 127062.3
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 0.90192871 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130387.4
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 0.86484375 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130918.2
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 0.91879883 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128592.8
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 0.96159668 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130228.2
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 0.92912598 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130380.8
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 0.89584961 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129448.5
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 0.89199219 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127985.9
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 0.93618164 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130939.6
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 0.92177734 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130406.0
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 0.97868652 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 131202.7
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 0.89250488 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0105s; samplesPerSecond = 121818.9
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 0.89392090 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 128596.7
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 0.89409180 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0097s; samplesPerSecond = 131302.3
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 0.87897949 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129511.4
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 0.91757813 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 129980.9
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 0.89206543 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 0.97434082 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 128547.6
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 0.90341797 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130601.6
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 0.92209473 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130985.2
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 0.88300781 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 127043.4
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 0.87829590 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127994.9
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 0.88530273 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130899.4
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 0.93190918 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 128810.2
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 0.89338379 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 131200.0
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 0.89348145 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129196.4
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 0.90114746 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130870.0
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 0.89265137 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 131218.8
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 0.92133789 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 128784.3
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 0.93210449 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129728.0
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 0.87021484 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 131276.7
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 0.90690918 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128461.2
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 0.97797852 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0101s; samplesPerSecond = 126583.5
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 0.86166992 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130816.5
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 0.95810547 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129474.7
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 0.91796875 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 131065.6
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 0.92387695 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130252.1
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 0.89145508 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0100s; samplesPerSecond = 127764.9
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 0.90524902 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130978.4
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 0.98081055 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130507.0
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 0.90009766 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130020.5
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 0.94812012 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130981.1
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 0.89938965 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0103s; samplesPerSecond = 124599.7
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 0.96083984 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130597.6
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 0.88671875 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130928.9
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 0.93942871 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127942.4
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 0.95195312 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0097s; samplesPerSecond = 131295.5
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 0.93481445 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128372.3
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 0.94812012 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129274.6
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 0.93037109 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130788.4
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 0.90864258 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 128950.4
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 0.89912109 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128613.5
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 0.93742676 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130895.4
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 0.91552734 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 128714.4
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 0.88002930 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 131032.1
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 0.91171875 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130669.6
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 0.90795898 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129357.0
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 0.89421387 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130245.4
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 0.88217773 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130963.7
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 0.86992187 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129343.9
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 0.92770996 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130668.2
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 0.90158691 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130427.3
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 0.95803223 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 128567.0
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 0.92814941 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130805.8
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 0.89516602 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 128845.2
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 0.86176758 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 129075.2
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 0.84956055 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130906.1
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 0.89233398 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 128391.6
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 0.89235840 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 131022.7
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 0.93176270 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129071.3
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 0.98593750 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130016.6
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 0.88923340 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130986.5
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 0.93449707 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 127510.4
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 0.95437012 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 128823.2
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 0.88056641 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130633.6
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 0.90964355 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127823.6
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 0.95734863 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130890.1
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 0.98041992 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130731.0
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 0.88271484 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0100s; samplesPerSecond = 127613.3
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 0.87880859 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130990.5
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 0.84128418 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 127308.7
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 0.92048340 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 128788.2
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 0.90498047 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131142.2
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 0.85856934 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0101s; samplesPerSecond = 126239.0
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 0.91779785 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129659.6
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 0.89970703 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 129954.5
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 0.94860840 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129712.2
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 0.91579590 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128123.0
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 0.91005859 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130609.6
01/16/2018 22:38:13:  Epoch[21 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 0.91826172 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130898.1
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 0.91823730 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130493.7
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 0.92163086 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130504.4
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 0.95029297 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0101s; samplesPerSecond = 126537.2
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 0.89946289 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130524.3
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 0.93095703 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130596.3
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 0.93864746 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130076.0
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 0.86335449 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130668.2
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 0.93933105 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 128489.5
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 0.94575195 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129428.9
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 0.91652832 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130411.3
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 0.89482422 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 128727.3
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 0.87475586 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130682.9
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 0.86093750 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 129101.2
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 0.88063965 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0100s; samplesPerSecond = 128151.2
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 0.87531738 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 131026.7
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 0.88859863 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0101s; samplesPerSecond = 126914.9
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 0.89218750 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130692.3
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 0.90644531 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 131085.8
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 0.94846191 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 127270.7
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 0.85810547 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130305.1
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 0.91420898 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130943.6
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 0.87714844 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0103s; samplesPerSecond = 124767.3
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 0.91340332 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 131239.0
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 0.93476563 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 127095.1
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 0.83867187 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130327.7
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 0.95559082 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131221.5
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 0.91691895 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0104s; samplesPerSecond = 122611.2
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 0.86181641 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130293.2
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 0.89836426 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130887.4
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 0.91062012 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129428.9
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 0.94929199 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0101s; samplesPerSecond = 126478.5
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 0.82663574 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130123.6
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 0.89624023 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0102s; samplesPerSecond = 125285.1
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 0.88117676 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 128364.6
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 0.92834473 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130784.4
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 0.89794922 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 129586.1
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 0.87272949 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130433.9
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 0.88332520 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129278.6
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 0.88808594 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0101s; samplesPerSecond = 126761.5
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 0.94399414 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130283.9
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 0.94111328 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129800.3
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 0.90019531 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 128999.7
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 0.88852539 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 129580.9
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 0.89541016 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0101s; samplesPerSecond = 126347.4
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 0.92456055 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129934.7
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 0.91203613 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129901.8
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 0.90302734 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 128937.4
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 0.93403320 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130553.6
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 0.88835449 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0103s; samplesPerSecond = 124152.5
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 0.86752930 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129592.7
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 0.87661133 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130471.1
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 0.92573242 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129573.0
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 0.91855469 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 129976.9
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 0.94731445 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130429.9
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 0.84169922 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130720.3
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 0.95019531 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129685.9
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 0.92910156 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130740.3
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 0.83603516 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0102s; samplesPerSecond = 125852.9
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 0.94599609 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130648.2
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 0.88618164 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 130792.4
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 0.91044922 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 0.92988281 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130725.6
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 0.89970703 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 127153.2
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 0.93159180 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130131.6
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 0.88652344 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130735.0
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 0.95170898 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129671.5
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 0.88017578 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130110.4
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 0.87553711 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130646.9
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 0.84604492 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0101s; samplesPerSecond = 126383.6
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 0.92138672 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130666.9
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 0.94423828 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130207.0
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 0.87099609 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130475.1
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 0.89863281 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130874.0
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 0.90537109 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 126179.2
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 0.93203125 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 129392.3
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 0.88447266 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130658.9
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 0.85581055 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130152.7
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 0.94111328 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0101s; samplesPerSecond = 127170.8
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 0.92294922 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130749.7
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 0.86708984 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130298.5
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 0.89477539 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 0.86513672 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 129995.4
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 0.92529297 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 128968.6
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 0.91894531 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130626.9
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 0.94130859 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130203.0
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 0.94189453 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130313.1
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 0.91782227 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130636.2
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 0.91303711 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 129980.9
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 0.88818359 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128585.1
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 0.94399414 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130755.0
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 1.00585938 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0102s; samplesPerSecond = 125649.1
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 0.84736328 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130370.1
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 0.85224609 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130769.7
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 0.89697266 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0101s; samplesPerSecond = 126458.5
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 0.89106445 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130800.4
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 0.93710938 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129718.8
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 0.84125977 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0101s; samplesPerSecond = 127042.1
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 0.89677734 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130463.1
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 0.85917969 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0101s; samplesPerSecond = 127331.5
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 0.91757813 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130180.5
01/16/2018 22:38:14:  Epoch[21 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 0.98486328 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130908.8
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 0.88212891 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 129034.9
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 0.90834961 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126614.8
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 0.96250000 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0102s; samplesPerSecond = 125058.6
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 0.88144531 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0102s; samplesPerSecond = 126033.9
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 0.85478516 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130106.4
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 0.91489258 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130872.7
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 0.93652344 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 127707.5
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 0.95659180 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130946.3
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 0.94692383 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130159.3
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 0.93862305 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 128645.8
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 0.91489258 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130908.8
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 0.90297852 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130004.7
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 0.89907227 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0101s; samplesPerSecond = 126819.3
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 0.85605469 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130844.6
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 0.89804688 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128094.8
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 0.92006836 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 127307.4
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 0.91757813 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130922.2
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 0.85693359 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0101s; samplesPerSecond = 126464.7
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 0.91743164 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130908.8
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 0.91674805 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129381.8
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 0.89272461 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129259.0
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 0.88583984 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130736.3
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 0.91020508 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128243.7
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 0.88100586 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129563.8
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 0.91445312 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130513.7
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 0.84838867 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 128770.0
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 0.87094727 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0101s; samplesPerSecond = 126487.2
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 0.87260742 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 129006.2
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 0.87451172 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129529.7
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 0.97397461 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130187.1
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 0.85185547 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0101s; samplesPerSecond = 126354.9
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 0.87368164 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127716.5
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 0.97661133 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130641.6
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 0.94169922 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 127923.2
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 0.96787109 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130196.4
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 0.91098633 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 127645.1
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 0.85546875 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0099s; samplesPerSecond = 128728.6
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 0.88691406 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0102s; samplesPerSecond = 125725.6
