content: # Copyright 2019 The TensorFlow Authors. All Rights Reserved.
  #
  # Licensed under the Apache License, Version 2.0 (the "License");
  # you may not use this file except in compliance with the License.
  # You may obtain a copy of the License at
  #
  #     http://www.apache.org/licenses/LICENSE-2.0
  #
  # Unless required by applicable law or agreed to in writing, software
  # distributed under the License is distributed on an "AS IS" BASIS,
  # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  # See the License for the specific language governing permissions and
  # limitations under the License.
  # ============================================================================
  #
  # THIS IS A GENERATED DOCKERFILE.
  #
  # This file was assembled from multiple pieces, whose use is documented
  # throughout. Please refer to the TensorFlow dockerfiles documentation
  # for more information.
  
  ARG CENTOS_VERSION=8
  
  FROM centos:${CENTOS_VERSION} as base
  
  # Intel Optimizations specific Envs
  ENV KMP_AFFINITY='granularity=fine,verbose,compact,1,0' \
      KMP_BLOCKTIME=1 \
      KMP_SETTINGS=1
  
  # See http://bugs.python.org/issue19846
  ENV LANG C.UTF-8
  ARG PYTHON=python3
  
  RUN yum update -y && yum install -y \
      ${PYTHON} \
      ${PYTHON}-pip \
      which && \
      yum clean all
  
  
  RUN ${PYTHON} -m pip --no-cache-dir install --upgrade \
      pip \
      setuptools
  
  # Some TF tools expect a "python" binary
  RUN ln -sf $(which ${PYTHON}) /usr/local/bin/python && \
      ln -sf $(which ${PYTHON}) /usr/local/bin/python3 && \
      ln -sf $(which ${PYTHON}) /usr/bin/python
  
  # On CentOS 7, yum needs to run with Python2.7
  RUN sed -i 's#/usr/bin/python#/usr/bin/python2#g' /usr/bin/yum /usr/libexec/urlgrabber-ext-down
  
  # Options:
  #   tensorflow
  #   tensorflow-gpu
  #   tf-nightly
  #   tf-nightly-gpu
  # Set --build-arg TF_PACKAGE_VERSION=1.11.0rc0 to install a specific version.
  # Installs the latest version by default.
  ARG TF_PACKAGE=tensorflow
  ARG TF_PACKAGE_VERSION=
  RUN python3 -m pip install --no-cache-dir ${TF_PACKAGE}${TF_PACKAGE_VERSION:+==${TF_PACKAGE_VERSION}}
  
  # install mpich, openssh for MPI to communicate between containers
  RUN yum update -y && yum install -y \
      mpich \
      mpich-devel \
      openssh \
      openssh-server \
      redhat-rpm-config \
      which && \
      yum clean all
  
  ENV PATH="/usr/lib64/mpich/bin:${PATH}"
  
  # Create a wrapper for MPICH to allow running as root by default
  RUN mv -f $(which mpirun) /usr/bin/mpirun.real && \
      echo '#!/bin/bash' > /usr/bin/mpirun && \
      echo 'mpirun.real "$@"' >> /usr/bin/mpirun && \
      chmod a+x /usr/bin/mpirun
  
  # Set up SSH
  RUN mkdir -p /var/run/sshd
  
  # Allow OpenSSH to talk to containers without asking for confirmation
  RUN cat /etc/ssh/sshd_config | grep -v StrictHostKeyChecking > /etc/ssh/sshd_config.new && \
      echo "    StrictHostKeyChecking no" >> /etc/ssh/sshd_config.new && \
      mv -f /etc/ssh/sshd_config.new /etc/ssh/sshd_config
  
  # Install Horovod
  ARG HOROVOD_WITHOUT_PYTORCH=1
  ARG HOROVOD_WITHOUT_MXNET=1
  ARG HOROVOD_WITH_TENSORFLOW=1
  ARG HOROVOD_VERSION=v0.21.1
  
  ENV LC_ALL=en_US.UTF-8
  ENV LC_CTYPE=en_US.UTF-8
  
  RUN yum update -y && \
      yum install -y centos-release-scl && \
      yum install -y \
          devtoolset-8 \
          devtoolset-8-make \
          llvm-toolset-7-cmake \
          ${PYTHON}-devel \
          sclo-git25 && \
      yum clean all
  
  ENV PATH=/opt/rh/devtoolset-8/root/usr/bin:/opt/rh/sclo-git25/root/usr/bin:/opt/rh/llvm-toolset-7/root/usr/bin:${PATH}
  
  RUN ${PYTHON} -m pip install git+https://github.com/horovod/horovod.git@${HOROVOD_VERSION}
  
  COPY bashrc /etc/bash.bashrc
  RUN chmod a+rwx /etc/bash.bashrc
  
  RUN ${PYTHON} -m pip install --no-cache-dir jupyter matplotlib
  # Pin ipykernel and nbformat; see https://github.com/ipython/ipykernel/issues/422
  RUN ${PYTHON} -m pip install --no-cache-dir jupyter_http_over_ws ipykernel==5.1.1 nbformat==4.4.0
  RUN jupyter serverextension enable --py jupyter_http_over_ws
  
  RUN mkdir -p /tf/ && chmod -R a+rwx /tf/
  RUN mkdir /.local && chmod a+rwx /.local
  WORKDIR /tf
  EXPOSE 8888
  
  RUN ${PYTHON} -m ipykernel.kernelspec
  
  CMD ["bash", "-c", "source /etc/bash.bashrc && jupyter notebook --notebook-dir=/tf --ip 0.0.0.0 --no-browser --allow-root"]
  