Uses of Interface
software.amazon.awssdk.services.sagemaker.model.TrainingJob.Builder

Packages that use TrainingJob.Builder

Package	Description
software.amazon.awssdk.services.sagemaker.model

Uses of TrainingJob.Builder in software.amazon.awssdk.services.sagemaker.model

Methods in software.amazon.awssdk.services.sagemaker.model that return TrainingJob.Builder

Modifier and Type	Method	Description
default TrainingJob.Builder	TrainingJob.Builder.algorithmSpecification(Consumer<AlgorithmSpecification.Builder> algorithmSpecification)	Information about the algorithm used for training, and algorithm metadata.
TrainingJob.Builder	TrainingJob.Builder.algorithmSpecification(AlgorithmSpecification algorithmSpecification)	Information about the algorithm used for training, and algorithm metadata.
TrainingJob.Builder	TrainingJob.Builder.autoMLJobArn(String autoMLJobArn)	The Amazon Resource Name (ARN) of the job.
TrainingJob.Builder	TrainingJob.Builder.billableTimeInSeconds(Integer billableTimeInSeconds)	The billable time in seconds.
static TrainingJob.Builder	TrainingJob.builder()
default TrainingJob.Builder	TrainingJob.Builder.checkpointConfig(Consumer<CheckpointConfig.Builder> checkpointConfig)	Sets the value of the CheckpointConfig property for this object.
TrainingJob.Builder	TrainingJob.Builder.checkpointConfig(CheckpointConfig checkpointConfig)	Sets the value of the CheckpointConfig property for this object.
TrainingJob.Builder	TrainingJob.Builder.creationTime(Instant creationTime)	A timestamp that indicates when the training job was created.
default TrainingJob.Builder	TrainingJob.Builder.debugHookConfig(Consumer<DebugHookConfig.Builder> debugHookConfig)	Sets the value of the DebugHookConfig property for this object.
TrainingJob.Builder	TrainingJob.Builder.debugHookConfig(DebugHookConfig debugHookConfig)	Sets the value of the DebugHookConfig property for this object.
TrainingJob.Builder	TrainingJob.Builder.debugRuleConfigurations(Collection<DebugRuleConfiguration> debugRuleConfigurations)	Information about the debug rule configuration.
TrainingJob.Builder	TrainingJob.Builder.debugRuleConfigurations(Consumer<DebugRuleConfiguration.Builder>... debugRuleConfigurations)	Information about the debug rule configuration.
TrainingJob.Builder	TrainingJob.Builder.debugRuleConfigurations(DebugRuleConfiguration... debugRuleConfigurations)	Information about the debug rule configuration.
TrainingJob.Builder	TrainingJob.Builder.debugRuleEvaluationStatuses(Collection<DebugRuleEvaluationStatus> debugRuleEvaluationStatuses)	Information about the evaluation status of the rules for the training job.
TrainingJob.Builder	TrainingJob.Builder.debugRuleEvaluationStatuses(Consumer<DebugRuleEvaluationStatus.Builder>... debugRuleEvaluationStatuses)	Information about the evaluation status of the rules for the training job.
TrainingJob.Builder	TrainingJob.Builder.debugRuleEvaluationStatuses(DebugRuleEvaluationStatus... debugRuleEvaluationStatuses)	Information about the evaluation status of the rules for the training job.
TrainingJob.Builder	TrainingJob.Builder.enableInterContainerTrafficEncryption(Boolean enableInterContainerTrafficEncryption)	To encrypt all communications between ML compute instances in distributed training, choose True.
TrainingJob.Builder	TrainingJob.Builder.enableManagedSpotTraining(Boolean enableManagedSpotTraining)	When true, enables managed spot training using Amazon EC2 Spot instances to run training jobs instead of on-demand instances.
TrainingJob.Builder	TrainingJob.Builder.enableNetworkIsolation(Boolean enableNetworkIsolation)	If the TrainingJob was created with network isolation, the value is set to true.
TrainingJob.Builder	TrainingJob.Builder.environment(Map<String,String> environment)	The environment variables to set in the Docker container.
default TrainingJob.Builder	TrainingJob.Builder.experimentConfig(Consumer<ExperimentConfig.Builder> experimentConfig)	Sets the value of the ExperimentConfig property for this object.
