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build wheel workflow
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#!/bin/bash | ||
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CUDA_HOME=/usr/local/cuda-10.2 | ||
LD_LIBRARY_PATH=${CUDA_HOME}/lib64:${LD_LIBRARY_PATH} | ||
PATH=${CUDA_HOME}/bin:${PATH} | ||
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export FORCE_CUDA=1 | ||
export TORCH_CUDA_ARCH_LIST="3.5;5.0+PTX;6.0;7.0;7.5" | ||
export CUDA_HOME=/usr/local/cuda-10.2 |
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#!/bin/bash | ||
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OS=ubuntu1804 | ||
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wget -nv https://developer.download.nvidia.com/compute/cuda/repos/${OS}/x86_64/cuda-${OS}.pin | ||
sudo mv cuda-${OS}.pin /etc/apt/preferences.d/cuda-repository-pin-600 | ||
wget -nv https://developer.download.nvidia.com/compute/cuda/10.2/Prod/local_installers/cuda-repo-${OS}-10-2-local-10.2.89-440.33.01_1.0-1_amd64.deb | ||
sudo dpkg -i cuda-repo-${OS}-10-2-local-10.2.89-440.33.01_1.0-1_amd64.deb | ||
sudo apt-key add /var/cuda-repo-10-2-local-10.2.89-440.33.01/7fa2af80.pub | ||
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sudo apt-get -qq update | ||
sudo apt install cuda cuda-nvcc-10-2 cuda-libraries-dev-10-2 | ||
sudo apt clean | ||
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rm -f https://developer.download.nvidia.com/compute/cuda/10.2/Prod/local_installers/cuda-repo-${OS}-10-2-local-10.2.89-440.33.01_1.0-1_amd64.deb |
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#!/bin/bash | ||
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CUDA_HOME=/usr/local/cuda-11.3 | ||
LD_LIBRARY_PATH=${CUDA_HOME}/lib64:${LD_LIBRARY_PATH} | ||
PATH=${CUDA_HOME}/bin:${PATH} | ||
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export FORCE_CUDA=1 | ||
export TORCH_CUDA_ARCH_LIST="3.5;5.0+PTX;6.0;7.0;7.5;8.0;8.6" | ||
export CUDA_HOME=/usr/local/cuda-11.3 |
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#!/bin/bash | ||
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OS=ubuntu1804 | ||
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wget -nv https://developer.download.nvidia.com/compute/cuda/repos/${OS}/x86_64/cuda-${OS}.pin | ||
sudo mv cuda-${OS}.pin /etc/apt/preferences.d/cuda-repository-pin-600 | ||
wget -nv https://developer.download.nvidia.com/compute/cuda/11.3.0/local_installers/cuda-repo-${OS}-11-3-local_11.3.0-465.19.01-1_amd64.deb | ||
sudo dpkg -i cuda-repo-${OS}-11-3-local_11.3.0-465.19.01-1_amd64.deb | ||
sudo apt-key add /var/cuda-repo-${OS}-11-3-local/7fa2af80.pub | ||
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sudo apt-get -qq update | ||
sudo apt install cuda cuda-nvcc-11-3 cuda-libraries-dev-11-3 | ||
sudo apt clean | ||
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rm -f https://developer.download.nvidia.com/compute/cuda/11.3.0/local_installers/cuda-repo-${OS}-11-3-local_11.3.0-465.19.01-1_amd64.deb |
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#!/bin/bash | ||
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CUDA_HOME=/usr/local/cuda-11.6 | ||
LD_LIBRARY_PATH=${CUDA_HOME}/lib64:${LD_LIBRARY_PATH} | ||
PATH=${CUDA_HOME}/bin:${PATH} | ||
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export FORCE_CUDA=1 | ||
export TORCH_CUDA_ARCH_LIST="3.5;5.0+PTX;6.0;7.0;7.5;8.0;8.6" | ||
export CUDA_HOME=/usr/local/cuda-11.6 |
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#!/bin/bash | ||
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OS=ubuntu1804 | ||
