ARG CUDA_VERSION_ARG FROM nvidia/cuda:$CUDA_VERSION_ARG-devel-centos7 ARG CUDA_VERSION_ARG # Install all basic requirements RUN \ curl -fsSL https://developer.download.nvidia.com/compute/cuda/repos/rhel7/x86_64/D42D0685.pub | sed '/^Version/d' \ > /etc/pki/rpm-gpg/RPM-GPG-KEY-NVIDIA && \ yum install -y epel-release centos-release-scl && \ yum-config-manager --enable centos-sclo-rh-testing && \ yum -y update && \ yum install -y tar unzip wget xz git which ninja-build java-1.8.0-openjdk-devel devtoolset-8-gcc devtoolset-8-binutils devtoolset-8-gcc-c++ && \ # Python wget -nv -nc -O Miniconda3.sh https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh && \ bash Miniconda3.sh -b -p /opt/python && \ # CMake wget -nv -nc https://cmake.org/files/v3.14/cmake-3.14.0-Linux-x86_64.sh --no-check-certificate && \ bash cmake-3.14.0-Linux-x86_64.sh --skip-license --prefix=/usr && \ # Maven wget -nv -nc https://archive.apache.org/dist/maven/maven-3/3.6.1/binaries/apache-maven-3.6.1-bin.tar.gz && \ tar xvf apache-maven-3.6.1-bin.tar.gz -C /opt && \ ln -s /opt/apache-maven-3.6.1/ /opt/maven # NCCL2 (License: https://docs.nvidia.com/deeplearning/sdk/nccl-sla/index.html) RUN \ export CUDA_SHORT=`echo $CUDA_VERSION_ARG | grep -o -E '[0-9]+\.[0-9]'` && \ export NCCL_VERSION=2.13.4-1 && \ yum-config-manager --add-repo http://developer.download.nvidia.com/compute/cuda/repos/rhel7/x86_64/cuda-rhel7.repo && \ yum -y update && \ yum install -y libnccl-${NCCL_VERSION}+cuda${CUDA_SHORT} libnccl-devel-${NCCL_VERSION}+cuda${CUDA_SHORT} libnccl-static-${NCCL_VERSION}+cuda${CUDA_SHORT} ENV PATH=/opt/python/bin:/opt/maven/bin:$PATH ENV CC=/opt/rh/devtoolset-8/root/usr/bin/gcc ENV CXX=/opt/rh/devtoolset-8/root/usr/bin/c++ ENV CPP=/opt/rh/devtoolset-8/root/usr/bin/cpp # Install Python packages RUN \ pip install numpy pytest scipy scikit-learn wheel kubernetes awscli ENV GOSU_VERSION 1.10 # Install lightweight sudo (not bound to TTY) RUN set -ex; \ wget -nv -nc -O /usr/local/bin/gosu "https://github.com/tianon/gosu/releases/download/$GOSU_VERSION/gosu-amd64" && \ chmod +x /usr/local/bin/gosu && \ gosu nobody true # Default entry-point to use if running locally # It will preserve attributes of created files COPY entrypoint.sh /scripts/ WORKDIR /workspace ENTRYPOINT ["/scripts/entrypoint.sh"]