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45 lines
1.9 KiB
45 lines
1.9 KiB
ARG BASE=python:3.8
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FROM ${BASE}
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ENV CUDA_VERSION 10.1.243
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ENV CUDA_PKG_VERSION 10-1=$CUDA_VERSION-1
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ENV PATH /usr/local/nvidia/bin:/usr/local/cuda/bin:${PATH}
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ENV LD_LIBRARY_PATH /usr/local/nvidia/lib:/usr/local/nvidia/lib64
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ENV NVIDIA_VISIBLE_DEVICES all
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ENV NVIDIA_DRIVER_CAPABILITIES compute,utility
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ENV NVIDIA_REQUIRE_CUDA "cuda>=10.1 brand=tesla,driver>=396,driver<397 brand=tesla,driver>=410,driver<411 brand=tesla,driver>=418,driver<419"
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ENV CUDNN_VERSION 7.6.5.32
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ENV NCCL_VERSION 2.7.8
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LABEL com.nvidia.cuda.version="${CUDA_VERSION}"
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LABEL com.nvidia.cudnn.version="${CUDNN_VERSION}"
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LABEL com.nvidia.volumes.needed="nvidia_driver"
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RUN apt-get update \
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&& apt-get install -y --no-install-recommends \
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gnupg2 \
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curl \
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ca-certificates \
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&& curl -fsSL https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/7fa2af80.pub | apt-key add - \
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&& echo "deb https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64 /" > /etc/apt/sources.list.d/cuda.list \
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&& echo "deb https://developer.download.nvidia.com/compute/machine-learning/repos/ubuntu1804/x86_64 /" > /etc/apt/sources.list.d/nvidia-ml.list \
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&& apt-get purge --autoremove -y curl \
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&& apt-get update \
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&& apt-get install -y --no-install-recommends \
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cuda-cudart-$CUDA_PKG_VERSION \
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cuda-compat-10-1 \
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&& ln -s cuda-10.1 /usr/local/cuda \
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&& echo "/usr/local/nvidia/lib" >> /etc/ld.so.conf.d/nvidia.conf \
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&& echo "/usr/local/nvidia/lib64" >> /etc/ld.so.conf.d/nvidia.conf \
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&& apt-get install -y --no-install-recommends \
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cuda-libraries-$CUDA_PKG_VERSION \
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cuda-npp-$CUDA_PKG_VERSION \
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cuda-nvtx-$CUDA_PKG_VERSION \
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libcublas10=10.2.1.243-1 \
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libcudnn7=$CUDNN_VERSION-1+cuda10.1 \
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libnccl2=$NCCL_VERSION-1+cuda10.1 \
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&& apt-mark hold libnccl2 \
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&& apt-mark hold libcudnn7 \
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&& apt-mark hold libcublas10 \
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&& rm -rf /var/lib/apt/lists/*
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