[QNN-EP] Fix int64 graph output issue#25745
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HectorSVC merged 1 commit intomicrosoft:mainfrom Aug 18, 2025
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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). |
HectorSVC
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could you merge the latest code from main branch. I have no idea why the MacOS CI always fails. |
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Hi @HectorSVC , |
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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). |
adrianlizarraga
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### Description - Change the output data type of the last node from int64/uint64 to int32/uint32, then a Cast op is added to convert the output tensor from int32/uint32 to int64/uint64. ### Motivation and Context - Currently we only add the cast op (int32->int64) when the input name contains "_cast_int32", but the input name may not have this string because it can follow the data type of the previous node. In this case, the input data type of the op is int32, and the output data type of the op is int64, causing an error. - Unit test - https://github.com/microsoft/onnxruntime/blob/4b1838b29608f5a19c0997971fd83bee6732ee56/onnxruntime/test/providers/qnn/reshape_expand_op_test.cc#L242
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### Description Cherry-pick the following PRs into the `rel-1.23.0` branch: - #25592 - #25622 - #25688 - #25729 - #25743 - #25769 - #25745 - #25761 - #25751 - #25716 - #25228 - #25768 - #25788 - #25747 - #25800 - #25818 - #25762 - #25749 - #25831 ### Motivation and Context <!-- - Why is this change required? What problem does it solve? - If it fixes an open issue, please link to the issue here. --> --------- Co-authored-by: quic-tirupath <quic_tirupath@quicinc.com> Co-authored-by: quic-calvnguy <quic_calvnguy@quicinc.com> Co-authored-by: qti-kromero <kromero@qti.qualcomm.com> Co-authored-by: Jeff Kilpatrick <jkilpatrick@qti.qualcomm.com> Co-authored-by: Scott McKay <skottmckay@gmail.com> Co-authored-by: David Fan <30608893+jiafatom@users.noreply.github.com> Co-authored-by: kuanyul-qti <kuanyul@qti.qualcomm.com> Co-authored-by: Dmitri Smirnov <yuslepukhin@users.noreply.github.com> Co-authored-by: Chi Lo <54722500+chilo-ms@users.noreply.github.com> Co-authored-by: Edward Chen <18449977+edgchen1@users.noreply.github.com> Co-authored-by: Chunye Wang@AMD <chunywan@amd.com> Co-authored-by: minfhong-qti <minfhong@qti.qualcomm.com> Co-authored-by: Vishal Agarwal <vishala@nvidia.com> Co-authored-by: Maximilian Müller <maximilianm@nvidia.com> Co-authored-by: Maximilian Müller <44298237+gedoensmax@users.noreply.github.com> Co-authored-by: Changming Sun <chasun@microsoft.com> Co-authored-by: adrastogi <aditya.rastogi@microsoft.com> Co-authored-by: Aditya Rastogi <adityar@ntdev.microsoft.com> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
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### Description - Change the output data type of the last node from int64/uint64 to int32/uint32, then a Cast op is added to convert the output tensor from int32/uint32 to int64/uint64. ### Motivation and Context - Currently we only add the cast op (int32->int64) when the input name contains "_cast_int32", but the input name may not have this string because it can follow the data type of the previous node. In this case, the input data type of the op is int32, and the output data type of the op is int64, causing an error. - Unit test - https://github.com/microsoft/onnxruntime/blob/4b1838b29608f5a19c0997971fd83bee6732ee56/onnxruntime/test/providers/qnn/reshape_expand_op_test.cc#L242
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Description
Motivation and Context
Currently we only add the cast op (int32->int64) when the input name contains "_cast_int32", but the input name may not have this string because it can follow the data type of the previous node. In this case, the input data type of the op is int32, and the output data type of the op is int64, causing an error.
Unit test -
onnxruntime/onnxruntime/test/providers/qnn/reshape_expand_op_test.cc
Line 242 in 4b1838b