mlperf-automations/.github/workflows/test-mlperf-inference-resnet50-closed-division.yml at 46b279ad409e36eacb99fb3ab9e391a0f3d8bb2d · amd/mlperf-automations · GitHub

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name: MLPerf inference ResNet50 Closed Division for testing Compliance

on:
  schedule:
    - cron: '0 0 * * 0' # Runs once a week on Sunday at 00:00 UTC
  workflow_dispatch: {} # Allows manual triggering of the workflow
jobs:
  build:
    name: MLPerf inference MLCommons ResNet50 Closed Division
    runs-on: ${{ matrix.os }}
    env:
      MLC_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
      with:
        fetch-depth: 0
    - name: Set up Python ${{ matrix.python-version }}
      uses: actions/setup-python@v3
      with:
        python-version: ${{ matrix.python-version }}
    - name: Configure git longpaths (Windows)
      if: matrix.os == 'windows-latest'
      run: |
        git config --system core.longpaths true
    - name: Export MLC_REPOS in Linux or Mac
      if: matrix.os == 'ubuntu-latest' || matrix.os == 'macos-latest'
      run: |
        echo "MLC_REPOS=$HOME/gh action/mlc" >> $GITHUB_ENV
    - name: Export MLC_REPOS in Windows
      if: matrix.os == 'windows-latest'
      run: |
        $mlcrepos = "${env:USERPROFILE}\gh action\mlc"
        "MLC_REPOS=$mlcRepos" | Out-File -FilePath $env:GITHUB_ENV -Append
    - name: Install mlcflow
      run: |
       pip install mlcflow
       pip install tabulate

    - name: Pull MLOps repo
      run: |
        mlc pull repo mlcommons@mlperf-automations --branch=dev

    - name: Test MLPerf Inference ResNet50 (Windows)
      if: matrix.os == 'windows-latest'
      run: |
        mlcr run-mlperf,inference,_submission,_short,_all-scenarios --division=closed --submitter="MLCommons" --pull_changes=yes --pull_inference_changes=yes --hw_name="gh_${{ matrix.os }} x86" --model=resnet50 --adr.loadgen.tags=_from-pip --pip_loadgen=yes --implementation=${{ matrix.implementation }} --backend=${{ matrix.backend }} --device=cpu --test_query_count=1000 --quiet --execution_mode=valid --adr.inference-src.tags=_repo.https://github.com/anandhu-eng/inference,_branch.patch-34

    - name: Test MLPerf Inference ResNet50 Offline(Linux/macOS)
      if: matrix.os != 'windows-latest'
      run: |
        mlcr run-mlperf,inference,_submission,_short,_all-scenarios --division=closed --submitter="MLCommons" --pull_changes=yes --pull_inference_changes=yes --hw_name="gh_${{ matrix.os }} x86" --model=resnet50 --implementation=${{ matrix.implementation }} --backend=${{ matrix.backend }} --device=cpu --test_query_count=1000 --quiet --execution_mode=valid --adr.inference-src.tags=_repo.https://github.com/anandhu-eng/inference,_branch.patch-34

    # Step for Linux/MacOS
    - name: Randomly Execute Step (Linux/MacOS)
      if: runner.os != 'Windows'
      run: |
        RANDOM_NUMBER=$((RANDOM % 10))
        echo "Random number is $RANDOM_NUMBER"
        if [ "$RANDOM_NUMBER" -eq 0 ]; then
          echo "run_step=true" >> $GITHUB_ENV
        else
          echo "run_step=false" >> $GITHUB_ENV
        fi

    # Step for Windows
    - name: Randomly Execute Step (Windows)
      if: runner.os == 'Windows'
      run: |
        $RANDOM_NUMBER = Get-Random -Maximum 10
        Write-Host "Random number is $RANDOM_NUMBER"
        if ($RANDOM_NUMBER -eq 0) {
          Write-Host "run_step=true" | Out-File -FilePath $Env:GITHUB_ENV -Append
        } else {
          Write-Host "run_step=false" | Out-File -FilePath $Env:GITHUB_ENV -Append
        }

    - name: Load secrets
      id: op-load-secrets
      uses: 1password/load-secrets-action@v3
      env:
          OP_SERVICE_ACCOUNT_TOKEN: ${{ secrets.OP_SERVICE_ACCOUNT_TOKEN }}
          PAT: op://7basd2jirojjckncf6qnq3azai/bzbaco3uxoqs2rcyu42rvuccga/credential

    - name: Push Results
      env:
        GITHUB_TOKEN: ${{ steps.op-load-secrets.outputs.PAT }}
      if: github.repository_owner == 'mlcommons' && env.run_step == 'true'
      run: |
        git config --global user.name "mlcommons-bot"
        git config --global user.email "mlcommons-bot@users.noreply.github.com"
        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"
        mlcr push,github,mlperf,inference,submission --repo_url=https://github.com/mlcommons/mlperf_inference_test_submissions_v5.0 --repo_branch=auto-update --commit_message="Results from R50 GH action on ${{ matrix.os }}" --quiet