diff --git a/benchmark_nnunet_pytorch_berzelius.sh b/benchmark_nnunet_pytorch_berzelius.sh
new file mode 100644
index 0000000000000000000000000000000000000000..df5a074021bae09bddbb0804cad8fd531fd1a657
--- /dev/null
+++ b/benchmark_nnunet_pytorch_berzelius.sh
@@ -0,0 +1,22 @@
+dim=2
+nodes=1
+
+for gpus in 1 2 3 4 5 6 7 8; do
+
+    for batch_size in 1 2 4 8 16 32 64 128; do
+
+        for iteration in {1..100}; do
+
+            echo dim $dim, nodes $nodes, gpus $gpus, batch_size $batch_size, tf32, iteration $iteration
+            rm -f results/benchmark_dim${dim}_nodes${nodes}_gpus${gpus}_batchsize${batch_size}_tf32_iteration${iteration}.json
+            python scripts/benchmark.py --mode train --gpus $gpus --dim $dim --batch_size $batch_size --nodes $nodes --logname="benchmark_dim${dim}_nodes${nodes}_gpus${gpus}_batchsize${batch_size}_tf32_iteration${iteration}.json"
+
+            echo dim $dim, nodes $nodes, gpus $gpus, batch_size $batch_size, amp, iteration $iteration
+            rm -f results/benchmark_dim${dim}_nodes${nodes}_gpus${gpus}_batchsize${batch_size}_amp_iteration${iteration}.json
+            python scripts/benchmark.py --mode train --gpus $gpus --dim $dim --batch_size $batch_size --nodes $nodes --amp --logname="benchmark_dim${dim}_nodes${nodes}_gpus${gpus}_batchsize${batch_size}_amp_iteration${iteration}.json"
+
+        done
+        
+    done
+    
+done