I try to add a Identity like this :
class Iden(nn.Module): def __init__(self, c1, c2): super(Iden, self).__init__() self.conv = nn.Identity() def forward(self, x): x = self.conv(x) return x
it's just add a placehoder, In theory, it will not affect the accuracy of the model， but In our experiment, it greatly affected the accuracy of the model。 model mAE score was 2.14e-05 but got 0.0095 when we dont add the nn.Identity on the first epoch
I try to add a Identity like this :
class Iden(nn.Module): def __init__(self, c1, c2): super(Iden, self).__init__() self.conv = nn.Identity() def forward(self, x): x = self.conv(x) return xit's just add a placehoder, In theory, it will not affect the accuracy of the model， but In our experiment, it greatly affected the accuracy of the model。 model mAE score was 2.14e-05 but got 0.0095 when we dont add the nn.Identity on the first epoch