diff --git a/experiments/gmsc.sh b/experiments/gmsc.sh
index 6dd647de2c32be20f836a2a64e793f0a7c340371..d0dd86aacf0b01cca3f949a097c44507b88e856f 100644
--- a/experiments/gmsc.sh
+++ b/experiments/gmsc.sh
@@ -2,8 +2,8 @@
 
 #SBATCH --job-name="GMSC (ECCCo)"
 #SBATCH --time=3:00:00
-#SBATCH --ntasks=12
-#SBATCH --cpus-per-task=4
+#SBATCH --ntasks=48
+#SBATCH --cpus-per-task=1
 #SBATCH --partition=compute
 #SBATCH --mem-per-cpu=4GB
 #SBATCH --account=innovation
@@ -11,4 +11,4 @@
 
 module load 2023r1 openmpi
 
-srun julia --project=experiments --threads 4 experiments/run_experiments.jl -- data=gmsc output_path=results retrain threaded mpi > experiments/gmsc.log
+srun julia --project=experiments experiments/run_experiments.jl -- data=gmsc output_path=results retrain mpi > experiments/gmsc.log
diff --git a/experiments/mnist.sh b/experiments/mnist.sh
index ebcfeb9c66e6cce7a1cc832f37ff1c2e9330dcda..8823002ac8addd0a41b6f90d0b7d20dfb903aa25 100644
--- a/experiments/mnist.sh
+++ b/experiments/mnist.sh
@@ -2,8 +2,8 @@
 
 #SBATCH --job-name="MNIST (ECCCo)"
 #SBATCH --time=24:00:00
-#SBATCH --ntasks=12
-#SBATCH --cpus-per-task=4
+#SBATCH --ntasks=48
+#SBATCH --cpus-per-task=1
 #SBATCH --partition=compute
 #SBATCH --mem-per-cpu=4GB
 #SBATCH --account=innovation
@@ -11,4 +11,4 @@
 
 module load 2023r1 openmpi
 
-srun julia --project=experiments --threads 4 experiments/run_experiments.jl -- data=mnist output_path=results mpi > experiments/mnist.log
+srun julia --project=experiments experiments/run_experiments.jl -- data=mnist output_path=results mpi > experiments/mnist.log
diff --git a/experiments/synthetic.sh b/experiments/synthetic.sh
index 2af77d799b62db0bbb964ff275369cb223507c3f..551855d676b1fa146289f78ee6601b6c813e9b70 100644
--- a/experiments/synthetic.sh
+++ b/experiments/synthetic.sh
@@ -2,8 +2,8 @@
 
 #SBATCH --job-name="Synthetic (ECCCo)"
 #SBATCH --time=02:00:00
-#SBATCH --ntasks=12
-#SBATCH --cpus-per-task=4
+#SBATCH --ntasks=48
+#SBATCH --cpus-per-task=1
 #SBATCH --partition=compute
 #SBATCH --mem-per-cpu=4GB
 #SBATCH --account=innovation
@@ -11,4 +11,4 @@
 
 module load 2023r1 openmpi
 
-srun julia --project=experiments --threads 4 experiments/run_experiments.jl -- data=linearly_separable,moons,circles output_path=results threaded mpi retrain > experiments/synthetic.log
+srun julia --project=experiments experiments/run_experiments.jl -- data=linearly_separable,moons,circles output_path=results mpi retrain > experiments/synthetic.log