diff --git a/python/tvm/relax/frontend/torch/fx_translator.py b/python/tvm/relax/frontend/torch/fx_translator.py
index 676f63b5c359..28d9a9f52373 100644
--- a/python/tvm/relax/frontend/torch/fx_translator.py
+++ b/python/tvm/relax/frontend/torch/fx_translator.py
@@ -1069,6 +1069,7 @@ def _batch_norm_2d(self, node: fx.node.Node) -> relax.Var:
 
     def _layer_norm(self, node: fx.node.Node) -> relax.Var:
         import torch  # type: ignore
+        from torch.fx.immutable_collections import immutable_list
         import numpy as np  # type: ignore
 
         x = self.env[node.args[0]]
@@ -1077,8 +1078,8 @@ def _layer_norm(self, node: fx.node.Node) -> relax.Var:
         if node.target not in self.named_modules:
             # static or symbolic
             arg = node.args[1]
-            if isinstance(arg, tuple):
-                value = arg
+            if isinstance(arg, (immutable_list, tuple)):
+                value = tuple(arg)
             else:
                 try:
                     value = self.env[arg]