test-mlperf-loadgen-onnx-huggingface-bert-fp32-squad.yml

name: MLPerf loadgen with HuggingFace bert onnx fp32 squad model

on:
  pull_request:
    branches: [ "main", "dev" ]
    paths:
      - '.github/workflows/test-mlperf-loadgen-onnx-huggingface-bert-fp32-squad.yml'
      - '**'
      - '!**.md'

jobs:
  build:

    runs-on: ubuntu-latest
    strategy:
      fail-fast: false
      matrix:
        python-version: [ "3.10", "3.12" ]

    steps:
    - uses: actions/checkout@v3
    - name: Set up Python ${{ matrix.python-version }}
      uses: actions/setup-python@v3
      with:
        python-version: ${{ matrix.python-version }}
    - name: Install dependencies
      run: |
        pip install mlcflow
        pip install tabulate
    - name: Pull MLOps repository
      run: |
        mlc pull repo ${{ github.event.pull_request.head.repo.html_url }} --branch=${{ github.event.pull_request.head.ref }}
    - name: Test MLPerf loadgen with HuggingFace bert onnx fp32 squad model
      run: |
        mlcr --tags=python,app,loadgen-generic,_onnxruntime,_custom,_huggingface,_model-stub.ctuning/mlperf-inference-bert-onnx-fp32-squad-v1.1 --quiet