diff --git a/experiments/daic/generators/california_housing.sh b/experiments/daic/generators/california_housing.sh
index 0cef54fb0f98a5f00379dba2c709d1f4d8aef0fa..ec8fddd184243d7f06bf01fcb244c2d61bb1fb85 100644
--- a/experiments/daic/generators/california_housing.sh
+++ b/experiments/daic/generators/california_housing.sh
@@ -2,7 +2,7 @@
 
 #SBATCH --job-name="California Housing (ECCCo)"
 #SBATCH --time=01:40:00
-#SBATCH --ntasks=30
+#SBATCH --ntasks=40
 #SBATCH --cpus-per-task=10
 #SBATCH --partition=general
 #SBATCH --mem-per-cpu=4GB
diff --git a/experiments/daic/generators/circles.sh b/experiments/daic/generators/circles.sh
index c11c2dd7999e5d0154e1c3e062755d42455947e6..2a2ba161e13ad80076dabb99ed112e33f179bc3c 100644
--- a/experiments/daic/generators/circles.sh
+++ b/experiments/daic/generators/circles.sh
@@ -1,7 +1,7 @@
 #!/bin/bash
 
 #SBATCH --job-name="Circles (ECCCo)"
-#SBATCH --time=00:45:00
+#SBATCH --time=01:30:00
 #SBATCH --ntasks=30
 #SBATCH --cpus-per-task=10
 #SBATCH --partition=general
diff --git a/experiments/daic/generators/german_credit.sh b/experiments/daic/generators/german_credit.sh
index 3e6adb86b66a74282c744b38284f3ab5e5e7231f..cf7c784c2845169ffa15adb8608404ad08eb4afc 100644
--- a/experiments/daic/generators/german_credit.sh
+++ b/experiments/daic/generators/german_credit.sh
@@ -2,7 +2,7 @@
 
 #SBATCH --job-name="German Credit (ECCCo)"
 #SBATCH --time=01:40:00
-#SBATCH --ntasks=30
+#SBATCH --ntasks=40
 #SBATCH --cpus-per-task=10
 #SBATCH --partition=general
 #SBATCH --mem-per-cpu=4GB
diff --git a/experiments/daic/generators/gmsc.sh b/experiments/daic/generators/gmsc.sh
index 829d537cc6bb011726131ea805be29a99aa19888..791c60334846736c2b816b56df2768a4cf5c1898 100644
--- a/experiments/daic/generators/gmsc.sh
+++ b/experiments/daic/generators/gmsc.sh
@@ -2,7 +2,7 @@
 
 #SBATCH --job-name="GMSC (ECCCo)"
 #SBATCH --time=01:40:00
-#SBATCH --ntasks=30
+#SBATCH --ntasks=40
 #SBATCH --cpus-per-task=10
 #SBATCH --partition=general
 #SBATCH --mem-per-cpu=4GB
diff --git a/experiments/daic/generators/linearly_separable.sh b/experiments/daic/generators/linearly_separable.sh
index b4a4c93db5d4b6cd85b21a838c06861c2fc7193c..c630dbb33492f15babdb68be656cf167c3193f0e 100644
--- a/experiments/daic/generators/linearly_separable.sh
+++ b/experiments/daic/generators/linearly_separable.sh
@@ -1,7 +1,7 @@
 #!/bin/bash
 
 #SBATCH --job-name="Linearly Separable (ECCCo)"
-#SBATCH --time=00:45:00
+#SBATCH --time=01:10:00
 #SBATCH --ntasks=30
 #SBATCH --cpus-per-task=10
 #SBATCH --partition=general
diff --git a/experiments/daic/generators/moons.sh b/experiments/daic/generators/moons.sh
index 9e57f1154c152a955403dd9897e05bfa24c17ff1..7bed6e3b95f2d5aa0b7ed5a06dc856d63a70e10f 100644
--- a/experiments/daic/generators/moons.sh
+++ b/experiments/daic/generators/moons.sh
@@ -1,7 +1,7 @@
 #!/bin/bash
 
 #SBATCH --job-name="Moons (ECCCo)"
-#SBATCH --time=00:45:00
+#SBATCH --time=01:30:00
 #SBATCH --ntasks=30
 #SBATCH --cpus-per-task=10
 #SBATCH --partition=general
diff --git a/experiments/daic/tuning/generators/mnist.sh b/experiments/daic/tuning/generators/mnist.sh
index 005b87b03192f7b46b27066c843aedbf6a23d2bd..8dd2ada6c1fbf5f64f0c60918df9b70d30b129a2 100644
--- a/experiments/daic/tuning/generators/mnist.sh
+++ b/experiments/daic/tuning/generators/mnist.sh
@@ -1,11 +1,11 @@
 #!/bin/bash
 
 #SBATCH --job-name="MNIST Grid-search (ECCCo)"
-#SBATCH --time=02:00:00
+#SBATCH --time=01:00:00
 #SBATCH --ntasks=40
 #SBATCH --cpus-per-task=10
 #SBATCH --partition=general
-#SBATCH --mem-per-cpu=4GB
+#SBATCH --mem-per-cpu=8GB
 #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=mnist output_path=results mpi grid_search threaded n_individuals=1 n_each=10 > experiments/logs/grid_search_mnist.log
+srun julia --project=experiments --threads $SLURM_CPUS_PER_TASK experiments/run_experiments.jl -- data=mnist output_path=results mpi grid_search threaded n_individuals=10 n_each=5 > experiments/logs/grid_search_mnist.log
diff --git a/experiments/jobscripts/testing/mnist.sh b/experiments/jobscripts/testing/mnist.sh
new file mode 100644
index 0000000000000000000000000000000000000000..6a49e502366f0b3107a5d6f90061fd63cc9836de
--- /dev/null
+++ b/experiments/jobscripts/testing/mnist.sh
@@ -0,0 +1,17 @@
+#!/bin/bash
+
+#SBATCH --job-name="MNIST test (ECCCo)"
+#SBATCH --time=00:30:00
+#SBATCH --ntasks=5
+#SBATCH --cpus-per-task=4
+#SBATCH --partition=compute
+#SBATCH --mem-per-cpu=8GB
+#SBATCH --account=research-eemcs-insy
+#SBATCH --mail-type=END     # Set mail type to 'END' to receive a mail when the job finishes. 
+
+module load 2023r1 openmpi
+
+source experiments/slurm_header.sh
+
+srun julia --project=experiments --threads $SLURM_CPUS_PER_TASK experiments/run_experiments.jl -- data=mnist output_path=results_testing mpi grid_search n_individuals=10 threaded n_each=4 > experiments/logs/grid_search_linearly_separable.log
+ 
\ No newline at end of file