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[Triton Kernel] Add varlen segment mean triton kernel #10369

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Merged
merged 6 commits into from
Apr 23, 2025

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l1cacheDell
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Description

Add segment mean triton kernel. Implemented for segment mean operation for varlen qkv.

For example, the k tensor is: [total_seqlen, num_head, head_dim], where total_seqlen = seqlen 1 + seqlen 2 + ... + seqlen n.

So the segment mean triton kernel will do mean operation along the seqlen dim.

It will finally generate a [bsz, num_head, head_dim] shape-like result, as the result of mean value of each seqlen segment.

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paddle-bot bot commented Apr 9, 2025

Thanks for your contribution!

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codecov bot commented Apr 14, 2025

Codecov Report

Attention: Patch coverage is 17.74194% with 51 lines in your changes missing coverage. Please review.

Project coverage is 48.97%. Comparing base (f53e113) to head (b630601).
Report is 24 commits behind head on develop.

Files with missing lines Patch % Lines
paddlenlp/ops/triton_ops/segment_mean.py 16.39% 51 Missing ⚠️

❌ Your patch status has failed because the patch coverage (17.74%) is below the target coverage (80.00%). You can increase the patch coverage or adjust the target coverage.
❌ Your project status has failed because the head coverage (48.97%) is below the target coverage (58.00%). You can increase the head coverage or adjust the target coverage.

Additional details and impacted files
@@             Coverage Diff             @@
##           develop   #10369      +/-   ##
===========================================
- Coverage    48.99%   48.97%   -0.02%     
===========================================
  Files          765      766       +1     
  Lines       125974   126036      +62     
===========================================
+ Hits         61720    61731      +11     
- Misses       64254    64305      +51     

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@ZHUI ZHUI merged commit 345ff57 into PaddlePaddle:develop Apr 23, 2025
9 of 12 checks passed
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6 participants