smaller grid

experiments/daic/testing/cali_100_8.sh

@@ -5,7 +5,7 @@
 #SBATCH --ntasks=10
 #SBATCH --cpus-per-task=10
 #SBATCH --partition=general
-#SBATCH --mem-per-cpu=8GB
+#SBATCH --mem-per-cpu=2GB
 #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

experiments/setup_env.jl

@@ -198,15 +198,13 @@ 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]],
+    Λ = [[0.1, 0.1, 0.1], [0.1, 0.1, 0.2],],
     reg_strength=[0.0, 0.1,],
     opt = [
         Descent(0.01), 
-        Descent(0.05),
         Optimiser(ClipValue(0.01), Descent(0.01)),
-        Optimiser(ClipValue(0.05), Descent(0.05)),
     ],
-    decay = [(0.0, 1), (0.01, 1), (0.1, 1)],
+    decay = [(0.0, 1), (0.01, 1)],
 )
 
 "Boolean flag to check if model tuning was specified."