Add example to fine-tune TorchVision models using Keras (#909) #2957
This file contains 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: Tests | |
| on: | |
| push: | |
| branches: [ main ] | |
| pull_request: | |
| release: | |
| types: [created] | |
| permissions: | |
| contents: read | |
| jobs: | |
| build: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| python-version: [3.9] | |
| backend: [tensorflow, jax, torch, numpy] | |
| name: Run tests | |
| runs-on: ubuntu-latest | |
| env: | |
| PYTHON: ${{ matrix.python-version }} | |
| KERAS_BACKEND: ${{ matrix.backend }} | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Check for changes in keras_core/applications | |
| uses: dorny/paths-filter@v2 | |
| id: filter | |
| with: | |
| filters: | | |
| applications: | |
| - 'keras_core/applications/**' | |
| - name: Set up Python | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Get pip cache dir | |
| id: pip-cache | |
| run: | | |
| python -m pip install --upgrade pip setuptools | |
| echo "dir=$(pip cache dir)" >> $GITHUB_OUTPUT | |
| - name: pip cache | |
| uses: actions/cache@v3 | |
| with: | |
| path: ${{ steps.pip-cache.outputs.dir }} | |
| key: ${{ runner.os }}-pip-${{ hashFiles('setup.py') }}-${{ hashFiles('requirements.txt') }} | |
| - name: Install dependencies | |
| run: | | |
| pip install -r requirements.txt --progress-bar off --upgrade | |
| pip install -e "." --progress-bar off --upgrade | |
| - name: Test applications with pytest | |
| if: ${{ steps.filter.outputs.applications == 'true' }} | |
| run: | | |
| pytest keras_core/applications --cov=keras_core.applications | |
| coverage xml --include='keras_core/applications/*' -o apps-coverage.xml | |
| - name: Codecov keras_core.applications | |
| if: ${{ steps.filter.outputs.applications == 'true' }} | |
| uses: codecov/codecov-action@v3 | |
| with: | |
| env_vars: PYTHON,KERAS_BACKEND | |
| flags: keras_core.applications,keras_core.applications-${{ matrix.backend }} | |
| files: apps-coverage.xml | |
| fail_ci_if_error: true | |
| - name: Test with pytest | |
| run: | | |
| pytest keras_core --ignore keras_core/applications --cov=keras_core | |
| coverage xml --omit='keras_core/applications/*' -o core-coverage.xml | |
| - name: Codecov keras_core | |
| uses: codecov/codecov-action@v3 | |
| with: | |
| env_vars: PYTHON,KERAS_BACKEND | |
| flags: keras_core,keras_core-${{ matrix.backend }} | |
| files: core-coverage.xml | |
| fail_ci_if_error: true | |
| format: | |
| name: Check the code format | |
| runs-on: ubuntu-latest | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Set up Python 3.9 | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: '3.9' | |
| - name: Get pip cache dir | |
| id: pip-cache | |
| run: | | |
| python -m pip install --upgrade pip setuptools | |
| echo "dir=$(pip cache dir)" >> $GITHUB_OUTPUT | |
| - name: pip cache | |
| uses: actions/cache@v3 | |
| with: | |
| path: ${{ steps.pip-cache.outputs.dir }} | |
| key: ${{ runner.os }}-pip-${{ hashFiles('setup.py') }}-${{ hashFiles('requirements.txt') }} | |
| - name: Install dependencies | |
| run: | | |
| pip install -r requirements.txt --progress-bar off --upgrade | |
| pip install -e "." --progress-bar off --upgrade | |
| - name: Lint | |
| run: bash shell/lint.sh |