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‎paper/benchmark/benchmark.R‎

Lines changed: 9 additions & 14 deletions
Original file line numberDiff line numberDiff line change
@@ -70,6 +70,7 @@ addAlgorithm("rtorch", fun = function(instance, job, opt_type, jit, ...) {
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instance$optimizer = paste0("ignite_", instance$optimizer)
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}
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callr::r(time_rtorch, args = c(instance, list(seed = job$seed, jit = jit)))
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#do.call(time_rtorch, args = c(instance, list(seed = job$seed, jit = jit)))
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})
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addAlgorithm("mlr3torch", fun = function(instance, job, opt_type, jit, ...) {
@@ -80,6 +81,7 @@ addAlgorithm("mlr3torch", fun = function(instance, job, opt_type, jit, ...) {
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time_rtorch,
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args = c(instance, list(seed = job$seed, mlr3torch = TRUE, jit = jit))
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)
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#do.call(time_rtorch, args = c(instance, list(seed = job$seed, mlr3torch = TRUE, jit = jit)))
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})
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# global config:
@@ -95,11 +97,7 @@ problem_design = expand.grid(
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n = N,
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p = P,
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epochs = EPOCHS,
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<<<<<<< Updated upstream
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latent = c(1000, 2000, 4000),
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=======
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latent = c(1000L, 2000L, 4000L),
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>>>>>>> Stashed changes
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optimizer = c("sgd", "adamw"),
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batch_size = 32L,
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device = "cuda",
@@ -141,19 +139,11 @@ problem_design = expand.grid(
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p = P,
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epochs = EPOCHS,
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# factor 10 smaller than cuda
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<<<<<<< Updated upstream
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latent = c(100, 200, 400),
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optimizer = c("sgd", "adamw"),
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batch_size = 32L,
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device = "cpu",
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n_layers = c(0L, 4L, 8L, 12L, 16L)
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=======
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latent = c(100L, 200L, 400L),
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optimizer = c("sgd", "adamw"),
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batch_size = 32L,
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device = "cpu",
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n_layers = c(1L, 4L, 8L, 12L, 16L)
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>>>>>>> Stashed changes
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n_layers = c(0L, 4L, 8L, 12L, 16L),
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latent = c(100L, 200L, 400L)
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),
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stringsAsFactors = FALSE
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)
@@ -180,3 +170,8 @@ addExperiments(
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),
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repls = REPLS
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)
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tbl = unwrap(getJobTable())
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ids = tbl[repl == 1 & optimizer == "sgd" & !jit & latent == 400 & device == "cpu" & n_layers == 8 & algorithm != "pytorch",]
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submitJobs(ids$job.id)

‎paper/benchmark/mlr3torch_files/d3-3.5.6/LICENSE‎

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@@ -0,0 +1,26 @@
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Copyright (c) 2010-2015, Michael Bostock
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All rights reserved.
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Redistribution and use in source and binary forms, with or without
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modification, are permitted provided that the following conditions are met:
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* Redistributions of source code must retain the above copyright notice, this
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list of conditions and the following disclaimer.
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* Redistributions in binary form must reproduce the above copyright notice,
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this list of conditions and the following disclaimer in the documentation
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and/or other materials provided with the distribution.
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* The name Michael Bostock may not be used to endorse or promote products
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derived from this software without specific prior written permission.
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THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
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AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
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IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
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DISCLAIMED. IN NO EVENT SHALL MICHAEL BOSTOCK BE LIABLE FOR ANY DIRECT,
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INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,
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BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
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DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
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OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
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NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE,
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EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.

‎paper/benchmark/mlr3torch_files/d3-3.5.6/d3.min.js‎

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‎paper/benchmark/mlr3torch_files/highlight-11.10.0/LICENSE‎

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Copyright (c) 2006, Ivan Sagalaev
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All rights reserved.
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Redistribution and use in source and binary forms, with or without
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modification, are permitted provided that the following conditions are met:
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* Redistributions of source code must retain the above copyright
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notice, this list of conditions and the following disclaimer.
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* Redistributions in binary form must reproduce the above copyright
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notice, this list of conditions and the following disclaimer in the
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documentation and/or other materials provided with the distribution.
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* Neither the name of highlight.js nor the names of its contributors
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may be used to endorse or promote products derived from this software
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without specific prior written permission.
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THIS SOFTWARE IS PROVIDED BY THE REGENTS AND CONTRIBUTORS ``AS IS'' AND ANY
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EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
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WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
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DISCLAIMED. IN NO EVENT SHALL THE REGENTS AND CONTRIBUTORS BE LIABLE FOR ANY
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DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
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(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
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LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND
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ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
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(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
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SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.

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