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 0.88920898 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130833.9
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 0.92343750 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130064.1
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 0.94033203 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 0.87514648 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130665.6
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 0.90141602 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 126200.4
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 0.91240234 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130463.1
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 0.88261719 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0099s; samplesPerSecond = 129291.6
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 0.93808594 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130056.2
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 0.92641602 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130702.9
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 0.95966797 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 127665.5
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 0.85673828 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130195.1
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 0.94379883 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130387.4
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 0.95532227 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0099s; samplesPerSecond = 128998.4
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 0.92255859 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127823.6
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 0.95029297 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0099s; samplesPerSecond = 129242.0
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 0.83906250 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 130360.8
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 0.88461914 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130927.5
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 1.02241211 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0102s; samplesPerSecond = 125691.1
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 0.94663086 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 127911.7
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 0.87211914 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130685.6
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 0.90136719 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129215.9
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 0.91259766 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129148.1
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 0.91494141 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130698.9
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 0.88994141 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130568.3
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 0.91206055 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130636.2
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 0.88554687 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0114s; samplesPerSecond = 112472.1
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 0.92070312 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 128994.5
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 0.89916992 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 126633.6
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 0.87553711 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130154.0
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 0.90112305 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0102s; samplesPerSecond = 125871.5
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 0.90087891 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130527.0
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 0.91972656 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130411.3
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 0.94970703 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0100s; samplesPerSecond = 128114.0
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 0.93388672 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0118s; samplesPerSecond = 108481.0
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 0.93710938 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130646.9
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 0.91318359 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 127361.9
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 0.96713867 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130832.5
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 1.00952148 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0100s; samplesPerSecond = 127650.2
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 0.91621094 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0102s; samplesPerSecond = 125212.8
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 0.88471680 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130347.6
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 0.87524414 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128608.3
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 0.84287109 * 1280; EvalClassificationError = 0.26328125 * 1280; time = 0.0100s; samplesPerSecond = 128200.0
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 0.94580078 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130158.0
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 0.90400391 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127984.6
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 0.95356445 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0100s; samplesPerSecond = 128125.6
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 0.92070312 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130230.9
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 0.87978516 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129820.1
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 0.93110352 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130311.7
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 0.88823242 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130344.9
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 0.92680664 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 126627.4
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 0.94262695 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130371.5
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 0.85786133 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 128928.3
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 0.94467773 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 128605.7
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 0.89458008 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130744.3
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 0.93095703 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0102s; samplesPerSecond = 125923.5
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 0.87612305 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 129497.0
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 0.86254883 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 131062.9
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 0.87480469 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0100s; samplesPerSecond = 127580.3
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 0.97578125 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0101s; samplesPerSecond = 126199.1
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 0.86005859 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130074.7
01/16/2018 22:38:15:  Epoch[21 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 0.87871094 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 128998.4
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 0.86391602 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130577.6
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 0.94047852 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 126597.3
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 0.90810547 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128209.0
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 0.94716797 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130975.8
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 0.87504883 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0101s; samplesPerSecond = 126757.8
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 0.91801758 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129388.3
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 0.85864258 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130656.2
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 0.94438477 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127624.8
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 0.90102539 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128188.4
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 0.85063477 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0098s; samplesPerSecond = 130164.6
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 0.92192383 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129226.4
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 0.90390625 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130582.9
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 0.92724609 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130625.6
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 0.88354492 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0102s; samplesPerSecond = 125220.1
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 0.83950195 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0098s; samplesPerSecond = 130513.7
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 0.90375977 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 129973.0
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 0.88715820 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 128893.2
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 0.87192383 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130264.0
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 0.92714844 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128026.9
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 0.84418945 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130146.1
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 0.88901367 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129947.9
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 0.94516602 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 128665.2
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 0.88969727 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 127884.9
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 0.88100586 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130488.4
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 0.88139648 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129942.6
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 0.91757813 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130563.0
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 0.89038086 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128389.0
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 0.89672852 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0103s; samplesPerSecond = 124270.6
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 0.92944336 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130360.8
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 0.97172852 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0099s; samplesPerSecond = 129653.1
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 0.89975586 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0103s; samplesPerSecond = 124094.7
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 0.87758789 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130784.4
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 0.85693359 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0101s; samplesPerSecond = 126710.1
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 0.87607422 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0099s; samplesPerSecond = 128910.1
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 0.87250977 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 0.93066406 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129896.5
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 0.93525391 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130339.6
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 0.86435547 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130085.3
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 0.88911133 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0102s; samplesPerSecond = 125846.8
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 0.88837891 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130260.0
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 0.92773438 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 128025.6
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 0.93999023 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0101s; samplesPerSecond = 126741.5
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 0.92524414 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130574.9
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 0.93466797 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 128979.0
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 0.89423828 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0100s; samplesPerSecond = 128252.7
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 0.90336914 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130586.9
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 0.89047852 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129332.1
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 0.88491211 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129353.0
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 0.90039062 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130423.3
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 0.91059570 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130549.6
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 0.90385742 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130528.3
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 0.88461914 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127837.6
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 0.89282227 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 127691.0
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 0.88974609 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130564.3
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 0.87309570 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0100s; samplesPerSecond = 128385.2
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 0.83276367 * 1280; EvalClassificationError = 0.25390625 * 1280; time = 0.0100s; samplesPerSecond = 127405.0
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 0.85610352 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0099s; samplesPerSecond = 129729.3
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 0.91445312 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 127869.6
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 0.89252930 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 126819.3
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 0.88627930 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130476.4
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 0.88745117 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129924.2
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 0.89628906 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130661.6
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 0.91108398 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129751.6
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 0.89360352 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0102s; samplesPerSecond = 125400.4
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 0.94482422 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130743.0
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 0.85107422 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0099s; samplesPerSecond = 129025.8
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 0.88305664 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 128656.1
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 0.92812500 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130735.0
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 0.88930664 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0101s; samplesPerSecond = 127249.2
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 0.90727539 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 128594.1
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 0.91582031 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130388.7
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 0.90278320 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 126248.9
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 0.89375000 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0100s; samplesPerSecond = 128467.6
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 0.94423828 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129891.2
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 0.87314453 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0100s; samplesPerSecond = 127725.4
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 0.82192383 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0100s; samplesPerSecond = 128006.4
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 0.89321289 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130839.2
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 0.95180664 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 127572.6
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 0.93476563 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130779.1
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 0.94912109 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129253.8
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 0.91992188 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130851.2
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 0.90112305 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129697.7
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 0.91606445 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127412.6
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 0.91635742 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0101s; samplesPerSecond = 127169.6
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 0.93295898 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130768.4
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 0.88642578 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 127831.3
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 0.96093750 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129925.5
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 0.89121094 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130821.8
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 0.96254883 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0101s; samplesPerSecond = 126931.2
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 0.95341797 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130375.4
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 0.87856445 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129140.3
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 0.90761719 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130203.0
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 0.89980469 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 129990.1
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 0.97968750 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0100s; samplesPerSecond = 128418.6
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 0.88403320 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130370.1
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 0.94238281 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130693.6
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 0.89511719 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129362.2
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 0.87753906 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 127865.7
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 0.92197266 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130676.2
01/16/2018 22:38:16:  Epoch[21 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 0.93378906 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129326.9
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 0.91108398 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129842.5
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 0.88862305 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129098.6
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 0.92246094 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0102s; samplesPerSecond = 125649.1
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 0.92070312 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130395.4
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 0.91855469 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 128879.0
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 0.91518555 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127585.3
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 0.90859375 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129792.4
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 0.87412109 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 127669.3
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 0.90986328 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129225.1
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 0.91669922 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130010.0
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 0.85483398 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 129262.9
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 0.88134766 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129413.2
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 0.85737305 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0099s; samplesPerSecond = 129646.5
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 0.89033203 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0101s; samplesPerSecond = 127296.1
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 0.99443359 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0098s; samplesPerSecond = 130727.0
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 0.93305664 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0101s; samplesPerSecond = 127182.2
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 0.85244141 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 129920.2
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 0.94848633 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130991.9
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 0.94560547 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0101s; samplesPerSecond = 126483.5
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 0.89233398 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130360.8
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 0.90566406 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130580.3
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 0.94438477 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129743.8
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 0.93090820 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129670.2
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 0.92773438 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130951.7
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 0.93198242 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128147.4
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 0.95634766 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130787.1
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 0.94101563 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129724.0
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 0.92705078 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128221.8
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 0.88056641 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130654.9
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 0.88544922 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 128834.8
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 0.93583984 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130476.4
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 0.88930664 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130451.2
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 0.97612305 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 127486.2
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 0.88984375 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129447.2
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 0.88930664 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0098s; samplesPerSecond = 130536.3
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 0.95742187 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130138.2
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 0.90566406 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130325.0
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 0.89179688 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129032.3
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 0.94555664 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128210.3
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 0.90727539 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130796.4
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 0.93051758 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129845.1
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 0.90634766 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130685.6
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 0.90888672 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130636.2
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 0.92211914 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 127096.3
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 0.89692383 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129240.7
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 0.88652344 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130852.6
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 0.90205078 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130191.1
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 0.89121094 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130749.7
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 0.97011719 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127994.9
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 0.89780273 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127722.8
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 0.92988281 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 129957.2
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 0.88325195 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129666.2
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 0.87104492 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128006.4
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 0.94199219 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130739.0
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 0.89443359 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0100s; samplesPerSecond = 127439.3
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 0.89487305 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129860.9
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 0.88437500 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130106.4
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 0.90947266 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0102s; samplesPerSecond = 126002.9
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 0.91171875 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130733.6
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 0.85683594 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0100s; samplesPerSecond = 127904.1
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 0.86103516 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129917.6
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 0.87558594 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130628.2
