diff --git a/timm/models/vision_transformer.py b/timm/models/vision_transformer.py
index 5fb5c7c7..42943fab 100644
--- a/timm/models/vision_transformer.py
+++ b/timm/models/vision_transformer.py
@@ -476,7 +476,7 @@ class VisionTransformer(nn.Module):
 
 
 def _init_weights_original(m: nn.Module, n: str = ''):
-    if isinstance(m, nn.Linear):
+    if isinstance(m, (nn.Conv2d, nn.Linear)):
         trunc_normal_(m.weight, std=.02)
         if isinstance(m, nn.Linear) and m.bias is not None:
             nn.init.constant_(m.bias, 0)