Sync Dev #71
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| name: 'MLPerf inference resnet50' | |
| on: | |
| pull_request: | |
| branches: [ "main", "dev" ] | |
| paths: | |
| - '.github/workflows/mlperf-inference-resnet50.yml' | |
| - '**' | |
| - '!**.md' | |
| jobs: | |
| build: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| python-version: ["3.12", "3.11", "3.8"] | |
| on: [ubuntu-latest, macos-latest, windows-latest] | |
| backend: [ "onnxruntime", "tf" ] | |
| implementation: [ "python", "cpp" ] | |
| exclude: | |
| - backend: tf | |
| implementation: cpp | |
| - on: windows-latest | |
| implementation: cpp | |
| runs-on: "${{ matrix.on }}" | |
| steps: | |
| - uses: actions/checkout@v4 | |
| with: | |
| ref: ${{ github.event.pull_request.head.sha }} | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v3 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Install dependencies | |
| run: | | |
| python -m pip install --upgrade pip | |
| python -m pip install --ignore-installed --verbose pip setuptools | |
| python -m pip install . | |
| mlc pull repo mlcommons@mlperf-automations --branch=dev | |
| - name: Test MLPerf inference ResNet50 on Windows (prebuilt loadgen) | |
| if: runner.os == 'Windows' | |
| run: | | |
| mlc run script --tags=run-mlperf,inference,_submission,_short --submitter="MLCommons" --hw_name=gh_action --model=resnet50 --implementation=${{ matrix.implementation }} --backend=${{ matrix.backend }} --device=cpu --scenario=Offline --test_query_count=100 --target_qps=1 -v --quiet --adr.loadgen.tags=_from-pip --pip_loadgen=yes | |
| - name: Test MLPerf inference ResNet50 on Unix systems | |
| if: runner.os != 'Windows' | |
| run: | | |
| mlc run script --tags=run-mlperf,inference,_submission,_short --submitter="MLCommons" --hw_name=gh_action --model=resnet50 --implementation=${{ matrix.implementation }} --backend=${{ matrix.backend }} --device=cpu --scenario=Offline --test_query_count=100 --target_qps=1 -v --quiet |