diff --git a/models.py b/models.py
index 272f53a..3302431 100644
--- a/models.py
+++ b/models.py
@@ -488,7 +488,7 @@ class FouriER(torch.nn.Module):
         self.patch_embed = PatchEmbed(in_chans=channels, patch_size=self.p.patch_size, 
                                       embed_dim=self.p.embed_dim, stride=4, padding=2)
         network = []
-        layers = [4, 4, 12, 4]
+        layers = [2, 2, 6, 2]
         embed_dims = [self.p.embed_dim, 320, 256, 128]
         mlp_ratios = [4, 4, 8, 12]
         num_heads = [2, 4, 8, 16]