diff --git a/timm/models/davit.py b/timm/models/davit.py
index 1de48da8..a4fce297 100644
--- a/timm/models/davit.py
+++ b/timm/models/davit.py
@@ -421,7 +421,7 @@ class DaViT(nn.Module):
         for stage_id, stage_param in enumerate(self.architecture):
             layer_offset_id = len(list(itertools.chain(*self.architecture[:stage_id])))
 
-            stage = nn.ModuleList([
+            stage = MySequential(*[
                 MySequential(*[
                     ChannelBlock(
                         dim=self.embed_dims[item],