bleh

experiments/daic/testing/cali_16each.sh

+#!/bin/bash
+
+#SBATCH --job-name="Grid-search California Housing (ECCCo)"
+#SBATCH --time=01:00:00
+#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=california_housing output_path=results mpi grid_search n_individuals=10 n_each=16 > experiments/grid_search_california_housing.log
+

experiments/daic/testing/cali_4each.sh

+#!/bin/bash
+
+#SBATCH --job-name="Grid-search California Housing (ECCCo)"
+#SBATCH --time=01:00:00
+#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=california_housing output_path=results mpi grid_search n_individuals=10 n_each=4 > experiments/grid_search_california_housing.log
+

experiments/setup_env.jl

@@ -196,7 +196,7 @@ DEFAULT_GENERATOR_TUNING = (
 "Generator tuning parameters for large datasets."
 DEFAULT_GENERATOR_TUNING_LARGE = (
     Λ = [[0.1, 0.1, 0.1], [0.1, 0.1, 0.2], [0.2, 0.2, 0.2]],
-    reg_strength = [0.0, 0.1, 0.25,],
+    reg_strength = [0.0,],
     opt = [
         Descent(0.01), 
         Descent(0.05),