EarlyTerminationPolicy Class

Early termination policies enable canceling poor-performing runs before they complete.

You probably want to use the sub-classes and not this class directly. Known sub-classes are: BanditPolicy, MedianStoppingPolicy, TruncationSelectionPolicy

All required parameters must be populated in order to send to Azure.

Inheritance

azure.mgmt.machinelearningservices._serialization.Model

EarlyTerminationPolicy

Constructor

EarlyTerminationPolicy(*, delay_evaluation: int = 0, evaluation_interval: int = 0, **kwargs: Any)

Keyword-Only Parameters

Name	Description
delay_evaluation	int Number of intervals by which to delay the first evaluation.
evaluation_interval	int Interval (number of runs) between policy evaluations.

Variables

Name	Description
delay_evaluation	int Number of intervals by which to delay the first evaluation.
evaluation_interval	int Interval (number of runs) between policy evaluations.
policy_type	str or EarlyTerminationPolicyType [Required] Name of policy configuration. Required. Known values are: "Bandit", "MedianStopping", and "TruncationSelection".