Returns a SH iteration with only evaluations on the biggest budget
		
		Parameters
		----------
			iteration: int
				the index of the iteration to be instantiated

		Returns
		-------
			SuccessiveHalving: the SuccessiveHalving iteration with the
				corresponding number of configurations

def get_next_iteration(self, iteration, iteration_kwargs={}):
		"""
		Returns a SH iteration with only evaluations on the biggest budget
		
		Parameters
		----------
			iteration: int
				the index of the iteration to be instantiated

		Returns
		-------
			SuccessiveHalving: the SuccessiveHalving iteration with the
				corresponding number of configurations
		"""
		
		
		budgets = [self.max_budget]
		ns = [self.budget_per_iteration//self.max_budget]
		
		return(SuccessiveHalving(HPB_iter=iteration, num_configs=ns, budgets=budgets, config_sampler=self.config_generator.get_config, **iteration_kwargs))