Improved dynamic forwarding

Author: TahaZahid05

ignite/distributed/comp_models/native.py

@@ -149,8 +149,13 @@ def _create_from_backend(
                 init_pg_kwargs["world_size"] = int(os.environ["WORLD_SIZE"]) if world_size is None else world_size
                 init_pg_kwargs["rank"] = int(os.environ["RANK"]) if rank is None else rank
 
-            # forward any remaining kwargs to support custom arguments like pg_options, etc.
-            init_pg_kwargs.update(kwargs)
+            # Only forward kwargs that are valid parameters of dist.init_process_group
+            import inspect
+
+            sig = inspect.signature(dist.init_process_group)
+            for key, val in kwargs.items():
+                if key in sig.parameters:
+                    init_pg_kwargs[key] = val
 
             dist.init_process_group(backend, init_method=init_method, **init_pg_kwargs)