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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/*