diff --git a/egs/librispeech/ASR/pruned_transducer_stateless_gtrans/.conformer.py.swp b/egs/librispeech/ASR/pruned_transducer_stateless_gtrans/.conformer.py.swp
index 662ffd401..dcd2592eb 100644
Binary files a/egs/librispeech/ASR/pruned_transducer_stateless_gtrans/.conformer.py.swp and b/egs/librispeech/ASR/pruned_transducer_stateless_gtrans/.conformer.py.swp differ
diff --git a/egs/librispeech/ASR/pruned_transducer_stateless_gtrans/conformer.py b/egs/librispeech/ASR/pruned_transducer_stateless_gtrans/conformer.py
index d7317ae46..3d307a6ef 100644
--- a/egs/librispeech/ASR/pruned_transducer_stateless_gtrans/conformer.py
+++ b/egs/librispeech/ASR/pruned_transducer_stateless_gtrans/conformer.py
@@ -204,15 +204,12 @@ class Conformer(EncoderInterface):
         x = x.permute(1, 0, 2)  # (T, N, C) ->(N, T, C)
         
         layer_output = [x.permute(1, 0, 2) for x in layer_output]
-        '''
-        x = self.layer_norm(1/4*(self.sigmoid(self.alpha[0])*layer_output[2] + \
+        x = self.layer_norm(1/3*(self.sigmoid(self.alpha[0])*layer_output[2] + \
                                  self.sigmoid(self.alpha[1])*layer_output[5] + \
-                                 self.sigmoid(self.alpha[2])*layer_output[8] + \
-                                 self.sigmoid(self.alpha[3])*layer_output[11]
+                                 self.sigmoid(self.alpha[2])*layer_output[8]
+                                 #self.sigmoid(self.alpha[3])*layer_output[11]
                                 )
                             )
-        '''
-        x = layer_output[2]
 
         return x, lengths