diff --git a/timm/models/davit.py b/timm/models/davit.py
index 91e5f50a..18cf5af9 100644
--- a/timm/models/davit.py
+++ b/timm/models/davit.py
@@ -576,8 +576,8 @@ class DaViT(nn.Module):
     def forward_features(self, x):
         x, sizes = self.forward_network(x)
         # take final feature and norm
-        x = self.norms(x)
-        H, W = size
+        x = self.norms(x[-1])
+        H, W = sizes[-1]
         x = x.view(-1, H, W, self.embed_dims[-1]).permute(0, 3, 1, 2).contiguous()
         return x