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 0.95361328 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0101s; samplesPerSecond = 127010.6
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 0.88681641 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127680.8
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 0.84960938 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 0.87553711 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129167.7
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 0.93027344 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127604.4
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 0.90239258 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130649.6
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 0.97309570 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126462.2
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 0.83247070 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0098s; samplesPerSecond = 129982.2
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 0.97802734 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130394.0
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 0.86918945 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129212.0
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 0.94941406 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130883.4
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 0.92729492 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0098s; samplesPerSecond = 130012.6
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 0.95209961 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130142.1
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 0.86347656 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130279.9
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 0.89003906 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127457.0
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 0.93657227 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 126159.3
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 0.83935547 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0098s; samplesPerSecond = 130759.0
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 0.90219727 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128516.6
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 0.93403320 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 127832.5
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 0.93466797 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130622.9
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 0.91801758 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128174.3
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 0.88657227 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130749.7
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 0.86772461 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 129792.4
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 0.90654297 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 128683.3
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 0.93178711 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130340.9
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 0.96689453 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 128891.9
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 0.87924805 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0101s; samplesPerSecond = 126438.5
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 0.92275391 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130437.9
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 0.93002930 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 128692.4
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 0.91313477 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129320.4
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 0.85581055 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130796.4
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 0.89785156 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0102s; samplesPerSecond = 125784.9
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 0.96665039 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130642.9
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 0.92963867 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129822.7
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 0.88627930 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129114.3
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 0.89267578 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130395.4
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 0.89125977 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 128025.6
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 0.92148438 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129932.1
01/16/2018 22:38:17:  Epoch[21 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 0.92041016 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130916.8
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 0.83510742 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0099s; samplesPerSecond = 129397.5
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 0.90175781 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 128960.8
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 0.88906250 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130374.1
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 0.92988281 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130642.9
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 0.89423828 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 128994.5
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 0.92470703 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130709.6
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 0.91533203 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 127360.6
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 0.88500977 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130719.0
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 0.94584961 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 128797.3
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 0.94291992 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129556.0
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 0.86992187 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130294.5
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 0.90898437 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 127660.4
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 0.89282227 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0101s; samplesPerSecond = 126276.3
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 0.86660156 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 131056.2
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 0.86533203 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130003.4
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 0.88447266 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130684.3
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 0.93701172 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130577.6
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 0.89790039 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 126688.8
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 0.89394531 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130634.9
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 0.91997070 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0106s; samplesPerSecond = 120491.0
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 0.86655273 * 1280; EvalClassificationError = 0.26796875 * 1280; time = 0.0100s; samplesPerSecond = 128383.9
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 0.91743164 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130648.2
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 0.94897461 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 126315.0
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 0.85102539 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130836.5
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 0.90000000 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130556.3
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 0.87397461 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128023.0
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 0.87416992 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0102s; samplesPerSecond = 125466.8
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 0.91699219 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130783.1
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 0.89780273 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 129737.2
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 0.94287109 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130804.4
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 0.92426758 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130598.9
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 0.90795898 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0101s; samplesPerSecond = 126232.7
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 0.88671875 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130720.3
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 0.92001953 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 128858.2
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 0.88510742 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 128227.0
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 0.94658203 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130297.1
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 0.89760742 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129548.1
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 0.89833984 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128449.6
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 0.87783203 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130800.4
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 0.89135742 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 128873.8
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 0.85996094 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130082.6
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 0.91562500 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130661.6
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 0.92221680 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 128029.4
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 0.85830078 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130604.2
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 0.88681641 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129114.3
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 0.91728516 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127474.8
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 0.95209961 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130700.3
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 0.92802734 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128133.3
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 0.85102539 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 129557.3
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 0.88984375 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130584.3
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 0.93833008 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129346.5
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 0.84057617 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0100s; samplesPerSecond = 127941.1
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 0.94375000 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 128719.5
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 0.92182617 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127600.6
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 0.89458008 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128001.3
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 0.94169922 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0098s; samplesPerSecond = 130528.3
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 0.93466797 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127846.6
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 0.92890625 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131026.7
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 0.84726563 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 128588.9
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 0.94291992 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130262.7
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 0.90078125 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130465.8
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 0.95605469 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 129951.9
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 0.86972656 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0106s; samplesPerSecond = 120411.7
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 0.99555664 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0098s; samplesPerSecond = 130648.2
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 0.90610352 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127854.2
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 0.93593750 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 128741.6
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 0.95712891 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130653.6
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 0.86733398 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0101s; samplesPerSecond = 126221.5
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 0.98452148 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130666.9
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 0.88212891 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127615.9
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 0.95429688 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129828.0
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 0.87084961 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130598.9
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 0.89145508 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0101s; samplesPerSecond = 126849.5
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 0.91733398 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 129544.2
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 0.90288086 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130512.4
01/16/2018 22:38:18:  Epoch[21 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 0.86352539 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 129404.0
01/16/2018 22:38:18: Finished Epoch[21 of 25]: [Training] CrossEntropyWithSoftmax = 0.90930273 * 1124823; EvalClassificationError = 0.29627950 * 1124823; totalSamplesSeen = 23621283; learningRatePerSample = 3.7252903e-09; epochTime=8.78136s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:38:19: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.23335482 * 122487; perplexity = 3.43272643; EvalClassificationError = 0.38822079 * 122487
01/16/2018 22:38:19: Finished Epoch[21 of 25]: [Validate] CrossEntropyWithSoftmax = 1.23335482 * 122487; EvalClassificationError = 0.38822079 * 122487
01/16/2018 22:38:19: Loading (rolling back to) previous model with best training-criterion value: /tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.20.
ValidateSubNetwork: InvStdOfFeatures InvStdDev operation changed, from [792 x 1] to [792].ValidateSubNetwork: MeanOfFeatures Mean operation changed, from [792 x 1] to [792].ValidateSubNetwork: Prior Mean operation changed, from [183 x 1] to [183].01/16/2018 22:38:19: learnRatePerSample reduced to 1.8626451e-09
01/16/2018 22:38:19: SGD: revoke back to and update checkpoint file for epoch 20

01/16/2018 22:38:19: Starting Epoch 21: learning rate per sample = 0.000000  effective momentum = 0.900000  momentum as time constant = 1214.9 samples
minibatchiterator: epoch 20: frames [22496460..23621283] (first utterance at frame 22496460), data subset 0 of 1, with 1 datapasses

01/16/2018 22:38:19: Starting minibatch loop.
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[   1-  10, 0.11%]: CrossEntropyWithSoftmax = 0.95715961 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0104s; samplesPerSecond = 123609.4
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[  11-  20, 0.23%]: CrossEntropyWithSoftmax = 0.89169769 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129236.8
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[  21-  30, 0.34%]: CrossEntropyWithSoftmax = 0.91692810 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130553.6
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[  31-  40, 0.46%]: CrossEntropyWithSoftmax = 0.91298008 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 127688.4
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[  41-  50, 0.57%]: CrossEntropyWithSoftmax = 0.96212349 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0101s; samplesPerSecond = 126334.9
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[  51-  60, 0.68%]: CrossEntropyWithSoftmax = 0.93729401 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130785.7
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[  61-  70, 0.80%]: CrossEntropyWithSoftmax = 0.88907700 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0100s; samplesPerSecond = 128378.7
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[  71-  80, 0.91%]: CrossEntropyWithSoftmax = 0.93957214 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0150s; samplesPerSecond = 85249.2
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[  81-  90, 1.03%]: CrossEntropyWithSoftmax = 0.89142456 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0181s; samplesPerSecond = 70604.7
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[  91- 100, 1.14%]: CrossEntropyWithSoftmax = 0.94609680 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0164s; samplesPerSecond = 78118.8
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[ 101- 110, 1.25%]: CrossEntropyWithSoftmax = 0.91555786 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0141s; samplesPerSecond = 90634.9
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[ 111- 120, 1.37%]: CrossEntropyWithSoftmax = 0.92799301 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0199s; samplesPerSecond = 64264.1
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[ 121- 130, 1.48%]: CrossEntropyWithSoftmax = 0.93188095 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0104s; samplesPerSecond = 123515.2
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[ 131- 140, 1.59%]: CrossEntropyWithSoftmax = 0.90970078 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 127177.2
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[ 141- 150, 1.71%]: CrossEntropyWithSoftmax = 0.95546570 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129684.6
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[ 151- 160, 1.82%]: CrossEntropyWithSoftmax = 0.91530304 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129800.3
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[ 161- 170, 1.94%]: CrossEntropyWithSoftmax = 0.87360992 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0102s; samplesPerSecond = 125418.9
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[ 171- 180, 2.05%]: CrossEntropyWithSoftmax = 0.97339478 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130228.2
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[ 181- 190, 2.16%]: CrossEntropyWithSoftmax = 0.89789734 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 127693.5
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[ 191- 200, 2.28%]: CrossEntropyWithSoftmax = 0.91365204 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129835.9
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[ 201- 210, 2.39%]: CrossEntropyWithSoftmax = 0.94689789 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130196.4
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[ 211- 220, 2.51%]: CrossEntropyWithSoftmax = 0.94010620 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 127860.6
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[ 221- 230, 2.62%]: CrossEntropyWithSoftmax = 0.92509460 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130561.6
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[ 231- 240, 2.73%]: CrossEntropyWithSoftmax = 0.92994232 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128481.8
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[ 241- 250, 2.85%]: CrossEntropyWithSoftmax = 0.93793030 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129867.5
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[ 251- 260, 2.96%]: CrossEntropyWithSoftmax = 0.88186951 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130465.8
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[ 261- 270, 3.08%]: CrossEntropyWithSoftmax = 0.90788269 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0103s; samplesPerSecond = 124665.2
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[ 271- 280, 3.19%]: CrossEntropyWithSoftmax = 0.90943146 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0098s; samplesPerSecond = 130589.6
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[ 281- 290, 3.30%]: CrossEntropyWithSoftmax = 0.90462646 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130879.3
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[ 291- 300, 3.42%]: CrossEntropyWithSoftmax = 0.92856140 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129756.9
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[ 301- 310, 3.53%]: CrossEntropyWithSoftmax = 0.86509399 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0100s; samplesPerSecond = 128101.2
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[ 311- 320, 3.64%]: CrossEntropyWithSoftmax = 0.88597107 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130610.9
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[ 321- 330, 3.76%]: CrossEntropyWithSoftmax = 0.87122498 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 128048.7
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[ 331- 340, 3.87%]: CrossEntropyWithSoftmax = 0.95710754 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130455.2
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[ 341- 350, 3.99%]: CrossEntropyWithSoftmax = 0.97108459 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130423.3
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[ 351- 360, 4.10%]: CrossEntropyWithSoftmax = 0.90030518 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129746.4
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[ 361- 370, 4.21%]: CrossEntropyWithSoftmax = 0.95191040 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130610.9
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[ 371- 380, 4.33%]: CrossEntropyWithSoftmax = 0.95950012 * 1280; EvalClassificationError = 0.32500000 * 1280; time = 0.0102s; samplesPerSecond = 125692.3
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[ 381- 390, 4.44%]: CrossEntropyWithSoftmax = 0.85841064 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127772.6
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[ 391- 400, 4.56%]: CrossEntropyWithSoftmax = 0.85300598 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130359.5
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[ 401- 410, 4.67%]: CrossEntropyWithSoftmax = 0.89769287 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127537.0
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[ 411- 420, 4.78%]: CrossEntropyWithSoftmax = 0.93286438 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 126981.6
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[ 421- 430, 4.90%]: CrossEntropyWithSoftmax = 0.94184570 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130678.9
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[ 431- 440, 5.01%]: CrossEntropyWithSoftmax = 0.95202637 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0100s; samplesPerSecond = 128512.8
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[ 441- 450, 5.13%]: CrossEntropyWithSoftmax = 0.92124329 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 127670.6
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[ 451- 460, 5.24%]: CrossEntropyWithSoftmax = 0.94607239 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130773.7
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[ 461- 470, 5.35%]: CrossEntropyWithSoftmax = 0.90198975 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0101s; samplesPerSecond = 127063.5
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[ 471- 480, 5.47%]: CrossEntropyWithSoftmax = 0.88748474 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130702.9
01/16/2018 22:38:19:  Epoch[21 of 25]-Minibatch[ 481- 490, 5.58%]: CrossEntropyWithSoftmax = 0.89691467 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 127815.9
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 491- 500, 5.69%]: CrossEntropyWithSoftmax = 0.89926147 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0115s; samplesPerSecond = 111733.8
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 501- 510, 5.81%]: CrossEntropyWithSoftmax = 0.88551941 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130702.9
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 511- 520, 5.92%]: CrossEntropyWithSoftmax = 0.88675842 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129089.5
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 521- 530, 6.04%]: CrossEntropyWithSoftmax = 0.91159668 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129249.8
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 531- 540, 6.15%]: CrossEntropyWithSoftmax = 0.90789490 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130325.0
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 541- 550, 6.26%]: CrossEntropyWithSoftmax = 0.90723877 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 128799.8
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 551- 560, 6.38%]: CrossEntropyWithSoftmax = 0.88728333 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127384.7
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 561- 570, 6.49%]: CrossEntropyWithSoftmax = 0.90018921 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130225.6
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 571- 580, 6.61%]: CrossEntropyWithSoftmax = 0.86878662 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127398.7
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 581- 590, 6.72%]: CrossEntropyWithSoftmax = 0.93969727 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 128651.0
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 591- 600, 6.83%]: CrossEntropyWithSoftmax = 0.89589844 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130535.0
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 601- 610, 6.95%]: CrossEntropyWithSoftmax = 0.92394409 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130121.0
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 611- 620, 7.06%]: CrossEntropyWithSoftmax = 0.90668945 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129193.8
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 621- 630, 7.18%]: CrossEntropyWithSoftmax = 0.87479248 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130222.9
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 631- 640, 7.29%]: CrossEntropyWithSoftmax = 0.92853394 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 127363.2
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 641- 650, 7.40%]: CrossEntropyWithSoftmax = 0.89210815 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130633.6
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 651- 660, 7.52%]: CrossEntropyWithSoftmax = 0.92001343 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129768.7
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 661- 670, 7.63%]: CrossEntropyWithSoftmax = 0.93005981 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 126456.0
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 671- 680, 7.74%]: CrossEntropyWithSoftmax = 0.90110474 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130476.4
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 681- 690, 7.86%]: CrossEntropyWithSoftmax = 0.91195679 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130062.8
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 691- 700, 7.97%]: CrossEntropyWithSoftmax = 0.97243042 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130269.3
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 701- 710, 8.09%]: CrossEntropyWithSoftmax = 0.98366699 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 711- 720, 8.20%]: CrossEntropyWithSoftmax = 0.88753662 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0101s; samplesPerSecond = 126864.6
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 721- 730, 8.31%]: CrossEntropyWithSoftmax = 0.85334473 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0100s; samplesPerSecond = 128297.7
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 731- 740, 8.43%]: CrossEntropyWithSoftmax = 0.83052979 * 1280; EvalClassificationError = 0.25546875 * 1280; time = 0.0098s; samplesPerSecond = 130566.9
