forked from apache/mxnet
-
Notifications
You must be signed in to change notification settings - Fork 0
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
script for installing gpu libraries and build tools (apache#13646)
- Loading branch information
Showing
1 changed file
with
254 additions
and
0 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -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 |