code: def _dict_state_dict(xs: Dict[str, Any]) -> Dict[str, Any]:
      str_keys = set(str(k) for k in xs.keys())
      if len(str_keys) != len(xs):
          raise ValueError(
              "Dict keys do not have a unique string representation: "
              f"{str_keys} vs given: {xs}"
          )
      return {
          str(key): to_state_dict(value) 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 9 for calling a global function with example usage: _dict_state_dict(xs) and returns: unknown