doing rest on innovation

experiments/daic/tuning/generators/california_housing.sh

 #!/bin/bash
 
 #SBATCH --job-name="Grid-search California Housing (ECCCo)"
-#SBATCH --time=12:00:00
-#SBATCH --ntasks=1000
+#SBATCH --time=01:00:00
+#SBATCH --ntasks=100
 #SBATCH --cpus-per-task=1
 #SBATCH --partition=general
-#SBATCH --mem-per-cpu=8GB
+#SBATCH --mem-per-cpu=4GB
 #SBATCH --mail-type=END     # Set mail type to 'END' to receive a mail when the job finishes. 
 
 module use /opt/insy/modulefiles          # Use DAIC INSY software collection
 module load openmpi
 
-srun julia --project=experiments experiments/run_experiments.jl -- data=california_housing output_path=results mpi grid_search > experiments/grid_search_california_housing.log
+srun julia --project=experiments experiments/run_experiments.jl -- data=california_housing output_path=results mpi grid_search n_individuals=5 > experiments/grid_search_california_housing.log

experiments/daic/tuning/generators/circles.sh

+#!/bin/bash
+
+#SBATCH --job-name="Grid-search Synthetic (ECCCo)"
+#SBATCH --time=04:00:00
+#SBATCH --ntasks=100
+#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. 
+
+module use /opt/insy/modulefiles          # Use DAIC INSY software collection
+module load openmpi
+
+srun julia --project=experiments experiments/run_experiments.jl -- data=linearly_separable,moons,circles output_path=results mpi grid_search > experiments/grid_search_synthetic.log
\ No newline at end of file

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

 #!/bin/bash
 
 #SBATCH --job-name="Grid-search California Housing (ECCCo)"
-#SBATCH --time=24:00:00
+#SBATCH --time=04:00:00
 #SBATCH --ntasks=48
 #SBATCH --cpus-per-task=1
 #SBATCH --partition=compute

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

 #!/bin/bash
 
 #SBATCH --job-name="Grid-search Circles (ECCCo)"
-#SBATCH --time=6:00:00
+#SBATCH --time=1:00:00
 #SBATCH --ntasks=48
 #SBATCH --cpus-per-task=1
 #SBATCH --partition=compute

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

 #!/bin/bash
 
 #SBATCH --job-name="Grid-search German Credit (ECCCo)"
-#SBATCH --time=08:00:00
+#SBATCH --time=04:00:00
 #SBATCH --ntasks=48
 #SBATCH --cpus-per-task=1
 #SBATCH --partition=compute

experiments/jobscripts/tuning/generators/innovation/tabular.sh → experiments/jobscripts/tuning/generators/innovation/gmsc.sh

 #!/bin/bash
 
 #SBATCH --job-name="Grid-search GMSC (ECCCo)"
-#SBATCH --time=24:00:00
+#SBATCH --time=04:00:00
 #SBATCH --ntasks=48
 #SBATCH --cpus-per-task=1
 #SBATCH --partition=compute