Dockerfile_cuda10.2_devel

FROM ubuntu:20.04
LABEL description="Base docker image with CUDA 10.2 and cuDNN 7.6 for developing and performing compute in containers on NVIDIA GPU."
LABEL maintainer="Vlad Klim, vladsklim@gmail.com"

# Packages versions
ENV CUDA_VERSION=10.2.89 \ 
    CUDA_PKG_VERSION=10-2=10.2.89-1 \
    NCCL_VERSION=2.5.6 \
    CUDNN_VERSION=7.6.5.32

# BASE
RUN apt-get update -y && \
    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 && \
    rm -rf /var/lib/apt/lists/*

# RUNTIME AND DEVEL CUDA
RUN apt-get update -y && \
    apt-get install -y --no-install-recommends cuda-cudart-$CUDA_PKG_VERSION cuda-compat-10-2 \
                                               cuda-libraries-$CUDA_PKG_VERSION cuda-nvtx-$CUDA_PKG_VERSION libcublas10=10.2.2.89-1 \
                                               libnccl2=$NCCL_VERSION-1+cuda10.2 \
                                               cuda-nvml-dev-$CUDA_PKG_VERSION cuda-command-line-tools-$CUDA_PKG_VERSION \
                                               cuda-libraries-dev-$CUDA_PKG_VERSION cuda-minimal-build-$CUDA_PKG_VERSION \
                                               libnccl-dev=$NCCL_VERSION-1+cuda10.2 libcublas-dev=10.2.2.89-1 && \
    ln -s cuda-10.2 /usr/local/cuda && \
    apt-mark hold libnccl2 && \
    rm -rf /var/lib/apt/lists/*

ENV LIBRARY_PATH=/usr/local/cuda/lib64/stubs

# RUNTIME AND DEVEL CUDNN7
RUN apt-get update -y && \
    apt-get install -y --no-install-recommends libcudnn7=$CUDNN_VERSION-1+cuda10.2 libcudnn7-dev=$CUDNN_VERSION-1+cuda10.2 && \
    apt-mark hold libcudnn7 && \
    rm -rf /var/lib/apt/lists/*

# Required for nvidia-docker v1
RUN echo "/usr/local/nvidia/lib" >> /etc/ld.so.conf.d/nvidia.conf && \
    echo "/usr/local/nvidia/lib64" >> /etc/ld.so.conf.d/nvidia.conf

ENV PATH=/usr/local/nvidia/bin:/usr/local/cuda/bin:${PATH} \
    LD_LIBRARY_PATH=/usr/local/nvidia/lib:/usr/local/nvidia/lib64

# nvidia-container-runtime
ENV NVIDIA_VISIBLE_DEVICES=all \
    NVIDIA_DRIVER_CAPABILITIES=compute,utility \
    NVIDIA_REQUIRE_CUDA="cuda>=10.2 brand=tesla,driver>=384,driver<385 brand=tesla,driver>=396,driver<397 brand=tesla,driver>=410,driver<411 brand=tesla,driver>=418,driver<419 brand=tesla,driver>=439,driver<441"

CMD ["bash"]