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### Description This change cherry-picks 2 Pad fusion optimization: https://github.com/microsoft/onnxruntime/pull/21640 and https://github.com/microsoft/onnxruntime/pull/21556. It also has to cherry-pick 2 extra changes to unblock pipeline and dependency failure: https://github.com/microsoft/onnxruntime/pull/21300 and https://github.com/microsoft/onnxruntime/pull/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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1.18.2
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