Add llama3.1-8b reference implementation #1153
Workflow file for this run
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| name: MLPerf inference retinanet | |
| on: | |
| pull_request_target: | |
| branches: [ "main", "dev" ] | |
| paths: | |
| - '.github/workflows/test-mlperf-inference-retinanet.yml' | |
| - '**' | |
| - '!**.md' | |
| jobs: | |
| mlc-run: | |
| runs-on: ${{ matrix.os }} | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| os: [ubuntu-latest, windows-latest, macos-latest] | |
| python-version: [ "3.12" ] | |
| backend: [ "onnxruntime", "pytorch" ] | |
| implementation: [ "python", "cpp" ] | |
| compiler-string: [ "", "--adr.compiler.tags=aocc --env.MLC_AOCC_ACCEPT_EULA=yes" ] | |
| exclude: | |
| - backend: pytorch | |
| implementation: cpp | |
| - os: windows-latest | |
| implementation: cpp | |
| - os: macos-latest | |
| implementation: cpp | |
| - implementation: python | |
| compiler-string: "--adr.compiler.tags=aocc --env.MLC_AOCC_ACCEPT_EULA=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: Configure git longpaths (Windows) | |
| if: matrix.os == 'windows-latest' | |
| run: | | |
| git config --system core.longpaths true | |
| - name: Install mlcflow | |
| run: | | |
| pip install mlcflow | |
| pip install tabulate | |
| - name: Pull MLOps repo | |
| run: | | |
| mlc pull repo ${{ github.event.pull_request.head.repo.html_url }} --branch=${{ github.event.pull_request.head.ref }} | |
| - name: Test MLPerf Inference Retinanet using ${{ matrix.backend }} on ${{ matrix.os }} | |
| if: matrix.os == 'windows-latest' | |
| run: | | |
| mlcr run,mlperf,inference,generate-run-cmds,_submission,_short --submitter="MLCommons" --pull_changes=yes --pull_inference_changes=yes --hw_name=gh_${{ matrix.os }} --model=retinanet --adr.loadgen.tags=_from-pip --pip_loadgen=yes --implementation=${{ matrix.implementation }} --backend=${{ matrix.backend }} --device=cpu --scenario=Offline --test_query_count=5 --quiet -v --target_qps=1 | |
| - name: Test MLPerf Inference Retinanet using ${{ matrix.backend }} on ${{ matrix.os }} | |
| if: matrix.os != 'windows-latest' | |
| run: | | |
| mlcr run,mlperf,inference,generate-run-cmds,_submission,_short --submitter="MLCommons" --pull_changes=yes --pull_inference_changes=yes --hw_name=gh_${{ matrix.os }}_x86 --model=retinanet --implementation=${{ matrix.implementation }} --backend=${{ matrix.backend }} --device=cpu --scenario=Offline --test_query_count=5 --quiet -v --target_qps=1 ${{ matrix.compiler-string }} |