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wget -nv https://developer.download.nvidia.com/compute/cuda/repos/${OS}/x86_64/cuda-${OS}.pin | ||
sudo mv cuda-${OS}.pin /etc/apt/preferences.d/cuda-repository-pin-600 | ||
wget -nv https://developer.download.nvidia.com/compute/cuda/11.6.2/local_installers/cuda-repo-${OS}-11-6-local_11.6.2-510.47.03-1_amd64.deb | ||
sudo dpkg -i cuda-repo-${OS}-11-6-local_11.6.2-510.47.03-1_amd64.deb | ||
sudo apt-key add /var/cuda-repo-${OS}-11-6-local/7fa2af80.pub | ||
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sudo apt-get -qq update | ||
sudo apt install cuda cuda-nvcc-11-6 cuda-libraries-dev-11-6 | ||
sudo apt clean | ||
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rm -f https://developer.download.nvidia.com/compute/cuda/11.5.2/local_installers/cuda-repo-${OS}-11-6-local_11.6.2-510.47.03-1_amd64.deb |
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export LANG C.UTF-8 | ||
export OFED_VERSION=5.3-1.0.0.1 | ||
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sudo apt-get update && \ | ||
sudo apt-get install -y --no-install-recommends \ | ||
software-properties-common \ | ||
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sudo apt-get install -y --no-install-recommends \ | ||
build-essential \ | ||
apt-utils \ | ||
ca-certificates \ | ||
wget \ | ||
git \ | ||
vim \ | ||
libssl-dev \ | ||
curl \ | ||
unzip \ | ||
unrar \ | ||
cmake \ | ||
net-tools \ | ||
sudo \ | ||
autotools-dev \ | ||
rsync \ | ||
jq \ | ||
openssh-server \ | ||
tmux \ | ||
screen \ | ||
htop \ | ||
pdsh \ | ||
openssh-client \ | ||
lshw \ | ||
dmidecode \ | ||
util-linux \ | ||
automake \ | ||
autoconf \ | ||
libtool \ | ||
net-tools \ | ||
pciutils \ | ||
libpci-dev \ | ||
libaio-dev \ | ||
libcap2 \ | ||
libtinfo5 \ | ||
fakeroot \ | ||
devscripts \ | ||
debhelper \ | ||
nfs-common | ||
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# wget -O ~/miniconda.sh https://repo.continuum.io/miniconda/Miniconda3-latest-Linux-x86_64.sh && \ | ||
# chmod +x ~/miniconda.sh && \ | ||
# ~/miniconda.sh -b -p /opt/conda && \ | ||
# rm ~/miniconda.sh | ||
# export PATH=/opt/conda/bin:$PATH |
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# This workflow will upload a Python Package to Release asset | ||
# For more information see: https://help.github.com/en/actions/language-and-framework-guides/using-python-with-github-actions#publishing-to-package-registries | ||
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name: Python Package | ||
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on: | ||
# create: | ||
# tags: | ||
# - '**' | ||
push: | ||
branch: | ||
publish | ||
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jobs: | ||
release: | ||
name: Create Release | ||
runs-on: ubuntu-latest | ||
steps: | ||
- name: Get the tag version | ||
id: extract_branch | ||
run: echo ::set-output name=branch::${GITHUB_REF#refs/tags/} | ||
shell: bash | ||
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- name: Create Release | ||
id: create_release | ||
uses: actions/create-release@v1 | ||
env: | ||
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} | ||
with: | ||
tag_name: ${{ steps.extract_branch.outputs.branch }} | ||
release_name: ${{ steps.extract_branch.outputs.branch }} | ||
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wheel: | ||
name: Build Wheel | ||
runs-on: ${{ matrix.os }} | ||
needs: release | ||
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strategy: | ||
fail-fast: false | ||
matrix: | ||
# os: [ubuntu-20.04] | ||
os: [ubuntu-18.04] | ||
