diff --git a/Networks.py b/Networks.py
index caddcee37dd6fa4aba250dabc1d93d110e85274b..2ab865bf7b1dd6f9909a54f8734be0f150f8926c 100644
--- a/Networks.py
+++ b/Networks.py
@@ -9,13 +9,13 @@ class BaseNet(nn.Module):
     self.inputSize = inputSize
     self.outputSize = outputSize
     self.embeddings = {name : nn.Embedding(len(dicts.dicts[name]), self.embSize) for name in dicts.dicts.keys()}
-    self.fc1 = nn.Linear(inputSize * self.embSize, 128)
-    self.fc2 = nn.Linear(128, outputSize)
+    self.fc1 = nn.Linear(inputSize * self.embSize, 1600)
+    self.fc2 = nn.Linear(1600, outputSize)
     self.dropout = nn.Dropout(0.3)
 
   def forward(self, x) :
     x = self.dropout(self.embeddings["UPOS"](x).view(x.size(0), -1))
-    x = F.relu(self.fc1(x))
+    x = F.relu(self.dropout(self.fc1(x)))
     x = self.fc2(x)
     return x
 ################################################################################