reset to stable docker-stacks commit
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		@@ -359,27 +359,28 @@ RUN julia -e 'import Pkg; Pkg.update()' && \
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LABEL maintainer="Christoph Schranz <christoph.schranz@salzburgresearch.at>"
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# Install cudatoolkit must match the version of the base image
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RUN conda install --quiet --yes \
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    cudatoolkit=10.1 && \
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    conda clean --all -f -y && \
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    fix-permissions $CONDA_DIR && \
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    fix-permissions /home/$NB_USER
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# Install Tensorflow
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RUN conda install --quiet --yes \
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    'tensorflow=1.13*' \
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    'keras=2.2*' && \
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    'tensorflow-gpu' \
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    'keras-gpu' && \
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    conda clean --all -f -y && \
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    fix-permissions $CONDA_DIR && \
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    fix-permissions /home/$NB_USER
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# Install PyTorch dependencies
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# Install PyTorch with dependencies
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RUN conda install --quiet --yes \
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    pyyaml mkl mkl-include setuptools cmake cffi typing && \
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    conda clean --all -f -y && \
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    fix-permissions $CONDA_DIR && \
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    fix-permissions /home/$NB_USER
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# Install PyTorch, version of cudatoolkit must match those of the base image
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RUN conda install -y -c pytorch \
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    cudatoolkit=10.1 \
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    'pytorch=1.3.1' \
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    pyyaml mkl mkl-include setuptools cmake cffi typing \
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    pytorch \
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    torchvision && \
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    conda clean --all -f -y && \
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    pip install torch_nightly -f https://download.pytorch.org/whl/nightly/cu90/torch_nightly.html && \
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    fix-permissions $CONDA_DIR && \
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    fix-permissions /home/$NB_USER
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@@ -14,13 +14,25 @@ while [[ "$#" -gt 0 ]]; do case $1 in
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esac; shift; done
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# Clone if docker-stacks doesn't exist, and pull.
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# Clone if docker-stacks doesn't exist, and set to the given commit or the default commit
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ls $STACKS_DIR/README.md  > /dev/null 2>&1  || (echo "Docker-stacks was not found, cloning repository" \
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 && git clone https://github.com/jupyter/docker-stacks.git $STACKS_DIR)
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#cd $STACKS_DIR && git pull && cd -
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echo "Set docker-stacks to commit $HEAD_COMMIT."
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cd $STACKS_DIR && git reset --hard $HEAD_COMMIT && cd -
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echo "Set docker-stacks to commit '$HEAD_COMMIT'."
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if [[ "$HEAD_COMMIT" == "latest" ]]; then
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  echo "WARNING, the latest commit of docker-stacks is used. This may result in version conflicts"
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  cd $STACKS_DIR && git pull && cd -
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else
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  export GOT_HEAD="false"
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  cd $STACKS_DIR && git reset --hard $HEAD_COMMIT > /dev/null 2>&1  && cd - && export GOT_HEAD="true"
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  echo $HEAD
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  if [[ "$GOT_HEAD" == "false" ]]; then
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    echo "Given sha-commit is invalid."
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    echo "Usage: $0 -c [sha-commit] # set the head commit of the docker-stacks submodule (https://github.com/jupyter/docker-stacks/commits/master)."
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    exit 2
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  else
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    echo "Set head to given commit."
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  fi
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fi
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# Write the contents into the DOCKERFILE and start with the header
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cat src/Dockerfile.header > $DOCKERFILE
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@@ -1,25 +1,26 @@
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LABEL maintainer="Christoph Schranz <christoph.schranz@salzburgresearch.at>"
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# Install cudatoolkit must match the version of the base image
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RUN conda install --quiet --yes \
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    cudatoolkit=10.1 && \
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    conda clean --all -f -y && \
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    fix-permissions $CONDA_DIR && \
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    fix-permissions /home/$NB_USER
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# Install Tensorflow
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RUN conda install --quiet --yes \
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    'tensorflow=1.13*' \
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    'keras=2.2*' && \
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    'tensorflow-gpu' \
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    'keras-gpu' && \
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    conda clean --all -f -y && \
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    fix-permissions $CONDA_DIR && \
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    fix-permissions /home/$NB_USER
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# Install PyTorch dependencies
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# Install PyTorch with dependencies
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RUN conda install --quiet --yes \
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    pyyaml mkl mkl-include setuptools cmake cffi typing && \
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    conda clean --all -f -y && \
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    fix-permissions $CONDA_DIR && \
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    fix-permissions /home/$NB_USER
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# Install PyTorch, version of cudatoolkit must match those of the base image
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RUN conda install -y -c pytorch \
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    cudatoolkit=10.1 \
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    'pytorch=1.3.1' \
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    pyyaml mkl mkl-include setuptools cmake cffi typing \
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    pytorch \
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    torchvision && \
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    conda clean --all -f -y && \
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    pip install torch_nightly -f https://download.pytorch.org/whl/nightly/cu90/torch_nightly.html && \
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    fix-permissions $CONDA_DIR && \
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    fix-permissions /home/$NB_USER
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