python-version: ['3.7', '3.8', '3.9', '3.10'] | ||
torch-version: [1.11.0, 1.12.0, 1.12.1] | ||
cuda-version: ['113', '116'] | ||
exclude: | ||
- torch-version: 1.11.0 | ||
cuda-version: '116' | ||
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steps: | ||
- name: Checkout | ||
uses: actions/checkout@v3 | ||
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- name: Set up Python | ||
uses: actions/setup-python@v3 | ||
with: | ||
python-version: ${{ matrix.python-version }} | ||
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- name: Set up Linux Env | ||
if: ${{ runner.os == 'Linux' }} | ||
run: | | ||
sudo rm -rf /usr/share/dotnet | ||
bash .github/workflows/env.sh | ||
echo ${{ needs.create_release.outputs.upload_url }} | ||
echo ${{ needs.steps.extract_branch.outputs.upload_url }} | ||
shell: | ||
bash | ||
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- name: Install CUDA ${{ matrix.cuda-version }} | ||
if: ${{ matrix.cuda-version != 'cpu' }} | ||
run: | | ||
bash .github/workflows/cuda/cu${{ matrix.cuda-version }}-${{ runner.os }}.sh | ||
shell: | ||
bash | ||
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- name: Check GPU Env | ||
if: ${{ matrix.cuda-version != 'cpu' }} | ||
run: | | ||
source .github/workflows/cuda/cu${{ matrix.cuda-version }}-${{ runner.os }}-env.sh | ||
nvcc --version | ||
shell: | ||
bash | ||
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- name: Install PyTorch ${{ matrix.torch-version }}+cu${{ matrix.cuda-version }} | ||
run: | | ||
pip install numpy pyyaml scipy ipython mkl mkl-include ninja cython typing pandas typing-extensions dataclasses && conda clean -ya | ||
pip install --no-index --no-cache-dir torch==${{ matrix.torch-version }} -f https://download.pytorch.org/whl/cu${{ matrix.cuda-version }}/torch_stable.html | ||
python --version | ||
python -c "import torch; print('PyTorch:', torch.__version__)" | ||
python -c "import torch; print('CUDA:', torch.version.cuda)" | ||
python -c "from torch.utils import cpp_extension; print (cpp_extension.CUDA_HOME)" | ||
shell: | ||
bash | ||
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- name: Get the tag version | ||
id: extract_branch | ||
run: echo ::set-output name=branch::${GITHUB_REF#refs/tags/} | ||
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- name: Get Release with tag | ||
id: get_current_release | ||
uses: joutvhu/get-release@v1 | ||
with: | ||
tag_name: ${{ steps.extract_branch.outputs.branch }} | ||
env: | ||
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} | ||
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- name: Build wheel | ||
run: | | ||
export FORCE_CUDA="1" | ||
export PATH=/usr/local/nvidia/bin:/usr/local/nvidia/lib64:$PATH | ||
export LD_LIBRARY_PATH=/usr/local/nvidia/lib64:/usr/local/cuda/lib64:$LD_LIBRARY_PATH | ||
export CUDA_INSTALL_DIR=/usr/local/cuda-11.3$CUDA_INSTALL_DIR | ||
pip install wheel | ||
python setup.py bdist_wheel --dist-dir=dist | ||
tmpname=cu${{ matrix.cuda-version }}torch${{ matrix.torch-version }} | ||
wheel_name=$(ls dist/*whl | xargs -n 1 basename | sed "s/-/+$tmpname-/2") | ||
ls dist/*whl |xargs -I {} mv {} ${wheel_name} | ||
echo "wheel_name=${wheel_name}" >> $GITHUB_ENV | ||
- name: Upload Release Asset | ||
id: upload_release_asset | ||
uses: actions/upload-release-asset@v1 | ||
env: | ||
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} | ||
with: | ||
upload_url: ${{ steps.get_current_release.outputs.upload_url }} | ||
asset_path: ./${{env.wheel_name}} | ||
asset_name: ${{env.wheel_name}} | ||
asset_content_type: application/* |