MLPerf inference ResNet50 Closed Division for testing Compliance #1
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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 "[email protected]" | |
| git config --global credential.https://github.1485827954.workers.dev.helper "" | |
| git config --global credential.https://github.1485827954.workers.dev.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 | |