diff --git a/ivy/functional/frontends/torch/nn/modules/module.py b/ivy/functional/frontends/torch/nn/modules/module.py
index b18a2f212b021..1cc8e668db55f 100644
--- a/ivy/functional/frontends/torch/nn/modules/module.py
+++ b/ivy/functional/frontends/torch/nn/modules/module.py
@@ -2,6 +2,7 @@
 import ivy
 from collections import OrderedDict
 from typing import Any, Dict, Iterator, List, Optional, Set, Tuple, Callable
+import threading
 
 # local
 from ivy.functional.frontends.torch.nn.parameter import Parameter
@@ -368,7 +369,11 @@ def __dir__(self):
     def __getstate__(self):
         state = self.__dict__.copy()
         state.pop("_compiled_call_impl", None)
+        state.pop("_thread_local", None)
+        state.pop("_metrics_lock", None)
         return state
 
     def __setstate__(self, state):
+        state["_thread_local"] = threading.local()
+        state["_metrics_lock"] = threading.Lock()
         self.__dict__.update(state)