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@lizhenyun01 lizhenyun01 commented Nov 27, 2025

Motivation

支持flash_mask_attention的backend, 只在prefill阶段生效,使用方式export FD_ATTENTION_BACKEND=FLASH_MASK_ATTN

💡 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)

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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 27, 2025

Thanks for your contribution!

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Codecov Report

❌ Patch coverage is 38.01653% with 75 lines in your changes missing coverage. Please review.
⚠️ Please upload report for BASE (release/online/20251131@bdcc952). Learn more about missing BASE report.

Files with missing lines Patch % Lines
...ecutor/layers/attention/flash_mask_attn_backend.py 36.11% 67 Missing and 2 partials ⚠️
...cutor/layers/attention/ops/flash_mask_attention.py 57.14% 3 Missing ⚠️
fastdeploy/platforms/cuda.py 0.00% 2 Missing and 1 partial ⚠️
Additional details and impacted files
@@                    Coverage Diff                     @@
##             release/online/20251131    #5256   +/-   ##
==========================================================
  Coverage                           ?   59.05%           
==========================================================
  Files                              ?      319           
  Lines                              ?    38811           
  Branches                           ?     5829           
==========================================================
  Hits                               ?    22921           
  Misses                             ?    14062           
  Partials                           ?     1828           
Flag Coverage Δ
GPU 59.05% <38.01%> (?)

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LGTM

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3 participants