Llm large reference #576
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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: Test for MLPerf inference resnet50 submission generation using CM script automation | |
| on: | |
| pull_request: | |
| branches: [ "master", "dev" ] | |
| paths: | |
| - vision/classification_and_detection/** | |
| - loadgen/** | |
| - tools/submission/** | |
| - .github/workflows/test-resnet50.yml | |
| - '!**.md' | |
| env: | |
| PR_HEAD_REF: ${{ github.event.pull_request.head.ref }} | |
| jobs: | |
| build: | |
| runs-on: ubuntu-latest | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| python-version: [ "3.9" ] | |
| backend: [ "onnxruntime", "tf" ] | |
| loadgen-flag: [ "", "--adr.loadgen.tags=_from-pip --pip_loadgen=yes" ] | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v3 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Install dependencies | |
| run: | | |
| python3 -m pip install cm4mlops | |
| - name: Test Resnet50 and end to end submission generation | |
| run: | | |
| cm run script --tags=run,mlperf,inference,generate-run-cmds,_submission,_short --quiet --submitter="MLCommons" --hw_name=default --model=resnet50 --implementation=reference --backend=${{ matrix.backend }} --device=cpu --scenario=Offline --test_query_count=500 --adr.compiler.tags=gcc --adr.inference-src.tags=_branch.$PR_HEAD_REF,_repo.${{ github.event.pull_request.head.repo.html_url }} --adr.inference-src.version=custom --adr.loadgen.version=custom ${{ matrix.loadgen-flag }} |