sagemaker/aws.sdk.kotlin.services.sagemaker.model/HyperParameterTuningJobSearchEntity/Builder

Builder

Properties

bestTrainingJob

var bestTrainingJob: HyperParameterTrainingJobSummary?

The container for the summary information about a training job.

consumedResources

var consumedResources: HyperParameterTuningJobConsumedResources?

The total amount of resources consumed by a hyperparameter tuning job.

var creationTime: Instant?

The time that a hyperparameter tuning job was created.

var failureReason: String?

The error that was created when a hyperparameter tuning job failed.

hyperParameterTuningEndTime

var hyperParameterTuningEndTime: Instant?

The time that a hyperparameter tuning job ended.

hyperParameterTuningJobArn

var hyperParameterTuningJobArn: String?

The Amazon Resource Name (ARN) of a hyperparameter tuning job.

hyperParameterTuningJobConfig

var hyperParameterTuningJobConfig: HyperParameterTuningJobConfig?

Configures a hyperparameter tuning job.

hyperParameterTuningJobName

var hyperParameterTuningJobName: String?

The name of a hyperparameter tuning job.

hyperParameterTuningJobStatus

var hyperParameterTuningJobStatus: HyperParameterTuningJobStatus?

The status of a hyperparameter tuning job.

lastModifiedTime

var lastModifiedTime: Instant?

The time that a hyperparameter tuning job was last modified.

objectiveStatusCounters

var objectiveStatusCounters: ObjectiveStatusCounters?

Specifies the number of training jobs that this hyperparameter tuning job launched, categorized by the status of their objective metric. The objective metric status shows whether the final objective metric for the training job has been evaluated by the tuning job and used in the hyperparameter tuning process.

overallBestTrainingJob

var overallBestTrainingJob: HyperParameterTrainingJobSummary?

The container for the summary information about a training job.

var tags: List<Tag>?

The tags associated with a hyperparameter tuning job. For more information see Tagging Amazon Web Services resources.

trainingJobDefinition

var trainingJobDefinition: HyperParameterTrainingJobDefinition?

Defines the training jobs launched by a hyperparameter tuning job.

trainingJobDefinitions

var trainingJobDefinitions: List<HyperParameterTrainingJobDefinition>?

The job definitions included in a hyperparameter tuning job.

trainingJobStatusCounters

var trainingJobStatusCounters: TrainingJobStatusCounters?

The numbers of training jobs launched by a hyperparameter tuning job, categorized by status.

tuningJobCompletionDetails

var tuningJobCompletionDetails: HyperParameterTuningJobCompletionDetails?

Information about either a current or completed hyperparameter tuning job.

warmStartConfig

var warmStartConfig: HyperParameterTuningJobWarmStartConfig?

Specifies the configuration for a hyperparameter tuning job that uses one or more previous hyperparameter 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.

Functions

bestTrainingJob

fun bestTrainingJob(block: HyperParameterTrainingJobSummary.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.HyperParameterTrainingJobSummary inside the given block

consumedResources

fun consumedResources(block: HyperParameterTuningJobConsumedResources.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.HyperParameterTuningJobConsumedResources inside the given block

hyperParameterTuningJobConfig

fun hyperParameterTuningJobConfig(block: HyperParameterTuningJobConfig.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.HyperParameterTuningJobConfig inside the given block

objectiveStatusCounters

fun objectiveStatusCounters(block: ObjectiveStatusCounters.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.ObjectiveStatusCounters inside the given block

overallBestTrainingJob

fun overallBestTrainingJob(block: HyperParameterTrainingJobSummary.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.HyperParameterTrainingJobSummary inside the given block

trainingJobDefinition

fun trainingJobDefinition(block: HyperParameterTrainingJobDefinition.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.HyperParameterTrainingJobDefinition inside the given block

trainingJobStatusCounters

fun trainingJobStatusCounters(block: TrainingJobStatusCounters.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.TrainingJobStatusCounters inside the given block

tuningJobCompletionDetails

fun tuningJobCompletionDetails(block: HyperParameterTuningJobCompletionDetails.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.HyperParameterTuningJobCompletionDetails inside the given block

warmStartConfig

fun warmStartConfig(block: HyperParameterTuningJobWarmStartConfig.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.HyperParameterTuningJobWarmStartConfig inside the given block