UserWarning: nn.Upsample is deprecated. Use nn.functional.interpolate instead

1

Hi,
I encountered a problem when I changed nn.Upsample to nn.functional.interpolate.
I want to put nn.functional.interpolate into nn.Sequential by building Interpolate class, but an error occurred.How can I modify the code?

class Interpolate(nn.Module):
    def init(self, scale_factor, mode):
        super(Interpolate, self).init()
        self.interpolate = nn.functional.interpolate
        self.scale_factor = scale_factor
        self.mode = mode
    def forward(self, x):
        x = self.interpolate(x, scale_factor=self.scale_factor, mode=self.mode)
        return x

        self.decoder_s = nn.Sequential(
            Interpolate(scale_factor=7, mode='bilinear'),

TypeError: __init__() got an unexpected keyword argument 'scale_factor'
[Finished in 2.9s with exit code 1]
2

You are missing __init__ method.

class Interpolate(nn.Module):
    def __init__(self, scale_factor, mode):
        super(Interpolate, self).__init__()
        self.interpolate = nn.functional.interpolate
        self.scale_factor = scale_factor
        self.mode = mode
    def forward(self, x):
        x = self.interpolate(x, scale_factor=self.scale_factor, mode=self.mode)
        return x
1 Like
3

This is indeed the problem. Thanks for your help!