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[SOT][DynamicShape] Dont use static dim when dim hit count >= 5 by SigureMo · Pull Request #72174 · PaddlePaddle/Paddle · GitHub
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[SOT][DynamicShape] Dont use static dim when dim hit count >= 5 #72174
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Merged
SigureMo
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PaddlePaddle:develop
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cattidea:sot/dont-use-static-dim-when-dim-hit-count-ge-5
Apr 10, 2025
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[SOT][DynamicShape] Dont use static dim when dim hit count >= 5 #72174
SigureMo
merged 1 commit into
PaddlePaddle:develop
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cattidea:sot/dont-use-static-dim-when-dim-hit-count-ge-5
Apr 10, 2025
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python/paddle/jit/sot/opcode_translator/executor/variables/basic.py:122
- The removal of STATIC_DIM_FREQ_THRESHOLD is correct, but please ensure that all related documentation and inline comments are updated accordingly to avoid any confusion regarding the new dynamic shape behavior.
STATIC_DIM_FREQ_THRESHOLD = 5
python/paddle/jit/sot/opcode_translator/executor/variables/basic.py:1056
- Ensure that tests cover the dynamic shape behavior now that the threshold check is removed, particularly in repeated compilation scenarios where the value frequencies interact differently.
if symbolic_input[value] >= STATIC_DIM_FREQ_THRESHOLD:
gouzil
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Apr 10, 2025
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PR Category
Execute Infrastructure
PR Types
Performance
Description
移除一旦某个维度 hit 次数超过 5 则使用静态 shape 的策略，目前该策略在无重复编译的情况没有效果，因为不会继续计数，在有重复编译的场景，大概率是动态 shape，而该策略会使得模型变回静态 shape，大幅增加编译时间，因此当前阶段移除掉，后续会考虑其他优化手段