jobscripts for daic

experiments/daic/tuning/models/fmnist.sh

+#!/bin/bash
+
+#SBATCH --job-name="Tune Fashion MNIST Model (ECCCo)"
+#SBATCH --time=05:00:00
+#SBATCH --ntasks=1
+#SBATCH --gpus-per-task=1
+#SBATCH --cpus-per-task=1
+#SBATCH --partition=general
+#SBATCH --mem-per-cpu=4GB
+#SBATCH --account=innovation
+#SBATCH --mail-type=END     # Set mail type to 'END' to receive a mail when the job finishes.
+
+srun julia --project=experiments experiments/run_experiments.jl -- data=fmnist output_path=results tune_model
\ No newline at end of file

experiments/daic/tuning/models/mnist.sh

+#!/bin/bash
+
+#SBATCH --job-name="Tune MNIST Model (ECCCo)"
+#SBATCH --time=09:00:00
+#SBATCH --ntasks=1
+#SBATCH --gpus-per-task=1
+#SBATCH --cpus-per-task=1
+#SBATCH --partition=general
+#SBATCH --mem-per-cpu=4GB
+#SBATCH --account=innovation
+#SBATCH --mail-type=END     # Set mail type to 'END' to receive a mail when the job finishes.
+
+srun julia --project=experiments experiments/run_experiments.jl -- data=mnist output_path=results tune_model
\ No newline at end of file

experiments/daic/tuning/models/synthetic.sh

+#!/bin/bash
+
+#SBATCH --job-name="Tune Synthetic Model (ECCCo)"
+#SBATCH --time=03:00:00
+#SBATCH --ntasks=1
+#SBATCH --gpus-per-task=1
+#SBATCH --cpus-per-task=1
+#SBATCH --partition=general
+#SBATCH --mem-per-cpu=4GB
+#SBATCH --account=innovation
+#SBATCH --mail-type=END     # Set mail type to 'END' to receive a mail when the job finishes.
+
+srun julia --project=experiments experiments/run_experiments.jl -- data=linearly_separable,moons,circles output_path=results tune_model
\ No newline at end of file

experiments/daic/tuning/models/tabular.sh

+#!/bin/bash
+
+#SBATCH --job-name="Tune Tabular Model (ECCCo)"
+#SBATCH --time=03:00:00
+#SBATCH --ntasks=1
+#SBATCH --gpus-per-task=1
+#SBATCH --cpus-per-task=1
+#SBATCH --partition=general
+#SBATCH --mem-per-cpu=4GB
+#SBATCH --mail-type=END     # Set mail type to 'END' to receive a mail when the job finishes.
+
+srun julia --project=experiments experiments/run_experiments.jl -- data=gmsc,german_credit,california_housing output_path=results tune_model
\ No newline at end of file

experiments/grid_search.jl

@@ -48,7 +48,7 @@ function grid_search(
         Serialization.serialize(joinpath(grid_search_path, "$(replace(lowercase(dataname), " " => "_")).jls"), outcomes)
         Serialization.serialize(joinpath(grid_search_path, "$(replace(lowercase(dataname), " " => "_"))_best.jls"), best_outcome(outcomes))
         Serialization.serialize(joinpath(grid_search_path, "$(replace(lowercase(dataname), " " => "_"))_best_eccco.jls"), best_eccco(outcomes))
-        Serialization.serialize(joinpath(grid_search_path, "$(replace(lowercase(dataname), " " => "_"))_best_eccco_Δ.jls"), best_eccco_Δ(outcomes))
+        Serialization.serialize(joinpath(grid_search_path, "$(replace(lowercase(dataname), " " => "_"))_best_eccco_delta.jls"), best_eccco_Δ(outcomes))
     end
 end