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 741- 750, 8.54%]: CrossEntropyWithSoftmax = 0.88790894 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129617.6
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 751- 760, 8.66%]: CrossEntropyWithSoftmax = 0.89310913 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130789.7
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 761- 770, 8.77%]: CrossEntropyWithSoftmax = 0.91284790 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0102s; samplesPerSecond = 125886.4
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 771- 780, 8.88%]: CrossEntropyWithSoftmax = 0.92730103 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 129992.8
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 781- 790, 9.00%]: CrossEntropyWithSoftmax = 0.88226929 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130731.0
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 791- 800, 9.11%]: CrossEntropyWithSoftmax = 0.89371948 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130616.2
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 801- 810, 9.23%]: CrossEntropyWithSoftmax = 0.94754028 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0102s; samplesPerSecond = 125852.9
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 811- 820, 9.34%]: CrossEntropyWithSoftmax = 0.90711670 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130803.1
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 821- 830, 9.45%]: CrossEntropyWithSoftmax = 0.90535278 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129664.9
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 831- 840, 9.57%]: CrossEntropyWithSoftmax = 0.90166626 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130257.4
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 841- 850, 9.68%]: CrossEntropyWithSoftmax = 0.90903931 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130578.9
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 851- 860, 9.79%]: CrossEntropyWithSoftmax = 0.89171143 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0099s; samplesPerSecond = 129006.2
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 861- 870, 9.91%]: CrossEntropyWithSoftmax = 0.87770996 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129885.9
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 871- 880, 10.02%]: CrossEntropyWithSoftmax = 0.87992554 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0103s; samplesPerSecond = 124415.6
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 881- 890, 10.14%]: CrossEntropyWithSoftmax = 0.85690918 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129556.0
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 891- 900, 10.25%]: CrossEntropyWithSoftmax = 0.91720581 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130720.3
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 901- 910, 10.36%]: CrossEntropyWithSoftmax = 0.83656616 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0099s; samplesPerSecond = 129465.6
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 911- 920, 10.48%]: CrossEntropyWithSoftmax = 0.90360107 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0103s; samplesPerSecond = 124540.3
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 921- 930, 10.59%]: CrossEntropyWithSoftmax = 0.87813721 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130586.9
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 931- 940, 10.71%]: CrossEntropyWithSoftmax = 0.91383667 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0100s; samplesPerSecond = 127998.7
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 941- 950, 10.82%]: CrossEntropyWithSoftmax = 0.89723511 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130285.2
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 951- 960, 10.93%]: CrossEntropyWithSoftmax = 0.90056152 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130706.9
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 961- 970, 11.05%]: CrossEntropyWithSoftmax = 0.86704712 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0101s; samplesPerSecond = 126539.7
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 971- 980, 11.16%]: CrossEntropyWithSoftmax = 0.94678345 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 128412.2
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 981- 990, 11.28%]: CrossEntropyWithSoftmax = 0.91274414 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130637.6
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[ 991-1000, 11.39%]: CrossEntropyWithSoftmax = 0.89891968 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130340.9
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1001-1010, 11.50%]: CrossEntropyWithSoftmax = 0.91248779 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130815.1
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1011-1020, 11.62%]: CrossEntropyWithSoftmax = 0.93962402 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0102s; samplesPerSecond = 125216.4
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1021-1030, 11.73%]: CrossEntropyWithSoftmax = 0.95377197 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129334.7
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1031-1040, 11.85%]: CrossEntropyWithSoftmax = 0.87248535 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130106.4
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1041-1050, 11.96%]: CrossEntropyWithSoftmax = 0.90170898 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0188s; samplesPerSecond = 68243.0
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1051-1060, 12.07%]: CrossEntropyWithSoftmax = 0.94058228 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0109s; samplesPerSecond = 117625.4
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1061-1070, 12.19%]: CrossEntropyWithSoftmax = 0.89978638 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130456.5
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1071-1080, 12.30%]: CrossEntropyWithSoftmax = 0.96104126 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0133s; samplesPerSecond = 95977.9
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1081-1090, 12.41%]: CrossEntropyWithSoftmax = 0.88964844 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130378.1
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1091-1100, 12.53%]: CrossEntropyWithSoftmax = 0.91000977 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130916.8
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1101-1110, 12.64%]: CrossEntropyWithSoftmax = 0.90346680 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0101s; samplesPerSecond = 126771.6
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1111-1120, 12.76%]: CrossEntropyWithSoftmax = 0.93591919 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130986.5
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1121-1130, 12.87%]: CrossEntropyWithSoftmax = 0.92807617 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127410.1
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1131-1140, 12.98%]: CrossEntropyWithSoftmax = 0.88911133 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129106.4
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1141-1150, 13.10%]: CrossEntropyWithSoftmax = 0.89647217 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130753.7
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1151-1160, 13.21%]: CrossEntropyWithSoftmax = 0.89971924 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 126621.1
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1161-1170, 13.33%]: CrossEntropyWithSoftmax = 0.95360107 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 128969.9
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1171-1180, 13.44%]: CrossEntropyWithSoftmax = 0.92265625 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130983.8
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1181-1190, 13.55%]: CrossEntropyWithSoftmax = 0.92060547 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130436.6
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1191-1200, 13.67%]: CrossEntropyWithSoftmax = 0.94952393 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130993.2
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1201-1210, 13.78%]: CrossEntropyWithSoftmax = 0.96678467 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0101s; samplesPerSecond = 126586.0
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1211-1220, 13.90%]: CrossEntropyWithSoftmax = 0.95262451 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0101s; samplesPerSecond = 127232.8
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1221-1230, 14.01%]: CrossEntropyWithSoftmax = 0.95921631 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 131161.0
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1231-1240, 14.12%]: CrossEntropyWithSoftmax = 0.92709961 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 129988.8
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1241-1250, 14.24%]: CrossEntropyWithSoftmax = 0.88952637 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0101s; samplesPerSecond = 126916.1
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1251-1260, 14.35%]: CrossEntropyWithSoftmax = 0.92635498 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130789.7
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1261-1270, 14.46%]: CrossEntropyWithSoftmax = 0.86121826 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129136.4
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1271-1280, 14.58%]: CrossEntropyWithSoftmax = 0.91967773 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130017.9
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1281-1290, 14.69%]: CrossEntropyWithSoftmax = 0.93525391 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130792.4
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1291-1300, 14.81%]: CrossEntropyWithSoftmax = 0.95382080 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128224.4
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1301-1310, 14.92%]: CrossEntropyWithSoftmax = 0.94715576 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 131062.9
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1311-1320, 15.03%]: CrossEntropyWithSoftmax = 0.91561279 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128156.4
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1321-1330, 15.15%]: CrossEntropyWithSoftmax = 0.89117432 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130866.0
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1331-1340, 15.26%]: CrossEntropyWithSoftmax = 0.88051758 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130729.6
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1341-1350, 15.38%]: CrossEntropyWithSoftmax = 0.92368164 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130189.8
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1351-1360, 15.49%]: CrossEntropyWithSoftmax = 0.93729248 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 128746.7
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1361-1370, 15.60%]: CrossEntropyWithSoftmax = 0.90056152 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 131126.0
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1371-1380, 15.72%]: CrossEntropyWithSoftmax = 0.99146729 * 1280; EvalClassificationError = 0.33125000 * 1280; time = 0.0101s; samplesPerSecond = 126686.3
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1381-1390, 15.83%]: CrossEntropyWithSoftmax = 0.92454834 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130634.9
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1391-1400, 15.95%]: CrossEntropyWithSoftmax = 0.96376953 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130994.5
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1401-1410, 16.06%]: CrossEntropyWithSoftmax = 0.97288818 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128268.1
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1411-1420, 16.17%]: CrossEntropyWithSoftmax = 0.92285156 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130652.2
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1421-1430, 16.29%]: CrossEntropyWithSoftmax = 0.93415527 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128425.1
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1431-1440, 16.40%]: CrossEntropyWithSoftmax = 0.87167969 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130056.2
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1441-1450, 16.51%]: CrossEntropyWithSoftmax = 0.85401611 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130888.7
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1451-1460, 16.63%]: CrossEntropyWithSoftmax = 0.89353027 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128153.8
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1461-1470, 16.74%]: CrossEntropyWithSoftmax = 0.91099854 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130003.4
01/16/2018 22:38:20:  Epoch[21 of 25]-Minibatch[1471-1480, 16.86%]: CrossEntropyWithSoftmax = 0.94000244 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130862.0
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1481-1490, 16.97%]: CrossEntropyWithSoftmax = 0.88483887 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 127465.9
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1491-1500, 17.08%]: CrossEntropyWithSoftmax = 0.87277832 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 129415.8
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1501-1510, 17.20%]: CrossEntropyWithSoftmax = 0.92050781 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 128988.0
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1511-1520, 17.31%]: CrossEntropyWithSoftmax = 0.86748047 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 128729.9
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1521-1530, 17.43%]: CrossEntropyWithSoftmax = 0.89858398 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130649.6
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1531-1540, 17.54%]: CrossEntropyWithSoftmax = 0.91618652 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 126941.3
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1541-1550, 17.65%]: CrossEntropyWithSoftmax = 0.97650146 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 127968.0
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1551-1560, 17.77%]: CrossEntropyWithSoftmax = 0.92940674 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0098s; samplesPerSecond = 130975.8
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1561-1570, 17.88%]: CrossEntropyWithSoftmax = 0.91486816 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128432.8
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1571-1580, 18.00%]: CrossEntropyWithSoftmax = 0.95374756 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130044.3
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1581-1590, 18.11%]: CrossEntropyWithSoftmax = 0.91776123 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130932.9
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1591-1600, 18.22%]: CrossEntropyWithSoftmax = 0.91622314 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130540.3
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1601-1610, 18.34%]: CrossEntropyWithSoftmax = 0.91099854 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 127930.9
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1611-1620, 18.45%]: CrossEntropyWithSoftmax = 0.89205322 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130366.1
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1621-1630, 18.56%]: CrossEntropyWithSoftmax = 0.89259033 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128395.5
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1631-1640, 18.68%]: CrossEntropyWithSoftmax = 0.90913086 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 129951.9
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1641-1650, 18.79%]: CrossEntropyWithSoftmax = 0.93363037 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 130783.1
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1651-1660, 18.91%]: CrossEntropyWithSoftmax = 0.92766113 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0101s; samplesPerSecond = 126767.8
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1661-1670, 19.02%]: CrossEntropyWithSoftmax = 0.91475830 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130875.3
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1671-1680, 19.13%]: CrossEntropyWithSoftmax = 0.95286865 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130919.5
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1681-1690, 19.25%]: CrossEntropyWithSoftmax = 0.88398438 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130343.6
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1691-1700, 19.36%]: CrossEntropyWithSoftmax = 0.92419434 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131014.6
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1701-1710, 19.48%]: CrossEntropyWithSoftmax = 0.89993896 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128510.2
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1711-1720, 19.59%]: CrossEntropyWithSoftmax = 0.92647705 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129839.8
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1721-1730, 19.70%]: CrossEntropyWithSoftmax = 0.94978027 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130638.9
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1731-1740, 19.82%]: CrossEntropyWithSoftmax = 0.86602783 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128301.5
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1741-1750, 19.93%]: CrossEntropyWithSoftmax = 0.92540283 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 127679.5
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1751-1760, 20.05%]: CrossEntropyWithSoftmax = 0.94364014 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0108s; samplesPerSecond = 118339.9
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1761-1770, 20.16%]: CrossEntropyWithSoftmax = 0.91799316 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 128988.0
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1771-1780, 20.27%]: CrossEntropyWithSoftmax = 0.89649658 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130801.8
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1781-1790, 20.39%]: CrossEntropyWithSoftmax = 0.90479736 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 127511.6
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1791-1800, 20.50%]: CrossEntropyWithSoftmax = 0.85689697 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0101s; samplesPerSecond = 127021.9
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1801-1810, 20.62%]: CrossEntropyWithSoftmax = 0.87747803 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130752.3
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1811-1820, 20.73%]: CrossEntropyWithSoftmax = 0.88236084 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130472.5
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1821-1830, 20.84%]: CrossEntropyWithSoftmax = 0.86350098 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129176.8
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1831-1840, 20.96%]: CrossEntropyWithSoftmax = 0.86014404 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 131076.4
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1841-1850, 21.07%]: CrossEntropyWithSoftmax = 0.93757324 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130029.8
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1851-1860, 21.18%]: CrossEntropyWithSoftmax = 0.89132080 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0100s; samplesPerSecond = 128419.9
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1861-1870, 21.30%]: CrossEntropyWithSoftmax = 0.91193848 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130673.6
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1871-1880, 21.41%]: CrossEntropyWithSoftmax = 0.96208496 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 127706.3
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1881-1890, 21.53%]: CrossEntropyWithSoftmax = 0.97878418 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129350.4
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1891-1900, 21.64%]: CrossEntropyWithSoftmax = 0.90965576 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130674.9
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1901-1910, 21.75%]: CrossEntropyWithSoftmax = 0.90999756 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0105s; samplesPerSecond = 122440.0
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1911-1920, 21.87%]: CrossEntropyWithSoftmax = 0.90637207 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130660.2
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1921-1930, 21.98%]: CrossEntropyWithSoftmax = 0.94296875 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129205.5
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1931-1940, 22.10%]: CrossEntropyWithSoftmax = 0.85886230 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0100s; samplesPerSecond = 128626.4
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1941-1950, 22.21%]: CrossEntropyWithSoftmax = 0.92403564 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130892.7
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1951-1960, 22.32%]: CrossEntropyWithSoftmax = 0.95073242 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0102s; samplesPerSecond = 125307.1
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1961-1970, 22.44%]: CrossEntropyWithSoftmax = 0.87536621 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 129646.5
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1971-1980, 22.55%]: CrossEntropyWithSoftmax = 0.88104248 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1981-1990, 22.67%]: CrossEntropyWithSoftmax = 0.88782959 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127945.0
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[1991-2000, 22.78%]: CrossEntropyWithSoftmax = 0.93769531 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129525.8
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2001-2010, 22.89%]: CrossEntropyWithSoftmax = 0.92308350 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 128891.9
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2011-2020, 23.01%]: CrossEntropyWithSoftmax = 0.94270020 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 131122.0
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2021-2030, 23.12%]: CrossEntropyWithSoftmax = 0.88494873 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130985.2
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2031-2040, 23.23%]: CrossEntropyWithSoftmax = 0.91739502 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0101s; samplesPerSecond = 127359.4
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2041-2050, 23.35%]: CrossEntropyWithSoftmax = 0.91298828 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129239.4
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2051-2060, 23.46%]: CrossEntropyWithSoftmax = 0.86082764 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129350.4
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2061-2070, 23.58%]: CrossEntropyWithSoftmax = 0.86083984 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130926.2
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2071-2080, 23.69%]: CrossEntropyWithSoftmax = 0.90876465 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0099s; samplesPerSecond = 129911.0
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2081-2090, 23.80%]: CrossEntropyWithSoftmax = 0.89577637 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130829.8
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2091-2100, 23.92%]: CrossEntropyWithSoftmax = 0.90938721 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129050.5
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2101-2110, 24.03%]: CrossEntropyWithSoftmax = 0.93104248 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0101s; samplesPerSecond = 126452.2
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2111-2120, 24.15%]: CrossEntropyWithSoftmax = 0.84412842 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0098s; samplesPerSecond = 130620.2
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2121-2130, 24.26%]: CrossEntropyWithSoftmax = 0.93569336 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127844.0
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2131-2140, 24.37%]: CrossEntropyWithSoftmax = 0.91086426 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130868.6
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2141-2150, 24.49%]: CrossEntropyWithSoftmax = 0.90877686 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130864.6
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2151-2160, 24.60%]: CrossEntropyWithSoftmax = 0.88234863 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0101s; samplesPerSecond = 127010.6
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2161-2170, 24.72%]: CrossEntropyWithSoftmax = 0.94732666 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130979.8
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2171-2180, 24.83%]: CrossEntropyWithSoftmax = 0.95919189 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0099s; samplesPerSecond = 129854.3
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2181-2190, 24.94%]: CrossEntropyWithSoftmax = 0.94028320 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130048.3
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2191-2200, 25.06%]: CrossEntropyWithSoftmax = 0.89499512 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130951.7
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2201-2210, 25.17%]: CrossEntropyWithSoftmax = 0.94184570 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 128656.1
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2211-2220, 25.28%]: CrossEntropyWithSoftmax = 0.88292236 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129722.7
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2221-2230, 25.40%]: CrossEntropyWithSoftmax = 0.93123779 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131024.0
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2231-2240, 25.51%]: CrossEntropyWithSoftmax = 0.86418457 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0100s; samplesPerSecond = 127851.7
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2241-2250, 25.63%]: CrossEntropyWithSoftmax = 0.92489014 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127478.6
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2251-2260, 25.74%]: CrossEntropyWithSoftmax = 0.87858887 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130555.0
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2261-2270, 25.85%]: CrossEntropyWithSoftmax = 0.85283203 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128270.7
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2271-2280, 25.97%]: CrossEntropyWithSoftmax = 0.92932129 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130890.1
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2281-2290, 26.08%]: CrossEntropyWithSoftmax = 0.97385254 * 1280; EvalClassificationError = 0.32656250 * 1280; time = 0.0099s; samplesPerSecond = 129747.7
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2291-2300, 26.20%]: CrossEntropyWithSoftmax = 0.86464844 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0100s; samplesPerSecond = 127915.6
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2301-2310, 26.31%]: CrossEntropyWithSoftmax = 0.96281738 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130690.9
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2311-2320, 26.42%]: CrossEntropyWithSoftmax = 0.90517578 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0102s; samplesPerSecond = 126082.3
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2321-2330, 26.54%]: CrossEntropyWithSoftmax = 0.89243164 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130343.6
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2331-2340, 26.65%]: CrossEntropyWithSoftmax = 0.94348145 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0098s; samplesPerSecond = 130740.3
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2341-2350, 26.77%]: CrossEntropyWithSoftmax = 0.93227539 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130043.0
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2351-2360, 26.88%]: CrossEntropyWithSoftmax = 0.95971680 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129312.5
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2361-2370, 26.99%]: CrossEntropyWithSoftmax = 0.88657227 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130884.7
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2371-2380, 27.11%]: CrossEntropyWithSoftmax = 0.87741699 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127495.1
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2381-2390, 27.22%]: CrossEntropyWithSoftmax = 0.86271973 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0098s; samplesPerSecond = 130982.5
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2391-2400, 27.33%]: CrossEntropyWithSoftmax = 0.90695801 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129816.1
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2401-2410, 27.45%]: CrossEntropyWithSoftmax = 0.88422852 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128332.4
