Machine Learning Integration for DaCe (Autodiff - ONNX - PyTorch) #3
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| name: Machine Learning and Autodiff Tests | |
| on: | |
| push: | |
| branches: [ main, ci-fix ] | |
| pull_request: | |
| branches: [ main, ci-fix ] | |
| merge_group: | |
| branches: [ main, ci-fix ] | |
| concurrency: | |
| group: ${{github.workflow}}-${{github.ref}} | |
| cancel-in-progress: true | |
| jobs: | |
| test: | |
| if: "!contains(github.event.pull_request.labels.*.name, 'no-ci')" | |
| runs-on: ubuntu-latest | |
| strategy: | |
| matrix: | |
| python-version: ['3.9','3.13'] | |
| simplify: [0,1,autoopt] | |
| steps: | |
| - uses: actions/checkout@v4 | |
| with: | |
| submodules: 'recursive' | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Install dependencies | |
| run: | | |
| sudo apt-get update | |
| sudo apt-get install -y libyaml-dev cmake | |
| sudo apt-get install -y libblas-dev libopenblas-dev liblapacke-dev | |
| sudo apt-get install -y libpapi-dev papi-tools # Instrumentation dependencies | |
| sudo apt-get install -y verilator # RTL simulation dependencies | |
| python -m pip install --upgrade pip | |
| pip install flake8 pytest-xdist coverage | |
| pip install -e ".[testing,ml]" | |
| curl -Os https://uploader.codecov.io/latest/linux/codecov | |
| chmod +x codecov | |
| - name: Test dependencies | |
| run: | | |
| papi_avail | |
| - name: Test with pytest | |
| run: | | |
| export NOSTATUSBAR=1 | |
| export DACE_testing_serialization=1 | |
| export DACE_testing_deserialize_exception=1 | |
| export DACE_cache=unique | |
| if [ "${{ matrix.simplify }}" = "autoopt" ]; then | |
| export DACE_optimizer_automatic_simplification=1 | |
| export DACE_optimizer_autooptimize=1 | |
| echo "Auto-optimization heuristics" | |
| else | |
| export DACE_optimizer_automatic_simplification=${{ matrix.simplify }} | |
| fi | |
| pytest -n auto --cov-report=xml --cov=dace --tb=short --timeout_method thread --timeout=300 -v -m "torch or onnx or autodiff and not gpu" | |
| ./codecov | |
| - uses: codecov/codecov-action@v4 | |
| with: | |
| token: ${{ secrets.CODECOV_TOKEN }} | |
| verbose: true |