time increased for tabular and cali

experiments/jobscripts/generators/tabular.sh

 #!/bin/bash
 
 #SBATCH --job-name="Tabular (ECCCo)"
-#SBATCH --time=05:00:00
+#SBATCH --time=12:00:00
 #SBATCH --ntasks=1000
 #SBATCH --cpus-per-task=1
 #SBATCH --partition=compute

experiments/jobscripts/tuning/generators/california_housing.sh

 #!/bin/bash
 
 #SBATCH --job-name="Grid-search California Housing (ECCCo)"
-#SBATCH --time=05:00:00
+#SBATCH --time=12:00:00
 #SBATCH --ntasks=1000
 #SBATCH --cpus-per-task=1
 #SBATCH --partition=compute

experiments/jobscripts/tuning/generators/tabular.sh

 #!/bin/bash
 
 #SBATCH --job-name="Grid-search Tabular (ECCCo)"
-#SBATCH --time=10:00:00
+#SBATCH --time=16:00:00
 #SBATCH --ntasks=1000
 #SBATCH --cpus-per-task=1
 #SBATCH --partition=compute
@@ -11,4 +11,4 @@
 
 module load 2023r1 openmpi
 
-srun julia --project=experiments experiments/run_experiments.jl -- data=gmsc,german_credit,california_housing output_path=results mpi grid_search > experiments/grid_search_tabular.log
\ No newline at end of file
+srun julia --project=experiments experiments/run_experiments.jl -- data=gmsc,german_credit output_path=results mpi grid_search > experiments/grid_search_tabular.log
\ No newline at end of file

experiments/mnist.jl

@@ -41,7 +41,8 @@ params = (
     niter_eccco=500,
     Λ=[0.1, 0.25, 0.25],
     Λ_Δ=[0.1, 0.1, 2.5],
-    opt=Flux.Optimise.Adam(0.1)
+    opt=Flux.Optimise.Descent(0.1),
+    reg_strength = 0
 )
 
 if !GRID_SEARCH