HyperParameterOpt Namespace Reference

Variables
	level
	parser = argparse.ArgumentParser(description='Example 1 - sequential and local execution.')
	type
	float
	help
	default
	int
	str
	args = parser.parse_args()
	NS = hpns.NameServer(run_id='example2', host='127.0.0.1', port=None)
list	workers = []
	w = MyWorker(sleep_interval = 0.5, nameserver='127.0.0.1',run_id='example2', id=i)
	background
	result_logger = hpres.json_result_logger(directory=args.shared_directory, overwrite=True)
	bohb
	res = bohb.run(n_iterations=args.n_iterations, min_n_workers=args.n_workers)
	shutdown_workers
	id2config = res.get_id2config_mapping()
	incumbent = res.get_incumbent_id()
	all_runs = res.get_all_runs()

Variable Documentation

all_runs

HyperParameterOpt.all_runs = res.get_all_runs()

args

HyperParameterOpt.args = parser.parse_args()

background

HyperParameterOpt.background

bohb

HyperParameterOpt.bohb

Initial value:

=  BOHB(  configspace = w.get_configspace(),
              run_id = 'example2',
              min_budget=args.min_budget, max_budget=args.max_budget,
              result_logger=result_logger
           )

default

HyperParameterOpt.default

float

HyperParameterOpt.float

help

HyperParameterOpt.help

id2config

HyperParameterOpt.id2config = res.get_id2config_mapping()

incumbent

HyperParameterOpt.incumbent = res.get_incumbent_id()

int

HyperParameterOpt.int

level

HyperParameterOpt.level

NS

HyperParameterOpt.NS = hpns.NameServer(run_id='example2', host='127.0.0.1', port=None)

parser

HyperParameterOpt.parser = argparse.ArgumentParser(description='Example 1 - sequential and local execution.')

res

HyperParameterOpt.res = bohb.run(n_iterations=args.n_iterations, min_n_workers=args.n_workers)

result_logger

HyperParameterOpt.result_logger = hpres.json_result_logger(directory=args.shared_directory, overwrite=True)

shutdown_workers

HyperParameterOpt.shutdown_workers

str

HyperParameterOpt.str

type

HyperParameterOpt.type

w

HyperParameterOpt.w = MyWorker(sleep_interval = 0.5, nameserver='127.0.0.1',run_id='example2', id=i)

workers

list HyperParameterOpt.workers = []