From 8f1ee14e1c90e4b915c116263be59648e1a8048e Mon Sep 17 00:00:00 2001 From: Sheng Zha Date: Thu, 13 Dec 2018 22:06:18 -0800 Subject: [PATCH] script for installing gpu libraries and build tools --- tools/setup_gpu_build_tools.sh | 254 +++++++++++++++++++++++++++++++++ 1 file changed, 254 insertions(+) create mode 100755 tools/setup_gpu_build_tools.sh diff --git a/tools/setup_gpu_build_tools.sh b/tools/setup_gpu_build_tools.sh new file mode 100755 index 000000000000..44b44c574114 --- /dev/null +++ b/tools/setup_gpu_build_tools.sh @@ -0,0 +1,254 @@ +#!/usr/bin/env bash + +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. + +# This script installs the tools and libraries for CUDA GPU on Ubuntu. +# Usage: VARIANT=cu92mkl; DEPS_PATH=$HOME; setup_gpu_build_tools.sh $VARIANT $DEPS_PATH; +# It installs the tools into DEPS_PATH as specified by the second argument, and will set +# the following environment variables: +# PATH, CPLUS_INCLUDE_PATH, C_INCLUDE_PATH, LIBRARY_PATH, LD_LIBRARY_PATH, NVCC + +VARIANT=$1 +DEPS_PATH=$2 + +>&2 echo "Setting CUDA versions for $VARIANT" +if [[ $VARIANT == cu100* ]]; then + CUDA_VERSION='10.0.130-1' + CUDA_PATCH_VERSION='10.0.130-1' + LIBCUDA_VERSION='410.48-0ubuntu1' + LIBCUDNN_VERSION='7.3.1.20-1+cuda10.0' + LIBNCCL_VERSION='2.3.4-1+cuda9.2' +elif [[ $VARIANT == cu92* ]]; then + CUDA_VERSION='9.2.148-1' + CUDA_PATCH_VERSION='9.2.148.1-1' + LIBCUDA_VERSION='396.44-0ubuntu1' + LIBCUDNN_VERSION='7.3.1.20-1+cuda9.2' + LIBNCCL_VERSION='2.3.4-1+cuda9.2' +elif [[ $VARIANT == cu91* ]]; then + CUDA_VERSION='9.1.85-1' + CUDA_PATCH_VERSION='9.1.85.3-1' + LIBCUDA_VERSION='396.44-0ubuntu1' + LIBCUDNN_VERSION='7.1.3.16-1+cuda9.1' + LIBNCCL_VERSION='2.2.12-1+cuda9.1' +elif [[ $VARIANT == cu90* ]]; then + CUDA_VERSION='9.0.176-1' + CUDA_PATCH_VERSION='9.0.176.3-1' + LIBCUDA_VERSION='384.145-0ubuntu1' + LIBCUDNN_VERSION='7.3.1.20-1+cuda9.0' + LIBNCCL_VERSION='2.3.4-1+cuda9.0' +elif [[ $VARIANT == cu80* ]]; then + CUDA_VERSION='8.0.61-1' + CUDA_PATCH_VERSION='8.0.61.2-1' + LIBCUDA_VERSION='375.88-0ubuntu1' + LIBCUDNN_VERSION='7.2.1.38-1+cuda8.0' + LIBNCCL_VERSION='2.3.4-1+cuda8.0' +elif [[ $VARIANT == cu75* ]]; then + CUDA_VERSION='7.5-18' + CUDA_PATCH_VERSION='7.5-18' + LIBCUDA_VERSION='375.88-0ubuntu1' + LIBCUDNN_VERSION='6.0.21-1+cuda7.5' + LIBNCCL_VERSION='' +fi +if [[ $VARIANT == cu* ]]; then + CUDA_MAJOR_VERSION=$(echo $CUDA_VERSION | tr '-' '.' | cut -d. -f1,2) + CUDA_MAJOR_DASH=$(echo $CUDA_VERSION | tr '-' '.' | cut -d. -f1,2 | tr '.' '-') + NVIDIA_MAJOR_VERSION=$(echo $LIBCUDA_VERSION | cut -d. -f1) + LIBCUDA_MAJOR=$(echo $LIBCUDA_VERSION | cut -d. -f1) + LIBCUDNN_MAJOR=$(echo $LIBCUDNN_VERSION | cut -d. -f1) + os_name=$(cat /etc/*release | grep '^ID=' | sed 's/^.*=//g') + os_version=$(cat /etc/*release | grep VERSION_ID | sed 's/^.*"\([0-9]*\)\.\([0-9]*\)"/\1\2/g') + os_id="${os_name}${os_version}" + if [[ $CUDA_MAJOR_DASH == 9-* ]] || [[ $CUDA_MAJOR_DASH == 10-* ]]; then + os_id="ubuntu1604" + fi + export PATH=/usr/lib/binutils-2.26/bin/:${PATH}:$DEPS_PATH/usr/local/cuda-$CUDA_MAJOR_VERSION/bin + export CPLUS_INCLUDE_PATH=${CPLUS_INCLUDE_PATH}:$DEPS_PATH/usr/local/cuda-$CUDA_MAJOR_VERSION/include + export C_INCLUDE_PATH=${C_INCLUDE_PATH}:$DEPS_PATH/usr/local/cuda-$CUDA_MAJOR_VERSION/include + export LIBRARY_PATH=${LIBRARY_PATH}:$DEPS_PATH/usr/local/cuda-$CUDA_MAJOR_VERSION/lib64:$DEPS_PATH/usr/lib/x86_64-linux-gnu:$DEPS_PATH/usr/lib/nvidia-$NVIDIA_MAJOR_VERSION + export LD_LIBRARY_PATH=${LD_LIBRARY_PATH}:$DEPS_PATH/usr/local/cuda-$CUDA_MAJOR_VERSION/lib64:$DEPS_PATH/usr/lib/x86_64-linux-gnu:$DEPS_PATH/usr/lib/nvidia-$NVIDIA_MAJOR_VERSION + export NVCC=$DEPS_PATH/usr/local/cuda-$CUDA_MAJOR_VERSION/bin/nvcc +fi + +# list of debs to download from nvidia +if [[ $VARIANT == cu100* ]]; then + cuda_files=( \ + "cuda-core-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-cublas-${CUDA_MAJOR_DASH}_${CUDA_PATCH_VERSION}_amd64.deb" \ + "cuda-cublas-dev-${CUDA_MAJOR_DASH}_${CUDA_PATCH_VERSION}_amd64.deb" \ + "cuda-cudart-${CUDA_MAJOR_DASH}_${CUDA_PATCH_VERSION}_amd64.deb" \ + "cuda-cudart-dev-${CUDA_MAJOR_DASH}_${CUDA_PATCH_VERSION}_amd64.deb" \ + "cuda-curand-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-curand-dev-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-cufft-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-cufft-dev-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-nvrtc-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-nvrtc-dev-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-cusolver-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-cusolver-dev-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-misc-headers-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-nvcc-${CUDA_MAJOR_DASH}_${CUDA_PATCH_VERSION}_amd64.deb" \ + "libcuda1-${LIBCUDA_MAJOR}_${LIBCUDA_VERSION}_amd64.deb" \ + "nvidia-${LIBCUDA_MAJOR}_${LIBCUDA_VERSION}_amd64.deb" \ + ) + ml_files=( \ + "libcudnn${LIBCUDNN_MAJOR}-dev_${LIBCUDNN_VERSION}_amd64.deb" \ + "libnccl-dev_${LIBNCCL_VERSION}_amd64.deb" \ + ) +elif [[ $VARIANT == cu92* ]]; then + cuda_files=( \ + "cuda-core-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-cublas-${CUDA_MAJOR_DASH}_${CUDA_PATCH_VERSION}_amd64.deb" \ + "cuda-cublas-dev-${CUDA_MAJOR_DASH}_${CUDA_PATCH_VERSION}_amd64.deb" \ + "cuda-cudart-${CUDA_MAJOR_DASH}_${CUDA_PATCH_VERSION}_amd64.deb" \ + "cuda-cudart-dev-${CUDA_MAJOR_DASH}_${CUDA_PATCH_VERSION}_amd64.deb" \ + "cuda-curand-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-curand-dev-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-cufft-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-cufft-dev-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-nvrtc-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-nvrtc-dev-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-cusolver-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-cusolver-dev-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-misc-headers-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-nvcc-${CUDA_MAJOR_DASH}_${CUDA_PATCH_VERSION}_amd64.deb" \ + "libcuda1-${LIBCUDA_MAJOR}_${LIBCUDA_VERSION}_amd64.deb" \ + "nvidia-${LIBCUDA_MAJOR}_${LIBCUDA_VERSION}_amd64.deb" \ + ) + ml_files=( \ + "libcudnn${LIBCUDNN_MAJOR}-dev_${LIBCUDNN_VERSION}_amd64.deb" \ + "libnccl-dev_${LIBNCCL_VERSION}_amd64.deb" \ + ) +elif [[ $VARIANT == cu91* ]]; then + cuda_files=( \ + "cuda-core-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-cublas-${CUDA_MAJOR_DASH}_${CUDA_PATCH_VERSION}_amd64.deb" \ + "cuda-cublas-dev-${CUDA_MAJOR_DASH}_${CUDA_PATCH_VERSION}_amd64.deb" \ + "cuda-cudart-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-cudart-dev-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-curand-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-curand-dev-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-cufft-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-cufft-dev-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-nvrtc-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-nvrtc-dev-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-cusolver-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-cusolver-dev-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-misc-headers-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-nvcc-${CUDA_MAJOR_DASH}_9.1.85.2-1_amd64.deb" \ + "libcuda1-${LIBCUDA_MAJOR}_${LIBCUDA_VERSION}_amd64.deb" \ + "nvidia-${LIBCUDA_MAJOR}_${LIBCUDA_VERSION}_amd64.deb" \ + ) + ml_files=( \ + "libcudnn${LIBCUDNN_MAJOR}-dev_${LIBCUDNN_VERSION}_amd64.deb" \ + "libnccl-dev_${LIBNCCL_VERSION}_amd64.deb" \ + ) +elif [[ $VARIANT == cu90* ]]; then + cuda_files=( \ + "cuda-core-${CUDA_MAJOR_DASH}_${CUDA_PATCH_VERSION}_amd64.deb" \ + "cuda-cublas-${CUDA_MAJOR_DASH}_9.0.176.4-1_amd64.deb" \ + "cuda-cublas-dev-${CUDA_MAJOR_DASH}_9.0.176.4-1_amd64.deb" \ + "cuda-cudart-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-cudart-dev-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-curand-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-curand-dev-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-cufft-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-cufft-dev-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-nvrtc-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-nvrtc-dev-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-cusolver-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-cusolver-dev-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-misc-headers-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "libcuda1-${LIBCUDA_MAJOR}_${LIBCUDA_VERSION}_amd64.deb" \ + "nvidia-${LIBCUDA_MAJOR}_${LIBCUDA_VERSION}_amd64.deb" \ + ) + ml_files=( \ + "libcudnn${LIBCUDNN_MAJOR}-dev_${LIBCUDNN_VERSION}_amd64.deb" \ + "libnccl-dev_${LIBNCCL_VERSION}_amd64.deb" \ + ) +elif [[ $VARIANT == cu80* ]]; then + cuda_files=( \ + "cuda-core-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-cublas-${CUDA_MAJOR_DASH}_${CUDA_PATCH_VERSION}_amd64.deb" \ + "cuda-cublas-dev-${CUDA_MAJOR_DASH}_${CUDA_PATCH_VERSION}_amd64.deb" \ + "cuda-cudart-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-cudart-dev-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-curand-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-curand-dev-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-cufft-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-cufft-dev-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-nvrtc-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-nvrtc-dev-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-cusolver-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-cusolver-dev-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-misc-headers-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "libcuda1-${LIBCUDA_MAJOR}_${LIBCUDA_VERSION}_amd64.deb" \ + "nvidia-${LIBCUDA_MAJOR}_${LIBCUDA_VERSION}_amd64.deb" \ + ) + ml_files=( \ + "libcudnn${LIBCUDNN_MAJOR}-dev_${LIBCUDNN_VERSION}_amd64.deb" \ + "libnccl-dev_${LIBNCCL_VERSION}_amd64.deb" \ + ) +elif [[ $VARIANT == cu75* ]]; then + cuda_files=( \ + "cuda-core-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-cublas-${CUDA_MAJOR_DASH}_${CUDA_PATCH_VERSION}_amd64.deb" \ + "cuda-cublas-dev-${CUDA_MAJOR_DASH}_${CUDA_PATCH_VERSION}_amd64.deb" \ + "cuda-cudart-${CUDA_MAJOR_DASH}_${CUDA_PATCH_VERSION}_amd64.deb" \ + "cuda-cudart-dev-${CUDA_MAJOR_DASH}_${CUDA_PATCH_VERSION}_amd64.deb" \ + "cuda-curand-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-curand-dev-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-cufft-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-cufft-dev-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-nvrtc-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-nvrtc-dev-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-cusolver-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-cusolver-dev-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "cuda-misc-headers-${CUDA_MAJOR_DASH}_${CUDA_VERSION}_amd64.deb" \ + "libcuda1-${LIBCUDA_MAJOR}_${LIBCUDA_VERSION}_amd64.deb" \ + "nvidia-${LIBCUDA_MAJOR}_${LIBCUDA_VERSION}_amd64.deb" \ + ) + ml_files=( \ + "libcudnn${LIBCUDNN_MAJOR}-dev_${LIBCUDNN_VERSION}_amd64.deb" \ + ) +fi + + +if [[ ! -d $DEPS_PATH/usr/local/cuda-${CUDA_MAJOR_VERSION} ]]; then + prefix=$DEPS_PATH + + for item in ${cuda_files[*]} + do + echo "Installing $item" + curl -sL "http://developer.download.nvidia.com/compute/cuda/repos/${os_id}/x86_64/${item}" -o package.deb + dpkg -X package.deb ${prefix} + rm package.deb + done + for item in ${ml_files[*]} + do + echo "Installing $item" + curl -sL "http://developer.download.nvidia.com/compute/machine-learning/repos/${os_id}/x86_64/${item}" -o package.deb + dpkg -X package.deb ${prefix} + rm package.deb + done + + cp ${prefix}/usr/include/x86_64-linux-gnu/cudnn_v${LIBCUDNN_MAJOR}.h ${prefix}/include/cudnn.h + ln -s libcudnn_static_v${LIBCUDNN_MAJOR}.a ${prefix}/usr/lib/x86_64-linux-gnu/libcudnn.a + cp ${prefix}/usr/local/cuda-${CUDA_MAJOR_VERSION}/lib64/*.a ${prefix}/lib/ + cp ${prefix}/usr/include/nccl.h ${prefix}/include/nccl.h + ln -s libnccl_static.a ${prefix}/usr/lib/x86_64-linux-gnu/libnccl.a +fi