Triton wheels #321
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| name: Triton wheels | |
| on: | |
| workflow_dispatch: | |
| schedule: | |
| - cron: "5 23 * * *" | |
| permissions: read-all | |
| env: | |
| USE_AOT_DEVLIST: pvc | |
| jobs: | |
| build: | |
| name: Build | |
| runs-on: | |
| - max1100 | |
| - rolling | |
| - runner-0.0.20 | |
| strategy: | |
| matrix: | |
| python: | |
| - "3.9" | |
| - "3.10" | |
| - "3.11" | |
| - "3.12" | |
| fail-fast: false | |
| max-parallel: 2 | |
| defaults: | |
| run: | |
| shell: bash -noprofile --norc -eo pipefail -c "source /opt/intel/oneapi/setvars.sh > /dev/null; source {0}" | |
| steps: | |
| - name: Checkout repository | |
| uses: actions/checkout@v4 | |
| - name: Install Python ${{ matrix.python }} | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: ${{ matrix.python }} | |
| - name: Install Python build dependencies | |
| run: | | |
| # cmake 3.22.1 does not work with the recent torchaudio: https://github.com/intel/intel-xpu-backend-for-triton/issues/2079 | |
| pip install wheel cmake | |
| - name: Setup PyTorch | |
| uses: ./.github/actions/setup-pytorch | |
| with: | |
| repository: pytorch/pytorch | |
| - name: Identify pinned versions | |
| run: | | |
| cd pytorch | |
| echo "TORCHVISION_COMMIT_ID=$(<.github/ci_commit_pins/vision.txt)" | tee -a $GITHUB_ENV | |
| echo "TORCHTEXT_COMMIT_ID=$(<.github/ci_commit_pins/text.txt)" | tee -a $GITHUB_ENV | |
| echo "TORCHAUDIO_COMMIT_ID=$(<.github/ci_commit_pins/audio.txt)" | tee -a $GITHUB_ENV | |
| echo "TRANSFORMERS_VERSION=$(<.ci/docker/ci_commit_pins/huggingface.txt)" | tee -a $GITHUB_ENV | |
| echo "TIMM_COMMIT_ID=$(<.ci/docker/ci_commit_pins/timm.txt)" | tee -a $GITHUB_ENV | |
| - name: Identify Triton commit id | |
| run: | | |
| echo "TRITON_COMMIT_ID=$(git rev-parse HEAD)" >> $GITHUB_ENV | |
| - name: Generate Triton cache key | |
| id: triton-key | |
| run: | | |
| COMPOSITE_KEY=$(echo ${{ matrix.python }} $PYTORCH_VERSION $TRITON_COMMIT_ID | sha256sum - | cut -d\ -f1) | |
| echo "key=triton-$COMPOSITE_KEY" >> $GITHUB_OUTPUT | |
| - name: Load Triton wheels from a cache | |
| id: triton-cache | |
| uses: ./.github/actions/load | |
| with: | |
| path: python/dist | |
| key: ${{ steps.triton-key.outputs.key }} | |
| - name: Build Triton wheels | |
| if: ${{ steps.triton-cache.outputs.status == 'miss' }} | |
| uses: ./.github/actions/setup-triton | |
| with: | |
| command: > | |
| DEBUG=1 | |
| python setup.py bdist_wheel && pip install dist/*.whl | |
| - name: Save Triton wheels to a cache | |
| if: ${{ steps.triton-cache.outputs.status == 'miss' }} | |
| uses: ./.github/actions/save | |
| with: | |
| path: ${{ steps.triton-cache.outputs.path }} | |
| dest: ${{ steps.triton-cache.outputs.dest }} | |
| - name: Install torchvision package | |
| uses: ./.github/actions/install-dependency | |
| with: | |
| package: torchvision | |
| repository: pytorch/vision | |
| ref: ${{ env.TORCHVISION_COMMIT_ID }} | |
| extra-cache-key: ${{ env.PYTORCH_VERSION }} | |
| - name: Install torchtext package | |
| uses: ./.github/actions/install-dependency | |
| with: | |
| package: torchtext | |
| repository: pytorch/text | |
| ref: ${{ env.TORCHTEXT_COMMIT_ID }} | |
| extra-cache-key: ${{ env.PYTORCH_VERSION }} | |
| - name: Install torchaudio package | |
| uses: ./.github/actions/install-dependency | |
| with: | |
| package: torchaudio | |
| repository: pytorch/audio | |
| ref: ${{ env.TORCHAUDIO_COMMIT_ID }} | |
| extra-cache-key: ${{ env.PYTORCH_VERSION }} | |
| - name: Install timm package | |
| uses: ./.github/actions/install-dependency | |
| with: | |
| package: timm | |
| repository: huggingface/pytorch-image-models | |
| ref: ${{ env.TIMM_COMMIT_ID }} | |
| extra-cache-key: ${{ env.PYTORCH_VERSION }} | |
| - name: Install transformers package | |
| uses: ./.github/actions/install-dependency | |
| with: | |
| package: transformers | |
| repository: huggingface/transformers | |
| ref: ${{ env.TRANSFORMERS_VERSION }} | |
| try-tag-prefix: v | |
| extra-cache-key: ${{ env.PYTORCH_VERSION }} | |
| - name: Prepare wheels for upload | |
| run: | | |
| mkdir -p wheels | |
| cp -L pytorch/dist/*.whl wheels/ | |
| cp -L python/dist/*.whl wheels/ | |
| cp -L torchvision*/dist/*.whl wheels/ | |
| cp -L torchtext*/dist/*.whl wheels/ | |
| cp -L torchaudio*/dist/*.whl wheels/ | |
| cp -L timm*/dist/*.whl wheels/ | |
| cp -L transformers*/dist/*.whl wheels/ | |
| ls -lh wheels/ | |
| - name: Report environment details | |
| run: | | |
| TIMESTAMP=$(date '+%Y%m%d') | |
| echo "TIMESTAMP=$TIMESTAMP" >> "${GITHUB_ENV}" | |
| cat <<EOF | tee wheels/.env | |
| TIMESTAMP=$TIMESTAMP | |
| GITHUB_RUN_ID=$GITHUB_RUN_ID | |
| GITHUB_RUN_NUMBER=$GITHUB_RUN_NUMBER | |
| GITHUB_RUN_ATTEMPT=$GITHUB_RUN_ATTEMPT | |
| PYTHON_VERSION=$PYTHON_VERSION | |
| PYTORCH_REPO=$PYTORCH_REPO | |
| PYTORCH_COMMIT_ID=$PYTORCH_COMMIT_ID | |
| LLVM_REPO=llvm/llvm-project | |
| LLVM_COMMIT_ID=$LLVM_COMMIT_ID | |
| TRITON_REPO=intel/intel-xpu-backend-for-triton | |
| TRITON_COMMIT_ID=$TRITON_COMMIT_ID | |
| TORCHVISION_COMMIT_ID=$TORCHVISION_COMMIT_ID | |
| TORCHTEXT_COMMIT_ID=$TORCHTEXT_COMMIT_ID | |
| TORCHAUDIO_COMMIT_ID=$TORCHAUDIO_COMMIT_ID | |
| EOF | |
| - name: Upload PyTorch wheels to artifacts | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: wheels-pytorch-py${{ matrix.python }}-${{ env.TIMESTAMP }} | |
| path: wheels | |
| include-hidden-files: true |