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DescribeHyperParameterTuningJobResponse Structure Reference
DescribeHyperParameterTuningJobResponse
public struct DescribeHyperParameterTuningJobResponse : AWSShapeUndocumented
-
Declaration
Swift
public static var _members: [AWSShapeMember] -
A TrainingJobSummary object that describes the training job that completed with the best current HyperParameterTuningJobObjective.
Declaration
Swift
public let bestTrainingJob: HyperParameterTrainingJobSummary? -
The date and time that the tuning job started.
Declaration
Swift
public let creationTime: TimeStamp -
If the tuning job failed, the reason it failed.
Declaration
Swift
public let failureReason: String? -
The date and time that the tuning job ended.
Declaration
Swift
public let hyperParameterTuningEndTime: TimeStamp? -
The Amazon Resource Name (ARN) of the tuning job.
Declaration
Swift
public let hyperParameterTuningJobArn: String -
The HyperParameterTuningJobConfig object that specifies the configuration of the tuning job.
Declaration
Swift
public let hyperParameterTuningJobConfig: HyperParameterTuningJobConfig -
The name of the tuning job.
Declaration
Swift
public let hyperParameterTuningJobName: String -
The status of the tuning job: InProgress, Completed, Failed, Stopping, or Stopped.
Declaration
Swift
public let hyperParameterTuningJobStatus: HyperParameterTuningJobStatus -
The date and time that the status of the tuning job was modified.
Declaration
Swift
public let lastModifiedTime: TimeStamp? -
The ObjectiveStatusCounters object that specifies the number of training jobs, categorized by the status of their final objective metric, that this tuning job launched.
Declaration
Swift
public let objectiveStatusCounters: ObjectiveStatusCounters -
If the hyperparameter tuning job is an warm start tuning job with a WarmStartType of IDENTICAL_DATA_AND_ALGORITHM, this is the TrainingJobSummary for the training job with the best objective metric value of all training jobs launched by this tuning job and all parent jobs specified for the warm start tuning job.
Declaration
Swift
public let overallBestTrainingJob: HyperParameterTrainingJobSummary? -
The HyperParameterTrainingJobDefinition object that specifies the definition of the training jobs that this tuning job launches.
Declaration
Swift
public let trainingJobDefinition: HyperParameterTrainingJobDefinition? -
A list of the HyperParameterTrainingJobDefinition objects launched for this tuning job.
Declaration
Swift
public let trainingJobDefinitions: [HyperParameterTrainingJobDefinition]? -
The TrainingJobStatusCounters object that specifies the number of training jobs, categorized by status, that this tuning job launched.
Declaration
Swift
public let trainingJobStatusCounters: TrainingJobStatusCounters -
The configuration for starting the hyperparameter parameter tuning job using one or more previous tuning jobs as a starting point. The results of previous tuning jobs are used to inform which combinations of hyperparameters to search over in the new tuning job.
Declaration
Swift
public let warmStartConfig: HyperParameterTuningJobWarmStartConfig? -
init(bestTrainingJob:creationTime:failureReason:hyperParameterTuningEndTime:hyperParameterTuningJobArn:hyperParameterTuningJobConfig:hyperParameterTuningJobName:hyperParameterTuningJobStatus:lastModifiedTime:objectiveStatusCounters:overallBestTrainingJob:trainingJobDefinition:trainingJobDefinitions:trainingJobStatusCounters:warmStartConfig:)Undocumented
Declaration
Swift
public init(bestTrainingJob: HyperParameterTrainingJobSummary? = nil, creationTime: TimeStamp, failureReason: String? = nil, hyperParameterTuningEndTime: TimeStamp? = nil, hyperParameterTuningJobArn: String, hyperParameterTuningJobConfig: HyperParameterTuningJobConfig, hyperParameterTuningJobName: String, hyperParameterTuningJobStatus: HyperParameterTuningJobStatus, lastModifiedTime: TimeStamp? = nil, objectiveStatusCounters: ObjectiveStatusCounters, overallBestTrainingJob: HyperParameterTrainingJobSummary? = nil, trainingJobDefinition: HyperParameterTrainingJobDefinition? = nil, trainingJobDefinitions: [HyperParameterTrainingJobDefinition]? = nil, trainingJobStatusCounters: TrainingJobStatusCounters, warmStartConfig: HyperParameterTuningJobWarmStartConfig? = nil)