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量化效果验证的一致性

请问量化后,分类准确率衰减与其它下游任务如目标检测、语义分割等,效果会基本一致吗?或者作者您对目前大多数的量化工作,只在分类上验证效果,有什么见解吗?

Question about the learning rate

Thanks for the great work! I have a question regarding the learning rate of uniform quantization. Does the uniform quantization use the same learning rate (i.e., 2e-4) as the mixed-precision quantization?

Size of the model

Does the size of the model reduces after this implementation . I can't see any reduction after applying this . The checkpoint size remains the same . Also inference time is not reduced and even it is worse than the float model .

Am I doing anything wrong ? or is the code provided here is wrong ?

Could anyone please confirm this ?

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