Comments (7)
in training, we also have three resnetblock 3, 7, 11, but in inference, we will fuse three kernel size into one, 11, u can check the inference function in rep_conv
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in training, we also have three resnetblock 3, 7, 11, but in inference, we will fuse three kernel size into one, 11, u can check the inference function in
rep_conv
ok, thanks, I will check it.
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@azraelkuan do it this way, whether training and inference exist gap?
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no quality gap, the weight is equal in training and inference
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@azraelkuan thanks, another question, you generator does not have skip connetction(residual connect). This is different from hifigan, without it, does quailty decay?
def forward(self, x):
x = self.input_conv(x)
for i in range(len(self.upsamples)):
x = self.upsamples[i](x)
if self.training:
x = self.blocks[i](x)
else:
x = self.blocks[i].inference(x)
x = self.non_linear(x)
x = self.output_conv(x)
return
and in repconv
def forward(self, x: torch.Tensor) -> torch.Tensor:
for idx in range(len(self.convs1)):
x = self.act(x)
x = self.convs1[idx](x)
if self.use_additional_convs:
x = self.act(x)
x = self.convs2[idx](x)
return x
and resblock_dilations is different, origin len is 3, but yours is 4
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check this:
Line 27 in 26323d2
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Thank you very much!
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