diff --git a/timm/models/davit.py b/timm/models/davit.py
index ef31be5a..99af9bca 100644
--- a/timm/models/davit.py
+++ b/timm/models/davit.py
@@ -389,8 +389,8 @@ class DaViTStage(nn.Module):
             for attention_id, attention_type in enumerate(attention_types):
                 if attention_type == 'channel':
                     dual_attention_block.append(ChannelBlock(
-                        dim=self.embed_dims[item],
-                        num_heads=self.num_heads[item],
+                        dim=embed_dims[item],
+                        num_heads=num_heads[item],
                         mlp_ratio=mlp_ratio,
                         qkv_bias=qkv_bias,
                         drop_path=drop_path_rates[len(attention_types) * block_idx + attention_id],
@@ -400,8 +400,8 @@ class DaViTStage(nn.Module):
                     ))
                 elif attention_type == 'spatial':
                     dual_attention_block.append(SpatialBlock(
-                        dim=self.embed_dims[item],
-                        num_heads=self.num_heads[item],
+                        dim=embed_dims[item],
+                        num_heads=num_heads[item],
                         mlp_ratio=mlp_ratio,
                         qkv_bias=qkv_bias,
                         drop_path=drop_path_rates[len(attention_types) * block_idx + attention_id],