|
| 1 | +name: MLPerf inference YOLO-v11 Closed Division |
| 2 | +permissions: |
| 3 | + contents: read |
| 4 | + |
| 5 | +on: |
| 6 | + schedule: |
| 7 | + - cron: '0 0 * * *' # Runs daily at 12 AM UTC |
| 8 | + pull_request_target: |
| 9 | + branches: [ "main", "dev" ] |
| 10 | + paths: |
| 11 | + - '.github/workflows/test-mlperf-inference-yolo.yml' |
| 12 | + - '**' |
| 13 | + - '!**.md' |
| 14 | + |
| 15 | +jobs: |
| 16 | + mlc-run: |
| 17 | + runs-on: ${{ matrix.os }} |
| 18 | + env: |
| 19 | + MLC_INDEX: "on" |
| 20 | + SUBMISSION_DIR: ${{ github.workspace }}/mlperf_inference_results |
| 21 | + strategy: |
| 22 | + fail-fast: false |
| 23 | + matrix: |
| 24 | + os: [ubuntu-latest] |
| 25 | + python-version: [ "3.13", "3.12" ] |
| 26 | + backend: [ "pytorch" ] |
| 27 | + division: [ "open" ] |
| 28 | + |
| 29 | + steps: |
| 30 | + - uses: actions/checkout@v4 |
| 31 | + with: |
| 32 | + fetch-depth: 0 |
| 33 | + |
| 34 | + - name: Set up Python ${{ matrix.python-version }} |
| 35 | + uses: actions/setup-python@v3 |
| 36 | + with: |
| 37 | + python-version: ${{ matrix.python-version }} |
| 38 | + |
| 39 | + - name: Install mlcflow |
| 40 | + run: | |
| 41 | + pip install mlcflow |
| 42 | + pip install tabulate |
| 43 | +
|
| 44 | + - name: Pull MLOps repo |
| 45 | + shell: bash |
| 46 | + env: |
| 47 | + REPO: ${{ github.event.pull_request.head.repo.html_url }} |
| 48 | + BRANCH: ${{ github.event.pull_request.head.ref }} |
| 49 | + run: | |
| 50 | + mlc pull repo "$REPO" --branch="$BRANCH" |
| 51 | + - name: Test MLPerf Inference YOLO-v11 (Linux/macOS) |
| 52 | + run: | |
| 53 | + mlcr run-mlperf,inference,_full,_find-performance,_all-scenarios,_r6.0-dev --submitter="MLCommons" --pull_changes=yes --pull_inference_changes=yes --hw_name="gh_${{ matrix.os }}x86" --model=yolo-99 --implementation=reference --category=edge --backend=${{ matrix.backend }} --framework=pytorch --device=cpu --execution_mode=test -v --quiet |
| 54 | + mlcr run-mlperf,inference,_submission,_full,_all-modes,_all-scenarios,_r6.0-dev --division=closed --submission_dir=${{ env.SUBMISSION_DIR }} --submitter="MLCommons" --pull_changes=yes --pull_inference_changes=yes --hw_name="gh_${{ matrix.os }}x86" --model=yolo-99 --implementation=reference --category=edge --backend=${{ matrix.backend }} --framework=pytorch --device=cpu --execution_mode=valid --multistream_target_latency=900 --env.MLC_MLPERF_USE_MAX_DURATION=no -v --quiet |
| 55 | + |
| 56 | + - name: upload results artifact |
| 57 | + uses: actions/upload-artifact@v4 |
| 58 | + with: |
| 59 | + name: mlperf-inference-yolo-results-${{ matrix.os }}-py${{ matrix.python-version }}-bk${{ matrix.backend }} |
| 60 | + path: ${{ env.SUBMISSION_DIR }} |
| 61 | + |
| 62 | + upload-results-to-github: |
| 63 | + needs: mlc-run |
| 64 | + runs-on: ubuntu-latest |
| 65 | + env: |
| 66 | + MLC_INDEX: "on" |
| 67 | + SUBMISSION_DIR: ${{ github.workspace }}/mlperf_inference_results |
| 68 | + concurrency: |
| 69 | + group: upload-results-v6.0 |
| 70 | + cancel-in-progress: false |
| 71 | + strategy: |
| 72 | + fail-fast: false |
| 73 | + matrix: |
| 74 | + os: [ubuntu-latest] |
| 75 | + python-version: [ "3.13" ] |
| 76 | + |
| 77 | + steps: |
| 78 | + - uses: actions/checkout@v4 |
| 79 | + with: |
| 80 | + fetch-depth: 0 |
| 81 | + |
| 82 | + - name: Set up Python ${{ matrix.python-version }} |
| 83 | + uses: actions/setup-python@v3 |
| 84 | + with: |
| 85 | + python-version: ${{ matrix.python-version }} |
| 86 | + |
| 87 | + - name: Install mlcflow |
| 88 | + run: | |
| 89 | + pip install mlcflow |
| 90 | + pip install tabulate |
| 91 | +
|
| 92 | + - name: Pull MLOps repo |
| 93 | + shell: bash |
| 94 | + env: |
| 95 | + REPO: ${{ github.event.pull_request.head.repo.html_url }} |
| 96 | + BRANCH: ${{ github.event.pull_request.head.ref }} |
| 97 | + run: | |
| 98 | + mlc pull repo "$REPO" --branch="$BRANCH" |
| 99 | + |
| 100 | + - name: Download benchmark artifacts |
| 101 | + uses: actions/download-artifact@v4 |
| 102 | + with: |
| 103 | + path: "${{ env.SUBMISSION_DIR }}/closed" |
| 104 | + |
| 105 | + - name: Load secrets |
| 106 | + id: op-load-secrets |
| 107 | + uses: 1password/load-secrets-action@v3 |
| 108 | + env: |
| 109 | + OP_SERVICE_ACCOUNT_TOKEN: ${{ secrets.OP_SERVICE_ACCOUNT_TOKEN }} |
| 110 | + PAT: op://7basd2jirojjckncf6qnq3azai/bzbaco3uxoqs2rcyu42rvuccga/credential |
| 111 | + |
| 112 | + - name: Push Results |
| 113 | + env: |
| 114 | + GITHUB_TOKEN: ${{ steps.op-load-secrets.outputs.PAT }} |
| 115 | + if: github.repository_owner == 'mlcommons' |
| 116 | + run: | |
| 117 | + git config --global user.name "mlcommons-bot" |
| 118 | + git config --global user.email "mlcommons-bot@users.noreply.github.com" |
| 119 | + git config --global credential.https://github.com.helper "" |
| 120 | + git config --global credential.https://github.com.helper "!gh auth git-credential" |
| 121 | + git config --global credential.https://gist.github.com.helper "" |
| 122 | + git config --global credential.https://gist.github.com.helper "!gh auth git-credential" |
| 123 | + mlcr push,github,mlperf,inference,submission --submission_dir=${{ env.SUBMISSION_DIR }} --repo_url=https://github.com/mlcommons/mlperf_inference_unofficial_submissions_v5.0/ --repo_branch=v6.0 --commit_message="Results from yolo-v11 GH action on ${{ matrix.os }}" --quiet |
| 124 | + |
0 commit comments