Fixes for nvidia mlperf inference #367
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| 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" ] | |
| 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 ${{ matrix.os }} | |
| if: matrix.os == 'windows-latest' | |
| run: | | |
| mlcr --tags=run,mlperf,inference,generate-run-cmds,_submission,_short --submitter="MLCommons" --pull_changes=yes --pull_inference_changes=yes --hw_name=gh_${{ 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 ${{ matrix.os }} | |
| if: matrix.os != 'windows-latest' | |
| run: | | |
| mlcr --tags=run,mlperf,inference,generate-run-cmds,_submission,_short --submitter="MLCommons" --pull_changes=yes --pull_inference_changes=yes --hw_name=gh_${{ matrix.os }}_x86 --model=retinanet --implementation=${{ matrix.implementation }} --backend=${{ matrix.backend }} --device=cpu --scenario=Offline --test_query_count=5 --quiet -v --target_qps=1 | |
| - name: Randomly Execute Step | |
| id: random-check | |
| 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 | |
| - name: Retrieve secrets from Keeper | |
| if: github.repository_owner == 'mlcommons' && env.run_step == 'true' | |
| id: ksecrets | |
| uses: Keeper-Security/ksm-action@master | |
| with: | |
| keeper-secret-config: ${{ secrets.KSM_CONFIG }} | |
| secrets: |- | |
| ubwkjh-Ii8UJDpG2EoU6GQ/field/Access Token > env:PAT | |
| - name: Push Results | |
| env: | |
| GITHUB_TOKEN: ${{ env.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 --tags=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 |