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2411-2420, 27.56%]: CrossEntropyWithSoftmax = 0.90349121 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 131118.0
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2421-2430, 27.68%]: CrossEntropyWithSoftmax = 0.97478027 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 128790.8
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2431-2440, 27.79%]: CrossEntropyWithSoftmax = 0.95891113 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129821.4
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2441-2450, 27.90%]: CrossEntropyWithSoftmax = 0.85175781 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 131205.3
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2451-2460, 28.02%]: CrossEntropyWithSoftmax = 0.96708984 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 127803.2
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2461-2470, 28.13%]: CrossEntropyWithSoftmax = 0.98029785 * 1280; EvalClassificationError = 0.32734375 * 1280; time = 0.0099s; samplesPerSecond = 128920.5
01/16/2018 22:38:21:  Epoch[21 of 25]-Minibatch[2471-2480, 28.25%]: CrossEntropyWithSoftmax = 0.91157227 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130981.1
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2481-2490, 28.36%]: CrossEntropyWithSoftmax = 0.87902832 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0099s; samplesPerSecond = 129464.2
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2491-2500, 28.47%]: CrossEntropyWithSoftmax = 0.89497070 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131036.1
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2501-2510, 28.59%]: CrossEntropyWithSoftmax = 0.93356934 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127492.6
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2511-2520, 28.70%]: CrossEntropyWithSoftmax = 0.91765137 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129402.7
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2521-2530, 28.82%]: CrossEntropyWithSoftmax = 0.87883301 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0098s; samplesPerSecond = 130785.7
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2531-2540, 28.93%]: CrossEntropyWithSoftmax = 0.92846680 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129841.1
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2541-2550, 29.04%]: CrossEntropyWithSoftmax = 0.92441406 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130394.0
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2551-2560, 29.16%]: CrossEntropyWithSoftmax = 0.90969238 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130837.9
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2561-2570, 29.27%]: CrossEntropyWithSoftmax = 0.87565918 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129556.0
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2571-2580, 29.38%]: CrossEntropyWithSoftmax = 0.93032227 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130945.0
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2581-2590, 29.50%]: CrossEntropyWithSoftmax = 0.88044434 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131147.5
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2591-2600, 29.61%]: CrossEntropyWithSoftmax = 0.95930176 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129387.0
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2601-2610, 29.73%]: CrossEntropyWithSoftmax = 0.90283203 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 131006.6
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2611-2620, 29.84%]: CrossEntropyWithSoftmax = 0.91433105 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 128903.6
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2621-2630, 29.95%]: CrossEntropyWithSoftmax = 0.88942871 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 129128.6
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2631-2640, 30.07%]: CrossEntropyWithSoftmax = 0.90021973 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130815.1
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2641-2650, 30.18%]: CrossEntropyWithSoftmax = 0.90849609 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 128667.8
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2651-2660, 30.30%]: CrossEntropyWithSoftmax = 0.93637695 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0101s; samplesPerSecond = 126678.7
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2661-2670, 30.41%]: CrossEntropyWithSoftmax = 0.86640625 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2671-2680, 30.52%]: CrossEntropyWithSoftmax = 0.91923828 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130392.7
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2681-2690, 30.64%]: CrossEntropyWithSoftmax = 0.93073730 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130915.5
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2691-2700, 30.75%]: CrossEntropyWithSoftmax = 0.92102051 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 131236.3
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2701-2710, 30.87%]: CrossEntropyWithSoftmax = 0.92182617 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 127415.2
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2711-2720, 30.98%]: CrossEntropyWithSoftmax = 0.93383789 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130680.3
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2721-2730, 31.09%]: CrossEntropyWithSoftmax = 0.92287598 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129158.6
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2731-2740, 31.21%]: CrossEntropyWithSoftmax = 0.93322754 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0108s; samplesPerSecond = 117997.4
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2741-2750, 31.32%]: CrossEntropyWithSoftmax = 0.98300781 * 1280; EvalClassificationError = 0.32421875 * 1280; time = 0.0098s; samplesPerSecond = 130979.8
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2751-2760, 31.44%]: CrossEntropyWithSoftmax = 0.89528809 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0101s; samplesPerSecond = 126995.5
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2761-2770, 31.55%]: CrossEntropyWithSoftmax = 0.89750977 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0099s; samplesPerSecond = 128810.2
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2771-2780, 31.66%]: CrossEntropyWithSoftmax = 0.91037598 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130457.8
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2781-2790, 31.78%]: CrossEntropyWithSoftmax = 0.85280762 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0103s; samplesPerSecond = 123805.5
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2791-2800, 31.89%]: CrossEntropyWithSoftmax = 0.90715332 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 127337.8
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2801-2810, 32.00%]: CrossEntropyWithSoftmax = 0.96877441 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 131020.0
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2811-2820, 32.12%]: CrossEntropyWithSoftmax = 0.90893555 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 129995.4
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2821-2830, 32.23%]: CrossEntropyWithSoftmax = 0.86494141 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131095.2
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2831-2840, 32.35%]: CrossEntropyWithSoftmax = 0.92753906 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130625.6
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2841-2850, 32.46%]: CrossEntropyWithSoftmax = 0.91345215 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 128016.6
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2851-2860, 32.57%]: CrossEntropyWithSoftmax = 0.90678711 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 131142.2
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2861-2870, 32.69%]: CrossEntropyWithSoftmax = 0.90725098 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 127566.3
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2871-2880, 32.80%]: CrossEntropyWithSoftmax = 0.92333984 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130295.8
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2881-2890, 32.92%]: CrossEntropyWithSoftmax = 0.93476563 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130533.7
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2891-2900, 33.03%]: CrossEntropyWithSoftmax = 0.90637207 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128399.3
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2901-2910, 33.14%]: CrossEntropyWithSoftmax = 0.91843262 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0101s; samplesPerSecond = 127163.3
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2911-2920, 33.26%]: CrossEntropyWithSoftmax = 0.86840820 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130469.8
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2921-2930, 33.37%]: CrossEntropyWithSoftmax = 0.94182129 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129167.7
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2931-2940, 33.49%]: CrossEntropyWithSoftmax = 0.95368652 * 1280; EvalClassificationError = 0.32812500 * 1280; time = 0.0100s; samplesPerSecond = 128487.0
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2941-2950, 33.60%]: CrossEntropyWithSoftmax = 0.92548828 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130721.6
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2951-2960, 33.71%]: CrossEntropyWithSoftmax = 0.86630859 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0100s; samplesPerSecond = 128588.9
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2961-2970, 33.83%]: CrossEntropyWithSoftmax = 0.91083984 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130731.0
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2971-2980, 33.94%]: CrossEntropyWithSoftmax = 0.93435059 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0101s; samplesPerSecond = 127105.2
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2981-2990, 34.05%]: CrossEntropyWithSoftmax = 0.89577637 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129696.4
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[2991-3000, 34.17%]: CrossEntropyWithSoftmax = 0.96967773 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 131177.1
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3001-3010, 34.28%]: CrossEntropyWithSoftmax = 0.94299316 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 128134.5
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3011-3020, 34.40%]: CrossEntropyWithSoftmax = 0.93461914 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130717.6
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3021-3030, 34.51%]: CrossEntropyWithSoftmax = 0.88110352 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130892.7
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3031-3040, 34.62%]: CrossEntropyWithSoftmax = 0.88493652 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129393.6
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3041-3050, 34.74%]: CrossEntropyWithSoftmax = 0.93437500 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 126464.7
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3051-3060, 34.85%]: CrossEntropyWithSoftmax = 0.92524414 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130843.2
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3061-3070, 34.97%]: CrossEntropyWithSoftmax = 0.87961426 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0101s; samplesPerSecond = 126604.8
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3071-3080, 35.08%]: CrossEntropyWithSoftmax = 0.92114258 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130805.8
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3081-3090, 35.19%]: CrossEntropyWithSoftmax = 0.90603027 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130396.7
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3091-3100, 35.31%]: CrossEntropyWithSoftmax = 0.96093750 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130002.0
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3101-3110, 35.42%]: CrossEntropyWithSoftmax = 0.88122559 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130813.8
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3111-3120, 35.54%]: CrossEntropyWithSoftmax = 0.92207031 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0101s; samplesPerSecond = 126194.2
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3121-3130, 35.65%]: CrossEntropyWithSoftmax = 0.90192871 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129674.1
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3131-3140, 35.76%]: CrossEntropyWithSoftmax = 0.86484375 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130664.2
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3141-3150, 35.88%]: CrossEntropyWithSoftmax = 0.91879883 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128400.6
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3151-3160, 35.99%]: CrossEntropyWithSoftmax = 0.96159668 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 127556.1
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3161-3170, 36.10%]: CrossEntropyWithSoftmax = 0.92912598 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130516.4
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3171-3180, 36.22%]: CrossEntropyWithSoftmax = 0.89584961 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130990.5
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3181-3190, 36.33%]: CrossEntropyWithSoftmax = 0.89199219 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130961.0
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3191-3200, 36.45%]: CrossEntropyWithSoftmax = 0.93618164 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130666.9
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3201-3210, 36.56%]: CrossEntropyWithSoftmax = 0.92177734 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0100s; samplesPerSecond = 128573.4
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3211-3220, 36.67%]: CrossEntropyWithSoftmax = 0.97868652 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130904.8
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3221-3230, 36.79%]: CrossEntropyWithSoftmax = 0.89250488 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0101s; samplesPerSecond = 127198.6
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3231-3240, 36.90%]: CrossEntropyWithSoftmax = 0.89392090 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130083.9
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3241-3250, 37.02%]: CrossEntropyWithSoftmax = 0.89409180 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 131014.6
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3251-3260, 37.13%]: CrossEntropyWithSoftmax = 0.87897949 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0101s; samplesPerSecond = 126348.6
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3261-3270, 37.24%]: CrossEntropyWithSoftmax = 0.91757813 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 127510.4
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3271-3280, 37.36%]: CrossEntropyWithSoftmax = 0.89206543 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130875.3
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3281-3290, 37.47%]: CrossEntropyWithSoftmax = 0.97434082 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130331.6
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3291-3300, 37.59%]: CrossEntropyWithSoftmax = 0.90341797 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130163.3
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3301-3310, 37.70%]: CrossEntropyWithSoftmax = 0.92209473 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130517.7
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3311-3320, 37.81%]: CrossEntropyWithSoftmax = 0.88300781 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127664.2
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3321-3330, 37.93%]: CrossEntropyWithSoftmax = 0.87829590 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130323.7
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3331-3340, 38.04%]: CrossEntropyWithSoftmax = 0.88530273 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130325.0
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3341-3350, 38.15%]: CrossEntropyWithSoftmax = 0.93190918 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130216.3
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3351-3360, 38.27%]: CrossEntropyWithSoftmax = 0.89338379 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130801.8
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3361-3370, 38.38%]: CrossEntropyWithSoftmax = 0.89348145 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0103s; samplesPerSecond = 124367.2
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3371-3380, 38.50%]: CrossEntropyWithSoftmax = 0.90114746 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128471.5
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3381-3390, 38.61%]: CrossEntropyWithSoftmax = 0.89265137 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0101s; samplesPerSecond = 127044.6
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3391-3400, 38.72%]: CrossEntropyWithSoftmax = 0.92133789 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130062.8
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3401-3410, 38.84%]: CrossEntropyWithSoftmax = 0.93210449 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128246.2
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3411-3420, 38.95%]: CrossEntropyWithSoftmax = 0.87021484 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130866.0
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3421-3430, 39.07%]: CrossEntropyWithSoftmax = 0.90690918 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 128805.0
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3431-3440, 39.18%]: CrossEntropyWithSoftmax = 0.97797852 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0099s; samplesPerSecond = 129709.6
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3441-3450, 39.29%]: CrossEntropyWithSoftmax = 0.86166992 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0103s; samplesPerSecond = 124460.3
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3451-3460, 39.41%]: CrossEntropyWithSoftmax = 0.95810547 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0127s; samplesPerSecond = 100565.7
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3461-3470, 39.52%]: CrossEntropyWithSoftmax = 0.91796875 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 128994.5
01/16/2018 22:38:22:  Epoch[21 of 25]-Minibatch[3471-3480, 39.64%]: CrossEntropyWithSoftmax = 0.92387695 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0117s; samplesPerSecond = 109764.8
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3481-3490, 39.75%]: CrossEntropyWithSoftmax = 0.89145508 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0131s; samplesPerSecond = 98059.5
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3491-3500, 39.86%]: CrossEntropyWithSoftmax = 0.90524902 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0101s; samplesPerSecond = 126444.7
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3501-3510, 39.98%]: CrossEntropyWithSoftmax = 0.98081055 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0098s; samplesPerSecond = 130887.4
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3511-3520, 40.09%]: CrossEntropyWithSoftmax = 0.90009766 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127957.8
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3521-3530, 40.21%]: CrossEntropyWithSoftmax = 0.94812012 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130260.0
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3531-3540, 40.32%]: CrossEntropyWithSoftmax = 0.89938965 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 131239.0
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3541-3550, 40.43%]: CrossEntropyWithSoftmax = 0.96083984 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0101s; samplesPerSecond = 126583.5
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3551-3560, 40.55%]: CrossEntropyWithSoftmax = 0.88671875 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0100s; samplesPerSecond = 127815.9
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3561-3570, 40.66%]: CrossEntropyWithSoftmax = 0.93942871 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130847.2
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3571-3580, 40.77%]: CrossEntropyWithSoftmax = 0.95195312 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129687.2
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3581-3590, 40.89%]: CrossEntropyWithSoftmax = 0.93481445 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129251.2
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3591-3600, 41.00%]: CrossEntropyWithSoftmax = 0.94812012 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130613.6
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3601-3610, 41.12%]: CrossEntropyWithSoftmax = 0.93037109 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0103s; samplesPerSecond = 124473.7
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3611-3620, 41.23%]: CrossEntropyWithSoftmax = 0.90864258 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130793.8
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3621-3630, 41.34%]: CrossEntropyWithSoftmax = 0.89912109 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 131170.4
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3631-3640, 41.46%]: CrossEntropyWithSoftmax = 0.93742676 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129264.2
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3641-3650, 41.57%]: CrossEntropyWithSoftmax = 0.91552734 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130815.1
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3651-3660, 41.69%]: CrossEntropyWithSoftmax = 0.88002930 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0102s; samplesPerSecond = 125922.3
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3661-3670, 41.80%]: CrossEntropyWithSoftmax = 0.91171875 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130033.7
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3671-3680, 41.91%]: CrossEntropyWithSoftmax = 0.90795898 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130578.9
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3681-3690, 42.03%]: CrossEntropyWithSoftmax = 0.89421387 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0100s; samplesPerSecond = 127886.2
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3691-3700, 42.14%]: CrossEntropyWithSoftmax = 0.88217773 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0101s; samplesPerSecond = 127165.8
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3701-3710, 42.26%]: CrossEntropyWithSoftmax = 0.86992187 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130903.4
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3711-3720, 42.37%]: CrossEntropyWithSoftmax = 0.92770996 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 128819.3
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3721-3730, 42.48%]: CrossEntropyWithSoftmax = 0.90158691 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0099s; samplesPerSecond = 128772.6
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3731-3740, 42.60%]: CrossEntropyWithSoftmax = 0.95803223 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130987.8
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3741-3750, 42.71%]: CrossEntropyWithSoftmax = 0.92814941 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 128032.0
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3751-3760, 42.82%]: CrossEntropyWithSoftmax = 0.89516602 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130706.9
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3761-3770, 42.94%]: CrossEntropyWithSoftmax = 0.86176758 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 129133.8
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3771-3780, 43.05%]: CrossEntropyWithSoftmax = 0.84956055 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129401.4
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3781-3790, 43.17%]: CrossEntropyWithSoftmax = 0.89233398 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130983.8
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3791-3800, 43.28%]: CrossEntropyWithSoftmax = 0.89235840 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 129971.7
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3801-3810, 43.39%]: CrossEntropyWithSoftmax = 0.93176270 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0102s; samplesPerSecond = 125171.1
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3811-3820, 43.51%]: CrossEntropyWithSoftmax = 0.98593750 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0098s; samplesPerSecond = 131006.6
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3821-3830, 43.62%]: CrossEntropyWithSoftmax = 0.88923340 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130398.0
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3831-3840, 43.74%]: CrossEntropyWithSoftmax = 0.93449707 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 128157.6
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3841-3850, 43.85%]: CrossEntropyWithSoftmax = 0.95437012 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 131060.3
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3851-3860, 43.96%]: CrossEntropyWithSoftmax = 0.88056641 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 128546.3
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3861-3870, 44.08%]: CrossEntropyWithSoftmax = 0.90964355 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130561.6
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3871-3880, 44.19%]: CrossEntropyWithSoftmax = 0.95734863 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 128225.7
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3881-3890, 44.31%]: CrossEntropyWithSoftmax = 0.98041992 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0098s; samplesPerSecond = 130111.7
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3891-3900, 44.42%]: CrossEntropyWithSoftmax = 0.88271484 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130677.6
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3901-3910, 44.53%]: CrossEntropyWithSoftmax = 0.87880859 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127914.3
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3911-3920, 44.65%]: CrossEntropyWithSoftmax = 0.84128418 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129528.4
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3921-3930, 44.76%]: CrossEntropyWithSoftmax = 0.92048340 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130900.8
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3931-3940, 44.87%]: CrossEntropyWithSoftmax = 0.90498047 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129737.2
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3941-3950, 44.99%]: CrossEntropyWithSoftmax = 0.85856934 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 128215.4
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3951-3960, 45.10%]: CrossEntropyWithSoftmax = 0.91779785 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130540.3
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3961-3970, 45.22%]: CrossEntropyWithSoftmax = 0.89970703 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 127984.6
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3971-3980, 45.33%]: CrossEntropyWithSoftmax = 0.94860840 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130684.3
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3981-3990, 45.44%]: CrossEntropyWithSoftmax = 0.91579590 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127558.6
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[3991-4000, 45.56%]: CrossEntropyWithSoftmax = 0.91005859 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128377.4
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4001-4010, 45.67%]: CrossEntropyWithSoftmax = 0.91826172 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 131017.3
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4011-4020, 45.79%]: CrossEntropyWithSoftmax = 0.91823730 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 127539.6
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4021-4030, 45.90%]: CrossEntropyWithSoftmax = 0.92163086 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130176.6
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4031-4040, 46.01%]: CrossEntropyWithSoftmax = 0.95029297 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130626.9
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4041-4050, 46.13%]: CrossEntropyWithSoftmax = 0.89946289 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128381.3
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4051-4060, 46.24%]: CrossEntropyWithSoftmax = 0.93095703 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129767.4
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4061-4070, 46.36%]: CrossEntropyWithSoftmax = 0.93864746 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130102.5
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4071-4080, 46.47%]: CrossEntropyWithSoftmax = 0.86335449 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129257.7
