Fuse Pad even if Cast is present in-between #21640
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sumitsays
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smk2007
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smk2007
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/azp run orttraining-linux-gpu-ci-pipeline, orttraining-ortmodule-distributed |
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Azure Pipelines successfully started running 2 pipeline(s). |
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/azp run orttraining-ortmodule-distributed |
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Azure Pipelines successfully started running 1 pipeline(s). |
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/azp run orttraining-linux-gpu-ci-pipeline |
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Azure Pipelines successfully started running 1 pipeline(s). |
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sumitsays
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### Description This change enhances the existing Pad Fusion to fuse Pad even if a Cast operator is present between Pad and Conv/MaxPool/AveragePool. It keeps the Cast as it is. <pre> /* * Before Fusion: * Pad * | * Cast (Optional) * | * Conv/MaxPool/AveragePool * * After Fusion: * Cast (Optional) * | * Conv/MaxPool/AveragePool */ </pre> ### 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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…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>
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### Description This change enhances the existing Pad Fusion to fuse Pad even if a Cast operator is present between Pad and Conv/MaxPool/AveragePool. It keeps the Cast as it is. <pre> /* * Before Fusion: * Pad * | * Cast (Optional) * | * Conv/MaxPool/AveragePool * * After Fusion: * Cast (Optional) * | * Conv/MaxPool/AveragePool */ </pre> ### 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 12, 2024
### Description This change enhances the existing Pad Fusion to fuse Pad even if a Cast operator is present between Pad and Conv/MaxPool/AveragePool. It keeps the Cast as it is. <pre> /* * Before Fusion: * Pad * | * Cast (Optional) * | * Conv/MaxPool/AveragePool * * After Fusion: * Cast (Optional) * | * Conv/MaxPool/AveragePool */ </pre> ### 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. -->
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Description
This change enhances the existing Pad Fusion to fuse Pad even if a Cast operator is present between Pad and Conv/MaxPool/AveragePool. It keeps the Cast as it is.
Motivation and Context