diff --git a/experiments/jobscripts/tuning/generators/california_housing.sh b/experiments/jobscripts/tuning/generators/california_housing.sh
index be1e47ffdbe42b7229826319b02746971b067b28..80d8f7327f8f31b83afc0a4a1914d8da3ace7946 100644
--- a/experiments/jobscripts/tuning/generators/california_housing.sh
+++ b/experiments/jobscripts/tuning/generators/california_housing.sh
@@ -2,8 +2,8 @@
 
 #SBATCH --job-name="Grid-search California Housing (ECCCo)"
 #SBATCH --time=01:00:00
-#SBATCH --ntasks=20
-#SBATCH --cpus-per-task=20
+#SBATCH --ntasks=50
+#SBATCH --cpus-per-task=8
 #SBATCH --partition=compute
 #SBATCH --mem-per-cpu=4GB
 #SBATCH --account=research-eemcs-insy
diff --git a/experiments/jobscripts/tuning/generators/circles.sh b/experiments/jobscripts/tuning/generators/circles.sh
index f9bc0129051401e6a05c9847cddd50cce62b6aa8..be4490b2019eec49a35206355f464a4c2b605f10 100644
--- a/experiments/jobscripts/tuning/generators/circles.sh
+++ b/experiments/jobscripts/tuning/generators/circles.sh
@@ -1,11 +1,11 @@
 #!/bin/bash
 
 #SBATCH --job-name="Grid-search Circles (ECCCo)"
-#SBATCH --time=01:00:00
-#SBATCH --ntasks=30
-#SBATCH --cpus-per-task=30
+#SBATCH --time=00:45:00
+#SBATCH --ntasks=100
+#SBATCH --cpus-per-task=10
 #SBATCH --partition=compute
-#SBATCH --mem-per-cpu=1GB
+#SBATCH --mem-per-cpu=2GB
 #SBATCH --account=research-eemcs-insy
 #SBATCH --mail-type=END     # Set mail type to 'END' to receive a mail when the job finishes. 
 
diff --git a/experiments/jobscripts/tuning/generators/german_credit.sh b/experiments/jobscripts/tuning/generators/german_credit.sh
index 263ac1bd01c0540515b8918450044fab59d48cea..e93a579fd897c20d8b96c6bf2e423ef12709a37f 100644
--- a/experiments/jobscripts/tuning/generators/german_credit.sh
+++ b/experiments/jobscripts/tuning/generators/german_credit.sh
@@ -1,11 +1,11 @@
 #!/bin/bash
 
 #SBATCH --job-name="Grid-search German Credit (ECCCo)"
-#SBATCH --time=01:00:00
-#SBATCH --ntasks=30
-#SBATCH --cpus-per-task=30
+#SBATCH --time=00:45:00
+#SBATCH --ntasks=100
+#SBATCH --cpus-per-task=10
 #SBATCH --partition=compute
-#SBATCH --mem-per-cpu=1GB
+#SBATCH --mem-per-cpu=2GB
 #SBATCH --account=research-eemcs-insy
 #SBATCH --mail-type=END     # Set mail type to 'END' to receive a mail when the job finishes. 
 
diff --git a/experiments/jobscripts/tuning/generators/gmsc.sh b/experiments/jobscripts/tuning/generators/gmsc.sh
index 729fa36eb47649ea1c81ade7861d917a23f55460..1e4fad5acc4b96274b33840eca6c462fa569779b 100644
--- a/experiments/jobscripts/tuning/generators/gmsc.sh
+++ b/experiments/jobscripts/tuning/generators/gmsc.sh
@@ -2,10 +2,10 @@
 
 #SBATCH --job-name="Grid-search GMSC (ECCCo)"
 #SBATCH --time=01:00:00
-#SBATCH --ntasks=20
-#SBATCH --cpus-per-task=20
+#SBATCH --ntasks=50
+#SBATCH --cpus-per-task=8
 #SBATCH --partition=compute
-#SBATCH --mem-per-cpu=2GB
+#SBATCH --mem-per-cpu=4GB
 #SBATCH --account=research-eemcs-insy
 #SBATCH --mail-type=END     # Set mail type to 'END' to receive a mail when the job finishes. 
 
diff --git a/experiments/jobscripts/tuning/generators/linearly_separable.sh b/experiments/jobscripts/tuning/generators/linearly_separable.sh
index fca9ee05761f5b3757edccdbef5cc92c2814744d..6e5728510e1eb21c80d1d6e4818fa3f918e532ec 100644
--- a/experiments/jobscripts/tuning/generators/linearly_separable.sh
+++ b/experiments/jobscripts/tuning/generators/linearly_separable.sh
@@ -1,11 +1,11 @@
 #!/bin/bash
 
 #SBATCH --job-name="Grid-search Linearly Separable (ECCCo)"
-#SBATCH --time=01:00:00
-#SBATCH --ntasks=30
-#SBATCH --cpus-per-task=30
+#SBATCH --time=00:45:00
+#SBATCH --ntasks=100
+#SBATCH --cpus-per-task=10
 #SBATCH --partition=compute
-#SBATCH --mem-per-cpu=1GB
+#SBATCH --mem-per-cpu=2GB
 #SBATCH --account=research-eemcs-insy
 #SBATCH --mail-type=END     # Set mail type to 'END' to receive a mail when the job finishes. 
 
diff --git a/experiments/jobscripts/tuning/generators/moons.sh b/experiments/jobscripts/tuning/generators/moons.sh
index 8d81d33aa027f6a27448929eaa414b8c6bb8bd59..713f1c2449cd18755b9b910b61d5a41409d73831 100644
--- a/experiments/jobscripts/tuning/generators/moons.sh
+++ b/experiments/jobscripts/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=00:45:00
+#SBATCH --ntasks=100
+#SBATCH --cpus-per-task=10
 #SBATCH --partition=compute
-#SBATCH --mem-per-cpu=1GB
+#SBATCH --mem-per-cpu=2GB
 #SBATCH --account=research-eemcs-insy
 #SBATCH --mail-type=END     # Set mail type to 'END' to receive a mail when the job finishes.