code: def __call__(self, args, config={}, **kwargs):
      new_config = copy.deepcopy(config)
      self._rand_seed()
      args = sample_config(args, new_config)
      # from .reporter import FakeReporter
      # if 'reporter' not in kwargs:
      #    logger.debug('Creating FakeReporter for test purpose.')
      #    kwargs['reporter'] = FakeReporter()
  
      output = self.f(args, **kwargs)
      # logger.debug('Reporter Done!')
      # kwargs['reporter'](done=True)
      return output
  
imports: import copy
  import logging
  import argparse
  import functools
  from collections import OrderedDict
  import numpy
  import multiprocessing
  from .space import *
  from .space import _add_hp, _add_cs, _rm_hp, _strip_config_space, SPLITTER
  from .callgraph import CallCache
  from bigdl.nano.automl.utils import EasyDict
  from bigdl.nano.automl.utils import proxy_methods
  from bigdl.nano.automl.hpo.backend import create_hpo_backend
  from bigdl.nano.deps.automl.hpo_api import create_configuration_space
label_desc: Use image node_id 2 for calling the _automl_method obj's underlying member method code with example usage: obj.__call__(args, config) and returns: output