Support repo registering in mlc pull repo #9
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name: 'MLPerf inference resnet50' | |
on: | |
pull_request: | |
branches: [ "main", "dev" ] | |
paths: | |
- '.github/workflows/mlperf-inference-resnet50.yml' | |
- '**' | |
- '!**.md' | |
jobs: | |
build: | |
strategy: | |
fail-fast: false | |
matrix: | |
python-version: ["3.12", "3.11", "3.8"] | |
on: [ubuntu-latest, macos-latest] | |
backend: [ "onnxruntime", "tf" ] | |
implementation: [ "python", "cpp" ] | |
exclude: | |
- backend: tf | |
implementation: cpp | |
runs-on: "${{ matrix.on }}" | |
steps: | |
- uses: actions/checkout@v4 | |
with: | |
ref: ${{ github.event.pull_request.head.sha }} | |
- name: Set up Python ${{ matrix.python-version }} | |
uses: actions/setup-python@v3 | |
with: | |
python-version: ${{ matrix.python-version }} | |
- name: Install dependencies | |
run: | | |
python -m pip install --upgrade pip | |
python -m pip install --ignore-installed --verbose pip setuptools | |
python -m pip install . | |
- name: Test MLPerf inference ResNet50 | |
run: | | |
mlc run script --tags=run-mlperf,inference,_submission,_short --submitter="MLCommons" --hw_name=gh_action --model=resnet50 --implementation=${{ matrix.implementation }} --backend=${{ matrix.backend }} --device=cpu --scenario=Offline --test_query_count=100 --target_qps=1 -v --quiet |