feat_model.py 文件源码

def forward(self, x, hint):
        v = self.toH(hint)

        x0 = self.to0(x)
        x1 = self.to1(x0)
        x2 = self.to2(x1)
        x3 = self.to3(torch.cat([x2, v], 1))
        x4 = self.to4(x3)

        x = self.tunnel4(x4)

        x = self.tunnel3(torch.cat([x, x3.detach()], 1))
        x = self.tunnel2(torch.cat([x, x2.detach()], 1))
        x = self.tunnel1(torch.cat([x, x1.detach()], 1))
        x = F.tanh(self.exit(torch.cat([x, x0.detach()], 1)))
        return x