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eliminate transpose #63948

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merged 5 commits into from
Apr 29, 2024
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@zhiqiu zhiqiu commented Apr 28, 2024

PR Category

Auto Parallel

PR Types

Performance

Description

ATT
In some case, transpose can be simplified to reshape, to reduce kernel time.
For example, Tensor a.shape=[1, 1024, 4096], transpose a with perm [1, 0, 2], which is a common case of LLM hidden_states with shape=[b,s,h]
Pcard-73145

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paddle-bot bot commented Apr 28, 2024

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@zhiqiu zhiqiu force-pushed the dev/eliminate_transpose branch from 177d35d to a9b0aae Compare April 28, 2024 09:44
zhangbo9674
zhangbo9674 previously approved these changes Apr 28, 2024
@zhangbo9674 zhangbo9674 merged commit 2a2f635 into PaddlePaddle:develop Apr 29, 2024
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runzhech pushed a commit to runzhech/Paddle that referenced this pull request Apr 30, 2024
* replace transpose by reshape in some cases

* support transpose backward

* add to engine

* remove program_guard

* add ut
runzhech pushed a commit to runzhech/Paddle that referenced this pull request Apr 30, 2024
* replace transpose by reshape in some cases

* support transpose backward

* add to engine

* remove program_guard

* add ut
co63oc pushed a commit to co63oc/Paddle that referenced this pull request May 6, 2024
* replace transpose by reshape in some cases

* support transpose backward

* add to engine

* remove program_guard

* add ut
hxzd5568 pushed a commit to hxzd5568/Paddle that referenced this pull request May 8, 2024
* replace transpose by reshape in some cases

* support transpose backward

* add to engine

* remove program_guard

* add ut
co63oc pushed a commit to co63oc/Paddle that referenced this pull request May 10, 2024
* replace transpose by reshape in some cases

* support transpose backward

* add to engine

* remove program_guard

* add ut
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2 participants