Up – Package index » awso » Library awso.sagemaker » Awso_sagemaker » Values_0 » TuningJobCompletionCriteria

Module `Values_0.TuningJobCompletionCriteria`Source

The job completion criteria.

Sourcetype nonrec t = {

targetObjectiveMetricValue : TargetObjectiveMetricValue.t option;
(*
The value of the objective metric.
*)
bestObjectiveNotImproving : BestObjectiveNotImproving.t option;
(*
A flag to stop your hyperparameter tuning job if model performance fails to improve as evaluated against an objective function.
*)
convergenceDetected : ConvergenceDetected.t option;
(*
A flag to top your hyperparameter tuning job if automatic model tuning (AMT) has detected that your model has converged as evaluated against your objective function.
*)

}

val make : 
  ?targetObjectiveMetricValue:??? ->
  ?bestObjectiveNotImproving:??? ->
  ?convergenceDetected:??? ->
  unit ->
  t

Source

val to_value : 
  t ->
  [> `Structure of
       (string
        * [> `Float of TargetObjectiveMetricValue.t
          | `Structure of
            (string
             * [> `Enum of string
               | `Integer of MaxNumberOfTrainingJobsNotImproving.t ])
              list ])
         list ]

Sourceval to_query : t -> Awso.Client.Query.t

Sourceval of_xml : Awso.Xml.t -> t

Sourceval of_string : string -> t

Sourceval of_json : Yojson.Safe.t -> t

Sourceval to_json : t -> Yojson.Safe.t