worker = worker(min_budget=min_budget,
max_budget=max_budget,
eta=eta,
search_space=args.space,
nasbench_data=nasbench,
seed=args.seed,
nameserver=ns_host,
nameserver_port=ns_port,
run_id=args.run_id)
worker.run(background=True)
#instantiate BOHB and run it
result_logger = hputil.json_result_logger(directory=args.working_directory,
overwrite=True)
HPB = BOHB(configspace=worker.get_config_space(),
working_directory=args.working_directory,
run_id=args.run_id,
eta=eta,
min_budget=min_budget,
max_budget=max_budget,
host=ns_host,
nameserver=ns_host,
nameserver_port=ns_port,
ping_interval=3600,
result_logger=result_logger)
res = HPB.run(n_iterations=args.num_iterations,
min_n_workers=args.total_num_workers)
with open(os.path.join(args.working_directory, 'results.pkl'), 'wb') as fh:
search_space=args.space,
algorithm=args.algorithm,
nasbench_data=nasbench,
seed=args.seed,
unrolled=args.unrolled,
nameserver=ns_host,
nameserver_port=ns_port,
run_id=args.run_id)
worker.run(background=True)
#instantiate BOHB and run it
result_logger = hputil.json_result_logger(directory=args.working_directory,
overwrite=True)
HPB = BOHB(
configspace=worker.get_config_space(),
working_directory=args.working_directory,
run_id=args.run_id,
eta=eta,
min_budget=min_budget,
max_budget=max_budget,
host=ns_host,
nameserver=ns_host,
nameserver_port=ns_port,
ping_interval=3600,
result_logger=result_logger,
start_from_default=True,
)
res = HPB.run(n_iterations=args.num_iterations,
min_n_workers=args.total_num_workers)