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HectorSVC committed Oct 29, 2024
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16 changes: 8 additions & 8 deletions docs/execution-providers/QNN-ExecutionProvider.md
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Expand Up @@ -514,13 +514,13 @@ To enable new operator support in EP, areas to visit:
1. QDQ script support this Op? [code example](https://github.com/microsoft/onnxruntime/pull/14867/files#diff-b1ea073c326fef46054382117c256f106d39bd7c34539d44c6e6d9e9eacc059c)
2. Onnxruntime QDQ node unit support this Op? [code example](https://github.com/microsoft/onnxruntime/pull/14867/files#diff-ce0281aaf63e03ecadd592240e41f18742bf8eb095b3725c0e55e589c890946f)
3. Is it layout sensitive operator?
3.1 Registered in LayoutTransformer?
[code example](https://github.com/microsoft/onnxruntime/blob/6d464748ba7fed2275ecba3a7406298cabc93438/onnxruntime/core/optimizer/transpose_optimizer/transpose_optimizer.cc#L2168)
3.2 NHWC op schema registered?
Example error message:
<lambda_acc29b18d21b7c13448c4952cd957a60>::operator ()] Model face_det_qdq failed to load:Fatal error: com.ms.internal.nhwc:BatchNormalization(9) is not a registered function/op
[Example PR](https://github.com/microsoft/onnxruntime/pull/15278)
3.1 Registered in LayoutTransformer?
[code example](https://github.com/microsoft/onnxruntime/blob/6d464748ba7fed2275ecba3a7406298cabc93438/onnxruntime/core/optimizer/transpose_optimizer/transpose_optimizer.cc#L2168)
3.2 NHWC op schema registered?
Example error message:
<lambda_acc29b18d21b7c13448c4952cd957a60>::operator ()] Model face_det_qdq failed to load:Fatal error: com.ms.internal.nhwc:BatchNormalization(9) is not a registered function/op
[Example PR](https://github.com/microsoft/onnxruntime/pull/15278)

Example PRs to enable new operators:
Non-layout sensitive operator. [Enable Hardsigmoid for QNN EP using SDK support direct support](https://github.com/microsoft/onnxruntime/pull/20956)
Layout sensitive operator. [Add InstanceNormalization operator to QNN EP](https://github.com/microsoft/onnxruntime/pull/14867)
Non-layout sensitive operator. [Enable Hardsigmoid for QNN EP using SDK support direct support](https://github.com/microsoft/onnxruntime/pull/20956)
Layout sensitive operator. [Add InstanceNormalization operator to QNN EP](https://github.com/microsoft/onnxruntime/pull/14867)

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