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HyperParameterTrainingJobSummary Structure Reference
HyperParameterTrainingJobSummary
public struct HyperParameterTrainingJobSummary : AWSShapeUndocumented
-
Declaration
Swift
public static var _members: [AWSShapeMember] -
The date and time that the training job was created.
Declaration
Swift
public let creationTime: TimeStamp -
The reason that the training job failed.
Declaration
Swift
public let failureReason: String? -
The FinalHyperParameterTuningJobObjectiveMetric object that specifies the value of the objective metric of the tuning job that launched this training job.
Declaration
Swift
public let finalHyperParameterTuningJobObjectiveMetric: FinalHyperParameterTuningJobObjectiveMetric? -
The status of the objective metric for the training job: Succeeded: The final objective metric for the training job was evaluated by the hyperparameter tuning job and used in the hyperparameter tuning process. Pending: The training job is in progress and evaluation of its final objective metric is pending. Failed: The final objective metric for the training job was not evaluated, and was not used in the hyperparameter tuning process. This typically occurs when the training job failed or did not emit an objective metric.
Declaration
Swift
public let objectiveStatus: ObjectiveStatus? -
Specifies the time when the training job ends on training instances. You are billed for the time interval between the value of TrainingStartTime and this time. For successful jobs and stopped jobs, this is the time after model artifacts are uploaded. For failed jobs, this is the time when Amazon SageMaker detects a job failure.
Declaration
Swift
public let trainingEndTime: TimeStamp? -
The Amazon Resource Name (ARN) of the training job.
Declaration
Swift
public let trainingJobArn: String -
The training job definition name.
Declaration
Swift
public let trainingJobDefinitionName: String? -
The name of the training job.
Declaration
Swift
public let trainingJobName: String -
The status of the training job.
Declaration
Swift
public let trainingJobStatus: TrainingJobStatus -
The date and time that the training job started.
Declaration
Swift
public let trainingStartTime: TimeStamp? -
A list of the hyperparameters for which you specified ranges to search.
Declaration
Swift
public let tunedHyperParameters: [String : String] -
The HyperParameter tuning job that launched the training job.
Declaration
Swift
public let tuningJobName: String? -
init(creationTime:failureReason:finalHyperParameterTuningJobObjectiveMetric:objectiveStatus:trainingEndTime:trainingJobArn:trainingJobDefinitionName:trainingJobName:trainingJobStatus:trainingStartTime:tunedHyperParameters:tuningJobName:)Undocumented
Declaration
Swift
public init(creationTime: TimeStamp, failureReason: String? = nil, finalHyperParameterTuningJobObjectiveMetric: FinalHyperParameterTuningJobObjectiveMetric? = nil, objectiveStatus: ObjectiveStatus? = nil, trainingEndTime: TimeStamp? = nil, trainingJobArn: String, trainingJobDefinitionName: String? = nil, trainingJobName: String, trainingJobStatus: TrainingJobStatus, trainingStartTime: TimeStamp? = nil, tunedHyperParameters: [String : String], tuningJobName: String? = nil)