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原论文指标 #23

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snant opened this issue Nov 13, 2020 · 7 comments
Open

原论文指标 #23

snant opened this issue Nov 13, 2020 · 7 comments

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@snant
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snant commented Nov 13, 2020

你好，我在cub上跑到最好88.85（epoch93），在aircraft上最好94.18（epoch97），总的训练代数都是200，一直跑不到原论文指标，可能是什么原因导致的。
@ZF4444
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ZF4444 commented Nov 13, 2020

你好，我一般最好的指标是在epoch100以后，还有你是跑的最新的代码吗？我添加了color distort进行数据增强。

@snant
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snant commented Nov 13, 2020

img = transforms.ColorJitter(brightness=0.2, contrast=0.2)(img)？就是这版代码吧，跟batch有没有关系？我的batch为4，比你的小一些

@ZF4444
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ZF4444 commented Nov 13, 2020

有关系，目前的batch size是我试过最好的

@snant
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snant commented Nov 30, 2020

没有设置seed导致每次跑出来结果都不一样，这样是不是可以认为模型最好结果有一定随机性呢

@ZF4444
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ZF4444 commented Nov 30, 2020

没有设置seed导致每次跑出来结果都不一样，这样是不是可以认为模型最好结果有一定随机性呢

对的

@snant
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snant commented Nov 30, 2020

能加个你的联系方式吗，还有一些问题想问一下

@ZF4444
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ZF4444 commented Nov 30, 2020

我的名字里是qq号

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@ZF4444 @snant