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关于剪枝后模型的问题 #14

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helenxxz opened this issue Nov 30, 2020 · 1 comment
Open

关于剪枝后模型的问题 #14

helenxxz opened this issue Nov 30, 2020 · 1 comment

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@helenxxz
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helenxxz commented Nov 30, 2020 •
edited

您好！
请问您的代码剪枝后生成的模型是不是并没有完全删去通道，就是说并没有将模型的结构变化，而是把需要剪掉的通道的卷积权重置零了呢？
如果是的话，那是不是剪枝后的模型保存的占用空间与剪枝前的是一样的？那参数和FLOPS的现存量是手动按照剪枝率计算的嘛？
谢谢！#因为我在自己做resnet剪枝的时候，想要做到结构变化，但是由于downsample的存在，想减每一层有点问题，不知道该怎么处理，所以想确认下您的代码是否实现了完全剪枝改变模型结构
谢谢！！
@lmbxmu
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lmbxmu commented Nov 30, 2020

请参考：https://github.com/lmbxmu/HRankPlus

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@lmbxmu @helenxxz