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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 via CMX' | ||
| on: | ||
| pull_request_target: | ||
| branches: [ "main", "master", "dev"] | ||
| paths: | ||
| - '.github/workflows/test-cmx-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: ${{ matrix.python-version }} | ||
| - name: Install dependencies | ||
| run: | | ||
| python3 -m pip install cmx4mlops | ||
| - name: Configure git longpaths (Windows) | ||
| if: matrix.os == 'windows-latest' | ||
| run: | | ||
| git config --system core.longpaths true | ||
| - name: Test MLPerf Inference ResNet50 (Windows) | ||
| if: matrix.os == 'windows-latest' | ||
| run: | | ||
| # cm run script --tags=run-mlperf,inference,_submission,_short --submitter="MLCommons" --hw_name=gh_${{ matrix.os }}_x86 --model=resnet50 --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 | ||
| cmx 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=${{ matrix.backend }} --device=cpu --scenario=Offline --test_query_count=500 --target_qps=1 --quiet | ||
| - name: Test MLPerf Inference ResNet50 (Linux/macOS) | ||
| if: matrix.os != 'windows-latest' | ||
| run: | | ||
| # cm run script --tags=run-mlperf,inference,_submission,_short --submitter="MLCommons" --hw_name=gh_${{ matrix.os }}_x86 --model=resnet50 --implementation=${{ matrix.implementation }} --backend=${{ matrix.backend }} --device=cpu --scenario=Offline --test_query_count=500 --target_qps=1 -v --quiet | ||
| cmx 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 == 'ctuning' | ||
| 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" | ||
| cmx run script --tags=push,github,mlperf,inference,submission --repo_url="https://github.com/ctuning/test_mlperf_inference_submissions" --repo_branch=main --commit_message="Results from R50 GH action on ${{ matrix.os }}" --quiet | ||
