Module Values_1.CreateHyperParameterTuningJobResponseSource

Starts a hyperparameter tuning job. A hyperparameter tuning job finds the best version of a model by running many training jobs on your dataset using the algorithm you choose and values for hyperparameters within ranges that you specify. It then chooses the hyperparameter values that result in a model that performs the best, as measured by an objective metric that you choose. A hyperparameter tuning job automatically creates Amazon SageMaker experiments, trials, and trial components for each training job that it runs. You can view these entities in Amazon SageMaker Studio. For more information, see View Experiments, Trials, and Trial Components. Do not include any security-sensitive information including account access IDs, secrets, or tokens in any hyperparameter fields. As part of the shared responsibility model, you are responsible for any potential exposure, unauthorized access, or compromise of your sensitive data if caused by any security-sensitive information included in the request hyperparameter variable or plain text fields..

Sourcetype nonrec t = {
  1. hyperParameterTuningJobArn : HyperParameterTuningJobArn.t option;
    (*

    The Amazon Resource Name (ARN) of the tuning job. SageMaker assigns an ARN to a hyperparameter tuning job when you create it.

    *)
}
Sourcetype nonrec error = [
  1. | `ResourceInUse of Values_0.ResourceInUse.t
  2. | `ResourceLimitExceeded of Values_0.ResourceLimitExceeded.t
  3. | `Unknown_operation_error of string * string option
]
Sourceval make : ?hyperParameterTuningJobArn:??? -> unit -> t
Sourceval error_of_json : string -> Yojson.Safe.t -> [> `ResourceInUse of Values_0.ResourceInUse.t | `ResourceLimitExceeded of Values_0.ResourceLimitExceeded.t | `Unknown_operation_error of string * string option ]
Sourceval error_of_xml : string -> Awso.Xml.t -> [> `ResourceInUse of Values_0.ResourceInUse.t | `ResourceLimitExceeded of Values_0.ResourceLimitExceeded.t | `Unknown_operation_error of string * string option ]
Sourceval error_to_json : error -> Yojson.Safe.t
Sourceval to_value : t -> [> `Structure of (string * [> `String of HyperParameterTuningJobArn.t ]) 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