Merge from CTuning #1143
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| # 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 | |
| on: | |
| pull_request: | |
| branches: [ "master", "dev" ] | |
| paths: | |
| - '.github/workflows/test-mlperf-inference-bert.yml' | |
| - 'cm-mlops/**' | |
| - '!cm-mlops/**.md' | |
| jobs: | |
| build: | |
| runs-on: ubuntu-latest | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| python-version: [ "3.9" ] | |
| 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=${{ github.event.pull_request.head.ref }} | |
| cm run script --quiet --tags=get,sys-utils-cm | |
| - name: Test MLPerf Inference Bert | |
| run: | | |
| cm run script --tags=run,mlperf,inference,generate-run-cmds,_submission,_short --submitter="cTuning" --model=bert-99 --backend=${{ matrix.backend }} --device=cpu --scenario=Offline --test_query_count=5 --precision=${{ matrix.precision }} --target_qps=1 -v --quiet |