syne_tune.backend.trial_status module

class syne_tune.backend.trial_status.Status

Bases: object

completed: str = 'Completed'

in_progress: str = 'InProgress'

failed: str = 'Failed'

paused: str = 'Paused'

stopped: str = 'Stopped'

stopping: str = 'Stopping'

class syne_tune.backend.trial_status.Trial(trial_id, config, creation_time)

Bases: object

trial_id: int

config: Dict[str, object]

creation_time: datetime

add_results(metrics, status, training_end_time)

class syne_tune.backend.trial_status.TrialResult(trial_id, config, creation_time, metrics, status, training_end_time=None)

Bases: Trial

metrics: List[Dict[str, object]]

status: Literal['Completed', 'InProgress', 'Failed', 'Stopped', 'Stopping']

training_end_time: Optional[datetime] = None

property seconds

property cost