def get_mid(self, x):
    (out1, out2) = (self.encoder(x), self.encoder(x))
    mu = self.fc11(out1.view(out1.size(0), (- 1)))
    return mu
def get_mid(self, x):
    (out1, out2) = (self.encoder(x), self.encoder(x))
    mu = self.fc11(out1.view(out1.size(0), (- 1)))
    return mu