diff --git a/Dockerfile b/Dockerfile
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+#
+# docker build . --tag alae:latest
+# docker run  --shm-size=1g --ulimit memlock=-1 --ulimit stack=67108864 --gpus all  -it --rm --env="DISPLAY" --volume="/tmp/.X11-unix:/tmp/.X11-unix:rw"  --mount type=bind,source="/home/jp/Documents/styleganWorkspace",target=/styleganWorkspace \ -v `pwd`:/var alae:latest
+#
+FROM nvcr.io/nvidia/pytorch:20.12-py3
+ENV LANG=C.UTF-8 LC_ALL=C.UTF-8
+
+RUN apt update -y
+RUN apt-get upgrade -y
+RUN apt-get install libgl1-mesa-glx -y
+
+RUN pip install torch opencv-python torchvision tqdm scikit-image keras 
+COPY . .
+RUN pip install -r requirements.txt
+RUN python training_artifacts/download_all.py
+RUN python interactive_demo.py
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