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请教关于K-Shot Reweighting部分的问题 #52

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HanziGao opened this issue Apr 26, 2023 · 1 comment
Open

请教关于K-Shot Reweighting部分的问题 #52

HanziGao opened this issue Apr 26, 2023 · 1 comment

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@HanziGao
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非常感谢您的工作！
在生成K shot的权重weight_soft的过程中，您先将est_val_total进行了排序，再将排序结果输入到卷积层中，最后再按照索引取出卷积之后的结果，得到weight_soft。那为什么不将est_val_total克隆一下，把克隆的结果输入到卷积层后，将卷积的结果直接作为weight_soft。因为从结果上看这两种方法是一致的，那么进行两次排序的意义是什么呢？
@chunbolang
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您好，感谢对我们工作的关注！

两次排序的目的是为了避免样本顺序对模型推理产生影响。权重与顺序无关，与样本(集)有关。

祝好，

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@chunbolang @HanziGao