object detection recipe and MS tests (#278) #798
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| name: Model Servers | |
| on: | |
| pull_request: | |
| branches: | |
| - main | |
| paths: | |
| - ./model_servers/** | |
| - .github/workflows/model_servers.yaml | |
| push: | |
| branches: | |
| - main | |
| paths: | |
| - ./model_servers/ | |
| - .github/workflows/model_servers.yaml | |
| workflow_dispatch: | |
| env: | |
| REGISTRY: ghcr.io | |
| REGISTRY_ORG: containers | |
| jobs: | |
| model-servers-buid-and-push: | |
| if: "!contains(github.event.pull_request.labels.*.name, 'hold-tests')" | |
| strategy: | |
| matrix: | |
| include: | |
| - image_name: llamacpp_python | |
| model: granite | |
| flavor: base | |
| directory: llamacpp_python | |
| platforms: linux/amd64,linux/arm64 | |
| no_gpu: 1 | |
| - image_name: llamacpp_python_cuda | |
| model: granite | |
| flavor: cuda | |
| directory: llamacpp_python | |
| platforms: linux/amd64 | |
| cuda: 1 | |
| - image_name: whispercpp | |
| model: whisper-small | |
| flavor: base | |
| directory: whispercpp | |
| platforms: linux/amd64,linux/arm64 | |
| no_gpu: 1 | |
| - image_name: object_detection_python | |
| model: facebook-detr-resnet-101 | |
| flavor: base | |
| directory: object_detection_python | |
| platforms: linux/amd64,linux/arm64 | |
| no_gpu: 1 | |
| runs-on: ubuntu-22.04 | |
| permissions: | |
| contents: read | |
| packages: write | |
| services: | |
| registry: | |
| image: registry:2.8.3 | |
| ports: | |
| - 5000:5000 | |
| steps: | |
| - name: Remove unnecessary files | |
| run: | | |
| sudo rm -rf /usr/share/dotnet | |
| sudo rm -rf "$AGENT_TOOLSDIRECTORY" | |
| - uses: actions/checkout@v4.1.5 | |
| - name: Install qemu dependency | |
| run: | | |
| sudo apt-get update | |
| sudo apt-get install -y qemu-user-static | |
| - name: Build Image | |
| id: build_image | |
| uses: redhat-actions/buildah-build@v2.13 | |
| with: | |
| image: ${{ env.REGISTRY }}/${{ github.repository_owner}}/${{ matrix.image_name }} | |
| platforms: ${{ matrix.platforms }} | |
| tags: latest | |
| containerfiles: ./model_servers/${{ matrix.directory }}/${{ matrix.flavor }}/Containerfile | |
| context: model_servers/${{ matrix.directory }}/ | |
| - name: Download model | |
| working-directory: ./models | |
| run: make download-model-${{ matrix.model }} | |
| - name: Set up Python | |
| uses: actions/setup-python@v5.1.0 | |
| with: | |
| python-version: '3.11' | |
| - name: Install python dependencies | |
| working-directory: ./model_servers/${{ matrix.directory }}/ | |
| run: make install | |
| - name: Run non-gpu tests | |
| working-directory: ./model_servers/${{ matrix.directory }}/ | |
| if: ${{ matrix.no_gpu }} | |
| run: make test REGISTRY=${{ env.REGISTRY }} IMAGE_NAME=${{ env.REGISTRY_ORG }}/${{ matrix.image_name}}:latest | |
| - name: Login to Container Registry | |
| if: github.event_name == 'push' && github.ref == 'refs/heads/main' | |
| uses: redhat-actions/podman-login@v1.7 | |
| with: | |
| registry: ${{ env.REGISTRY }} | |
| username: ${{ github.actor }} | |
| password: ${{ secrets.GITHUB_TOKEN }} | |
| - name: Push image | |
| if: github.event_name == 'push' && github.ref == 'refs/heads/main' | |
| uses: redhat-actions/push-to-registry@v2.8 | |
| with: | |
| image: ${{ steps.build_image.outputs.image }} | |
| tags: ${{ steps.build_image.outputs.tags }} | |
| registry: ${{ env.REGISTRY }} |