test-mlperf-inference-resnet50.yml

# 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 ResNet50

on:
  pull_request_target:
    branches: [ "main", "dev", "mlperf-inference" ]
    paths:
      - '.github/workflows/test-mlperf-inference-resnet50.yml'
      - '**'
      - '!**.md'
jobs:
  build:
    runs-on: ${{ matrix.os }}
    env:
      CM_INDEX: "on"
    strategy:
      fail-fast: false
      matrix:
        os: [ubuntu-latest, windows-latest, macos-latest]
        python-version: [ "3.12" ]
        backend: [ "onnxruntime", "tf" ]
        implementation: [ "python", "cpp" ]
        exclude:
          - backend: tf
            implementation: cpp
          - os: macos-latest
            backend: tf
          - os: windows-latest
            implementation: cpp
    steps:
    - uses: actions/checkout@v4
    - 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=${{ github.event.pull_request.head.ref }}
    - name: Test MLPerf Inference ResNet50 (Windows)
      if: matrix.os == 'windows-latest'
      run: |
        git config --system core.longpaths true
        cm run script --tags=run-mlperf,inference,_submission,_short --submitter="MLCommons" --hw_name=gh_${{ matrix.os }}_x86 --model=resnet50 --adr.loadgen.tags=_from-pip --pip_loadgen=yes --implementation=${{ matrix.implementation }} --backend=${{ matrix.backend }} --device=cpu --scenario=Offline --test_query_count=500 --target_qps=1 -v --quiet 
    - name: Test MLPerf Inference ResNet50 (Linux/macOS)
      if: matrix.os != 'windows-latest'
      run: |
        cm run script --tags=run-mlperf,inference,_submission,_short --submitter="MLCommons" --hw_name=gh_${{ matrix.os }}_x86 --model=resnet50 --implementation=${{ matrix.implementation }} --backend=${{ matrix.backend }} --device=cpu --scenario=Offline --test_query_count=500 --target_qps=1 -v --quiet 
    - name: Push Results
      if: github.repository_owner == 'gateoverflow'
      env:
          USER: "GitHub Action"
          EMAIL: "admin@gateoverflow.com"
          GITHUB_TOKEN: ${{ secrets.TEST_RESULTS_GITHUB_TOKEN }}
      run: |
        git config --global user.name "${{ env.USER }}"
        git config --global user.email "${{ env.EMAIL }}"
        git config --global credential.https://github.com.helper ""
        git config --global credential.https://github.com.helper "!gh auth git-credential"
        git config --global credential.https://gist.github.com.helper ""
        git config --global credential.https://gist.github.com.helper "!gh auth git-credential"
        cm run script --tags=push,github,mlperf,inference,submission --repo_url=https://github.com/gateoverflow/mlperf_inference_test_submissions_v5.0 --repo_branch=main --commit_message="Results from R50 GH action on ${{ matrix.os }}" --quiet