code: def _restore_dict(xs, states: Dict[str, Any]) -> Dict[str, Any]:
      diff = set(map(str, xs.keys())).difference(states.keys())
      if diff:
          raise ValueError(
              "The target dict keys and state dict keys do not match, target dict"
              f" contains keys {diff} which are not present in state dict at path"
              f" {current_path()}"
          )
  
      return {
          key: from_state_dict(value, states[str(key)], name=str(key))
          for key, value in xs.items()
      }
  
imports: import enum
  import threading
  from contextlib import contextmanager
  from typing import Any, Dict, List
  import jax
  import msgpack
  import numpy
label_desc: Use image node_id 10 for calling a global function with example usage: _restore_dict(xs, states) and returns: unknown