code: def to_state_dict(target) -> Dict[str, Any]:
      """Returns a dictionary with the state of the given target."""
      if _is_namedtuple(target):
          ty = _NamedTuple
      else:
          ty = type(target)
      if ty not in _STATE_DICT_REGISTRY:
          return target
  
      ty_to_state_dict = _STATE_DICT_REGISTRY[ty][0]
      state_dict = ty_to_state_dict(target)
      if isinstance(state_dict, dict):
          for key in state_dict.keys():
              assert isinstance(
                  key, str
              ), "A state dict must only have string keys."
      return state_dict
  
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 5 for calling a global function with example usage: to_state_dict(target) and returns: state_dict, target