Fixed LSTM model

Author: PonteIneptique

boudams/model/lstm.py

@@ -24,7 +24,6 @@ def __init__(self, input_dim, emb_dim, hid_dim, n_layers, dropout):
     def forward(self, src, src_len):
 
         # src = [src sent len, batch size]
-
         embedded = self.dropout(self.embedding(src))
 
         # embedded = [src sent len, batch size, emb dim]

configs/bfmmss-lstm.json

@@ -2,11 +2,10 @@
     "name": "bfmmss-lstm",
     "max_sentence_size": 150,
     "network": {
-        "emb_enc_dim": 512,
-        "enc_kernel_size": 5,
+        "emb_enc_dim": 256,
         "enc_dropout": 0.5,
         "enc_hid_dim": 512,
-        "enc_n_layers": 10
+        "enc_n_layers": 2
     },
     "model": "linear-lstm",
     "batch_size": 32,