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","."]
code: def _get_model_builder_args(self):
      return {
          "model_init_args_func": self._model_init_args_func,
          "model_init_args_func_kwargs": self._get_model_init_args_func_kwargs(),
          "modelcls": self.model_class,
          "compile_args": self.compile_args,
          "compile_kwargs": self.compile_kwargs,
          "backend": self.backend,
      }
  
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 4 for calling the HPOMixin obj's underlying member method code with example usage: obj._get_model_builder_args() and returns: dict