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[TMVA][SOFIE] Implement ThresholdedRelu operator with parser and unit tests - #24054
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Test Results 22 files 22 suites 3d 10h 28m 22s ⏱️ For more details on these failures, see this check. Results for commit 54822dc. |
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Description
This PR implements the ONNX ThresholdedRelu activation operator in TMVA SOFIE, along with its parser ingestion and upstream unit tests.
Changes Included:
Operator Definition:
ROperator_ThresholdedRelu.hxxintmva/sofie/inc/TMVA/supporting scalar fallback emission with branchless ternary formulation:tensor_Y[id] = ((tensor_X[id] > alpha) ? tensor_X[id] : 0.0f);
Parser Integration:
ParseThresholdedRelu.cxxintmva/sofie_parsers/src/to parse ONNX protobuf nodes and extract thealphaattribute (defaulting to 1.0).ThresholdedReluinRModelParser_ONNX.cxxand added it totmva/sofie_parsers/CMakeLists.txt.Tests:
make_ThresholdedRelumodel generator ingenerate_input_models.py.TEST(ONNX, ThresholdedRelu)inTestCustomModelsFromONNX.cxx.Validation: