generate_test_reference.yaml

name: Generate Results and Store as Artifact

on:
  # Run every month on the first day
  schedule:
    - cron: '0 0 1 * *'
  # Allow manual triggering
  workflow_dispatch:
  # Check if github runner is updated
  workflow_run:
    workflows: ["Detect Runner Change"]
    types:
      - completed

jobs:
  generate-secret:
    # It runs only if the runner is updated or if manually triggered
    if: ${{ github.event.workflow_run.conclusion == 'failure' || github.event_name == 'workflow_dispatch' }}
    runs-on: ubuntu-latest
    strategy:
      matrix:
        python-version: ['3.9', '3.10']
        toolchain:
          - {compiler: gcc, version: 13}

    steps:
      - name: Check out repository
        uses: actions/checkout@v3
        with:
          submodules: 'true'

      - name: Set up Python ${{ matrix.python-version }}
        uses: actions/setup-python@v4
        with:
          python-version: ${{ matrix.python-version }}

      - uses: actions/cache@v3
        id: cache-virtualenv
        with:
          path: ${{ env.pythonLocation }}
          key: ${{ env.pythonLocation }}-${{ hashFiles('pyproject.toml') }}

      - name: Install dependencies
        if: steps.cache-virtualenv.outputs.cache-hit != 'true'
        run: |
          python -m pip install --upgrade pip
          python -m pip install -e .[develop]

      - name: Train the ResNet
        run: |
          python examples/example_train.py tests/test_data/conf_resnet.yaml
          python examples/example_post.py tests/test_data/conf_resnet.yaml

      - name: Upload ResNet results
        uses: actions/upload-artifact@v4
        with:
          name: ResNet-results-${{ matrix.python-version }}
          path: tests/test_data/speckles/Model_test_resnet_score
          retention-days: 31

      - name: Upload ResNet weights
        uses: actions/upload-artifact@v4
        with:
          name: ResNet-weights-${{ matrix.python-version }}
          path: tests/test_data/speckles/Model_test_resnet_states
          retention-days: 31

      - name: Train the SCNN
        run: |
          python examples/example_train.py tests/test_data/conf_scnn.yaml
          python examples/example_post.py tests/test_data/conf_scnn.yaml

      - name: Upload SCNN results
        uses: actions/upload-artifact@v4
        with:
          name: SCNN-results-${{ matrix.python-version }}
          path: tests/test_data/speckles/Model_test_scnn_score
          retention-days: 31

      - name: Upload SCNN weights
        uses: actions/upload-artifact@v4
        with:
          name: SCNN-weights-${{ matrix.python-version }}
          path: tests/test_data/speckles/Model_test_scnn_states
          retention-days: 31