Add support for locking kernels #46
Workflow file for this run
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| name: Docker Build Matrix | |
| on: | |
| push: | |
| branches: [main] | |
| pull_request: | |
| branches: [main] | |
| types: [opened, synchronize, reopened] # trigger on PRs | |
| workflow_dispatch: | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} | |
| cancel-in-progress: true | |
| jobs: | |
| build: | |
| name: Build Docker Image | |
| runs-on: | |
| group: aws-g6-24xlarge | |
| permissions: | |
| contents: read | |
| packages: write | |
| strategy: | |
| max-parallel: 4 | |
| matrix: | |
| # python: ["3.10", "3.11", "3.12"] | |
| # ubuntu: ["18.04", "20.04", "22.04"] | |
| # cuda: ["11.8.0", "12.1.0", "12.2.0", "12.4.0", "12.6.0"] | |
| # torch: ["2.4.0", "2.5.0"] | |
| include: | |
| - ubuntu: "18.04" | |
| cuda: "11.8.0" | |
| torch: "2.4.0" | |
| python: "3.10" | |
| - ubuntu: "22.04" | |
| cuda: "12.4.0" | |
| torch: "2.5.1" | |
| python: "3.12" | |
| steps: | |
| - name: Checkout code | |
| uses: actions/checkout@v4 | |
| - name: Set up Docker Buildx | |
| uses: docker/setup-buildx-action@v3 | |
| - name: Generate Docker metadata | |
| id: meta | |
| uses: docker/metadata-action@v5 | |
| with: | |
| images: ghcr.io/${{ github.repository }}/hf_kernels | |
| tags: | | |
| type=raw,value=${{ matrix.cuda }}-${{ matrix.torch }}-python${{ matrix.python }}-ubuntu${{ matrix.ubuntu }} | |
| type=sha,prefix=${{ matrix.cuda }}-${{ matrix.torch }}-python${{ matrix.python }}-ubuntu${{ matrix.ubuntu }}- | |
| - name: Build Docker image | |
| uses: docker/build-push-action@v5 | |
| with: | |
| context: . | |
| file: docker/Dockerfile | |
| platforms: linux/amd64 | |
| build-args: | | |
| PYTHON_VERSION=${{ matrix.python }} | |
| UBUNTU_VERSION=${{ matrix.ubuntu }} | |
| CUDA_VERSION=${{ matrix.cuda }} | |
| TORCH_VERSION=${{ matrix.torch }} | |
| push: false | |
| load: true | |
| tags: ${{ steps.meta.outputs.tags }} | |
| labels: ${{ steps.meta.outputs.labels }} | |
| cache-from: type=gha,name=hf-kernels-cache-${{ matrix.ubuntu }}-${{ matrix.python }}-${{ matrix.cuda }}-${{ matrix.torch }} | |
| cache-to: type=gha,name=hf-kernels-cache-${{ matrix.ubuntu }}-${{ matrix.python }}-${{ matrix.cuda }}-${{ matrix.torch }} | |
| - name: Save Docker image | |
| run: | | |
| IMAGE_TAG="${{ steps.meta.outputs.tags }}" | |
| # Get the first tag if multiple tags are present | |
| FIRST_TAG=$(echo "$IMAGE_TAG" | head -n 1) | |
| docker save -o /tmp/docker-image-${{ matrix.cuda }}-${{ matrix.torch }}-python${{ matrix.python }}-ubuntu${{ matrix.ubuntu }}.tar "$FIRST_TAG" | |
| # Note: recommended to upload images via artifacts to share acrross jobs | |
| # https://docs.docker.com/build/ci/github-actions/share-image-jobs/ | |
| - name: Upload Docker image artifact | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: docker-image-${{ matrix.cuda }}-${{ matrix.torch }}-python${{ matrix.python }}-ubuntu${{ matrix.ubuntu }} | |
| path: /tmp/docker-image-${{ matrix.cuda }}-${{ matrix.torch }}-python${{ matrix.python }}-ubuntu${{ matrix.ubuntu }}.tar | |
| retention-days: 1 | |
| test: | |
| needs: build | |
| name: Test Docker Images | |
| runs-on: | |
| group: aws-g6-12xlarge-plus | |
| steps: | |
| - name: Checkout code | |
| uses: actions/checkout@v4 | |
| - name: Download all Docker images | |
| uses: actions/download-artifact@v4 | |
| with: | |
| pattern: docker-image-* | |
| path: /tmp | |
| merge-multiple: true | |
| - name: Load and test Docker images | |
| run: | | |
| for image_tar in /tmp/docker-image-*.tar; do | |
| echo "Processing image $image_tar" | |
| # Extract the version tag from the filename without the 'docker-image-' prefix | |
| docker_tag=$(basename $image_tar .tar | sed 's/^docker-image-//') | |
| echo "Loading image with tag $docker_tag" | |
| docker load -i $image_tar | |
| echo "Loaded image $docker_tag" | |
| docker run --gpus all \ | |
| -v /home/runner/_work/hf-kernels/hf-kernels/tests:/workspace/tests \ | |
| ghcr.io/huggingface/hf-kernels/hf_kernels:$docker_tag | |
| echo "Tested image $docker_tag" | |
| done |