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4081-4090, 46.58%]: CrossEntropyWithSoftmax = 0.93933105 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129255.1
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4091-4100, 46.70%]: CrossEntropyWithSoftmax = 0.94575195 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130839.2
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4101-4110, 46.81%]: CrossEntropyWithSoftmax = 0.91652832 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0101s; samplesPerSecond = 127134.2
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4111-4120, 46.92%]: CrossEntropyWithSoftmax = 0.89482422 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4121-4130, 47.04%]: CrossEntropyWithSoftmax = 0.87475586 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130783.1
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4131-4140, 47.15%]: CrossEntropyWithSoftmax = 0.86093750 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 129758.2
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4141-4150, 47.27%]: CrossEntropyWithSoftmax = 0.88063965 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130934.2
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4151-4160, 47.38%]: CrossEntropyWithSoftmax = 0.87531738 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130883.4
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4161-4170, 47.49%]: CrossEntropyWithSoftmax = 0.88859863 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130432.6
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4171-4180, 47.61%]: CrossEntropyWithSoftmax = 0.89218750 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 131161.0
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4181-4190, 47.72%]: CrossEntropyWithSoftmax = 0.90644531 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0100s; samplesPerSecond = 128234.7
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4191-4200, 47.84%]: CrossEntropyWithSoftmax = 0.94846191 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130520.3
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4201-4210, 47.95%]: CrossEntropyWithSoftmax = 0.85810547 * 1280; EvalClassificationError = 0.27890625 * 1280; time = 0.0100s; samplesPerSecond = 128056.3
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4211-4220, 48.06%]: CrossEntropyWithSoftmax = 0.91420898 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0099s; samplesPerSecond = 129161.2
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4221-4230, 48.18%]: CrossEntropyWithSoftmax = 0.87714844 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130924.9
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4231-4240, 48.29%]: CrossEntropyWithSoftmax = 0.91340332 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0100s; samplesPerSecond = 128058.9
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4241-4250, 48.41%]: CrossEntropyWithSoftmax = 0.93476563 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127378.4
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4251-4260, 48.52%]: CrossEntropyWithSoftmax = 0.83867187 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130863.3
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4261-4270, 48.63%]: CrossEntropyWithSoftmax = 0.95559082 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0101s; samplesPerSecond = 127248.0
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4271-4280, 48.75%]: CrossEntropyWithSoftmax = 0.91691895 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128056.3
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4281-4290, 48.86%]: CrossEntropyWithSoftmax = 0.86181641 * 1280; EvalClassificationError = 0.27265625 * 1280; time = 0.0098s; samplesPerSecond = 130777.7
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4291-4300, 48.97%]: CrossEntropyWithSoftmax = 0.89836426 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128301.5
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4301-4310, 49.09%]: CrossEntropyWithSoftmax = 0.91062012 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131067.0
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4311-4320, 49.20%]: CrossEntropyWithSoftmax = 0.94929199 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130601.6
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4321-4330, 49.32%]: CrossEntropyWithSoftmax = 0.82663574 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0100s; samplesPerSecond = 127623.5
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4331-4340, 49.43%]: CrossEntropyWithSoftmax = 0.89624023 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130621.6
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4341-4350, 49.54%]: CrossEntropyWithSoftmax = 0.88117676 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 129634.7
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4351-4360, 49.66%]: CrossEntropyWithSoftmax = 0.92834473 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0100s; samplesPerSecond = 127858.1
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4361-4370, 49.77%]: CrossEntropyWithSoftmax = 0.89794922 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 131144.9
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4371-4380, 49.89%]: CrossEntropyWithSoftmax = 0.87272949 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0100s; samplesPerSecond = 128277.1
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4381-4390, 50.00%]: CrossEntropyWithSoftmax = 0.88332520 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 131209.4
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4391-4400, 50.11%]: CrossEntropyWithSoftmax = 0.88808594 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 131009.3
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4401-4410, 50.23%]: CrossEntropyWithSoftmax = 0.94399414 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 128636.8
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4411-4420, 50.34%]: CrossEntropyWithSoftmax = 0.94111328 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0098s; samplesPerSecond = 130908.8
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4421-4430, 50.46%]: CrossEntropyWithSoftmax = 0.90019531 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130303.8
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4431-4440, 50.57%]: CrossEntropyWithSoftmax = 0.88852539 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0101s; samplesPerSecond = 127172.1
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4441-4450, 50.68%]: CrossEntropyWithSoftmax = 0.89541016 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0098s; samplesPerSecond = 130415.3
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4451-4460, 50.80%]: CrossEntropyWithSoftmax = 0.92456055 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127432.9
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4461-4470, 50.91%]: CrossEntropyWithSoftmax = 0.91203613 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 128448.3
01/16/2018 22:38:23:  Epoch[21 of 25]-Minibatch[4471-4480, 51.03%]: CrossEntropyWithSoftmax = 0.90302734 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130963.7
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4481-4490, 51.14%]: CrossEntropyWithSoftmax = 0.93403320 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129514.0
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4491-4500, 51.25%]: CrossEntropyWithSoftmax = 0.88837891 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 127003.0
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4501-4510, 51.37%]: CrossEntropyWithSoftmax = 0.86752930 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130537.7
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4511-4520, 51.48%]: CrossEntropyWithSoftmax = 0.87661133 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0100s; samplesPerSecond = 128353.0
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4521-4530, 51.59%]: CrossEntropyWithSoftmax = 0.92573242 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130086.6
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4531-4540, 51.71%]: CrossEntropyWithSoftmax = 0.91855469 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130969.1
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4541-4550, 51.82%]: CrossEntropyWithSoftmax = 0.94731445 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 128274.5
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4551-4560, 51.94%]: CrossEntropyWithSoftmax = 0.84169922 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130688.3
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4561-4570, 52.05%]: CrossEntropyWithSoftmax = 0.95019531 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 128269.4
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4571-4580, 52.16%]: CrossEntropyWithSoftmax = 0.92910156 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129750.3
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4581-4590, 52.28%]: CrossEntropyWithSoftmax = 0.83603516 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 130981.1
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4591-4600, 52.39%]: CrossEntropyWithSoftmax = 0.94599609 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 128854.3
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4601-4610, 52.51%]: CrossEntropyWithSoftmax = 0.88618164 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0099s; samplesPerSecond = 129826.7
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4611-4620, 52.62%]: CrossEntropyWithSoftmax = 0.91044922 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 131195.9
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4621-4630, 52.73%]: CrossEntropyWithSoftmax = 0.92988281 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0100s; samplesPerSecond = 127539.6
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4631-4640, 52.85%]: CrossEntropyWithSoftmax = 0.89970703 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129628.1
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4641-4650, 52.96%]: CrossEntropyWithSoftmax = 0.93159180 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130965.0
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4651-4660, 53.08%]: CrossEntropyWithSoftmax = 0.88652344 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0099s; samplesPerSecond = 128749.3
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4661-4670, 53.19%]: CrossEntropyWithSoftmax = 0.95170898 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130866.0
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4671-4680, 53.30%]: CrossEntropyWithSoftmax = 0.88017578 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 128075.6
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4681-4690, 53.42%]: CrossEntropyWithSoftmax = 0.87553711 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130626.9
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4691-4700, 53.53%]: CrossEntropyWithSoftmax = 0.84604492 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130880.7
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4701-4710, 53.64%]: CrossEntropyWithSoftmax = 0.92138672 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128519.2
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4711-4720, 53.76%]: CrossEntropyWithSoftmax = 0.94423828 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130359.5
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4721-4730, 53.87%]: CrossEntropyWithSoftmax = 0.87099609 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130907.5
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4731-4740, 53.99%]: CrossEntropyWithSoftmax = 0.89863281 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0101s; samplesPerSecond = 126616.1
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4741-4750, 54.10%]: CrossEntropyWithSoftmax = 0.90537109 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 128955.6
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4751-4760, 54.21%]: CrossEntropyWithSoftmax = 0.93203125 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0099s; samplesPerSecond = 129174.2
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4761-4770, 54.33%]: CrossEntropyWithSoftmax = 0.88447266 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129162.5
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4771-4780, 54.44%]: CrossEntropyWithSoftmax = 0.85581055 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130912.8
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4781-4790, 54.56%]: CrossEntropyWithSoftmax = 0.94111328 * 1280; EvalClassificationError = 0.31562500 * 1280; time = 0.0100s; samplesPerSecond = 128174.3
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4791-4800, 54.67%]: CrossEntropyWithSoftmax = 0.92294922 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0100s; samplesPerSecond = 128265.5
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4801-4810, 54.78%]: CrossEntropyWithSoftmax = 0.86708984 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 131056.2
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4811-4820, 54.90%]: CrossEntropyWithSoftmax = 0.89477539 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0124s; samplesPerSecond = 103453.6
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4821-4830, 55.01%]: CrossEntropyWithSoftmax = 0.86513672 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129034.9
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4831-4840, 55.13%]: CrossEntropyWithSoftmax = 0.92529297 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130890.1
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4841-4850, 55.24%]: CrossEntropyWithSoftmax = 0.91894531 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0100s; samplesPerSecond = 127493.8
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4851-4860, 55.35%]: CrossEntropyWithSoftmax = 0.94130859 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 128966.0
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4861-4870, 55.47%]: CrossEntropyWithSoftmax = 0.94189453 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129392.3
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4871-4880, 55.58%]: CrossEntropyWithSoftmax = 0.91782227 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0099s; samplesPerSecond = 129140.3
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4881-4890, 55.69%]: CrossEntropyWithSoftmax = 0.91303711 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0099s; samplesPerSecond = 129306.0
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4891-4900, 55.81%]: CrossEntropyWithSoftmax = 0.88818359 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130930.2
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4901-4910, 55.92%]: CrossEntropyWithSoftmax = 0.94399414 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128529.5
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4911-4920, 56.04%]: CrossEntropyWithSoftmax = 1.00585938 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130402.0
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4921-4930, 56.15%]: CrossEntropyWithSoftmax = 0.84736328 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130716.3
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4931-4940, 56.26%]: CrossEntropyWithSoftmax = 0.85224609 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129178.1
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4941-4950, 56.38%]: CrossEntropyWithSoftmax = 0.89697266 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 131151.6
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4951-4960, 56.49%]: CrossEntropyWithSoftmax = 0.89106445 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0102s; samplesPerSecond = 126074.8
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4961-4970, 56.61%]: CrossEntropyWithSoftmax = 0.93710938 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130039.0
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4971-4980, 56.72%]: CrossEntropyWithSoftmax = 0.84125977 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130915.5
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4981-4990, 56.83%]: CrossEntropyWithSoftmax = 0.89677734 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 129320.4
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[4991-5000, 56.95%]: CrossEntropyWithSoftmax = 0.85917969 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0101s; samplesPerSecond = 126431.0
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5001-5010, 57.06%]: CrossEntropyWithSoftmax = 0.91757813 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130053.5
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5011-5020, 57.18%]: CrossEntropyWithSoftmax = 0.98486328 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129493.1
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5021-5030, 57.29%]: CrossEntropyWithSoftmax = 0.88212891 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130106.4
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5031-5040, 57.40%]: CrossEntropyWithSoftmax = 0.90834961 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130922.2
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5041-5050, 57.52%]: CrossEntropyWithSoftmax = 0.96250000 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0101s; samplesPerSecond = 126206.6
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5051-5060, 57.63%]: CrossEntropyWithSoftmax = 0.88144531 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 131054.9
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5061-5070, 57.74%]: CrossEntropyWithSoftmax = 0.85473633 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0099s; samplesPerSecond = 129850.4
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5071-5080, 57.86%]: CrossEntropyWithSoftmax = 0.91489258 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129784.5
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5081-5090, 57.97%]: CrossEntropyWithSoftmax = 0.93652344 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 131037.4
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5091-5100, 58.09%]: CrossEntropyWithSoftmax = 0.95659180 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130372.8
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5101-5110, 58.20%]: CrossEntropyWithSoftmax = 0.94692383 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0101s; samplesPerSecond = 126149.4
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5111-5120, 58.31%]: CrossEntropyWithSoftmax = 0.93862305 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 131213.4
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5121-5130, 58.43%]: CrossEntropyWithSoftmax = 0.91489258 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130849.9
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5131-5140, 58.54%]: CrossEntropyWithSoftmax = 0.90297852 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130068.1
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5141-5150, 58.66%]: CrossEntropyWithSoftmax = 0.89907227 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 130638.9
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5151-5160, 58.77%]: CrossEntropyWithSoftmax = 0.85605469 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0101s; samplesPerSecond = 126394.8
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5161-5170, 58.88%]: CrossEntropyWithSoftmax = 0.89804688 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130829.8
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5171-5180, 59.00%]: CrossEntropyWithSoftmax = 0.92006836 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130859.3
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5181-5190, 59.11%]: CrossEntropyWithSoftmax = 0.91757813 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130286.5
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5191-5200, 59.23%]: CrossEntropyWithSoftmax = 0.85693359 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130890.1
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5201-5210, 59.34%]: CrossEntropyWithSoftmax = 0.91743164 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0101s; samplesPerSecond = 126383.6
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5211-5220, 59.45%]: CrossEntropyWithSoftmax = 0.91674805 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130926.2
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5221-5230, 59.57%]: CrossEntropyWithSoftmax = 0.89272461 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0098s; samplesPerSecond = 131115.3
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5231-5240, 59.68%]: CrossEntropyWithSoftmax = 0.88583984 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130317.0
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5241-5250, 59.79%]: CrossEntropyWithSoftmax = 0.91020508 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 131003.9
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5251-5260, 59.91%]: CrossEntropyWithSoftmax = 0.88100586 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129375.3
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5261-5270, 60.02%]: CrossEntropyWithSoftmax = 0.91445312 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0102s; samplesPerSecond = 125997.9
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5271-5280, 60.14%]: CrossEntropyWithSoftmax = 0.84838867 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130432.6
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5281-5290, 60.25%]: CrossEntropyWithSoftmax = 0.87094727 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130751.0
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5291-5300, 60.36%]: CrossEntropyWithSoftmax = 0.87260742 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0100s; samplesPerSecond = 127679.5
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5301-5310, 60.48%]: CrossEntropyWithSoftmax = 0.87451172 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130262.7
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5311-5320, 60.59%]: CrossEntropyWithSoftmax = 0.97397461 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 129529.7
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5321-5330, 60.71%]: CrossEntropyWithSoftmax = 0.85185547 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0100s; samplesPerSecond = 128198.7
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5331-5340, 60.82%]: CrossEntropyWithSoftmax = 0.87368164 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130213.6
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5341-5350, 60.93%]: CrossEntropyWithSoftmax = 0.97661133 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0099s; samplesPerSecond = 128786.9
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5351-5360, 61.05%]: CrossEntropyWithSoftmax = 0.94169922 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0102s; samplesPerSecond = 125207.9
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5361-5370, 61.16%]: CrossEntropyWithSoftmax = 0.96787109 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130987.8
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5371-5380, 61.28%]: CrossEntropyWithSoftmax = 0.91098633 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 126974.0
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5381-5390, 61.39%]: CrossEntropyWithSoftmax = 0.85546875 * 1280; EvalClassificationError = 0.27031250 * 1280; time = 0.0105s; samplesPerSecond = 122330.0
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5391-5400, 61.50%]: CrossEntropyWithSoftmax = 0.88691406 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0106s; samplesPerSecond = 120565.9
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5401-5410, 61.62%]: CrossEntropyWithSoftmax = 0.88920898 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0099s; samplesPerSecond = 129192.4
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5411-5420, 61.73%]: CrossEntropyWithSoftmax = 0.92343750 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0101s; samplesPerSecond = 126509.7
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5421-5430, 61.85%]: CrossEntropyWithSoftmax = 0.94033203 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0099s; samplesPerSecond = 129504.8
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5431-5440, 61.96%]: CrossEntropyWithSoftmax = 0.87514648 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129306.0
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5441-5450, 62.07%]: CrossEntropyWithSoftmax = 0.90141602 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130516.4
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5451-5460, 62.19%]: CrossEntropyWithSoftmax = 0.91240234 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0103s; samplesPerSecond = 124245.3
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5461-5470, 62.30%]: CrossEntropyWithSoftmax = 0.88261719 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0099s; samplesPerSecond = 128962.1
01/16/2018 22:38:24:  Epoch[21 of 25]-Minibatch[5471-5480, 62.41%]: CrossEntropyWithSoftmax = 0.93808594 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130978.4
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5481-5490, 62.53%]: CrossEntropyWithSoftmax = 0.92641602 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128094.8
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5491-5500, 62.64%]: CrossEntropyWithSoftmax = 0.95966797 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0103s; samplesPerSecond = 124573.0
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5501-5510, 62.76%]: CrossEntropyWithSoftmax = 0.85673828 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130493.7
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5511-5520, 62.87%]: CrossEntropyWithSoftmax = 0.94379883 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0101s; samplesPerSecond = 126446.0
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5521-5530, 62.98%]: CrossEntropyWithSoftmax = 0.95532227 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130548.3
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5531-5540, 63.10%]: CrossEntropyWithSoftmax = 0.92255859 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130549.6
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5541-5550, 63.21%]: CrossEntropyWithSoftmax = 0.95029297 * 1280; EvalClassificationError = 0.31953125 * 1280; time = 0.0100s; samplesPerSecond = 128498.6
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5551-5560, 63.33%]: CrossEntropyWithSoftmax = 0.83906250 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0099s; samplesPerSecond = 128988.0
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5561-5570, 63.44%]: CrossEntropyWithSoftmax = 0.88461914 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130886.0
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5571-5580, 63.55%]: CrossEntropyWithSoftmax = 1.02241211 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130453.8
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5581-5590, 63.67%]: CrossEntropyWithSoftmax = 0.94663086 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130926.2
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5591-5600, 63.78%]: CrossEntropyWithSoftmax = 0.87211914 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129482.6
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5601-5610, 63.90%]: CrossEntropyWithSoftmax = 0.90136719 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0101s; samplesPerSecond = 126843.2
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5611-5620, 64.01%]: CrossEntropyWithSoftmax = 0.91259766 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130733.6
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5621-5630, 64.12%]: CrossEntropyWithSoftmax = 0.91494141 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130804.4
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5631-5640, 64.24%]: CrossEntropyWithSoftmax = 0.88994141 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 129949.2
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5641-5650, 64.35%]: CrossEntropyWithSoftmax = 0.91206055 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0098s; samplesPerSecond = 131034.8
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5651-5660, 64.46%]: CrossEntropyWithSoftmax = 0.88554687 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0102s; samplesPerSecond = 125363.6
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5661-5670, 64.58%]: CrossEntropyWithSoftmax = 0.92070312 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0101s; samplesPerSecond = 127169.6
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5671-5680, 64.69%]: CrossEntropyWithSoftmax = 0.89916992 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0098s; samplesPerSecond = 130504.4
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5681-5690, 64.81%]: CrossEntropyWithSoftmax = 0.87553711 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129742.4
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5691-5700, 64.92%]: CrossEntropyWithSoftmax = 0.90112305 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130317.0
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5701-5710, 65.03%]: CrossEntropyWithSoftmax = 0.90087891 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0101s; samplesPerSecond = 126393.5
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5711-5720, 65.15%]: CrossEntropyWithSoftmax = 0.91972656 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130962.4
