[CINN]Softmax optimization based on bucket splitting strategy #71263
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lshpku
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Feb 26, 2025
lshpku
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lshpku
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lshpku
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lshpku
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Enigmatisms
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…Paddle#71263) * [CINN]Softmax optimization based on bucket splitting strategy
YqGe585
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…Paddle#71263) * [CINN]Softmax optimization based on bucket splitting strategy
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PR Category
CINNPR Types
ImprovementsDescription
softmax算子初始编译后只会产生一个kernel，其中分配1024个线程，这对于小规模输入来说，有大量资源闲置浪费，修改后，细化分桶，为不同规模输入分配不同的线程组合及计算策略。其次，kernel中的for循环的判断条件需要每次重复进行计算，严重拉慢运算速度，修改后为其设置定值，提升速度。
Pcard-85711