why just why

experiments/german_credit.sh

+#!/bin/bash
+
+#SBATCH --job-name="German Credit (ECCCo)"
+#SBATCH --time=3:00:00
+#SBATCH --ntasks=48
+#SBATCH --cpus-per-task=1
+#SBATCH --gpus-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 retrain mpi > experiments/german_credit.log

experiments/gmsc.jl

@@ -27,7 +27,7 @@ run_experiment(
     n_individuals = n_ind,
     use_variants = false, 
     min_batch_size = 250,
-    nsamples = 100,
+    nsamples = 10,
     nmin = 1,
-    niter_eccco = 30,
+    niter_eccco = 100,
 )
\ No newline at end of file

experiments/gmsc.sh

@@ -4,6 +4,7 @@
 #SBATCH --time=3:00:00
 #SBATCH --ntasks=48
 #SBATCH --cpus-per-task=1
+#SBATCH --gpus-per-task=1
 #SBATCH --partition=compute
 #SBATCH --mem-per-cpu=4GB
 #SBATCH --account=innovation
@@ -11,4 +12,4 @@
 
 module load 2023r1 openmpi
 
-srun julia --project=experiments experiments/run_experiments.jl -- data=gmsc output_path=results mpi > experiments/gmsc.log
+srun julia --project=experiments experiments/run_experiments.jl -- data=gmsc output_path=results mpi retrain > experiments/gmsc.log

experiments/run_experiments.jl

@@ -35,6 +35,12 @@ if "gmsc" in datanames
     include("gmsc.jl")
 end
 
+# German Credit
+if "german_credit" in datanames
+    @info "Running GMSC experiment."
+    include("gmsc.jl")
+end
+
 # MNIST
 if "mnist" in datanames
     @info "Running MNIST experiment."