bug fix

Author: Sariyusha

joeynmt/encoders.py

@@ -299,14 +299,14 @@ def forward(self, embed_src: Tensor, src_length: Tensor, mask: Tensor, \
 
         if not self.same_weights:
             if self.activation == "tanh":
-                lila_out4 = torch.tanh(self.lila4(conv_out1))
+                lila_out4 = torch.tanh(self.lila4(conv_out2))
             else:
-                lila_out4 = torch.relu(self.lila4(conv_out1))
+                lila_out4 = torch.relu(self.lila4(conv_out2))
         else:
             if self.activation == "tanh":
-                lila_out4 = torch.tanh(self.lila2(conv_out1))
+                lila_out4 = torch.tanh(self.lila2(conv_out2))
             else:
-                lila_out4 = torch.relu(self.lila2(conv_out1))
+                lila_out4 = torch.relu(self.lila2(conv_out2))
 
         # apply dropout to the rnn input
         lila_do = self.rnn_input_dropout(lila_out4)