Check Tiny Models #342
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| name: Check Tiny Models | |
| on: | |
| push: | |
| branches: | |
| - check_tiny_models* | |
| repository_dispatch: | |
| schedule: | |
| - cron: "0 2 * * *" | |
| env: | |
| TOKEN: ${{ secrets.TRANSFORMERS_HUB_BOT_HF_TOKEN }} | |
| jobs: | |
| check_tiny_models: | |
| name: Check tiny models | |
| runs-on: ubuntu-22.04 | |
| steps: | |
| - name: Checkout transformers | |
| uses: actions/checkout@v3 | |
| with: | |
| fetch-depth: 2 | |
| - uses: actions/checkout@v3 | |
| - name: Set up Python 3.8 | |
| uses: actions/setup-python@v4 | |
| with: | |
| # Semantic version range syntax or exact version of a Python version | |
| python-version: '3.8' | |
| # Optional - x64 or x86 architecture, defaults to x64 | |
| architecture: 'x64' | |
| - name: Install | |
| run: | | |
| sudo apt-get -y update && sudo apt-get install -y libsndfile1-dev espeak-ng cmake | |
| pip install --upgrade pip | |
| python -m pip install -U .[sklearn,torch,testing,sentencepiece,torch-speech,vision,timm,video,tf-cpu] | |
| pip install tensorflow_probability | |
| python -m pip install -U 'natten<0.15.0' | |
| - name: Create all tiny models (locally) | |
| run: | | |
| python utils/create_dummy_models.py tiny_local_models --all --num_workers 2 | |
| - name: Local tiny model reports artifacts | |
| if: ${{ always() }} | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| name: tiny_local_model_creation_reports | |
| path: tiny_local_models/reports | |
| # GitHub-hosted runners have 2-core CPUs | |
| - name: Run pipeline tests against all new (local) tiny models | |
| run: | | |
| OMP_NUM_THREADS=1 TRANSFORMERS_TINY_MODEL_PATH=tiny_local_models python -m pytest --max-worker-restart=0 -n 2 --dist=loadfile -s -rA --make-reports=tests_pipelines tests/models -m is_pipeline_test -k "test_pipeline_" | tee tests_output.txt | |
| - name: Test suite reports artifacts | |
| if: ${{ always() }} | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| name: tiny_local_model_creation_reports | |
| path: reports/tests_pipelines | |
| - name: Create + Upload tiny models for new model architecture(s) | |
| run: | | |
| python utils/update_tiny_models.py --num_workers 2 | |
| - name: Full report | |
| run: cat tiny_models/reports/tiny_model_creation_report.json | |
| - name: Failure report | |
| run: cat tiny_models/reports/simple_failed_report.txt | |
| - name: Summary report | |
| run: cat tiny_models/reports/tiny_model_summary.json | |
| - name: New tiny model creation reports artifacts | |
| if: ${{ always() }} | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| name: tiny_model_creation_reports | |
| path: tiny_models/reports |