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yygle avatar yygle commented on August 10, 2024

抱歉之前论文看得不仔细,总体的FLOPs确实是比bert-base小很多,我自己测试是在C++引擎上推理,在medium-small模型上测试的速度慢于6层的albert,因为我自己测试medium模型应该是1GFLOPs左右,但是6层albert在11GFLOPs的级别,我对此感到困惑,望解答!我的CPU(Intel(R) Xeon(R) CPU E5-2678 v3 @ 2.50GHz)

from convbert.

yygle avatar yygle commented on August 10, 2024

我想我找到问题的原因了,主要计算花在了embedding的操作上,mixed-attention确实是比self-attention要快的

from convbert.

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