EffNet & VGG16 #12
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| name: Train Model | |
| on: | |
| push: | |
| branches: | |
| - main | |
| permissions: | |
| contents: write | |
| jobs: | |
| train-model: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Checkout repository | |
| uses: actions/checkout@v2 | |
| - name: Set up Python | |
| uses: actions/setup-python@v2 | |
| with: | |
| python-version: '3.10' | |
| - name: Install dependencies | |
| run: | | |
| python -m pip install --upgrade pip | |
| pip install -r requirements.txt | |
| - name: Train and save model | |
| run: | | |
| python main.py | |
| - name: Create Release | |
| id: create_release | |
| uses: actions/create-release@latest | |
| with: | |
| tag_name: training_models_${{ github.run_number }}_${{ github.run_attempt }} | |
| release_name: Model | |
| body: | | |
| Changes in this Release: | |
| - Model trained and saved | |
| draft: false | |
| prerelease: false | |
| env: | |
| GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} | |
| - name: Upload artefacts to Release | |
| uses: actions/upload-release-asset@v1 | |
| with: | |
| upload_url: ${{ steps.create_release.outputs.upload_url }} | |
| asset_path: ./artefacts.zip | |
| asset_name: artefacts.zip | |
| asset_content_type: application/octet-stream | |
| env: | |
| GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} | |
| - name: Upload models to Release | |
| uses: actions/upload-release-asset@v1 | |
| with: | |
| upload_url: ${{ steps.create_release.outputs.upload_url }} | |
| asset_path: ./models.zip | |
| asset_name: models.zip | |
| asset_content_type: application/octet-stream | |
| env: | |
| GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} | |