diff --git a/README.md b/README.md
index 1f7ef07f97cb833a27501ac9767a456b16524c48..e58602f636363ed5e578f739cb254ee18ac4e9ec 100644
--- a/README.md
+++ b/README.md
@@ -4,14 +4,14 @@ Latest Version 21.11.0
 Modified February 3, 2022  
 See [NVIDIA Deep Learning Examples](https://catalog.ngc.nvidia.com/orgs/nvidia/resources/nnunet_for_pytorch).
 
-### On local
-- Clone the repository.  
+### On local computer
+- Clone the repository  
 ```
 git clone https://github.com/NVIDIA/DeepLearningExamples
 cd ngc/DeepLearningExamples/PyTorch/Segmentation/nnUNet
 ```
 
-- Build the nnU-Net PyTorch NGC container.
+- Build the nnU-Net PyTorch NGC container
 ```
 docker build -t nnunet .
 ```
@@ -24,14 +24,31 @@ docker push xuagu37/nvidia_nnu-net_for_pytorch:21.11.0
 
 ### On Berzelius
 
-- Clone the repository.  
+- Clone the repository  
 ```
+cd /proj/nsc/xuan/ngc
 git clone https://github.com/NVIDIA/DeepLearningExamples
-cd ngc/DeepLearningExamples/PyTorch/Segmentation/nnUNet
 ```
 
-- On Berzelius, pull the image for Singularity and run
+#### For single node
+- Start an interactive session
+```
+interactive -N2 --reservation=nsc-testing -t 600
 ```
+
+- Pull the image for Singularity and run
+```
+cd /proj/nsc/xuan/ngc/DeepLearningExamples/PyTorch/Segmentation/nnUNet
 singularity pull nvidia_nnu-net_for_pytorch.sif docker://xuagu37/nvidia_nnu-net_for_pytorch:21.11.0
 singularity shell -B ${PWD}/data:/data -B ${PWD}/results:/results --nv nvidia_nnu-net_for_pytorch.sif 
 ```
+- Run the benchmark script 
+```
+bash benchmark_nnunet_pytorch_berzelius.sh
+```
+
+#### For multi-node
+- Run the benchmark script 
+```
+sbash benchmark_nnunet_pytorch_berzelius_multi_node.sh
+```