diff --git a/avalanche/models/mobilenetv1.py b/avalanche/models/mobilenetv1.py
index 532901e16..bfdc595aa 100644
--- a/avalanche/models/mobilenetv1.py
+++ b/avalanche/models/mobilenetv1.py
@@ -22,7 +22,7 @@
 try:
     from pytorchcv.models.mobilenet import DwsConvBlock
 except Exception:
-    from pytorchcv.models.common import DwsConvBlock
+    from pytorchcv.models.common.conv import DwsConvBlock
 
 
 def remove_sequential(network: nn.Module, all_layers: List[nn.Module]):