TrainingJob.Builder	TrainingJob.Builder.experimentConfig(ExperimentConfig experimentConfig)	Sets the value of the ExperimentConfig property for this object.
TrainingJob.Builder	TrainingJob.Builder.failureReason(String failureReason)	If the training job failed, the reason it failed.
TrainingJob.Builder	TrainingJob.Builder.finalMetricDataList(Collection<MetricData> finalMetricDataList)	A list of final metric values that are set when the training job completes.
TrainingJob.Builder	TrainingJob.Builder.finalMetricDataList(Consumer<MetricData.Builder>... finalMetricDataList)	A list of final metric values that are set when the training job completes.
TrainingJob.Builder	TrainingJob.Builder.finalMetricDataList(MetricData... finalMetricDataList)	A list of final metric values that are set when the training job completes.
TrainingJob.Builder	TrainingJob.Builder.hyperParameters(Map<String,String> hyperParameters)	Algorithm-specific parameters.
TrainingJob.Builder	TrainingJob.Builder.inputDataConfig(Collection<Channel> inputDataConfig)	An array of Channel objects that describes each data input channel.
TrainingJob.Builder	TrainingJob.Builder.inputDataConfig(Consumer<Channel.Builder>... inputDataConfig)	An array of Channel objects that describes each data input channel.
TrainingJob.Builder	TrainingJob.Builder.inputDataConfig(Channel... inputDataConfig)	An array of Channel objects that describes each data input channel.
TrainingJob.Builder	TrainingJob.Builder.labelingJobArn(String labelingJobArn)	The Amazon Resource Name (ARN) of the labeling job.
TrainingJob.Builder	TrainingJob.Builder.lastModifiedTime(Instant lastModifiedTime)	A timestamp that indicates when the status of the training job was last modified.
default TrainingJob.Builder	TrainingJob.Builder.modelArtifacts(Consumer<ModelArtifacts.Builder> modelArtifacts)	Information about the Amazon S3 location that is configured for storing model artifacts.
TrainingJob.Builder	TrainingJob.Builder.modelArtifacts(ModelArtifacts modelArtifacts)	Information about the Amazon S3 location that is configured for storing model artifacts.
default TrainingJob.Builder	TrainingJob.Builder.outputDataConfig(Consumer<OutputDataConfig.Builder> outputDataConfig)	The S3 path where model artifacts that you configured when creating the job are stored.
TrainingJob.Builder	TrainingJob.Builder.outputDataConfig(OutputDataConfig outputDataConfig)	The S3 path where model artifacts that you configured when creating the job are stored.
default TrainingJob.Builder	TrainingJob.Builder.profilerConfig(Consumer<ProfilerConfig.Builder> profilerConfig)	Sets the value of the ProfilerConfig property for this object.
TrainingJob.Builder	TrainingJob.Builder.profilerConfig(ProfilerConfig profilerConfig)	Sets the value of the ProfilerConfig property for this object.
default TrainingJob.Builder	TrainingJob.Builder.resourceConfig(Consumer<ResourceConfig.Builder> resourceConfig)	Resources, including ML compute instances and ML storage volumes, that are configured for model training.
TrainingJob.Builder	TrainingJob.Builder.resourceConfig(ResourceConfig resourceConfig)	Resources, including ML compute instances and ML storage volumes, that are configured for model training.
default TrainingJob.Builder	TrainingJob.Builder.retryStrategy(Consumer<RetryStrategy.Builder> retryStrategy)	The number of times to retry the job when the job fails due to an InternalServerError.
TrainingJob.Builder	TrainingJob.Builder.retryStrategy(RetryStrategy retryStrategy)	The number of times to retry the job when the job fails due to an InternalServerError.
TrainingJob.Builder	TrainingJob.Builder.roleArn(String roleArn)	The Amazon Web Services Identity and Access Management (IAM) role configured for the training job.
TrainingJob.Builder	TrainingJob.Builder.secondaryStatus(String secondaryStatus)	Provides detailed information about the state of the training job.
TrainingJob.Builder	TrainingJob.Builder.secondaryStatus(SecondaryStatus secondaryStatus)	Provides detailed information about the state of the training job.
