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[SOT] Add fine gate side effects changed check for dict like proxy data by SigureMo · Pull Request #73549 · PaddlePaddle/Paddle · GitHub
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[SOT] Add fine gate side effects changed check for dict like proxy data #73549
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Merged
risemeup1
merged 1 commit into
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cattidea:sot/add-fine-gate-side-effects-changed-check
Jun 23, 2025
Merged
[SOT] Add fine gate side effects changed check for dict like proxy data #73549
risemeup1
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Jun 23, 2025
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你的PR提交成功,感谢你对开源项目的贡献! |
zyfncg
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Jun 23, 2025
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PR Category
Execute Infrastructure
PR Types
Bug fixes
Description
#73469 修改
parameters
/buffers
/sub_layers
从原来直接访问 attribute 变成了从_parameters
等 dict 上访问,这导致了部分模型生成的 side effect 恢复代码出问题:以单测中的 case 为例,这里对
self._buffers["buffer1"]
修改后使得self._buffers
处于changed
的状态(PaddlePaddle/PaddleSOT#274 引入),因此后续读取的self._buffers["buffer2"]
tracker 将会是不可信的,会变成不可 traceable 的这导致了在最终生成的 side effect 代码中,认为 buffer2 non-traceable,因此会从图上根据
___SIR_out_xxx
来 load,而它的 tracker 又不是DummyTracker
,又不会当成子图输出 store 到___SIR_out_xxx
,结果就出错了这里实际上 buffer2 并没有改过,它应该是 traceable 的,但是因为我们现在判断 changed 粒度不够细,导致了这个问题
对于
DictLikeMutableData
来说,每个 key 都是独立的容器,我们完全可以感知到哪个 key 发生了变动,如果该 key 没有发生变动,那么就不需要认为是 changed,本 PR 实现了这一点而
ListLikeMutableData
则会复杂些,本 PR 并没有修改,仍然会是粗粒度的感知,这可能会导致后续仍然会有问题,后续仍然需要优化