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Lab1

SVM

CIFAR-10 Linear SVM best validation accuracy achieved during cross-validation: 0.393000

FC

  • Backpropogation

Lab2

1. CNN

(Epoch 1 / 1) train acc: 0.504000; val_acc: 0.499000

  • Conv layer backpropagation

  • Max-Pooling Backpropagation

2. SGD momentum, RMS prop, Adam

SGD_momentum

RMS prop

Adam

3. BatchNorm

backpropogation

4. Dropout

Lab3

RNN

BackPropogation

LSTM

BackPropogation

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