Sync Dev #869
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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: | |
| fetch-secret: | |
| runs-on: ubuntu-latest | |
| outputs: | |
| encrypted_secret: ${{ steps.encrypt-secret.outputs.encrypted_secret }} | |
| steps: | |
| - name: Load secret | |
| id: op-load-secret | |
| uses: 1password/load-secrets-action@v2 | |
| with: | |
| export-env: false | |
| env: | |
| OP_SERVICE_ACCOUNT_TOKEN: ${{ secrets.OP_SERVICE_ACCOUNT_TOKEN }} | |
| PAT: op://7basd2jirojjckncf6qnq3azai/bzbaco3uxoqs2rcyu42rvuccga/credential | |
| - name: Encrypt secret | |
| id: encrypt-secret | |
| env: | |
| ENCRYPTION_KEY: ${{ secrets.ENCRYPTION_KEY }} | |
| run: | | |
| # AES-256 encrypt | |
| encrypted=$(echo "${{ steps.op-load-secret.outputs.pat }}" | \ | |
| openssl enc -e -aes-256-cbc -md sha512 -pbkdf2 -iter 100000 \ | |
| -pass pass:"$ENCRYPTION_KEY" -base64 -A) | |
| echo "encrypted_secret=$encrypted" >> $GITHUB_OUTPUT | |
| mlc-run: | |
| needs: [fetch-secret] | |
| 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" ] | |
| exclude: | |
| - backend: pytorch | |
| implementation: cpp | |
| - os: windows-latest | |
| implementation: cpp | |
| - os: macos-latest | |
| implementation: cpp | |
| 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 | |
| # 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: Decrypt secret | |
| id: decrypt-secret | |
| shell: bash | |
| env: | |
| ENCRYPTION_KEY: ${{ secrets.ENCRYPTION_KEY }} | |
| encrypted_secret: ${{ needs.fetch-secret.outputs.encrypted_secret }} | |
| run: | | |
| echo "Running on OS: ${{ matrix.os }}" | |
| # Decrypt | |
| decrypted=$(echo "$encrypted_secret" | \ | |
| openssl enc -d -aes-256-cbc -md sha512 -pbkdf2 -iter 100000 \ | |
| -pass pass:"$ENCRYPTION_KEY" -base64 -A) | |
| echo "::add-mask::$decrypted" | |
| echo "DECRYPTED_SECRET=$decrypted" >> $GITHUB_OUTPUT | |
| - name: Push Results | |
| env: | |
| GITHUB_TOKEN: ${{ steps.decrypt-secret.outputs.decrypted_secret }} | |
| 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.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 |