def __init__(self,
fidelity: Fidelity,
space: Union[Space, Dict],
seed=0,
**kwargs):
self.identity = 'uid'
for k, v in kwargs.items():
debug(f'used parameter ({k}: {v})')
if isinstance(space, dict):
space = Space.from_dict(space)
if space is not None:
space.identity(self.identity)
if isinstance(fidelity, dict):
fidelity = Fidelity.from_dict(fidelity)
self.fidelity = fidelity
self.space = space
self.seed = seed
self.seed_time = 0
self.manual_insert = 0
self.manual_samples = []
self.manual_fidelity = []
self.trials = OrderedDict()
def load_state_dict(self, state):
state = decompress_dict(state)
self.space = Space.from_dict(state['space'])
self.seed = state['seed']
self.manual_samples = state['manual_samples']
self.manual_fidelity = state['manual_fidelity']
self.manual_insert = state['manual_insert']
self.seed_time = state['seed_time']
self.fidelity = Fidelity.from_dict(state['fidelity'])
self.trials = OrderedDict(
(k, Trial.from_dict(t)) for k, t in state['trials'])
return self