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[Deterministic] Move paddle version batch invariant pkg to Fastdeploy #4763
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please format you code |
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Motivation
Achieving batch invariance in the PaddlePaddle framework.
Batch invariance:https://thinkingmachines.ai/blog/defeating-nondeterminism-in-llm-inference/
想要跑通需要安装如下内容,paddle必须是比较新的(建议用最新的)
如果能看见Batch-Invariant Mode下均为0就代表正确

目前只有log_softmax算子尽管精心构造了输入数据,但是在原版实现似乎就已经具备批处理不变性了。
TODO:严格对齐API目前(mm和log_softmax还存在问题),可以考虑把test case整合进一个文件,文件中列出的若干TODO
Modifications
Usage or Command
Accuracy Tests
Checklist
[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]]pre-commitbefore commit.releasebranch, make sure the PR has been submitted to thedevelopbranch, then cherry-pick it to thereleasebranch with the[Cherry-Pick]PR tag.