TrainingJob.Builder	TrainingJob.Builder.secondaryStatusTransitions(Collection<SecondaryStatusTransition> secondaryStatusTransitions)	A history of all of the secondary statuses that the training job has transitioned through.
TrainingJob.Builder	TrainingJob.Builder.secondaryStatusTransitions(Consumer<SecondaryStatusTransition.Builder>... secondaryStatusTransitions)	A history of all of the secondary statuses that the training job has transitioned through.
TrainingJob.Builder	TrainingJob.Builder.secondaryStatusTransitions(SecondaryStatusTransition... secondaryStatusTransitions)	A history of all of the secondary statuses that the training job has transitioned through.
default TrainingJob.Builder	TrainingJob.Builder.stoppingCondition(Consumer<StoppingCondition.Builder> stoppingCondition)	Specifies a limit to how long a model training job can run.
TrainingJob.Builder	TrainingJob.Builder.stoppingCondition(StoppingCondition stoppingCondition)	Specifies a limit to how long a model training job can run.
TrainingJob.Builder	TrainingJob.Builder.tags(Collection<Tag> tags)	An array of key-value pairs.
TrainingJob.Builder	TrainingJob.Builder.tags(Consumer<Tag.Builder>... tags)	An array of key-value pairs.
TrainingJob.Builder	TrainingJob.Builder.tags(Tag... tags)	An array of key-value pairs.
default TrainingJob.Builder	TrainingJob.Builder.tensorBoardOutputConfig(Consumer<TensorBoardOutputConfig.Builder> tensorBoardOutputConfig)	Sets the value of the TensorBoardOutputConfig property for this object.
TrainingJob.Builder	TrainingJob.Builder.tensorBoardOutputConfig(TensorBoardOutputConfig tensorBoardOutputConfig)	Sets the value of the TensorBoardOutputConfig property for this object.
TrainingJob.Builder	TrainingJob.toBuilder()
TrainingJob.Builder	TrainingJob.Builder.trainingEndTime(Instant trainingEndTime)	Indicates the time when the training job ends on training instances.
TrainingJob.Builder	TrainingJob.Builder.trainingJobArn(String trainingJobArn)	The Amazon Resource Name (ARN) of the training job.
TrainingJob.Builder	TrainingJob.Builder.trainingJobName(String trainingJobName)	The name of the training job.
TrainingJob.Builder	TrainingJob.Builder.trainingJobStatus(String trainingJobStatus)	The status of the training job.
TrainingJob.Builder	TrainingJob.Builder.trainingJobStatus(TrainingJobStatus trainingJobStatus)	The status of the training job.
TrainingJob.Builder	TrainingJob.Builder.trainingStartTime(Instant trainingStartTime)	Indicates the time when the training job starts on training instances.
TrainingJob.Builder	TrainingJob.Builder.trainingTimeInSeconds(Integer trainingTimeInSeconds)	The training time in seconds.
TrainingJob.Builder	TrainingJob.Builder.tuningJobArn(String tuningJobArn)	The Amazon Resource Name (ARN) of the associated hyperparameter tuning job if the training job was launched by a hyperparameter tuning job.
default TrainingJob.Builder	TrainingJob.Builder.vpcConfig(Consumer<VpcConfig.Builder> vpcConfig)	A VpcConfig object that specifies the VPC that this training job has access to.
TrainingJob.Builder	TrainingJob.Builder.vpcConfig(VpcConfig vpcConfig)	A VpcConfig object that specifies the VPC that this training job has access to.

Methods in software.amazon.awssdk.services.sagemaker.model that return types with arguments of type TrainingJob.Builder

Modifier and Type	Method	Description
static Class<? extends TrainingJob.Builder>	TrainingJob.serializableBuilderClass()

Method parameters in software.amazon.awssdk.services.sagemaker.model with type arguments of type TrainingJob.Builder

Modifier and Type	Method	Description
default SearchRecord.Builder	SearchRecord.Builder.trainingJob(Consumer<TrainingJob.Builder> trainingJob)	The properties of a training job.
default TrialComponentSourceDetail.Builder	TrialComponentSourceDetail.Builder.trainingJob(Consumer<TrainingJob.Builder> trainingJob)	Information about a training job that's the source of a trial component.