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building.yml
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name: Building Wheels
on: [workflow_dispatch]
jobs:
wheel:
runs-on: ${{ matrix.os }}
environment: production
strategy:
fail-fast: false
matrix:
os: [ubuntu-20.04, windows-2019]
# support version based on: https://download.pytorch.org/whl/torch/
python-version: ['3.7', '3.8', '3.9', '3.10', '3.11']
torch-version: [1.11.0, 1.12.0, 1.13.0, 2.0.0]
cuda-version: ['cu113', 'cu115', 'cu116', 'cu117', 'cu118']
exclude:
- torch-version: 1.11.0
python-version: '3.11'
- torch-version: 1.11.0
cuda-version: 'cu116'
- torch-version: 1.11.0
cuda-version: 'cu117'
- torch-version: 1.11.0
cuda-version: 'cu118'
- torch-version: 1.12.0
python-version: '3.11'
- torch-version: 1.12.0
cuda-version: 'cu115'
- torch-version: 1.12.0
cuda-version: 'cu117'
- torch-version: 1.12.0
cuda-version: 'cu118'
- torch-version: 1.13.0
cuda-version: 'cu102'
- torch-version: 1.13.0
cuda-version: 'cu113'
- torch-version: 1.13.0
cuda-version: 'cu115'
- torch-version: 1.13.0
cuda-version: 'cu118'
- torch-version: 2.0.0
python-version: '3.7'
- torch-version: 2.0.0
cuda-version: 'cu102'
- torch-version: 2.0.0
cuda-version: 'cu113'
- torch-version: 2.0.0
cuda-version: 'cu115'
- torch-version: 2.0.0
cuda-version: 'cu116'
- os: windows-2019
cuda-version: 'cu102'
- os: windows-2019
torch-version: 1.13.0
python-version: '3.11'
# - os: windows-2019
# torch-version: 1.13.0
# cuda-version: 'cu117'
# python-version: '3.9'
steps:
- uses: actions/checkout@v3
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v4
with:
python-version: ${{ matrix.python-version }}
- name: Upgrade pip
run: |
pip install --upgrade setuptools
pip install ninja
- name: Free up disk space
if: ${{ runner.os == 'Linux' }}
run: |
sudo rm -rf /usr/share/dotnet
- name: Install CUDA ${{ matrix.cuda-version }}
if: ${{ matrix.cuda-version != 'cpu' }}
run: |
bash .github/workflows/cuda/${{ runner.os }}.sh ${{ matrix.cuda-version }}
- name: Install PyTorch ${{ matrix.torch-version }}+${{ matrix.cuda-version }}
run: |
pip install torch==${{ matrix.torch-version }} --extra-index-url https://download.pytorch.org/whl/${{ matrix.cuda-version }}
python -c "import torch; print('PyTorch:', torch.__version__)"
python -c "import torch; print('CUDA:', torch.version.cuda)"
python -c "import torch; print('CUDA Available:', torch.cuda.is_available())"
- name: Patch PyTorch static constexpr on Windows
if: ${{ runner.os == 'Windows' }}
run: |
Torch_DIR=`python -c 'import os; import torch; print(os.path.dirname(torch.__file__))'`
sed -i '31,38c\
TORCH_API void lazy_init_num_threads();' ${Torch_DIR}/include/ATen/Parallel.h
shell: bash
- name: Set version
if: ${{ runner.os != 'macOS' }}
run: |
VERSION=`sed -n 's/^__version__ = "\(.*\)"/\1/p' nerfacc/version.py`
TORCH_VERSION=`echo "pt${{ matrix.torch-version }}" | sed "s/..$//" | sed "s/\.//g"`
CUDA_VERSION=`echo ${{ matrix.cuda-version }}`
echo "New version name: $VERSION+$TORCH_VERSION$CUDA_VERSION"
sed -i "s/$VERSION/$VERSION+$TORCH_VERSION$CUDA_VERSION/" nerfacc/version.py
shell:
bash
- name: Install main package for CPU
if: ${{ matrix.cuda-version == 'cpu' }}
run: |
BUILD_NO_CUDA=1 pip install .
- name: Build wheel
run: |
pip install wheel
source .github/workflows/cuda/${{ runner.os }}-env.sh ${{ matrix.cuda-version }}
python setup.py bdist_wheel --dist-dir=dist
shell: bash # `source` does not exist in windows powershell
- name: Test wheel
run: |
cd dist
ls -lah
pip install *.whl
python -c "import nerfacc; print('nerfacc:', nerfacc.__version__)"
cd ..
shell: bash # `ls -lah` does not exist in windows powershell
- name: Configure AWS
uses: aws-actions/configure-aws-credentials@v2
with:
aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
aws-region: us-west-2
- name: Upload wheel
run: |
aws s3 sync dist s3://nerfacc-bucket/whl/torch-${{ matrix.torch-version }}_${{ matrix.cuda-version }} --grants read=uri=http://acs.amazonaws.com/groups/global/AllUsers
update_aws_listing:
needs: [wheel]
runs-on: ubuntu-latest
environment: production
steps:
- uses: actions/checkout@v3
- name: Set up Python
uses: actions/setup-python@v4
with:
python-version: 3.9
- name: Upgrade pip
run: |
pip install boto3
- name: Update AWS listing
run: |
python scripts/run_aws_listing.py \
--bucket="nerfacc-bucket" \
--region="us-west-2"
env:
AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }}
AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }}