diff --git a/experiments/jobscripts/counterfactuals/california_housing.sh b/experiments/jobscripts/counterfactuals/california_housing.sh
index b0364af240ca728ebba95acc11e956ca990b1e12..cd13e1c8451acd47a8353520e88ef467069f95c6 100644
--- a/experiments/jobscripts/counterfactuals/california_housing.sh
+++ b/experiments/jobscripts/counterfactuals/california_housing.sh
@@ -2,7 +2,7 @@
 
 #SBATCH --job-name="California Housing (ECCCo)"
 #SBATCH --time=3:00:00
-#SBATCH --ntasks=1000
+#SBATCH --ntasks=100
 #SBATCH --cpus-per-task=1
 #SBATCH --partition=compute
 #SBATCH --mem-per-cpu=4GB
diff --git a/experiments/jobscripts/counterfactuals/credit_default.sh b/experiments/jobscripts/counterfactuals/credit_default.sh
index 93945bf1108f0a6109c61c6579a9ef1609972bf2..3f46774b937b69acbad95eaff2bdd7fded4eb753 100644
--- a/experiments/jobscripts/counterfactuals/credit_default.sh
+++ b/experiments/jobscripts/counterfactuals/credit_default.sh
@@ -2,7 +2,7 @@
 
 #SBATCH --job-name="Credit Default (ECCCo)"
 #SBATCH --time=3:00:00
-#SBATCH --ntasks=1000
+#SBATCH --ntasks=100
 #SBATCH --cpus-per-task=1
 #SBATCH --partition=compute
 #SBATCH --mem-per-cpu=4GB
diff --git a/experiments/jobscripts/counterfactuals/german_credit.sh b/experiments/jobscripts/counterfactuals/german_credit.sh
index 07bc4df73cb137d8262c99c69025520086a7a606..f07bdd23e5827bb71dd248148cbb8fae09ad16ed 100644
--- a/experiments/jobscripts/counterfactuals/german_credit.sh
+++ b/experiments/jobscripts/counterfactuals/german_credit.sh
@@ -2,7 +2,7 @@
 
 #SBATCH --job-name="German Credit (ECCCo)"
 #SBATCH --time=3:00:00
-#SBATCH --ntasks=1000
+#SBATCH --ntasks=100
 #SBATCH --cpus-per-task=1
 #SBATCH --partition=compute
 #SBATCH --mem-per-cpu=4GB
diff --git a/experiments/jobscripts/counterfactuals/gmsc.sh b/experiments/jobscripts/counterfactuals/gmsc.sh
index d6c9223d7e3a2ab948ebf282bb5e1ef8403e937e..a9437ba3869717fc0b995530a1e9e841617be89a 100644
--- a/experiments/jobscripts/counterfactuals/gmsc.sh
+++ b/experiments/jobscripts/counterfactuals/gmsc.sh
@@ -2,7 +2,7 @@
 
 #SBATCH --job-name="GMSC (ECCCo)"
 #SBATCH --time=3:00:00
-#SBATCH --ntasks=1000
+#SBATCH --ntasks=100
 #SBATCH --cpus-per-task=1
 #SBATCH --partition=compute
 #SBATCH --mem-per-cpu=4GB
diff --git a/experiments/jobscripts/counterfactuals/mnist.sh b/experiments/jobscripts/counterfactuals/mnist.sh
index 7f16991bd9e4076d46612b71dc2583f80cac7dcb..17301eaaacfdbbce8747b31c8069b7e2c94e0f39 100644
--- a/experiments/jobscripts/counterfactuals/mnist.sh
+++ b/experiments/jobscripts/counterfactuals/mnist.sh
@@ -2,7 +2,7 @@
 
 #SBATCH --job-name="MNIST (ECCCo)"
 #SBATCH --time=24:00:00
-#SBATCH --ntasks=1000
+#SBATCH --ntasks=100
 #SBATCH --cpus-per-task=1
 #SBATCH --partition=compute
 #SBATCH --mem-per-cpu=4GB
diff --git a/experiments/jobscripts/counterfactuals/synthetic.sh b/experiments/jobscripts/counterfactuals/synthetic.sh
index 15e4f31079940c008852c050648d9af775568558..4b47382dc9f27b09ebc8aedef4b7142209049b11 100644
--- a/experiments/jobscripts/counterfactuals/synthetic.sh
+++ b/experiments/jobscripts/counterfactuals/synthetic.sh
@@ -2,7 +2,7 @@
 
 #SBATCH --job-name="Synthetic (ECCCo)"
 #SBATCH --time=02:00:00
-#SBATCH --ntasks=1000
+#SBATCH --ntasks=100
 #SBATCH --cpus-per-task=1
 #SBATCH --partition=compute
 #SBATCH --mem-per-cpu=4GB
diff --git a/experiments/jobscripts/counterfactuals/tabular.sh b/experiments/jobscripts/counterfactuals/tabular.sh
index f7eae4eafcb1f4f110bdb22a2c3eb9717ec61c40..dbd28c02aabc9df2bde3ea28a8c2168f6c5df66a 100644
--- a/experiments/jobscripts/counterfactuals/tabular.sh
+++ b/experiments/jobscripts/counterfactuals/tabular.sh
@@ -2,7 +2,7 @@
 
 #SBATCH --job-name="Tabular (ECCCo)"
 #SBATCH --time=05:00:00
-#SBATCH --ntasks=1000
+#SBATCH --ntasks=100
 #SBATCH --cpus-per-task=1
 #SBATCH --partition=compute
 #SBATCH --mem-per-cpu=4GB
diff --git a/experiments/jobscripts/tuning/synthetic.sh b/experiments/jobscripts/tuning/synthetic.sh
index 10246f049e008da2eb5ac2c30208c567e2f22cd7..51d52da10c84138bb898b3929a235d7a00c890ba 100644
--- a/experiments/jobscripts/tuning/synthetic.sh
+++ b/experiments/jobscripts/tuning/synthetic.sh
@@ -2,7 +2,7 @@
 
 #SBATCH --job-name="Grid-search Synthetic (ECCCo)"
 #SBATCH --time=03:00:00
-#SBATCH --ntasks=1000
+#SBATCH --ntasks=100
 #SBATCH --cpus-per-task=1
 #SBATCH --partition=compute
 #SBATCH --mem-per-cpu=4GB