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Enable shape-sensitive analysis in ProfileExplorer for GPU kernels - #13647

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Abhishek Udupa (abudup) merged 2 commits into
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abudup/profile_explorer_improvements
Nov 15, 2022
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Enable shape-sensitive analysis in ProfileExplorer for GPU kernels#13647
Abhishek Udupa (abudup) merged 2 commits into
mainfrom
abudup/profile_explorer_improvements

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Description

Improve the profile explorer by enabling shape sensitivity for GPU kernels.

Motivation and Context

Due to problems with the ROCM profiler, it was previously challenging to retrieve the shapes corresponding to a GPU kernel event. PR 13546 addresses these problems, so it's now possible to retrieve shapes from the ORT ROCM/CUDA profilers. This PR leverages PR 13546 to enable shape-sensitive GPU kernel ranking.

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Abhishek Udupa (abudup) merged commit 9c6c219 into main Nov 15, 2022
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Abhishek Udupa (abudup) deleted the abudup/profile_explorer_improvements branch November 15, 2022 18:05
MS (simon-moo) pushed a commit to simon-moo/onnxruntime that referenced this pull request Dec 21, 2022
…icrosoft#13647)

### Description
Improve the profile explorer by enabling shape sensitivity for GPU
kernels.



### Motivation and Context
Due to problems with the ROCM profiler, it was previously challenging to
retrieve the shapes corresponding to a GPU kernel event. [PR
13546](microsoft#13549) addresses
these problems, so it's now possible to retrieve shapes from the ORT
ROCM/CUDA profilers. This PR leverages [PR
13546](microsoft#13549) to enable
shape-sensitive GPU kernel ranking.

Co-authored-by: Abhishek Udupa <abhishek.udupa@microsoft.com>
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2 participants