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学生网络与教师网络性能差距较大 #69

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TinyOD opened this issue Jul 24, 2023 · 0 comments
Open

学生网络与教师网络性能差距较大 #69

TinyOD opened this issue Jul 24, 2023 · 0 comments

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@TinyOD
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TinyOD commented Jul 24, 2023

作者您好,看了您的工作很有启发。
我把你的代码运行在其他数据集上,我自己在这个数据集上训练的教师网络可以达到75 AP,但是学生网络只能达到65 AP。请问大概是什么原因导致了这么大的gap?
教师网络backbone为ResNet-101,多尺度训练了24个epoch;学生网络backbone为ResNet-50,单尺度训练了12个epoch。

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