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5721-5730, 65.26%]: CrossEntropyWithSoftmax = 0.94970703 * 1280; EvalClassificationError = 0.32343750 * 1280; time = 0.0098s; samplesPerSecond = 130447.2
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5731-5740, 65.38%]: CrossEntropyWithSoftmax = 0.93388672 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130185.8
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5741-5750, 65.49%]: CrossEntropyWithSoftmax = 0.93710938 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0101s; samplesPerSecond = 126413.5
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5751-5760, 65.60%]: CrossEntropyWithSoftmax = 0.91318359 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130203.0
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5761-5770, 65.72%]: CrossEntropyWithSoftmax = 0.96713867 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130500.4
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5771-5780, 65.83%]: CrossEntropyWithSoftmax = 1.00952148 * 1280; EvalClassificationError = 0.32968750 * 1280; time = 0.0098s; samplesPerSecond = 131087.1
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5781-5790, 65.95%]: CrossEntropyWithSoftmax = 0.91621094 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130388.7
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5791-5800, 66.06%]: CrossEntropyWithSoftmax = 0.88471680 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 128130.7
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5801-5810, 66.17%]: CrossEntropyWithSoftmax = 0.87524414 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130780.4
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5811-5820, 66.29%]: CrossEntropyWithSoftmax = 0.84287109 * 1280; EvalClassificationError = 0.26328125 * 1280; time = 0.0100s; samplesPerSecond = 127540.9
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5821-5830, 66.40%]: CrossEntropyWithSoftmax = 0.94580078 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130593.6
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5831-5840, 66.51%]: CrossEntropyWithSoftmax = 0.90400391 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0100s; samplesPerSecond = 127810.8
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5841-5850, 66.63%]: CrossEntropyWithSoftmax = 0.95356445 * 1280; EvalClassificationError = 0.32109375 * 1280; time = 0.0148s; samplesPerSecond = 86472.5
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5851-5860, 66.74%]: CrossEntropyWithSoftmax = 0.92070312 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0173s; samplesPerSecond = 73894.5
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5861-5870, 66.86%]: CrossEntropyWithSoftmax = 0.87978516 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0124s; samplesPerSecond = 103282.4
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5871-5880, 66.97%]: CrossEntropyWithSoftmax = 0.93110352 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0100s; samplesPerSecond = 128470.2
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5881-5890, 67.08%]: CrossEntropyWithSoftmax = 0.88823242 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0103s; samplesPerSecond = 123961.3
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5891-5900, 67.20%]: CrossEntropyWithSoftmax = 0.92680664 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130801.8
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5901-5910, 67.31%]: CrossEntropyWithSoftmax = 0.94262695 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0100s; samplesPerSecond = 128564.4
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5911-5920, 67.43%]: CrossEntropyWithSoftmax = 0.85786133 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130628.2
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5921-5930, 67.54%]: CrossEntropyWithSoftmax = 0.94467773 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0101s; samplesPerSecond = 127236.6
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5931-5940, 67.65%]: CrossEntropyWithSoftmax = 0.89458008 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0101s; samplesPerSecond = 126616.1
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5941-5950, 67.77%]: CrossEntropyWithSoftmax = 0.93095703 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130934.2
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5951-5960, 67.88%]: CrossEntropyWithSoftmax = 0.87612305 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 129231.6
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5961-5970, 68.00%]: CrossEntropyWithSoftmax = 0.86254883 * 1280; EvalClassificationError = 0.27734375 * 1280; time = 0.0098s; samplesPerSecond = 130306.4
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5971-5980, 68.11%]: CrossEntropyWithSoftmax = 0.87480469 * 1280; EvalClassificationError = 0.27187500 * 1280; time = 0.0098s; samplesPerSecond = 130473.8
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5981-5990, 68.22%]: CrossEntropyWithSoftmax = 0.97578125 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0101s; samplesPerSecond = 126196.6
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[5991-6000, 68.34%]: CrossEntropyWithSoftmax = 0.86005859 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0100s; samplesPerSecond = 128345.2
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6001-6010, 68.45%]: CrossEntropyWithSoftmax = 0.87871094 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130670.9
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6011-6020, 68.56%]: CrossEntropyWithSoftmax = 0.86391602 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130124.9
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6021-6030, 68.68%]: CrossEntropyWithSoftmax = 0.94047852 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0110s; samplesPerSecond = 116376.3
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6031-6040, 68.79%]: CrossEntropyWithSoftmax = 0.90810547 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0099s; samplesPerSecond = 129851.7
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6041-6050, 68.91%]: CrossEntropyWithSoftmax = 0.94716797 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0099s; samplesPerSecond = 129111.7
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6051-6060, 69.02%]: CrossEntropyWithSoftmax = 0.87504883 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0099s; samplesPerSecond = 129468.2
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6061-6070, 69.13%]: CrossEntropyWithSoftmax = 0.91801758 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130543.0
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6071-6080, 69.25%]: CrossEntropyWithSoftmax = 0.85864258 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0112s; samplesPerSecond = 114654.2
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6081-6090, 69.36%]: CrossEntropyWithSoftmax = 0.94438477 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0100s; samplesPerSecond = 127849.1
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6091-6100, 69.48%]: CrossEntropyWithSoftmax = 0.90102539 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129439.4
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6101-6110, 69.59%]: CrossEntropyWithSoftmax = 0.85063477 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0098s; samplesPerSecond = 130102.5
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6111-6120, 69.70%]: CrossEntropyWithSoftmax = 0.92192383 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130448.5
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6121-6130, 69.82%]: CrossEntropyWithSoftmax = 0.90390625 * 1280; EvalClassificationError = 0.31796875 * 1280; time = 0.0098s; samplesPerSecond = 130464.5
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6131-6140, 69.93%]: CrossEntropyWithSoftmax = 0.92724609 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0102s; samplesPerSecond = 125374.7
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6141-6150, 70.05%]: CrossEntropyWithSoftmax = 0.88354492 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130375.4
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6151-6160, 70.16%]: CrossEntropyWithSoftmax = 0.83950195 * 1280; EvalClassificationError = 0.27421875 * 1280; time = 0.0100s; samplesPerSecond = 128398.0
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6161-6170, 70.27%]: CrossEntropyWithSoftmax = 0.90375977 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129427.6
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6171-6180, 70.39%]: CrossEntropyWithSoftmax = 0.88715820 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130299.8
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6181-6190, 70.50%]: CrossEntropyWithSoftmax = 0.87192383 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0101s; samplesPerSecond = 126891.0
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6191-6200, 70.62%]: CrossEntropyWithSoftmax = 0.92714844 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127975.7
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6201-6210, 70.73%]: CrossEntropyWithSoftmax = 0.84418945 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130709.6
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6211-6220, 70.84%]: CrossEntropyWithSoftmax = 0.88901367 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130111.7
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6221-6230, 70.96%]: CrossEntropyWithSoftmax = 0.94516602 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0098s; samplesPerSecond = 130694.9
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6231-6240, 71.07%]: CrossEntropyWithSoftmax = 0.88969727 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0101s; samplesPerSecond = 126394.8
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6241-6250, 71.18%]: CrossEntropyWithSoftmax = 0.88100586 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0100s; samplesPerSecond = 127565.0
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6251-6260, 71.30%]: CrossEntropyWithSoftmax = 0.88139648 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129934.7
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6261-6270, 71.41%]: CrossEntropyWithSoftmax = 0.91757813 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129771.4
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6271-6280, 71.53%]: CrossEntropyWithSoftmax = 0.89038086 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 128973.8
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6281-6290, 71.64%]: CrossEntropyWithSoftmax = 0.89672852 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130527.0
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6291-6300, 71.75%]: CrossEntropyWithSoftmax = 0.92944336 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130437.9
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6301-6310, 71.87%]: CrossEntropyWithSoftmax = 0.97172852 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130520.3
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6311-6320, 71.98%]: CrossEntropyWithSoftmax = 0.89975586 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130416.6
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6321-6330, 72.10%]: CrossEntropyWithSoftmax = 0.87758789 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0099s; samplesPerSecond = 129912.3
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6331-6340, 72.21%]: CrossEntropyWithSoftmax = 0.85693359 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130829.8
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6341-6350, 72.32%]: CrossEntropyWithSoftmax = 0.87607422 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0100s; samplesPerSecond = 127698.6
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6351-6360, 72.44%]: CrossEntropyWithSoftmax = 0.87250977 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130229.5
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6361-6370, 72.55%]: CrossEntropyWithSoftmax = 0.93066406 * 1280; EvalClassificationError = 0.31250000 * 1280; time = 0.0098s; samplesPerSecond = 130792.4
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6371-6380, 72.67%]: CrossEntropyWithSoftmax = 0.93525391 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 129474.7
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6381-6390, 72.78%]: CrossEntropyWithSoftmax = 0.86435547 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0100s; samplesPerSecond = 127636.2
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6391-6400, 72.89%]: CrossEntropyWithSoftmax = 0.88911133 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0098s; samplesPerSecond = 130753.7
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6401-6410, 73.01%]: CrossEntropyWithSoftmax = 0.88837891 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0099s; samplesPerSecond = 128893.2
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6411-6420, 73.12%]: CrossEntropyWithSoftmax = 0.92773438 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130665.6
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6421-6430, 73.23%]: CrossEntropyWithSoftmax = 0.93999023 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130816.5
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6431-6440, 73.35%]: CrossEntropyWithSoftmax = 0.92524414 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0100s; samplesPerSecond = 128293.8
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6441-6450, 73.46%]: CrossEntropyWithSoftmax = 0.93466797 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130360.8
01/16/2018 22:38:25:  Epoch[21 of 25]-Minibatch[6451-6460, 73.58%]: CrossEntropyWithSoftmax = 0.89423828 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0101s; samplesPerSecond = 126168.0
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6461-6470, 73.69%]: CrossEntropyWithSoftmax = 0.90336914 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129016.7
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6471-6480, 73.80%]: CrossEntropyWithSoftmax = 0.89047852 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0098s; samplesPerSecond = 130383.4
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6481-6490, 73.92%]: CrossEntropyWithSoftmax = 0.88491211 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0101s; samplesPerSecond = 126781.6
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6491-6500, 74.03%]: CrossEntropyWithSoftmax = 0.90039062 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 128555.4
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6501-6510, 74.15%]: CrossEntropyWithSoftmax = 0.91059570 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130674.9
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6511-6520, 74.26%]: CrossEntropyWithSoftmax = 0.90385742 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129884.6
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6521-6530, 74.37%]: CrossEntropyWithSoftmax = 0.88461914 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 127776.4
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6531-6540, 74.49%]: CrossEntropyWithSoftmax = 0.89282227 * 1280; EvalClassificationError = 0.28593750 * 1280; time = 0.0098s; samplesPerSecond = 130622.9
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6541-6550, 74.60%]: CrossEntropyWithSoftmax = 0.88974609 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130452.5
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6551-6560, 74.72%]: CrossEntropyWithSoftmax = 0.87309570 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0099s; samplesPerSecond = 129260.3
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6561-6570, 74.83%]: CrossEntropyWithSoftmax = 0.83276367 * 1280; EvalClassificationError = 0.25390625 * 1280; time = 0.0098s; samplesPerSecond = 130537.7
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6571-6580, 74.94%]: CrossEntropyWithSoftmax = 0.85610352 * 1280; EvalClassificationError = 0.27656250 * 1280; time = 0.0102s; samplesPerSecond = 125819.5
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6581-6590, 75.06%]: CrossEntropyWithSoftmax = 0.91445312 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130817.8
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6591-6600, 75.17%]: CrossEntropyWithSoftmax = 0.89252930 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 127775.1
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6601-6610, 75.28%]: CrossEntropyWithSoftmax = 0.88627930 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 128346.5
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6611-6620, 75.40%]: CrossEntropyWithSoftmax = 0.88745117 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130684.3
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6621-6630, 75.51%]: CrossEntropyWithSoftmax = 0.89628906 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0100s; samplesPerSecond = 128265.5
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6631-6640, 75.63%]: CrossEntropyWithSoftmax = 0.91108398 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 128418.6
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6641-6650, 75.74%]: CrossEntropyWithSoftmax = 0.89360352 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130261.3
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6651-6660, 75.85%]: CrossEntropyWithSoftmax = 0.94482422 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129256.4
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6661-6670, 75.97%]: CrossEntropyWithSoftmax = 0.85107422 * 1280; EvalClassificationError = 0.26718750 * 1280; time = 0.0099s; samplesPerSecond = 128985.4
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6671-6680, 76.08%]: CrossEntropyWithSoftmax = 0.88305664 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130848.6
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6681-6690, 76.20%]: CrossEntropyWithSoftmax = 0.92812500 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0100s; samplesPerSecond = 128259.1
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6691-6700, 76.31%]: CrossEntropyWithSoftmax = 0.88930664 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0098s; samplesPerSecond = 130572.3
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6701-6710, 76.42%]: CrossEntropyWithSoftmax = 0.90727539 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0099s; samplesPerSecond = 128663.9
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6711-6720, 76.54%]: CrossEntropyWithSoftmax = 0.91582031 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0098s; samplesPerSecond = 130285.2
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6721-6730, 76.65%]: CrossEntropyWithSoftmax = 0.90278320 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130287.9
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6731-6740, 76.77%]: CrossEntropyWithSoftmax = 0.89375000 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0102s; samplesPerSecond = 125992.9
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6741-6750, 76.88%]: CrossEntropyWithSoftmax = 0.94423828 * 1280; EvalClassificationError = 0.30468750 * 1280; time = 0.0099s; samplesPerSecond = 129417.1
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6751-6760, 76.99%]: CrossEntropyWithSoftmax = 0.87314453 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0098s; samplesPerSecond = 130733.6
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6761-6770, 77.11%]: CrossEntropyWithSoftmax = 0.82192383 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0099s; samplesPerSecond = 128954.3
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6771-6780, 77.22%]: CrossEntropyWithSoftmax = 0.89321289 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 128296.4
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6781-6790, 77.33%]: CrossEntropyWithSoftmax = 0.95180664 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0098s; samplesPerSecond = 130212.3
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6791-6800, 77.45%]: CrossEntropyWithSoftmax = 0.93476563 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0099s; samplesPerSecond = 128776.5
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6801-6810, 77.56%]: CrossEntropyWithSoftmax = 0.94912109 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130864.6
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6811-6820, 77.68%]: CrossEntropyWithSoftmax = 0.91992188 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0101s; samplesPerSecond = 126522.2
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6821-6830, 77.79%]: CrossEntropyWithSoftmax = 0.90112305 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0099s; samplesPerSecond = 129461.6
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6831-6840, 77.90%]: CrossEntropyWithSoftmax = 0.91606445 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130481.8
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6841-6850, 78.02%]: CrossEntropyWithSoftmax = 0.91635742 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0102s; samplesPerSecond = 125046.4
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6851-6860, 78.13%]: CrossEntropyWithSoftmax = 0.93295898 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 126962.7
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6861-6870, 78.25%]: CrossEntropyWithSoftmax = 0.88642578 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130728.3
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6871-6880, 78.36%]: CrossEntropyWithSoftmax = 0.96093750 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 127936.0
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6881-6890, 78.47%]: CrossEntropyWithSoftmax = 0.89121094 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127916.9
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6891-6900, 78.59%]: CrossEntropyWithSoftmax = 0.96254883 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130285.2
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6901-6910, 78.70%]: CrossEntropyWithSoftmax = 0.95341797 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 128855.6
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6911-6920, 78.82%]: CrossEntropyWithSoftmax = 0.87856445 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0100s; samplesPerSecond = 127982.1
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6921-6930, 78.93%]: CrossEntropyWithSoftmax = 0.90761719 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130700.3
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6931-6940, 79.04%]: CrossEntropyWithSoftmax = 0.89980469 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0100s; samplesPerSecond = 127828.7
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6941-6950, 79.16%]: CrossEntropyWithSoftmax = 0.97968750 * 1280; EvalClassificationError = 0.32578125 * 1280; time = 0.0098s; samplesPerSecond = 130835.2
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6951-6960, 79.27%]: CrossEntropyWithSoftmax = 0.88403320 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 128353.0
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6961-6970, 79.38%]: CrossEntropyWithSoftmax = 0.94238281 * 1280; EvalClassificationError = 0.31015625 * 1280; time = 0.0099s; samplesPerSecond = 129245.9
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6971-6980, 79.50%]: CrossEntropyWithSoftmax = 0.89511719 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130832.5
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6981-6990, 79.61%]: CrossEntropyWithSoftmax = 0.87753906 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 127927.1
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[6991-7000, 79.73%]: CrossEntropyWithSoftmax = 0.92197266 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 129954.5
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7001-7010, 79.84%]: CrossEntropyWithSoftmax = 0.93378906 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0098s; samplesPerSecond = 130443.2
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7011-7020, 79.95%]: CrossEntropyWithSoftmax = 0.91108398 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 128991.9
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7021-7030, 80.07%]: CrossEntropyWithSoftmax = 0.88862305 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128534.7
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7031-7040, 80.18%]: CrossEntropyWithSoftmax = 0.92246094 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130460.5
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7041-7050, 80.30%]: CrossEntropyWithSoftmax = 0.92070312 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0099s; samplesPerSecond = 129092.1
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7051-7060, 80.41%]: CrossEntropyWithSoftmax = 0.91855469 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129553.3
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7061-7070, 80.52%]: CrossEntropyWithSoftmax = 0.91518555 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0101s; samplesPerSecond = 126623.6
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7071-7080, 80.64%]: CrossEntropyWithSoftmax = 0.90859375 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129166.4
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7081-7090, 80.75%]: CrossEntropyWithSoftmax = 0.87412109 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130396.7
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7091-7100, 80.87%]: CrossEntropyWithSoftmax = 0.90986328 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0102s; samplesPerSecond = 125581.3
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7101-7110, 80.98%]: CrossEntropyWithSoftmax = 0.91669922 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 127670.6
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7111-7120, 81.09%]: CrossEntropyWithSoftmax = 0.85483398 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0098s; samplesPerSecond = 130618.9
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7121-7130, 81.21%]: CrossEntropyWithSoftmax = 0.88134766 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0099s; samplesPerSecond = 128754.5
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7131-7140, 81.32%]: CrossEntropyWithSoftmax = 0.85737305 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0101s; samplesPerSecond = 127098.9
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7141-7150, 81.44%]: CrossEntropyWithSoftmax = 0.89033203 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0098s; samplesPerSecond = 130460.5
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7151-7160, 81.55%]: CrossEntropyWithSoftmax = 0.99443359 * 1280; EvalClassificationError = 0.34453125 * 1280; time = 0.0099s; samplesPerSecond = 129047.9
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7161-7170, 81.66%]: CrossEntropyWithSoftmax = 0.93305664 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 128155.1
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7171-7180, 81.78%]: CrossEntropyWithSoftmax = 0.85244141 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130666.9
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7181-7190, 81.89%]: CrossEntropyWithSoftmax = 0.94848633 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127543.4
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7191-7200, 82.00%]: CrossEntropyWithSoftmax = 0.94560547 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0098s; samplesPerSecond = 130845.9
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7201-7210, 82.12%]: CrossEntropyWithSoftmax = 0.89233398 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 128012.8
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7211-7220, 82.23%]: CrossEntropyWithSoftmax = 0.90566406 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128607.0
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7221-7230, 82.35%]: CrossEntropyWithSoftmax = 0.94438477 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130410.0
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7231-7240, 82.46%]: CrossEntropyWithSoftmax = 0.93090820 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0100s; samplesPerSecond = 127440.5
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7241-7250, 82.57%]: CrossEntropyWithSoftmax = 0.92773438 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129114.3
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7251-7260, 82.69%]: CrossEntropyWithSoftmax = 0.93198242 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129122.1
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7261-7270, 82.80%]: CrossEntropyWithSoftmax = 0.95634766 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130412.6
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7271-7280, 82.92%]: CrossEntropyWithSoftmax = 0.94101563 * 1280; EvalClassificationError = 0.31171875 * 1280; time = 0.0100s; samplesPerSecond = 127923.2
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7281-7290, 83.03%]: CrossEntropyWithSoftmax = 0.92705078 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130431.2
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7291-7300, 83.14%]: CrossEntropyWithSoftmax = 0.88056641 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128030.7
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7301-7310, 83.26%]: CrossEntropyWithSoftmax = 0.88544922 * 1280; EvalClassificationError = 0.30390625 * 1280; time = 0.0099s; samplesPerSecond = 129202.9
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7311-7320, 83.37%]: CrossEntropyWithSoftmax = 0.93583984 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130657.6
