2adf222fb2
* [CI] Drop CUDA 10.1; Require 11.0 * Change NCCL version * Use CUDA 10.1 for clang-tidy, for now * Remove JDK 11 and 12 * Fix NCCL version * Don't require 11.0 just yet, until clang-tidy is fixed * Skip MultiClassesSerializationTest.GpuHist
47 lines
2.0 KiB
Docker
47 lines
2.0 KiB
Docker
ARG CUDA_VERSION_ARG
|
|
FROM nvidia/cuda:$CUDA_VERSION_ARG-devel-centos7
|
|
ARG CUDA_VERSION_ARG
|
|
|
|
# Install all basic requirements
|
|
RUN \
|
|
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 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
|
|
|
|
# NCCL2 (License: https://docs.nvidia.com/deeplearning/sdk/nccl-sla/index.html)
|
|
RUN \
|
|
export CUDA_SHORT=`echo $CUDA_VERSION_ARG | grep -o -E '[0-9]+\.[0-9]'` && \
|
|
export NCCL_VERSION=2.7.3-1 && \
|
|
wget -nv -nc https://developer.download.nvidia.com/compute/machine-learning/repos/rhel7/x86_64/nvidia-machine-learning-repo-rhel7-1.0.0-1.x86_64.rpm && \
|
|
rpm -i nvidia-machine-learning-repo-rhel7-1.0.0-1.x86_64.rpm && \
|
|
yum -y update && \
|
|
yum install -y libnccl-${NCCL_VERSION}+cuda${CUDA_SHORT} libnccl-devel-${NCCL_VERSION}+cuda${CUDA_SHORT} libnccl-static-${NCCL_VERSION}+cuda${CUDA_SHORT} && \
|
|
rm -f nvidia-machine-learning-repo-rhel7-1.0.0-1.x86_64.rpm;
|
|
|
|
ENV PATH=/opt/python/bin:/usr/local/ninja:$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
|
|
|
|
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"]
|