Fixes #261 partially #608
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| # This workflow will install Python dependencies, run tests and lint with a variety of Python versions | |
| # For more information see: https://help.github.com/actions/language-and-framework-guides/using-python-with-github-actions | |
| name: MLPerf inference ResNet50 | |
| on: | |
| pull_request_target: | |
| branches: [ "main", "dev", "mlperf-inference" ] | |
| paths: | |
| - '.github/workflows/test-mlperf-inference-resnet50.yml' | |
| - '**' | |
| - '!**.md' | |
| jobs: | |
| build: | |
| runs-on: ${{ matrix.os }} | |
| env: | |
| CM_INDEX: "on" | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| os: [ubuntu-latest, windows-latest, macos-latest] | |
| python-version: [ "3.12" ] | |
| backend: [ "onnxruntime", "tf" ] | |
| implementation: [ "python", "cpp" ] | |
| exclude: | |
| - backend: tf | |
| implementation: cpp | |
| - os: macos-latest | |
| backend: tf | |
| - os: windows-latest | |
| implementation: cpp | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v3 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Install dependencies | |
| run: | | |
| python3 -m pip install cmind | |
| cm pull repo --url=${{ github.event.pull_request.head.repo.html_url }} --checkout=${{ github.event.pull_request.head.ref }} | |
| - name: Test MLPerf Inference ResNet50 (Windows) | |
| if: matrix.os == 'windows-latest' | |
| run: | | |
| git config --system core.longpaths true | |
| cm run script --tags=run-mlperf,inference,_submission,_short --submitter="MLCommons" --hw_name=gh_${{ matrix.os }}_x86 --model=resnet50 --adr.loadgen.tags=_from-pip --pip_loadgen=yes --implementation=${{ matrix.implementation }} --backend=${{ matrix.backend }} --device=cpu --scenario=Offline --test_query_count=500 --target_qps=1 -v --quiet | |
| - name: Test MLPerf Inference ResNet50 (Linux/macOS) | |
| if: matrix.os != 'windows-latest' | |
| run: | | |
| cm run script --tags=run-mlperf,inference,_submission,_short --submitter="MLCommons" --hw_name=gh_${{ matrix.os }}_x86 --model=resnet50 --implementation=${{ matrix.implementation }} --backend=${{ matrix.backend }} --device=cpu --scenario=Offline --test_query_count=500 --target_qps=1 -v --quiet | |
| - name: Push Results | |
| if: github.repository_owner == 'gateoverflow' | |
| env: | |
| USER: "GitHub Action" | |
| EMAIL: "[email protected]" | |
| GITHUB_TOKEN: ${{ secrets.TEST_RESULTS_GITHUB_TOKEN }} | |
| run: | | |
| git config --global user.name "${{ env.USER }}" | |
| git config --global user.email "${{ env.EMAIL }}" | |
| git config --global credential.https://github.com.helper "" | |
| git config --global credential.https://github.com.helper "!gh auth git-credential" | |
| git config --global credential.https://gist.github.com.helper "" | |
| git config --global credential.https://gist.github.com.helper "!gh auth git-credential" | |
| cm run script --tags=push,github,mlperf,inference,submission --repo_url=https://github.com/gateoverflow/mlperf_inference_test_submissions_v5.0 --repo_branch=main --commit_message="Results from R50 GH action on ${{ matrix.os }}" --quiet |