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 40be3a887..200f0c340 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 a175a24bb..494d7592e 100644
--- a/egs/librispeech/ASR/pruned_transducer_stateless_gtrans/conformer.py
+++ b/egs/librispeech/ASR/pruned_transducer_stateless_gtrans/conformer.py
@@ -205,12 +205,9 @@ class Conformer(EncoderInterface):
         
         layer_output = [x.permute(1, 0, 2) for x in layer_output]
         
-        x = self.layer_norm(1/6*(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[4])*layer_output[14] + \
-                                 self.sigmoid(self.alpha[5])*layer_output[17]
+        x = self.layer_norm(1/3*(self.sigmoid(self.alpha[0])*layer_output[3] + \
+                                 self.sigmoid(self.alpha[1])*layer_output[7] + \
+                                 self.sigmoid(self.alpha[2])*layer_output[11] + \
                                 )
                             )