Extend Pad Fusion for AveragePool #21556
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smk2007
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sumitsays
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### Description This extends the existing pad_fusion for AveragePool operator i.e. fuse Pad if it is followed by AveragePool operator. ### 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. -->
prathikr
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### Description This extends the existing pad_fusion for AveragePool operator i.e. fuse Pad if it is followed by AveragePool operator. ### 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. -->
prathikr
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### Description This extends the existing pad_fusion for AveragePool operator i.e. fuse Pad if it is followed by AveragePool operator. ### 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. -->
prathikr
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Aug 7, 2024
### Description This extends the existing pad_fusion for AveragePool operator i.e. fuse Pad if it is followed by AveragePool operator. ### 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. -->
sumitsays
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Aug 8, 2024
### Description This extends the existing pad_fusion for AveragePool operator i.e. fuse Pad if it is followed by AveragePool operator. ### 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. -->
sumitsays
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Aug 12, 2024
…1670) ### Description This change cherry-picks 2 Pad fusion optimization: #21640 and #21556. It also has to cherry-pick 2 extra changes to unblock pipeline and dependency failure: #21300 and #21662 (didn't include test which are part of 1.18.1 payload). Also uploaded new version of [onnxruntime_build_dependencies:10.177](https://dev.azure.com/onnxruntime/onnxruntime/_artifacts/feed/onnxruntime/UPack/onnxruntime_build_dependencies/overview/1.0.177) and updated the same in `download-deps.yml`. Additionally it also updates DML binary to 1.15.1. ### 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: Changming Sun <chasun@microsoft.com> Co-authored-by: Tianlei Wu <tlwu@microsoft.com>
snnn
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Jan 7, 2025
### Description Fusing Pad & AveragePool requires AveragePool to use `count_include_pad=1`. If the AveragePool already set some padding and `count_include_pad=0`, fusion can't happen. This PR adds a condition to perform fusion depending on those attributes. If fusion occurs, `count_include_pad` is always set to `1`. ### Motivation and Context Fix #22177 (mislabelled as a performance issue but there's an actual bug in the implementation) Bug introduced in #21556
snnn
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Jan 8, 2025
### Description Fusing Pad & AveragePool requires AveragePool to use `count_include_pad=1`. If the AveragePool already set some padding and `count_include_pad=0`, fusion can't happen. This PR adds a condition to perform fusion depending on those attributes. If fusion occurs, `count_include_pad` is always set to `1`. ### Motivation and Context Fix #22177 (mislabelled as a performance issue but there's an actual bug in the implementation) Bug introduced in #21556
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Description
This extends the existing pad_fusion for AveragePool operator i.e. fuse Pad if it is followed by AveragePool operator.
Motivation and Context