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[XPU] Add XPU support for speculate_save_output_with_topk.#6611

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Jiajun-Ji wants to merge 1 commit intoPaddlePaddle:developfrom
Jiajun-Ji:speculate_save_output_with_topk
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[XPU] Add XPU support for speculate_save_output_with_topk.#6611
Jiajun-Ji wants to merge 1 commit intoPaddlePaddle:developfrom
Jiajun-Ji:speculate_save_output_with_topk

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@Jiajun-Ji
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Motivation

Add XPU support for the speculate_save_output_with_topk op.
Integrate it into fastdeploy/spec_decode/mtp.py and fastdeploy/model_executor/xpu_pre_and_post_process.py.

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 Mar 2, 2026

Thanks for your contribution!

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Codecov Report

❌ Patch coverage is 0% with 2 lines in your changes missing coverage. Please review.
⚠️ Please upload report for BASE (develop@6d83dcc). Learn more about missing BASE report.

Files with missing lines Patch % Lines
...tdeploy/model_executor/xpu_pre_and_post_process.py 0.00% 1 Missing ⚠️
fastdeploy/spec_decode/mtp.py 0.00% 1 Missing ⚠️
Additional details and impacted files
@@            Coverage Diff             @@
##             develop    #6611   +/-   ##
==========================================
  Coverage           ?   71.59%           
==========================================
  Files              ?      394           
  Lines              ?    53837           
  Branches           ?     8444           
==========================================
  Hits               ?    38542           
  Misses             ?    12525           
  Partials           ?     2770           
Flag Coverage Δ
GPU 71.59% <0.00%> (?)

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2 participants