code: def as_shared_objects(obj):
      if isinstance(obj, tuple):
          return tuple(as_shared_objects(x) for x in obj)
      elif isinstance(obj, chainer.Link):
          return share_params_as_shared_arrays(obj)
      elif isinstance(obj, chainer.Optimizer):
          return share_states_as_shared_arrays(obj)
      elif isinstance(obj, mp.sharedctypes.Synchronized):
          return obj
      else:
          raise ValueError("")
  
imports: import multiprocessing
  import warnings
  import chainer
  import numpy
  import chainerrl
  from chainerrl.misc import random_seed
label_desc: Use image node_id 12 for calling a global function with example usage: as_shared_objects(obj) and returns: tuple, share_params_as_shared_arrays, share_states_as_shared_arrays, obj