diff --git a/egs/librispeech/ASR/pruned_transducer_stateless_d2v_v2/.convolution.py.swp b/egs/librispeech/ASR/pruned_transducer_stateless_d2v_v2/.convolution.py.swp
index ac8eeac38..275dda21b 100644
Binary files a/egs/librispeech/ASR/pruned_transducer_stateless_d2v_v2/.convolution.py.swp and b/egs/librispeech/ASR/pruned_transducer_stateless_d2v_v2/.convolution.py.swp differ
diff --git a/egs/librispeech/ASR/pruned_transducer_stateless_d2v_v2/convolution.py b/egs/librispeech/ASR/pruned_transducer_stateless_d2v_v2/convolution.py
index be8b1146c..5d404ca37 100644
--- a/egs/librispeech/ASR/pruned_transducer_stateless_d2v_v2/convolution.py
+++ b/egs/librispeech/ASR/pruned_transducer_stateless_d2v_v2/convolution.py
@@ -80,5 +80,7 @@ class ConvolutionModule(nn.Module):
         x = self.pointwise_conv2(x)
         x = x.transpose(1, 2)
         x = self.layer_norm(x)
+        
+        x += residual
 
         return x