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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 bert (deepsparse, tf, onnxruntime, pytorch) | |
| on: | |
| pull_request: | |
| branches: [ "main", "dev", "mlperf-inference" ] | |
| paths: | |
| - '.github/workflows/test-mlperf-inference-bert-deepsparse-tf-onnxruntime-pytorch.yml' | |
| - '**' | |
| - '!**.md' | |
| jobs: | |
| build: | |
| runs-on: ubuntu-latest | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| # 3.12 didn't work on 20240305 - need to check | |
| python-version: [ "3.11" ] | |
| backend: [ "deepsparse", "tf", "onnxruntime", "pytorch" ] | |
| precision: [ "int8", "fp32" ] | |
| exclude: | |
| - backend: tf | |
| - backend: pytorch | |
| - backend: onnxruntime | |
| - precision: fp32 | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - 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=${{ github.event.pull_request.head.ref }} | |
| cm run script --quiet --tags=get,sys-utils-cm | |
| - name: Test MLPerf Inference Bert (DeepSparse, TF, ONNX, PyTorch) | |
| run: | | |
| cm run script --tags=run,mlperf,inference,generate-run-cmds,_submission,_short --submitter="cTuning" --model=bert-99 --backend=${{ matrix.backend }} --device=cpu --scenario=Offline --test_query_count=5 --precision=${{ matrix.precision }} --target_qps=1 -v --quiet |