diff --git a/timm/models/layers/gnn_layers.py b/timm/models/layers/gnn_layers.py
index ca453e73..a26220e4 100755
--- a/timm/models/layers/gnn_layers.py
+++ b/timm/models/layers/gnn_layers.py
@@ -6,6 +6,7 @@ from torch import nn
 import torch.nn.functional as F
 from .drop import DropPath
 from .pos_embed import build_sincos2d_pos_embed
+from .fx_features import register_notrace_module
 
 
 def pairwise_distance(x, y):
@@ -226,6 +227,7 @@ def get_2d_relative_pos_embed(embed_dim, grid_size):
     return relative_pos
 
 
+@register_notrace_module  # reason: FX can't symbolically trace control flow in forward method
 class Grapher(nn.Module):
     """
     Grapher module with graph convolution and fc layers