diff --git a/timm/layers/create_norm.py b/timm/layers/create_norm.py
index 74e893d8..75262b5e 100644
--- a/timm/layers/create_norm.py
+++ b/timm/layers/create_norm.py
@@ -10,7 +10,7 @@ from typing import Type
 
 import torch.nn as nn
 
-from .norm import GroupNorm, GroupNorm1, LayerNorm, LayerNorm2d, RmsNorm, RmsNorm2d
+from .norm import GroupNorm, GroupNorm1, LayerNorm, LayerNorm2d, RmsNorm, RmsNorm2d, SimpleNorm, SimpleNorm2d
 from torchvision.ops.misc import FrozenBatchNorm2d
 
 _NORM_MAP = dict(
@@ -23,6 +23,8 @@ _NORM_MAP = dict(
     layernorm2d=LayerNorm2d,
     rmsnorm=RmsNorm,
     rmsnorm2d=RmsNorm2d,
+    simplenorm=SimpleNorm,
+    simplenorm2d=SimpleNorm2d,
     frozenbatchnorm2d=FrozenBatchNorm2d,
 )
 _NORM_TYPES = {m for n, m in _NORM_MAP.items()}