Why we should do unfold?
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haochange commented
x_mat = torch.nn.functional.unfold(x, kernel_size=self.kernel_up, padding=r, stride=1)
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x_mat = torch.nn.functional.unfold(x, kernel_size=self.kernel_up, padding=r, stride=1)