benchmarking.baselines module

class benchmarking.baselines.MethodArguments(config_space, metric, mode, random_seed, resource_attr, points_to_evaluate, max_t=None, max_resource_attr=None, use_surrogates=False, num_brackets=1, verbose=False)[source]

Bases: object

config_space: dict

metric: str

mode: str

random_seed: int

resource_attr: str

points_to_evaluate: List[dict]

max_t: Optional[int] = None

max_resource_attr: Optional[str] = None

use_surrogates: bool = False

num_brackets: Optional[int] = 1

verbose: Optional[bool] = False

class benchmarking.baselines.Methods[source]

Bases: object

BORE = 'BORE'

RS = 'RS'

TPE = 'TPE'

REA = 'REA'

BOTorch = 'BOTorch'

CQR = 'CQR'

BOHB = 'BOHB'

ASHA = 'ASHA'

ASHABORE = 'ASHABORE'

ASHACQR = 'ASHACQR'