content: ARG BASE=python:3.7
  FROM ${BASE}
  
  ENV CUDA_VERSION 10.0.130
  ENV CUDA_PKG_VERSION 10-0=$CUDA_VERSION-1
  ENV PATH /usr/local/nvidia/bin:/usr/local/cuda/bin:${PATH}
  ENV LD_LIBRARY_PATH /usr/local/nvidia/lib:/usr/local/nvidia/lib64
  
  ENV NVIDIA_VISIBLE_DEVICES=all
  ENV NVIDIA_DRIVER_CAPABILITIES compute,utility
  ENV NVIDIA_REQUIRE_CUDA "cuda>=10.0 brand=tesla,driver>=384,driver<385 brand=tesla,driver>=410,driver<411"
  ENV NCCL_VERSION 2.4.2
  ENV CUDNN_VERSION 7.6.0.64
  
  LABEL com.nvidia.cuda.version="${CUDA_VERSION}"
  LABEL com.nvidia.cudnn.version="${CUDNN_VERSION}"
  LABEL com.nvidia.volumes.needed="nvidia_driver"
  
  RUN apt-get update \
      && apt-get install -y --no-install-recommends \
          gnupg2 \
          curl \
          ca-certificates \
      && curl -fsSL https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/7fa2af80.pub | apt-key add - \
      && echo "deb https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64 /" > /etc/apt/sources.list.d/cuda.list \
      && echo "deb https://developer.download.nvidia.com/compute/machine-learning/repos/ubuntu1804/x86_64 /" > /etc/apt/sources.list.d/nvidia-ml.list \
      && apt-get purge --autoremove -y curl \
      && apt-get update \
      && apt-get install -y --no-install-recommends \
          cuda-cudart-$CUDA_PKG_VERSION \
          cuda-compat-10-0 \
      && ln -s cuda-10.0 /usr/local/cuda \
      && echo "/usr/local/nvidia/lib" >> /etc/ld.so.conf.d/nvidia.conf \
      && echo "/usr/local/nvidia/lib64" >> /etc/ld.so.conf.d/nvidia.conf \
      && apt-get install -y --no-install-recommends \
          cuda-toolkit-10-0 \
          cuda-libraries-$CUDA_PKG_VERSION \
          cuda-nvtx-$CUDA_PKG_VERSION \
          libnccl2=$NCCL_VERSION-1+cuda10.0 \
          libcudnn7=$CUDNN_VERSION-1+cuda10.0 \
      && apt-mark hold libnccl2 \
      && apt-mark hold libcudnn7 \
      && rm -rf /var/lib/apt/lists/*
  