diff --git a/egs/librispeech/ASR/pruned_transducer_stateless_gtrans/.conformer_randomcombine.py.swp b/egs/librispeech/ASR/pruned_transducer_stateless_gtrans/.conformer_randomcombine.py.swp
index 9952d3854..ebad16143 100644
Binary files a/egs/librispeech/ASR/pruned_transducer_stateless_gtrans/.conformer_randomcombine.py.swp and b/egs/librispeech/ASR/pruned_transducer_stateless_gtrans/.conformer_randomcombine.py.swp differ
diff --git a/egs/librispeech/ASR/pruned_transducer_stateless_gtrans/conformer_randomcombine.py b/egs/librispeech/ASR/pruned_transducer_stateless_gtrans/conformer_randomcombine.py
index 308d52d10..8bf6116c1 100644
--- a/egs/librispeech/ASR/pruned_transducer_stateless_gtrans/conformer_randomcombine.py
+++ b/egs/librispeech/ASR/pruned_transducer_stateless_gtrans/conformer_randomcombine.py
@@ -216,19 +216,17 @@ class Conformer(EncoderInterface):
         
         if self.group_num != 0:
             x = 0
-            '''
             for enum, alpha in enumerate(self.alpha):
                 x += self.sigmoid(alpha) * layer_outputs[(enum+1)*self.group_layer_num-1]
             x = self.layer_norm(x/self.group_num)
-            '''
             #x = self.sigmoid(self.alpha[-1]) * layer_outputs[17]
-            x = self.sigmoid(self.alpha[-2]) * layer_outputs[14]
-            x += self.sigmoid(self.alpha[-3]) * layer_outputs[11]
-            x += self.sigmoid(self.alpha[-4]) * layer_outputs[8]
-            x += self.sigmoid(self.alpha[-5]) * layer_outputs[5]
-            x += self.sigmoid(self.alpha[-6]) * layer_outputs[2]
+            #x += self.sigmoid(self.alpha[-2]) * layer_outputs[14]
+            #x += self.sigmoid(self.alpha[-3]) * layer_outputs[11]
+            #x += self.sigmoid(self.alpha[-4]) * layer_outputs[8]
+            #x += self.sigmoid(self.alpha[-5]) * layer_outputs[5]
+            #x += self.sigmoid(self.alpha[-6]) * layer_outputs[2]
             #x += self.sigmoid(self.alpha[2]) * layer_outputs[5]
-            x = self.layer_norm(x)
+            #x = self.layer_norm(x)
             #x = self.sigmoid(self.alpha[-1]) * layer_outputs[17]
             #x += self.sigmoid(self.alpha[-2]) * layer_outputs[