Repository navigation
fix: match LayerNorm autocast policy - #263
Merged
Merged
Conversation
JYMiracle305
force-pushed
the
fix/layernorm-autocast-policy
branch
from
November 10, 2026 07:40
8e5313e to
6170847
Compare
chen2021673
approved these changes
Nov 10, 2026
Contributor
Author
chen2021673
approved these changes
Nov 10, 2026
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.


背景
LayerNorm autograd function 注册的 op 名是
LayerNormFunction,autocast 去掉Function后缀后实际查找的是LayerNorm。但 cast policy 表里写成了Layernorm,导致预期的 FP32 autocast policy 没有匹配成功,BF16 输入仍保持 BF16。在 BF16 训练路径中,这会暴露 dtype 不一致问题,尤其是相邻 Linear backward kernel 会将梯度提升为 FP32 的场景。
修改内容
Layernorm修正为LayerNorm。device.hinclude。