[QNN EP] Add Support for Reciprocal Op in QNN EP #25035
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- Implemented ReciprocalOpBuilder to support ONNX Reciprocal Op in QNN EP. - Decomposed Reciprocal into a Div Op. - Added unit tests to run Reciprocal Op on HTP
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/azp run Linux QNN CI Pipeline,Win_TRT_Minimal_CUDA_Test_CI,Windows ARM64 QNN CI Pipeline,Windows GPU Doc Gen CI Pipeline,Windows x64 QNN CI Pipeline |
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Azure Pipelines successfully started running 5 pipeline(s). |
- Implemented ReciprocalOpBuilder to support ONNX Reciprocal Op in QNN EP. - Decomposed Reciprocal into a Div Op. - Added unit tests to run Reciprocal Op on HTP - Added QDQ Selector for Reciprocal Op
- Implemented ReciprocalOpBuilder to support ONNX Reciprocal Op in QNN EP. - Decomposed Reciprocal into a Div Op. - Added unit tests to run Reciprocal Op on HTP - Added QDQ Selector for Reciprocal Op
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/azp run Linux QNN CI Pipeline,Win_TRT_Minimal_CUDA_Test_CI,Windows ARM64 QNN CI Pipeline,Windows GPU Doc Gen CI Pipeline,Windows x64 QNN CI Pipeline |
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Azure Pipelines successfully started running 5 pipeline(s). |
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There is one CPU test of Recirpocal which is failing now since we have added support in EP now. Will fix that and have another patchset. Function - Reciprocal_double is failing as we do not map DOUBLE to float in QNN. |
- Add check for input type to be float for CPU Backend
Resolved. |
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/azp run Linux QNN CI Pipeline,Win_TRT_Minimal_CUDA_Test_CI,Windows ARM64 QNN CI Pipeline,Windows GPU Doc Gen CI Pipeline,Windows x64 QNN CI Pipeline |
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Azure Pipelines successfully started running 5 pipeline(s). |
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onnxruntime/core/providers/qnn/builder/opbuilder/reciprocal_op_builder.cc
Fixed
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- Copyright change
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/azp run Linux QNN CI Pipeline,Win_TRT_Minimal_CUDA_Test_CI,Windows ARM64 QNN CI Pipeline,Windows GPU Doc Gen CI Pipeline,Windows x64 QNN CI Pipeline |
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Azure Pipelines successfully started running 5 pipeline(s). |
onnxruntime/core/providers/qnn/builder/opbuilder/reciprocal_op_builder.cc
Fixed
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- Lintrunner patch
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/azp run Linux QNN CI Pipeline,Win_TRT_Minimal_CUDA_Test_CI,Windows ARM64 QNN CI Pipeline,Windows GPU Doc Gen CI Pipeline,Windows x64 QNN CI Pipeline |
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Azure Pipelines successfully started running 5 pipeline(s). |
Description
Adds support for the ONNX Reciprocal operator in QNN EP via Div decomposition.
Motivation and Context
Enables execution of models using Reciprocal on QNN backend, improving Op support.