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@zccjjj zccjjj commented Nov 20, 2025

Motivation

Implement low-latency version communication operators for pure D requests, and high-throughput version communication operators for P requests in centralized inference scenarios.

Modifications

Usage or Command

export MOE_FFN_USE_DENSE_INPUT=1

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 Nov 20, 2025

Thanks for your contribution!

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codecov-commenter commented Nov 21, 2025

Codecov Report

✅ All modified and coverable lines are covered by tests.
⚠️ Please upload report for BASE (develop@b6f8069). Learn more about missing BASE report.

Additional details and impacted files
@@            Coverage Diff             @@
##             develop    #5145   +/-   ##
==========================================
  Coverage           ?   59.80%           
==========================================
  Files              ?      325           
  Lines              ?    40203           
  Branches           ?     6084           
==========================================
  Hits               ?    24042           
  Misses             ?    14272           
  Partials           ?     1889           
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@zccjjj zccjjj force-pushed the develop branch 6 times, most recently from 57bf185 to 5fbe284 Compare November 25, 2025 06:43
@zccjjj zccjjj force-pushed the develop branch 5 times, most recently from b5f1dad to f7bc8c8 Compare December 4, 2025 11:33
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@zhupengyang zhupengyang left a comment

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LGTM

@zhupengyang zhupengyang merged commit e927c65 into PaddlePaddle:develop Dec 5, 2025
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3 participants