class_docstr: A Minin object to add hpo related methods to models.
  
  It is used to add hpo related search methods onto
  tf.keras.Sequential, tf.keras.Model, as well as custom
      model subclassing from tf.keras.Model.
class_docstr_tok: ["A","Minin","object","to","add","hpo","related","methods","to","models",".","It","is","used","to","add","hpo","related","search","methods","onto","tf.keras.Sequential",",","tf.keras.Model",",","as","well","as","custom","model","subclassing","from","tf.keras.Model","."]
docstr: A stand-alone function for running parallel search.
docstr_tok: ["A","stand-alone","function","for","running","parallel","search","."]
code: def _run_search_subproc(
      study,
      get_model_builder_func,
      get_model_builder_func_args,
      backend,
      target_metric,
      isprune,
      report_method,
      fit_kwargs,
      run_kwargs,
  ):
      """A stand-alone function for running parallel search."""
      # # run optimize
      model_builder = get_model_builder_func(
          **get_model_builder_func_args
      )
  
      objective = HPOMixin._create_objective(
          model_builder,
          target_metric,
          isprune,
          fit_kwargs,
          backend,
          report_method,
      )
  
      study.optimize(objective, **run_kwargs)
  
imports: import copy
  import warnings
  from .objective import Objective
  from bigdl.nano.automl.hpo.backend import create_hpo_backend
  from bigdl.nano.automl.hpo.search import _search_summary, _end_search, _create_study, _validate_args, _strip_val_prefix, _prepare_args
  from bigdl.nano.automl.hpo.space import AutoObject
  from bigdl.nano.utils.common import invalidInputError
  from bigdl.nano.automl.utils.parallel import run_parallel
  import math
label_desc: Use image node_id 6 for calling the HPOMixin obj's underlying member method code with example usage: obj._run_search_subproc(study, get_model_builder_func, get_model_builder_func_args, backend, target_metric, isprune, report_method, fit_kwargs, run_kwargs) without return types