EarlyStoppingCallback

Watch a metric emitted on eval; request_stop after N evals without improvement.

Attributes

attributenamestr

= 'early_stopping'

attributeConfigtype

= EarlyStoppingConfig

attributemetricstr

attributeeval_namestr | None

= None

attributepatienceint

= 3

attributemodestr

= 'max'

attributemin_deltafloat

= 0.0

Functions

funcon_eval(self, state, step_idx, eval_name, metrics)

Source Code

paramself

paramstate

paramstep_idx

parameval_name

parammetrics

Returns

None

func__init__(self, metric, eval_name=None, patience=3, mode='max', min_delta=0.0) -> None

paramself

parammetricstr

parameval_namestr | None

= None

parampatienceint

= 3

parammodestr

= 'max'

parammin_deltafloat

= 0.0

Returns

None