# Install Tensorflow
RUN conda install --quiet --yes \
    'tensorflow=1.13*' \
    'keras=2.2*' && \
    conda clean --all -f -y && \
    fix-permissions $CONDA_DIR && \
    fix-permissions /home/$NB_USER

# Install PyTorch dependencies
RUN conda install --quiet --yes \
    pyyaml mkl mkl-include setuptools cmake cffi typing && \
    conda clean --all -f -y && \
    fix-permissions $CONDA_DIR && \
    fix-permissions /home/$NB_USER

# Install PyTorch, version of cudatoolkit must match those of the base image
RUN conda install -y -c pytorch \
    cudatoolkit=10.1 \
    'pytorch=1.3.1' \
    torchvision && \
    conda clean --all -f -y && \
    fix-permissions $CONDA_DIR && \
    fix-permissions /home/$NB_USER