def D(self, input, train=True):
h = input
h = self.D_l1(h)
h = L.relu(h)
h = self.D_l2(h)
h = L.relu(h)
h = self.D_l3(h)
h = L.sigmoid(h)
return h
def D(self, input, train=True):
h = input
h = self.D_l1(h)
h = L.relu(h)
h = self.D_l2(h)
h = L.relu(h)
h = self.D_l3(h)
h = L.sigmoid(h)
return h
def decode(self, input, train=True):
h = input
h = self.dec_l1(h)
h = self.dec_b1(h, train=train)
h = L.relu(h)
h = self.dec_l2(h)
h = self.dec_b2(h, train=train)
h = L.relu(h)
h = self.dec_l3(h)
h = L.sigmoid(h)
return h
def decode(self, input, train=True):
h = input
h = self.dec_l1(h)
h = self.dec_b1(h, train=train)
h = L.relu(h)
h = self.dec_l2(h)
h = self.dec_b2(h, train=train)
h = L.relu(h)
h = self.dec_l3(h)
h = L.sigmoid(h)
return h
