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请问real训练过程为何掩码也进行随机裁剪 #49

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dongruoyu1 opened this issue Nov 29, 2023 · 2 comments
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请问real训练过程为何掩码也进行随机裁剪 #49

dongruoyu1 opened this issue Nov 29, 2023 · 2 comments

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@dongruoyu1
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real训练的时候对高光谱数据集裁剪为38438428的数据，而掩码也随机裁剪为384384，这样岂不是每次裁剪出来的掩码是不一样的，而我们用来测试的时候，mask是660660的，为什么不用660*660的mask加入训练？
@caiyuanhao1998
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因为660×660输入时，计算量太大，如果你有A100，当然也可以用660×660

@dongruoyu1
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如果按照384384的随机掩码模型进行训练，而测试时我们用的measurement实际上是经过660660的掩码并色散形成的，这样的训练模型是不是就说明measurement可以由任何其他的不一样但尺寸相同的掩码进行测试？

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@caiyuanhao1998 @dongruoyu1