follow @arquolo feedback and advice for MaxViT

lucidrains · Jun 29, 2022 · 9f87d1c · 9f87d1c
1 parent 2c6dd70
commit 9f87d1c
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Showing 2 changed files with 4 additions and 2 deletions.
diff --git a/setup.py b/setup.py
@@ -3,7 +3,7 @@
 setup(
   name = 'vit-pytorch',
   packages = find_packages(exclude=['examples']),
-  version = '0.35.5',
+  version = '0.35.6',
   license='MIT',
   description = 'Vision Transformer (ViT) - Pytorch',
   long_description_content_type = 'text/markdown',

diff --git a/vit_pytorch/max_vit.py b/vit_pytorch/max_vit.py
@@ -103,7 +103,9 @@ def MBConv(
         nn.Conv2d(dim_in, hidden_dim, 1),
         nn.BatchNorm2d(hidden_dim),
         nn.GELU(),
-        nn.Conv2d(hidden_dim, hidden_dim, 3, stride = stride, padding = 1, groups = dim_out),
+        nn.Conv2d(hidden_dim, hidden_dim, 3, stride = stride, padding = 1, groups = hidden_dim),
+        nn.BatchNorm2d(hidden_dim),
+        nn.GELU(),
         SqueezeExcitation(hidden_dim, shrinkage_rate = shrinkage_rate),
         nn.Conv2d(hidden_dim, dim_out, 1),
         nn.BatchNorm2d(dim_out)