diff --git a/experiments/daic/tuning/generators/california_housing.sh b/experiments/daic/tuning/generators/california_housing.sh
index 3bd54dbf5388517c26c54f37234b7ba6b44fae9d..7a6b5df05ae653001a28f9eec47713a4cd132378 100644
--- a/experiments/daic/tuning/generators/california_housing.sh
+++ b/experiments/daic/tuning/generators/california_housing.sh
@@ -1,11 +1,11 @@
 #!/bin/bash
 
 #SBATCH --job-name="Grid-search California Housing (ECCCo)"
-#SBATCH --time=01:00:00
-#SBATCH --ntasks=20
-#SBATCH --cpus-per-task=20
+#SBATCH --time=02:00:00
+#SBATCH --ntasks=30
+#SBATCH --cpus-per-task=10
 #SBATCH --partition=general
-#SBATCH --mem-per-cpu=2GB
+#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
@@ -13,4 +13,4 @@ module load 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=10 > 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
diff --git a/experiments/daic/tuning/generators/circles.sh b/experiments/daic/tuning/generators/circles.sh
index 2ab2cb77890593fccbb9c3c47255cbd5d6a20fee..997ce415f7865eca528229b4a9af29a120d7e4e6 100644
--- a/experiments/daic/tuning/generators/circles.sh
+++ b/experiments/daic/tuning/generators/circles.sh
@@ -2,10 +2,10 @@
 
 #SBATCH --job-name="Grid-search Circles (ECCCo)"
 #SBATCH --time=01:00:00
-#SBATCH --ntasks=30
-#SBATCH --cpus-per-task=30
+#SBATCH --ntasks=20
+#SBATCH --cpus-per-task=10
 #SBATCH --partition=general
-#SBATCH --mem-per-cpu=1GB
+#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
diff --git a/experiments/daic/tuning/generators/german_credit.sh b/experiments/daic/tuning/generators/german_credit.sh
index 3b664647fd87f72ada0e4ff26a431d093176be58..a6518921f9bb3f4c224e6fea56f999346e4b677b 100644
--- a/experiments/daic/tuning/generators/german_credit.sh
+++ b/experiments/daic/tuning/generators/german_credit.sh
@@ -2,10 +2,10 @@
 
 #SBATCH --job-name="Grid-search German Credit (ECCCo)"
 #SBATCH --time=01:00:00
-#SBATCH --ntasks=30
-#SBATCH --cpus-per-task=30
+#SBATCH --ntasks=20
+#SBATCH --cpus-per-task=10
 #SBATCH --partition=general
-#SBATCH --mem-per-cpu=1GB
+#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
diff --git a/experiments/daic/tuning/generators/gmsc.sh b/experiments/daic/tuning/generators/gmsc.sh
index 35e7e63706a654cc2e2f70821a1821e8a0f70351..58c0464d48c6d583555aad3753a9dfd2f40893b5 100644
--- a/experiments/daic/tuning/generators/gmsc.sh
+++ b/experiments/daic/tuning/generators/gmsc.sh
@@ -1,11 +1,11 @@
 #!/bin/bash
 
 #SBATCH --job-name="Grid-search GMSC (ECCCo)"
-#SBATCH --time=01:00:00
-#SBATCH --ntasks=20
-#SBATCH --cpus-per-task=20
+#SBATCH --time=02:00:00
+#SBATCH --ntasks=30
+#SBATCH --cpus-per-task=10
 #SBATCH --partition=general
-#SBATCH --mem-per-cpu=2GB
+#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
diff --git a/experiments/daic/tuning/generators/linearly_separable.sh b/experiments/daic/tuning/generators/linearly_separable.sh
index e2ed9d44bbcb238fdf736175685cdbfdefaa7a4a..b7578a8553e389a6c2cec0a03b3d9acfab692fb9 100644
--- a/experiments/daic/tuning/generators/linearly_separable.sh
+++ b/experiments/daic/tuning/generators/linearly_separable.sh
@@ -2,7 +2,7 @@
 
 #SBATCH --job-name="Grid-search Linearly Separable (ECCCo)"
 #SBATCH --time=01:00:00
-#SBATCH --ntasks=10
+#SBATCH --ntasks=20
 #SBATCH --cpus-per-task=10
 #SBATCH --partition=general
 #SBATCH --mem-per-cpu=2GB
diff --git a/experiments/daic/tuning/generators/moons.sh b/experiments/daic/tuning/generators/moons.sh
index 2c7f4aab3d61a750ecaeb6fa4e40f5302434f861..55e16aa0e7a29ac20ed8b585910366e35c87e44f 100644
--- a/experiments/daic/tuning/generators/moons.sh
+++ b/experiments/daic/tuning/generators/moons.sh
@@ -1,11 +1,11 @@
 #!/bin/bash
 
 #SBATCH --job-name="Grid-search Moons (ECCCo)"
-#SBATCH --time=01:00:00
-#SBATCH --ntasks=30
-#SBATCH --cpus-per-task=30
+#SBATCH --time=01:30:00
+#SBATCH --ntasks=20
+#SBATCH --cpus-per-task=10
 #SBATCH --partition=general
-#SBATCH --mem-per-cpu=1GB
+#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