(self, config = None, config_info={})
return(config_id)
function to add a new configuration to the current iteration
		
		Parameters
		----------
		
		config : valid configuration
			The configuration to add. If None, a configuration is sampled from the config_sampler
		config_info: dict
			Some information about the configuration that will be stored in the results
function to add a new configuration to the current iteration
		
		Parameters
		----------
		
		config : valid configuration
			The configuration to add. If None, a configuration is sampled from the config_sampler
		config_info: dict
			Some information about the configuration that will be stored in the results
function to add a new configuration to the current iteration Parameters ---------- config : valid configuration The configuration to add . If None a configuration is sampled from the config_sampler config_info : dict Some information about the configuration that will be stored in the results
def add_configuration(self, config = None, config_info={}):
		"""
		function to add a new configuration to the current iteration
		
		Parameters
		----------
		
		config : valid configuration
			The configuration to add. If None, a configuration is sampled from the config_sampler
		config_info: dict
			Some information about the configuration that will be stored in the results
		"""
		
		if config is None:
			config, config_info = self.config_sampler(self.budgets[self.stage])
		
		if self.is_finished:
			raise RuntimeError("This HPBandSter iteration is finished, you can't add more configurations!")

		if self.actual_num_configs[self.stage] == self.num_configs[self.stage]:
			raise RuntimeError("Can't add another configuration to stage %i in HPBandSter iteration %i."%(self.stage, self.HPB_iter))

		config_id = (self.HPB_iter, self.stage, self.actual_num_configs[self.stage])

		self.data[config_id] = Datum(config=config, config_info=config_info, budget = self.budgets[self.stage])

		self.actual_num_configs[self.stage] += 1
		
		if not self.result_logger is None:
		    self.result_logger.new_config(config_id, config, config_info)
		
		return(config_id)
def add_configuration ( self , config = None , config_info = { } ) : if config is None : config , config_info = self . config_sampler ( self . budgets [ self . stage ] ) if self . is_finished : raise RuntimeError ( "This HPBandSter iteration is finished, you can't add more configurations!" ) if self . actual_num_configs [ self . stage ] == self . num_configs [ self . stage ] : raise RuntimeError ( "Can't add another configuration to stage %i in HPBandSter iteration %i." % ( self . stage , self . HPB_iter ) ) config_id = ( self . HPB_iter , self . stage , self . actual_num_configs [ self . stage ] ) self . data [ config_id ] = Datum ( config = config , config_info = config_info , budget = self . budgets [ self . stage ] ) self . actual_num_configs [ self . stage ] += 1 if not self . result_logger is None : self . result_logger . new_config ( config_id , config , config_info ) return ( config_id )