diff --git a/torchvision/models/shufflenetv2.py b/torchvision/models/shufflenetv2.py
index 52b85244b3d..3f3322b7a88 100644
--- a/torchvision/models/shufflenetv2.py
+++ b/torchvision/models/shufflenetv2.py
@@ -35,7 +35,7 @@ def channel_shuffle(x: Tensor, groups: int) -> Tensor:
     x = torch.transpose(x, 1, 2).contiguous()
 
     # flatten
-    x = x.view(batchsize, -1, height, width)
+    x = x.view(batchsize, num_channels, height, width)
 
     return x