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7321-7330, 83.49%]: CrossEntropyWithSoftmax = 0.88930664 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129265.5
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7331-7340, 83.60%]: CrossEntropyWithSoftmax = 0.97612305 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0098s; samplesPerSecond = 130398.0
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7341-7350, 83.71%]: CrossEntropyWithSoftmax = 0.88984375 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 127174.6
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7351-7360, 83.83%]: CrossEntropyWithSoftmax = 0.88930664 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0099s; samplesPerSecond = 129218.5
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7361-7370, 83.94%]: CrossEntropyWithSoftmax = 0.95742187 * 1280; EvalClassificationError = 0.32031250 * 1280; time = 0.0098s; samplesPerSecond = 130480.4
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7371-7380, 84.05%]: CrossEntropyWithSoftmax = 0.90566406 * 1280; EvalClassificationError = 0.28281250 * 1280; time = 0.0100s; samplesPerSecond = 128560.5
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7381-7390, 84.17%]: CrossEntropyWithSoftmax = 0.89179688 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 127591.7
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7391-7400, 84.28%]: CrossEntropyWithSoftmax = 0.94555664 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0098s; samplesPerSecond = 130508.4
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7401-7410, 84.40%]: CrossEntropyWithSoftmax = 0.90727539 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129448.5
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7411-7420, 84.51%]: CrossEntropyWithSoftmax = 0.93051758 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130252.1
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7421-7430, 84.62%]: CrossEntropyWithSoftmax = 0.90634766 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0098s; samplesPerSecond = 130779.1
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7431-7440, 84.74%]: CrossEntropyWithSoftmax = 0.90888672 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0101s; samplesPerSecond = 126562.3
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7441-7450, 84.85%]: CrossEntropyWithSoftmax = 0.92211914 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0098s; samplesPerSecond = 130689.6
01/16/2018 22:38:26:  Epoch[21 of 25]-Minibatch[7451-7460, 84.97%]: CrossEntropyWithSoftmax = 0.89692383 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 128779.1
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7461-7470, 85.08%]: CrossEntropyWithSoftmax = 0.88652344 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0099s; samplesPerSecond = 129835.9
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7471-7480, 85.19%]: CrossEntropyWithSoftmax = 0.90205078 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130803.1
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7481-7490, 85.31%]: CrossEntropyWithSoftmax = 0.89121094 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0102s; samplesPerSecond = 125334.1
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7491-7500, 85.42%]: CrossEntropyWithSoftmax = 0.97011719 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129862.2
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7501-7510, 85.54%]: CrossEntropyWithSoftmax = 0.89780273 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130495.1
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7511-7520, 85.65%]: CrossEntropyWithSoftmax = 0.92988281 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 128783.0
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7521-7530, 85.76%]: CrossEntropyWithSoftmax = 0.88325195 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0101s; samplesPerSecond = 127057.2
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7531-7540, 85.88%]: CrossEntropyWithSoftmax = 0.87104492 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130142.1
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7541-7550, 85.99%]: CrossEntropyWithSoftmax = 0.94199219 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0099s; samplesPerSecond = 129633.4
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7551-7560, 86.10%]: CrossEntropyWithSoftmax = 0.89443359 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130720.3
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7561-7570, 86.22%]: CrossEntropyWithSoftmax = 0.89487305 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 127897.7
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7571-7580, 86.33%]: CrossEntropyWithSoftmax = 0.88437500 * 1280; EvalClassificationError = 0.28671875 * 1280; time = 0.0098s; samplesPerSecond = 130302.4
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7581-7590, 86.45%]: CrossEntropyWithSoftmax = 0.90947266 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130421.9
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7591-7600, 86.56%]: CrossEntropyWithSoftmax = 0.91171875 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0101s; samplesPerSecond = 127174.6
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7601-7610, 86.67%]: CrossEntropyWithSoftmax = 0.85683594 * 1280; EvalClassificationError = 0.27500000 * 1280; time = 0.0100s; samplesPerSecond = 127738.1
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7611-7620, 86.79%]: CrossEntropyWithSoftmax = 0.86103516 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 131007.9
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7621-7630, 86.90%]: CrossEntropyWithSoftmax = 0.87558594 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0099s; samplesPerSecond = 129783.2
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7631-7640, 87.02%]: CrossEntropyWithSoftmax = 0.95361328 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0100s; samplesPerSecond = 127868.3
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7641-7650, 87.13%]: CrossEntropyWithSoftmax = 0.88681641 * 1280; EvalClassificationError = 0.30156250 * 1280; time = 0.0098s; samplesPerSecond = 130702.9
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7651-7660, 87.24%]: CrossEntropyWithSoftmax = 0.84960938 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 126216.6
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7661-7670, 87.36%]: CrossEntropyWithSoftmax = 0.87553711 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0100s; samplesPerSecond = 127675.7
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7671-7680, 87.47%]: CrossEntropyWithSoftmax = 0.93027344 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130303.8
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7681-7690, 87.59%]: CrossEntropyWithSoftmax = 0.90239258 * 1280; EvalClassificationError = 0.28125000 * 1280; time = 0.0102s; samplesPerSecond = 125103.8
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7691-7700, 87.70%]: CrossEntropyWithSoftmax = 0.97309570 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0098s; samplesPerSecond = 130728.3
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7701-7710, 87.81%]: CrossEntropyWithSoftmax = 0.83247070 * 1280; EvalClassificationError = 0.27109375 * 1280; time = 0.0099s; samplesPerSecond = 128946.5
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7711-7720, 87.93%]: CrossEntropyWithSoftmax = 0.97802734 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0100s; samplesPerSecond = 128448.3
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7721-7730, 88.04%]: CrossEntropyWithSoftmax = 0.86918945 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130256.0
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7731-7740, 88.15%]: CrossEntropyWithSoftmax = 0.94941406 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0102s; samplesPerSecond = 125907.4
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7741-7750, 88.27%]: CrossEntropyWithSoftmax = 0.92729492 * 1280; EvalClassificationError = 0.31875000 * 1280; time = 0.0099s; samplesPerSecond = 129545.5
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7751-7760, 88.38%]: CrossEntropyWithSoftmax = 0.95209961 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0099s; samplesPerSecond = 129781.9
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7761-7770, 88.50%]: CrossEntropyWithSoftmax = 0.86347656 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0099s; samplesPerSecond = 129750.3
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7771-7780, 88.61%]: CrossEntropyWithSoftmax = 0.89003906 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0100s; samplesPerSecond = 128609.6
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7781-7790, 88.72%]: CrossEntropyWithSoftmax = 0.93657227 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0098s; samplesPerSecond = 130233.5
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7791-7800, 88.84%]: CrossEntropyWithSoftmax = 0.83935547 * 1280; EvalClassificationError = 0.26484375 * 1280; time = 0.0100s; samplesPerSecond = 128598.0
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7801-7810, 88.95%]: CrossEntropyWithSoftmax = 0.90219727 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130824.5
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7811-7820, 89.07%]: CrossEntropyWithSoftmax = 0.93403320 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0101s; samplesPerSecond = 126943.8
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7821-7830, 89.18%]: CrossEntropyWithSoftmax = 0.93466797 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0099s; samplesPerSecond = 129502.2
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7831-7840, 89.29%]: CrossEntropyWithSoftmax = 0.91801758 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0098s; samplesPerSecond = 130459.2
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7841-7850, 89.41%]: CrossEntropyWithSoftmax = 0.88657227 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0102s; samplesPerSecond = 124979.3
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7851-7860, 89.52%]: CrossEntropyWithSoftmax = 0.86772461 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0099s; samplesPerSecond = 128727.3
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7861-7870, 89.64%]: CrossEntropyWithSoftmax = 0.90654297 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0099s; samplesPerSecond = 129440.7
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7871-7880, 89.75%]: CrossEntropyWithSoftmax = 0.93178711 * 1280; EvalClassificationError = 0.30234375 * 1280; time = 0.0101s; samplesPerSecond = 126512.2
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7881-7890, 89.86%]: CrossEntropyWithSoftmax = 0.96689453 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0101s; samplesPerSecond = 126913.6
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7891-7900, 89.98%]: CrossEntropyWithSoftmax = 0.87924805 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0099s; samplesPerSecond = 129797.7
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7901-7910, 90.09%]: CrossEntropyWithSoftmax = 0.92275391 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0101s; samplesPerSecond = 127337.8
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7911-7920, 90.21%]: CrossEntropyWithSoftmax = 0.93002930 * 1280; EvalClassificationError = 0.31640625 * 1280; time = 0.0099s; samplesPerSecond = 128997.1
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7921-7930, 90.32%]: CrossEntropyWithSoftmax = 0.91313477 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130403.3
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7931-7940, 90.43%]: CrossEntropyWithSoftmax = 0.85581055 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0102s; samplesPerSecond = 125802.2
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7941-7950, 90.55%]: CrossEntropyWithSoftmax = 0.89785156 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130342.3
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7951-7960, 90.66%]: CrossEntropyWithSoftmax = 0.96665039 * 1280; EvalClassificationError = 0.31718750 * 1280; time = 0.0098s; samplesPerSecond = 130581.6
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7961-7970, 90.77%]: CrossEntropyWithSoftmax = 0.92963867 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130321.0
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7971-7980, 90.89%]: CrossEntropyWithSoftmax = 0.88627930 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130717.6
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7981-7990, 91.00%]: CrossEntropyWithSoftmax = 0.89267578 * 1280; EvalClassificationError = 0.29218750 * 1280; time = 0.0102s; samplesPerSecond = 125822.0
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[7991-8000, 91.12%]: CrossEntropyWithSoftmax = 0.89125977 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0099s; samplesPerSecond = 129426.3
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8001-8010, 91.23%]: CrossEntropyWithSoftmax = 0.92148438 * 1280; EvalClassificationError = 0.29453125 * 1280; time = 0.0098s; samplesPerSecond = 130727.0
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8011-8020, 91.34%]: CrossEntropyWithSoftmax = 0.92041016 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128275.8
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8021-8030, 91.46%]: CrossEntropyWithSoftmax = 0.83510742 * 1280; EvalClassificationError = 0.27343750 * 1280; time = 0.0101s; samplesPerSecond = 126759.0
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8031-8040, 91.57%]: CrossEntropyWithSoftmax = 0.90175781 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0098s; samplesPerSecond = 130768.4
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8041-8050, 91.69%]: CrossEntropyWithSoftmax = 0.88906250 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0099s; samplesPerSecond = 129577.0
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8051-8060, 91.80%]: CrossEntropyWithSoftmax = 0.92988281 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129439.4
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8061-8070, 91.91%]: CrossEntropyWithSoftmax = 0.89423828 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 131100.5
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8071-8080, 92.03%]: CrossEntropyWithSoftmax = 0.92470703 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0100s; samplesPerSecond = 127693.5
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8081-8090, 92.14%]: CrossEntropyWithSoftmax = 0.91533203 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 129809.5
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8091-8100, 92.26%]: CrossEntropyWithSoftmax = 0.88500977 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0100s; samplesPerSecond = 127854.2
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8101-8110, 92.37%]: CrossEntropyWithSoftmax = 0.94584961 * 1280; EvalClassificationError = 0.30859375 * 1280; time = 0.0099s; samplesPerSecond = 128910.1
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8111-8120, 92.48%]: CrossEntropyWithSoftmax = 0.94291992 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0098s; samplesPerSecond = 130144.8
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8121-8130, 92.60%]: CrossEntropyWithSoftmax = 0.86992187 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130633.6
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8131-8140, 92.71%]: CrossEntropyWithSoftmax = 0.90898437 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0101s; samplesPerSecond = 126688.8
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8141-8150, 92.82%]: CrossEntropyWithSoftmax = 0.89282227 * 1280; EvalClassificationError = 0.27812500 * 1280; time = 0.0098s; samplesPerSecond = 130743.0
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8151-8160, 92.94%]: CrossEntropyWithSoftmax = 0.86660156 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 128176.9
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8161-8170, 93.05%]: CrossEntropyWithSoftmax = 0.86533203 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129176.8
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8171-8180, 93.17%]: CrossEntropyWithSoftmax = 0.88447266 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0098s; samplesPerSecond = 130791.1
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8181-8190, 93.28%]: CrossEntropyWithSoftmax = 0.93701172 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0100s; samplesPerSecond = 127657.9
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8191-8200, 93.39%]: CrossEntropyWithSoftmax = 0.89790039 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0098s; samplesPerSecond = 130693.6
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8201-8210, 93.51%]: CrossEntropyWithSoftmax = 0.89394531 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127895.1
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8211-8220, 93.62%]: CrossEntropyWithSoftmax = 0.91997070 * 1280; EvalClassificationError = 0.30546875 * 1280; time = 0.0099s; samplesPerSecond = 129835.9
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8221-8230, 93.74%]: CrossEntropyWithSoftmax = 0.86655273 * 1280; EvalClassificationError = 0.26796875 * 1280; time = 0.0098s; samplesPerSecond = 130733.6
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8231-8240, 93.85%]: CrossEntropyWithSoftmax = 0.91743164 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 127775.1
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8241-8250, 93.96%]: CrossEntropyWithSoftmax = 0.94897461 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 128793.4
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8251-8260, 94.08%]: CrossEntropyWithSoftmax = 0.85102539 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0098s; samplesPerSecond = 130757.7
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8261-8270, 94.19%]: CrossEntropyWithSoftmax = 0.90000000 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129490.4
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8271-8280, 94.31%]: CrossEntropyWithSoftmax = 0.87397461 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0099s; samplesPerSecond = 129592.7
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8281-8290, 94.42%]: CrossEntropyWithSoftmax = 0.87416992 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129776.6
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8291-8300, 94.53%]: CrossEntropyWithSoftmax = 0.91699219 * 1280; EvalClassificationError = 0.29609375 * 1280; time = 0.0101s; samplesPerSecond = 127226.5
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8301-8310, 94.65%]: CrossEntropyWithSoftmax = 0.89780273 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0100s; samplesPerSecond = 127854.2
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8311-8320, 94.76%]: CrossEntropyWithSoftmax = 0.94287109 * 1280; EvalClassificationError = 0.29296875 * 1280; time = 0.0098s; samplesPerSecond = 130069.4
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8321-8330, 94.87%]: CrossEntropyWithSoftmax = 0.92426758 * 1280; EvalClassificationError = 0.29843750 * 1280; time = 0.0099s; samplesPerSecond = 128670.4
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8331-8340, 94.99%]: CrossEntropyWithSoftmax = 0.90795898 * 1280; EvalClassificationError = 0.31484375 * 1280; time = 0.0098s; samplesPerSecond = 130622.9
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8341-8350, 95.10%]: CrossEntropyWithSoftmax = 0.88671875 * 1280; EvalClassificationError = 0.29921875 * 1280; time = 0.0101s; samplesPerSecond = 127125.4
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8351-8360, 95.22%]: CrossEntropyWithSoftmax = 0.92001953 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0100s; samplesPerSecond = 127679.5
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8361-8370, 95.33%]: CrossEntropyWithSoftmax = 0.88510742 * 1280; EvalClassificationError = 0.28750000 * 1280; time = 0.0098s; samplesPerSecond = 130919.5
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8371-8380, 95.44%]: CrossEntropyWithSoftmax = 0.94658203 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0100s; samplesPerSecond = 128292.5
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8381-8390, 95.56%]: CrossEntropyWithSoftmax = 0.89760742 * 1280; EvalClassificationError = 0.28437500 * 1280; time = 0.0102s; samplesPerSecond = 125239.7
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8391-8400, 95.67%]: CrossEntropyWithSoftmax = 0.89833984 * 1280; EvalClassificationError = 0.28984375 * 1280; time = 0.0098s; samplesPerSecond = 130641.6
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8401-8410, 95.79%]: CrossEntropyWithSoftmax = 0.87783203 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128376.1
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8411-8420, 95.90%]: CrossEntropyWithSoftmax = 0.89135742 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129731.9
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8421-8430, 96.01%]: CrossEntropyWithSoftmax = 0.85996094 * 1280; EvalClassificationError = 0.27578125 * 1280; time = 0.0098s; samplesPerSecond = 130406.0
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8431-8440, 96.13%]: CrossEntropyWithSoftmax = 0.91562500 * 1280; EvalClassificationError = 0.31406250 * 1280; time = 0.0099s; samplesPerSecond = 129929.5
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8441-8450, 96.24%]: CrossEntropyWithSoftmax = 0.92221680 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0099s; samplesPerSecond = 129616.3
01/16/2018 22:38:27:  Epoch[21 of 25]-Minibatch[8451-8460, 96.36%]: CrossEntropyWithSoftmax = 0.85830078 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0101s; samplesPerSecond = 126726.4
01/16/2018 22:38:28:  Epoch[21 of 25]-Minibatch[8461-8470, 96.47%]: CrossEntropyWithSoftmax = 0.88681641 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0099s; samplesPerSecond = 129053.1
01/16/2018 22:38:28:  Epoch[21 of 25]-Minibatch[8471-8480, 96.58%]: CrossEntropyWithSoftmax = 0.91728516 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0099s; samplesPerSecond = 129781.9
01/16/2018 22:38:28:  Epoch[21 of 25]-Minibatch[8481-8490, 96.70%]: CrossEntropyWithSoftmax = 0.95209961 * 1280; EvalClassificationError = 0.30312500 * 1280; time = 0.0103s; samplesPerSecond = 123783.9
01/16/2018 22:38:28:  Epoch[21 of 25]-Minibatch[8491-8500, 96.81%]: CrossEntropyWithSoftmax = 0.92802734 * 1280; EvalClassificationError = 0.29062500 * 1280; time = 0.0099s; samplesPerSecond = 129105.1
01/16/2018 22:38:28:  Epoch[21 of 25]-Minibatch[8501-8510, 96.92%]: CrossEntropyWithSoftmax = 0.85102539 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0098s; samplesPerSecond = 130303.8
01/16/2018 22:38:28:  Epoch[21 of 25]-Minibatch[8511-8520, 97.04%]: CrossEntropyWithSoftmax = 0.88984375 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0100s; samplesPerSecond = 128559.2
01/16/2018 22:38:28:  Epoch[21 of 25]-Minibatch[8521-8530, 97.15%]: CrossEntropyWithSoftmax = 0.93833008 * 1280; EvalClassificationError = 0.30625000 * 1280; time = 0.0102s; samplesPerSecond = 125012.2
01/16/2018 22:38:28:  Epoch[21 of 25]-Minibatch[8531-8540, 97.27%]: CrossEntropyWithSoftmax = 0.84057617 * 1280; EvalClassificationError = 0.28359375 * 1280; time = 0.0098s; samplesPerSecond = 130169.9
01/16/2018 22:38:28:  Epoch[21 of 25]-Minibatch[8541-8550, 97.38%]: CrossEntropyWithSoftmax = 0.94375000 * 1280; EvalClassificationError = 0.31328125 * 1280; time = 0.0100s; samplesPerSecond = 128324.7
01/16/2018 22:38:28:  Epoch[21 of 25]-Minibatch[8551-8560, 97.49%]: CrossEntropyWithSoftmax = 0.92182617 * 1280; EvalClassificationError = 0.29140625 * 1280; time = 0.0100s; samplesPerSecond = 127608.2
01/16/2018 22:38:28:  Epoch[21 of 25]-Minibatch[8561-8570, 97.61%]: CrossEntropyWithSoftmax = 0.89458008 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130400.7
01/16/2018 22:38:28:  Epoch[21 of 25]-Minibatch[8571-8580, 97.72%]: CrossEntropyWithSoftmax = 0.94169922 * 1280; EvalClassificationError = 0.32187500 * 1280; time = 0.0099s; samplesPerSecond = 129596.6
01/16/2018 22:38:28:  Epoch[21 of 25]-Minibatch[8581-8590, 97.84%]: CrossEntropyWithSoftmax = 0.93466797 * 1280; EvalClassificationError = 0.29765625 * 1280; time = 0.0098s; samplesPerSecond = 130232.2
01/16/2018 22:38:28:  Epoch[21 of 25]-Minibatch[8591-8600, 97.95%]: CrossEntropyWithSoftmax = 0.92890625 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0102s; samplesPerSecond = 125463.1
01/16/2018 22:38:28:  Epoch[21 of 25]-Minibatch[8601-8610, 98.06%]: CrossEntropyWithSoftmax = 0.84726563 * 1280; EvalClassificationError = 0.28515625 * 1280; time = 0.0100s; samplesPerSecond = 127804.5
01/16/2018 22:38:28:  Epoch[21 of 25]-Minibatch[8611-8620, 98.18%]: CrossEntropyWithSoftmax = 0.94291992 * 1280; EvalClassificationError = 0.30000000 * 1280; time = 0.0098s; samplesPerSecond = 130391.4
01/16/2018 22:38:28:  Epoch[21 of 25]-Minibatch[8621-8630, 98.29%]: CrossEntropyWithSoftmax = 0.90078125 * 1280; EvalClassificationError = 0.30078125 * 1280; time = 0.0100s; samplesPerSecond = 128546.3
01/16/2018 22:38:28:  Epoch[21 of 25]-Minibatch[8631-8640, 98.41%]: CrossEntropyWithSoftmax = 0.95605469 * 1280; EvalClassificationError = 0.31093750 * 1280; time = 0.0100s; samplesPerSecond = 127840.2
01/16/2018 22:38:28:  Epoch[21 of 25]-Minibatch[8641-8650, 98.52%]: CrossEntropyWithSoftmax = 0.86972656 * 1280; EvalClassificationError = 0.28906250 * 1280; time = 0.0098s; samplesPerSecond = 130875.3
01/16/2018 22:38:28:  Epoch[21 of 25]-Minibatch[8651-8660, 98.63%]: CrossEntropyWithSoftmax = 0.99555664 * 1280; EvalClassificationError = 0.33359375 * 1280; time = 0.0099s; samplesPerSecond = 129901.8
01/16/2018 22:38:28:  Epoch[21 of 25]-Minibatch[8661-8670, 98.75%]: CrossEntropyWithSoftmax = 0.90610352 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0100s; samplesPerSecond = 128594.1
01/16/2018 22:38:28:  Epoch[21 of 25]-Minibatch[8671-8680, 98.86%]: CrossEntropyWithSoftmax = 0.93593750 * 1280; EvalClassificationError = 0.29687500 * 1280; time = 0.0098s; samplesPerSecond = 130425.9
01/16/2018 22:38:28:  Epoch[21 of 25]-Minibatch[8681-8690, 98.97%]: CrossEntropyWithSoftmax = 0.95712891 * 1280; EvalClassificationError = 0.30937500 * 1280; time = 0.0098s; samplesPerSecond = 130200.4
01/16/2018 22:38:28:  Epoch[21 of 25]-Minibatch[8691-8700, 99.09%]: CrossEntropyWithSoftmax = 0.86733398 * 1280; EvalClassificationError = 0.28203125 * 1280; time = 0.0099s; samplesPerSecond = 129515.3
01/16/2018 22:38:28:  Epoch[21 of 25]-Minibatch[8701-8710, 99.20%]: CrossEntropyWithSoftmax = 0.98452148 * 1280; EvalClassificationError = 0.32265625 * 1280; time = 0.0098s; samplesPerSecond = 130451.2
01/16/2018 22:38:28:  Epoch[21 of 25]-Minibatch[8711-8720, 99.32%]: CrossEntropyWithSoftmax = 0.88212891 * 1280; EvalClassificationError = 0.29375000 * 1280; time = 0.0100s; samplesPerSecond = 128601.9
01/16/2018 22:38:28:  Epoch[21 of 25]-Minibatch[8721-8730, 99.43%]: CrossEntropyWithSoftmax = 0.95429688 * 1280; EvalClassificationError = 0.30703125 * 1280; time = 0.0098s; samplesPerSecond = 130586.9
01/16/2018 22:38:28:  Epoch[21 of 25]-Minibatch[8731-8740, 99.54%]: CrossEntropyWithSoftmax = 0.87084961 * 1280; EvalClassificationError = 0.28828125 * 1280; time = 0.0098s; samplesPerSecond = 130154.0
01/16/2018 22:38:28:  Epoch[21 of 25]-Minibatch[8741-8750, 99.66%]: CrossEntropyWithSoftmax = 0.89145508 * 1280; EvalClassificationError = 0.27968750 * 1280; time = 0.0099s; samplesPerSecond = 129453.8
01/16/2018 22:38:28:  Epoch[21 of 25]-Minibatch[8751-8760, 99.77%]: CrossEntropyWithSoftmax = 0.91733398 * 1280; EvalClassificationError = 0.30781250 * 1280; time = 0.0098s; samplesPerSecond = 130669.6
01/16/2018 22:38:28:  Epoch[21 of 25]-Minibatch[8761-8770, 99.89%]: CrossEntropyWithSoftmax = 0.90288086 * 1280; EvalClassificationError = 0.29531250 * 1280; time = 0.0099s; samplesPerSecond = 129949.2
01/16/2018 22:38:28:  Epoch[21 of 25]-Minibatch[8771-8780, 100.00%]: CrossEntropyWithSoftmax = 0.86352539 * 1280; EvalClassificationError = 0.28046875 * 1280; time = 0.0100s; samplesPerSecond = 128328.5
01/16/2018 22:38:28: Finished Epoch[21 of 25]: [Training] CrossEntropyWithSoftmax = 0.90930267 * 1124823; EvalClassificationError = 0.29627950 * 1124823; totalSamplesSeen = 23621283; learningRatePerSample = 1.8626451e-09; epochTime=8.85486s
minibatchiterator: epoch 0: frames [0..122487] (first utterance at frame 0), data subset 0 of 1, with 1 datapasses
01/16/2018 22:38:28: Final Results: Minibatch[1-957]: CrossEntropyWithSoftmax = 1.23335482 * 122487; perplexity = 3.43272643; EvalClassificationError = 0.38822079 * 122487
01/16/2018 22:38:28: Finished Epoch[21 of 25]: [Validate] CrossEntropyWithSoftmax = 1.23335482 * 122487; EvalClassificationError = 0.38822079 * 122487
01/16/2018 22:38:28: Loading (rolling back to) previous model with best training-criterion value: /tmp/cntk-test-20180116222937.952515/Examples/Speech/TIMIT_AdaptLearnRate@release_gpu/exp/TrainAdaptLR/model/cntkSpeech.dnn.20.
ValidateSubNetwork: InvStdOfFeatures InvStdDev operation changed, from [792 x 1] to [792].ValidateSubNetwork: MeanOfFeatures Mean operation changed, from [792 x 1] to [792].ValidateSubNetwork: Prior Mean operation changed, from [183 x 1] to [183].01/16/2018 22:38:28: learnRatePerSample reduced to 9.3132257e-10
01/16/2018 22:38:28: SGD: revoke back to and update checkpoint file for epoch 20
01/16/2018 22:38:29: Learn Rate Per Sample for Epoch[21] = 9.3132257e-10 is less than minLearningRatePerSample 9.9999997e-10. Training complete.

01/16/2018 22:38:29: Action "train" complete.

01/16/2018 22:38:29: __COMPLETED__