MedianStoppingPolicy Class

Defines an early termination policy based on running averages of the primary metric of all runs.

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

Constructor

MedianStoppingPolicy(*, 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. Default value: 0
evaluation_interval	int Interval (number of runs) between policy evaluations. Default value: 0

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".