60 lines
2.6 KiB
Docker
60 lines
2.6 KiB
Docker
ARG CUDA_VERSION_ARG
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FROM nvidia/cuda:$CUDA_VERSION_ARG-devel-centos7
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ARG CUDA_VERSION_ARG
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ARG NCCL_VERSION_ARG
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# Install all basic requirements
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RUN \
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curl -fsSL https://developer.download.nvidia.com/compute/cuda/repos/rhel7/x86_64/D42D0685.pub | sed '/^Version/d' \
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> /etc/pki/rpm-gpg/RPM-GPG-KEY-NVIDIA && \
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yum install -y epel-release centos-release-scl && \
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yum-config-manager --enable centos-sclo-rh-testing && \
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yum -y update && \
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yum install -y tar unzip wget xz git which ninja-build devtoolset-9-gcc devtoolset-9-binutils devtoolset-9-gcc-c++ && \
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# Python
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wget -nv -O conda.sh https://github.com/conda-forge/miniforge/releases/download/22.11.1-2/Mambaforge-22.11.1-2-Linux-x86_64.sh && \
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bash conda.sh -b -p /opt/mambaforge && \
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/opt/mambaforge/bin/python -m pip install awscli && \
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# CMake
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wget -nv -nc https://cmake.org/files/v3.18/cmake-3.18.0-Linux-x86_64.sh --no-check-certificate && \
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bash cmake-3.18.0-Linux-x86_64.sh --skip-license --prefix=/usr
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# NCCL2 (License: https://docs.nvidia.com/deeplearning/sdk/nccl-sla/index.html)
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RUN \
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export CUDA_SHORT=`echo $CUDA_VERSION_ARG | grep -o -E '[0-9]+\.[0-9]'` && \
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export NCCL_VERSION=$NCCL_VERSION_ARG && \
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wget -nv -nc https://developer.download.nvidia.com/compute/machine-learning/repos/rhel7/x86_64/nvidia-machine-learning-repo-rhel7-1.0.0-1.x86_64.rpm && \
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rpm -i nvidia-machine-learning-repo-rhel7-1.0.0-1.x86_64.rpm && \
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yum -y update && \
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yum install -y libnccl-${NCCL_VERSION}+cuda${CUDA_SHORT} libnccl-devel-${NCCL_VERSION}+cuda${CUDA_SHORT} libnccl-static-${NCCL_VERSION}+cuda${CUDA_SHORT} && \
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rm -f nvidia-machine-learning-repo-rhel7-1.0.0-1.x86_64.rpm;
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ENV PATH=/opt/mambaforge/bin:/usr/local/ninja:$PATH
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ENV CC=/opt/rh/devtoolset-9/root/usr/bin/gcc
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ENV CXX=/opt/rh/devtoolset-9/root/usr/bin/c++
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ENV CPP=/opt/rh/devtoolset-9/root/usr/bin/cpp
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ENV GOSU_VERSION 1.10
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# Install gRPC
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RUN git clone -b v1.49.1 https://github.com/grpc/grpc.git \
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--recurse-submodules --depth 1 && \
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pushd grpc && \
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cmake -S . -B build -GNinja -DCMAKE_INSTALL_PREFIX=/opt/grpc -DCMAKE_CXX_VISIBILITY_PRESET=hidden && \
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cmake --build build --target install && \
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popd && \
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rm -rf grpc
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# Install lightweight sudo (not bound to TTY)
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RUN set -ex; \
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wget -nv -nc -O /usr/local/bin/gosu "https://github.com/tianon/gosu/releases/download/$GOSU_VERSION/gosu-amd64" && \
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chmod +x /usr/local/bin/gosu && \
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gosu nobody true
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# Default entry-point to use if running locally
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# It will preserve attributes of created files
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COPY entrypoint.sh /scripts/
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WORKDIR /workspace
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ENTRYPOINT ["/scripts/entrypoint.sh"]
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