torch 2.0.1 + cuda 11.8.0, torch 2.1.0 + cuda 12.1.1 #63
Workflow file for this run
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name: Build AutoAWQ Wheels with CUDA | |
on: | |
push: | |
branches: | |
- older_cuda_wheels | |
jobs: | |
# release: | |
# # Retrieve tag and create release | |
# name: Create Release | |
# runs-on: ubuntu-latest | |
# outputs: | |
# upload_url: ${{ steps.create_release.outputs.upload_url }} | |
# steps: | |
# - name: Checkout | |
# uses: actions/checkout@v3 | |
# - name: Extract branch info | |
# shell: bash | |
# run: | | |
# echo "release_tag=${GITHUB_REF#refs/*/}" >> $GITHUB_ENV | |
# - name: Create Release | |
# id: create_release | |
# uses: "actions/github-script@v6" | |
# env: | |
# RELEASE_TAG: ${{ env.release_tag }} | |
# with: | |
# github-token: "${{ secrets.GITHUB_TOKEN }}" | |
# script: | | |
# const script = require('.github/workflows/scripts/github_create_release.js') | |
# await script(github, context, core) | |
build_wheels: | |
name: Build AWQ | |
runs-on: ${{ matrix.os }} | |
# needs: release | |
strategy: | |
matrix: | |
os: [ubuntu-20.04, windows-latest] | |
pyver: ["3.8", "3.9", "3.10", "3.11"] | |
cuda: ["11.8.0", "12.1.1"] | |
defaults: | |
run: | |
shell: pwsh | |
env: | |
PYPI_CUDA_VERSION: "12.1.1" | |
CUDA_VERSION: ${{ matrix.cuda }} | |
steps: | |
- name: Free Disk Space | |
uses: jlumbroso/[email protected] | |
if: runner.os == 'Linux' | |
with: | |
tool-cache: false | |
android: true | |
dotnet: true | |
haskell: true | |
large-packages: false | |
docker-images: true | |
swap-storage: false | |
- uses: actions/checkout@v3 | |
- uses: actions/setup-python@v3 | |
with: | |
python-version: ${{ matrix.pyver }} | |
- name: Setup Mamba | |
uses: conda-incubator/[email protected] | |
with: | |
activate-environment: "build" | |
python-version: ${{ matrix.pyver }} | |
miniforge-variant: Mambaforge | |
miniforge-version: latest | |
use-mamba: true | |
add-pip-as-python-dependency: true | |
auto-activate-base: false | |
- name: Install Dependencies | |
run: | | |
# Install CUDA toolkit | |
mamba install -y 'cuda' -c "nvidia/label/cuda-${env:CUDA_VERSION}" | |
# Env variables | |
$env:CUDA_PATH = $env:CONDA_PREFIX | |
$env:CUDA_HOME = $env:CONDA_PREFIX | |
# Install torch | |
$cudaVersion = $env:CUDA_VERSION.Replace('.', '') | |
$cudaVersionPytorch = $cudaVersion.Substring(0, $cudaVersion.Length - 1) | |
if ([int]$cudaVersionPytorch -gt 118) { $pytorchVersion = "torch==2.1.0" } else {$pytorchVersion = "torch==2.0.1"} | |
python -m pip install --upgrade --no-cache-dir $pytorchVersion+cu$cudaVersionPytorch --index-url https://download.pytorch.org/whl/cu$cudaVersionPytorch | |
python -m pip install build setuptools wheel ninja | |
# Print version information | |
python --version | |
python -c "import torch; print('PyTorch:', torch.__version__)" | |
python -c "import torch; print('CUDA:', torch.version.cuda)" | |
python -c "import os; print('CUDA_HOME:', os.getenv('CUDA_HOME', None))" | |
python -c "from torch.utils import cpp_extension; print (cpp_extension.CUDA_HOME)" | |
- name: Build Wheel | |
run: | | |
$env:CUDA_PATH = $env:CONDA_PREFIX | |
$env:CUDA_HOME = $env:CONDA_PREFIX | |
# Only add +cu118 to wheel if not releasing on PyPi | |
if ( $env:CUDA_VERSION -eq $env:PYPI_CUDA_VERSION ){ | |
$env:PYPI_BUILD = 1 | |
} | |
python setup.py sdist bdist_wheel | |
- uses: actions/upload-artifact@v3 | |
with: | |
name: 'wheels' | |
path: ./dist/*.whl | |
# - name: Upload Assets | |
# uses: shogo82148/actions-upload-release-asset@v1 | |
# with: | |
# upload_url: ${{ needs.release.outputs.upload_url }} | |
# asset_path: ./dist/*.whl |