fix(materialize): onnx loading with torch model available (#134) #304
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| name: CI | |
| on: | |
| pull_request: | |
| branches: [main] | |
| types: [opened, synchronize] | |
| push: | |
| branches: [main] | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.ref }} | |
| cancel-in-progress: true | |
| jobs: | |
| pytest: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - uses: ./.github/actions/setup | |
| with: | |
| mode: all | |
| - name: Test Doc | |
| run: | | |
| cd doc && python bug_summary.py | |
| - name: Test core | |
| run: | | |
| pytest -x tests/core | |
| - name: Test PyTorch | |
| run: | | |
| pip install -r requirements/sys/torch.txt --pre --upgrade | |
| pip install -r requirements/sys/onnx.txt --pre --upgrade | |
| pip install -r requirements/sys/tvm.txt --pre --upgrade | |
| pip install -r requirements/sys/onnxruntime.txt --pre --upgrade | |
| pytest -x tests/torch | |
| yes | python nnsmith/cli/model_gen.py debug.viz=true model.type=torch mgen.method=symbolic | |
| yes | python nnsmith/cli/model_gen.py debug.viz=true model.type=torch mgen.method=symbolic-cinit | |
| yes | python nnsmith/cli/model_gen.py debug.viz=true model.type=torch backend.type="pt2 backend@inductor" mgen.method=concolic | |
| yes | python nnsmith/cli/model_gen.py model.type=torch mgen.method=symbolic-cinit mgen.rank_choices="[4]" mgen.dtype_choices="[f32]" mgen.include="[core.NCHWConv2d, core.ReLU]" mgen.patch_requires=./tests/mock/requires_patch.py | |
| yes | python nnsmith/cli/model_gen.py model.type=torch mgen.method=symbolic-cinit mgen.rank_choices="[4]" mgen.dtype_choices="[f32]" mgen.include="[core.NCHWConv2d, core.ReLU]" mgen.patch_requires=./tests/mock/requires_patch.py backend.type=torchjit | |
| yes | python nnsmith/cli/model_gen.py model.type=torch mgen.method=symbolic-cinit mgen.rank_choices="[4]" mgen.dtype_choices="[f32]" mgen.include="[core.NCHWConv2d, core.ReLU]" mgen.patch_requires=./tests/mock/requires_patch.py backend.type=torchjit mgen.grad_check=true | |
| yes | python nnsmith/cli/model_gen.py model.type=torch mgen.method=symbolic-cinit mgen.rank_choices="[4]" mgen.dtype_choices="[f32]" mgen.include="[core.NCHWConv2d, core.ReLU]" mgen.patch_requires=./tests/mock/requires_patch.py backend.type=pt2 mgen.grad_check=true | |
| - name: Test ONNX + ONNXRuntime | |
| run: | | |
| pytest -x tests/onnxruntime | |
| yes | python nnsmith/cli/model_gen.py model.type=onnx mgen.method=symbolic | |
| yes | python nnsmith/cli/model_gen.py model.type=onnx backend.type=onnxruntime mgen.method=concolic | |
| python nnsmith/cli/model_exec.py model.type=onnx backend.type=onnxruntime model.path=nnsmith_output/model.onnx | |
| - name: Test ONNX + TVM | |
| run: | | |
| pytest -x tests/tvm | |
| - name: Test ONNX + TRT | |
| run: | | |
| pytest -x tests/tensorrt | |
| - name: Test TensorFlow | |
| run: | | |
| pip install -r requirements/sys/tensorflow.txt --pre --upgrade | |
| pytest -x tests/tensorflow --log-cli-level=DEBUG | |
| yes | python nnsmith/cli/model_gen.py model.type=tensorflow mgen.method=symbolic | |
| python nnsmith/cli/model_exec.py model.type=tensorflow backend.type=xla model.path=nnsmith_output/model/ | |
| yes | python nnsmith/cli/model_gen.py model.type=tensorflow mgen.method=concolic | |
| python nnsmith/cli/model_exec.py model.type=tensorflow backend.type=xla model.path=nnsmith_output/model/ | |
| yes | python nnsmith/cli/fuzz.py fuzz.time=10s fuzz.root=fuzz_report model.type=tensorflow backend.type=xla filter.type="[nan,inf,test_fn,test_cls]" filter.patch=./tests/mock/filter_patch.py |