cut down further

experiments/jobscripts/tuning/generators/innovation/circles.sh

+#!/bin/bash
+
+#SBATCH --job-name="Grid-search Circles (ECCCo)"
+#SBATCH --time=6:00:00
+#SBATCH --ntasks=48
+#SBATCH --cpus-per-task=1
+#SBATCH --partition=compute
+#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. 
+
+module load 2023r1 openmpi
+
+srun julia --project=experiments experiments/run_experiments.jl -- data=circles output_path=results mpi grid_search n_individuals=10 > experiments/grid_search_circles.log

experiments/jobscripts/tuning/generators/innovation/german_credit.sh

+#!/bin/bash
+
+#SBATCH --job-name="Grid-search German Credit (ECCCo)"
+#SBATCH --time=08:00:00
+#SBATCH --ntasks=48
+#SBATCH --cpus-per-task=1
+#SBATCH --partition=compute
+#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. 
+
+module load 2023r1 openmpi
+
+srun julia --project=experiments experiments/run_experiments.jl -- data=german_credit output_path=results mpi grid_search n_individuals=10 > experiments/grid_search_german_credit.log
\ No newline at end of file

experiments/mnist.jl

@@ -29,7 +29,7 @@ ce_measures = [CE_MEASURES..., ECCCo.distance_from_energy_cosine, ECCCo.distance
 
 # Parameter choices:
 params = (
-    n_individuals=N_IND_SPECIFIED ? N_IND : 100,
+    n_individuals=N_IND_SPECIFIED ? N_IND : 50,
     builder=default_builder(n_hidden=128, n_layers=1, activation=Flux.swish),
     𝒟x=Uniform(-1.0, 1.0),
     α=[1.0, 1.0, 1e-2],