diff --git a/Dockerfile b/Dockerfile
index e514893da6a8c6056a0fbf4df8197c6276814ca4..6727548fa5f0ca754ee21e8c2d8ba8428d916498 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,10 +1,13 @@
 # Start FROM Nvidia PyTorch image https://ngc.nvidia.com/catalog/containers/nvidia:pytorch
-FROM nvcr.io/nvidia/pytorch:20.10-py3
+FROM nvcr.io/nvidia/pytorch:20.12-py3
 
-# Install dependencies
+# Install linux packages
+RUN apt update && apt install -y screen libgl1-mesa-glx
+
+# Install python dependencies
 RUN pip install --upgrade pip
-# COPY requirements.txt .
-# RUN pip install -r requirements.txt
+COPY requirements.txt .
+RUN pip install -r requirements.txt
 RUN pip install gsutil
 
 # Create working directory