feat: add mixed-precision and agc to gradaccum optimizer #313
Workflow file for this run
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| name: codecov | |
| on: | |
| push: | |
| branches: | |
| - '*' | |
| pull_request: | |
| branches: | |
| - '*' | |
| jobs: | |
| build: | |
| runs-on: ubuntu-20.04 | |
| steps: | |
| - uses: actions/checkout@v1 | |
| - name: Set up Python 3.7 | |
| uses: actions/setup-python@v2 | |
| with: | |
| python-version: 3.7 | |
| - name: Install dependencies | |
| run: | | |
| pip install wheel setuptools | |
| pip install tensorflow==2.8.0 | |
| pip install "protobuf<=3.20" --force-reinstall | |
| - name: Build wheel | |
| run: python setup.py bdist_wheel | |
| - name: Upload Python wheel | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| name: Python wheel | |
| path: ${{github.workspace}}/dist/gradient_accumulator-*.whl | |
| if-no-files-found: error | |
| codecov: | |
| needs: build | |
| runs-on: ubuntu-20.04 | |
| steps: | |
| - uses: actions/checkout@v1 | |
| - name: Set up Python 3.9 | |
| uses: actions/setup-python@v2 | |
| with: | |
| python-version: 3.9 | |
| - name: Install dependencies | |
| run: | | |
| pip install wheel setuptools flake8 pytest-cov | |
| pip install tensorflow==2.8.0 "tensorflow-datasets<=4.8.2" | |
| pip install "protobuf<=3.20" --force-reinstall | |
| - name: Download artifact | |
| uses: actions/download-artifact@v3 | |
| with: | |
| name: "Python wheel" | |
| - name: Install wheel | |
| run: pip install --find-links=${{github.workspace}} gradient_accumulator | |
| - name: Test library accessibility | |
| run: python -c "from gradient_accumulator import GradientAccumulateModel, GradientAccumulateOptimizer" | |
| - name: Run tests and collect coverage | |
| run: | | |
| pytest --cov=gradient_accumulator tests/test_optimizer_wrapper.py \ | |
| --cov=gradient_accumulator tests/test_mixed_precision.py \ | |
| --cov=gradient_accumulator tests/test_adaptive_gradient_clipping.py \ | |
| --cov=gradient_accumulator tests/test_sparse_optimizer.py \ | |
| --cov=gradient_accumulator tests/test_expected_result.py \ | |
| --cov=gradient_accumulator tests/test_mp_batch_norm.py \ | |
| --cov=gradient_accumulator tests/test_bn_convnd.py \ | |
| --cov=gradient_accumulator tests/test_bn_pretrained_swap.py \ | |
| --cov=gradient_accumulator tests/test_model_distribute.py \ | |
| --cov=gradient_accumulator tests/test_optimizer.py | |
| - name: Lint with flake8 | |
| run: flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics | |
| - name: Upload coverage to Codecov | |
| uses: codecov/codecov-action@v1 |