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[Draft] unify moe op#7164

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fxyfxy777 wants to merge 1 commit intoPaddlePaddle:developfrom
fxyfxy777:feature/moe-permute-cutlass-bf16
Open

[Draft] unify moe op#7164
fxyfxy777 wants to merge 1 commit intoPaddlePaddle:developfrom
fxyfxy777:feature/moe-permute-cutlass-bf16

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@fxyfxy777
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Motivation

💡 If this PR is a Cherry Pick, the PR title needs to follow the format by adding the [Cherry-Pick] label at the very beginning and appending the original PR ID at the end. For example, [Cherry-Pick][CI] Add check trigger and logic(#5191)

💡 如若此PR是Cherry Pick,PR标题需遵循格式,在最开始加上[Cherry-Pick]标签,以及最后面加上原PR ID,例如[Cherry-Pick][CI] Add check trigger and logic(#5191)

Modifications

Usage or Command

Accuracy Tests

Checklist

  • Add at least a tag in the PR title.
    • Tag list: [[FDConfig],[APIServer],[Engine], [Scheduler], [PD Disaggregation], [Executor], [Graph Optimization], [Speculative Decoding], [RL], [Models], [Quantization], [Loader], [OP], [KVCache], [DataProcessor], [BugFix], [Docs], [CI], [Optimization], [Feature], [Benchmark], [Others], [XPU], [HPU], [GCU], [DCU], [Iluvatar], [Metax]]
    • You can add new tags based on the PR content, but the semantics must be clear.
  • Format your code, run pre-commit before commit.
  • Add unit tests. Please write the reason in this PR if no unit tests.
  • Provide accuracy results.
  • If the current PR is submitting to the release branch, make sure the PR has been submitted to the develop branch, then cherry-pick it to the release branch with the [Cherry-Pick] PR tag.

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paddle-bot bot commented Apr 2, 2026

Thanks for your contribution!

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Codecov Report

❌ Patch coverage is 39.13043% with 28 lines in your changes missing coverage. Please review.
⚠️ Please upload report for BASE (develop@938e7dd). Learn more about missing BASE report.

Files with missing lines Patch % Lines
...l_executor/layers/moe/fused_moe_cutlass_backend.py 39.13% 23 Missing and 5 partials ⚠️
Additional details and impacted files
@@            Coverage Diff             @@
##             develop    #7164   +/-   ##
==========================================
  Coverage           ?   73.26%           
==========================================
  Files              ?      376           
  Lines              ?    52891           
  Branches           ?     8248           
==========================================
  Hits               ?    38750           
  Misses             ?    11432           
  Partials           ?     2709           
Flag Coverage Δ
GPU 73.26% <39.13%> (?)

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2 participants