upgraded specs for tabular

experiments/grid_search.jl

@@ -193,7 +193,7 @@ function best_absolute_outcome(
         model_dict = outcome.model_dict
 
         # Discard outlier results:
-        if any(evaluation.value .> 1e6)
+        if any(abs(evaluation.value) .> 1e6)
             @warn "Discarding outlier results: $(params)."
             push!(avg_values, Inf)
             continue

experiments/jobscripts/tuning/generators/california_housing.sh

 #!/bin/bash
 
 #SBATCH --job-name="Grid-search California Housing (ECCCo)"
-#SBATCH --time=01:00:00
-#SBATCH --ntasks=50
-#SBATCH --cpus-per-task=8
+#SBATCH --time=01:10:00
+#SBATCH --ntasks=100
+#SBATCH --cpus-per-task=10
 #SBATCH --partition=compute
 #SBATCH --mem-per-cpu=4GB
 #SBATCH --account=research-eemcs-insy
@@ -13,4 +13,4 @@ module load 2023r1 openmpi
 
 source experiments/slurm_header.sh
 
-srun julia --project=experiments --threads $SLURM_CPUS_PER_TASK experiments/run_experiments.jl -- data=california_housing output_path=results mpi grid_search threaded n_individuals=25 > experiments/logs/grid_search_california_housing.log
+srun julia --project=experiments --threads $SLURM_CPUS_PER_TASK experiments/run_experiments.jl -- data=california_housing output_path=results mpi grid_search threaded n_individuals=100 > experiments/logs/grid_search_california_housing.log

experiments/jobscripts/tuning/generators/german_credit.sh

@@ -13,4 +13,4 @@ module load 2023r1 openmpi
 
 source experiments/slurm_header.sh
 
-srun julia --project=experiments --threads $SLURM_CPUS_PER_TASK experiments/run_experiments.jl -- data=german_credit output_path=results mpi grid_search threaded n_individuals=25 > experiments/logs/grid_search_german_credit.log
+srun julia --project=experiments --threads $SLURM_CPUS_PER_TASK experiments/run_experiments.jl -- data=german_credit output_path=results mpi grid_search threaded n_individuals=100 > experiments/logs/grid_search_german_credit.log

experiments/jobscripts/tuning/generators/gmsc.sh

 #!/bin/bash
 
 #SBATCH --job-name="Grid-search GMSC (ECCCo)"
-#SBATCH --time=01:00:00
-#SBATCH --ntasks=50
-#SBATCH --cpus-per-task=8
+#SBATCH --time=01:10:00
+#SBATCH --ntasks=100
+#SBATCH --cpus-per-task=10
 #SBATCH --partition=compute
 #SBATCH --mem-per-cpu=4GB
 #SBATCH --account=research-eemcs-insy
@@ -13,4 +13,4 @@ module load 2023r1 openmpi
 
 source experiments/slurm_header.sh
 
-srun julia --project=experiments --threads $SLURM_CPUS_PER_TASK experiments/run_experiments.jl -- data=gmsc output_path=results mpi grid_search threaded n_individuals=25 > experiments/logs/grid_search_gmsc.log
+srun julia --project=experiments --threads $SLURM_CPUS_PER_TASK experiments/run_experiments.jl -- data=gmsc output_path=results mpi grid_search threaded n_individuals=100 > experiments/logs/grid_search_gmsc.log