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[Triton Kernel] Add varlen segment mean triton kernel #10369
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chang-wenbin
approved these changes
Apr 9, 2025
Codecov ReportAttention: Patch coverage is
Additional details and impacted files@@ Coverage Diff @@
## develop #10369 +/- ##
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- Coverage 48.99% 48.97% -0.02%
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Files 765 766 +1
Lines 125974 126036 +62
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+ Hits 61720 61731 +11
- Misses 64254 64305 +51 ☔ View full report in Codecov by Sentry. 🚀 New features to boost your workflow:
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chang-wenbin
approved these changes
Apr 23, 2025
yuanlehome
approved these changes
Apr 23, 2025
zhoutianzi666
approved these changes
Apr 23, 2025
ZHUI
approved these changes
Apr 23, 2025
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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.