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

Packages that use HyperParameterTrainingJobDefinition.Builder

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

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

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

Modifier and Type	Method	Description
default HyperParameterTrainingJobDefinition.Builder	HyperParameterTrainingJobDefinition.Builder.algorithmSpecification(Consumer<HyperParameterAlgorithmSpecification.Builder> algorithmSpecification)	The HyperParameterAlgorithmSpecification object that specifies the resource algorithm to use for the training jobs that the tuning job launches.
HyperParameterTrainingJobDefinition.Builder	HyperParameterTrainingJobDefinition.Builder.algorithmSpecification(HyperParameterAlgorithmSpecification algorithmSpecification)	The HyperParameterAlgorithmSpecification object that specifies the resource algorithm to use for the training jobs that the tuning job launches.
static HyperParameterTrainingJobDefinition.Builder	HyperParameterTrainingJobDefinition.builder()
default HyperParameterTrainingJobDefinition.Builder	HyperParameterTrainingJobDefinition.Builder.checkpointConfig(Consumer<CheckpointConfig.Builder> checkpointConfig)	Sets the value of the CheckpointConfig property for this object.
HyperParameterTrainingJobDefinition.Builder	HyperParameterTrainingJobDefinition.Builder.checkpointConfig(CheckpointConfig checkpointConfig)	Sets the value of the CheckpointConfig property for this object.
HyperParameterTrainingJobDefinition.Builder	HyperParameterTrainingJobDefinition.Builder.definitionName(String definitionName)	The job definition name.
HyperParameterTrainingJobDefinition.Builder	HyperParameterTrainingJobDefinition.Builder.enableInterContainerTrafficEncryption(Boolean enableInterContainerTrafficEncryption)	To encrypt all communications between ML compute instances in distributed training, choose True.
HyperParameterTrainingJobDefinition.Builder	HyperParameterTrainingJobDefinition.Builder.enableManagedSpotTraining(Boolean enableManagedSpotTraining)	A Boolean indicating whether managed spot training is enabled (True) or not (False ).
HyperParameterTrainingJobDefinition.Builder	HyperParameterTrainingJobDefinition.Builder.enableNetworkIsolation(Boolean enableNetworkIsolation)	Isolates the training container.
HyperParameterTrainingJobDefinition.Builder	HyperParameterTrainingJobDefinition.Builder.environment(Map<String,String> environment)	An environment variable that you can pass into the SageMaker CreateTrainingJob API.
default HyperParameterTrainingJobDefinition.Builder	HyperParameterTrainingJobDefinition.Builder.hyperParameterRanges(Consumer<ParameterRanges.Builder> hyperParameterRanges)	Sets the value of the HyperParameterRanges property for this object.
HyperParameterTrainingJobDefinition.Builder	HyperParameterTrainingJobDefinition.Builder.hyperParameterRanges(ParameterRanges hyperParameterRanges)	Sets the value of the HyperParameterRanges property for this object.
default HyperParameterTrainingJobDefinition.Builder	HyperParameterTrainingJobDefinition.Builder.hyperParameterTuningResourceConfig(Consumer<HyperParameterTuningResourceConfig.Builder> hyperParameterTuningResourceConfig)	The configuration for the hyperparameter tuning resources, including the compute instances and storage volumes, used for training jobs launched by the tuning job.
HyperParameterTrainingJobDefinition.Builder	HyperParameterTrainingJobDefinition.Builder.hyperParameterTuningResourceConfig(HyperParameterTuningResourceConfig hyperParameterTuningResourceConfig)	The configuration for the hyperparameter tuning resources, including the compute instances and storage volumes, used for training jobs launched by the tuning job.
HyperParameterTrainingJobDefinition.Builder	HyperParameterTrainingJobDefinition.Builder.inputDataConfig(Collection<Channel> inputDataConfig)	An array of Channel objects that specify the input for the training jobs that the tuning job launches.
HyperParameterTrainingJobDefinition.Builder	HyperParameterTrainingJobDefinition.Builder.inputDataConfig(Consumer<Channel.Builder>... inputDataConfig)	An array of Channel objects that specify the input for the training jobs that the tuning job launches.
HyperParameterTrainingJobDefinition.Builder	HyperParameterTrainingJobDefinition.Builder.inputDataConfig(Channel... inputDataConfig)	An array of Channel objects that specify the input for the training jobs that the tuning job launches.
default HyperParameterTrainingJobDefinition.Builder	HyperParameterTrainingJobDefinition.Builder.outputDataConfig(Consumer<OutputDataConfig.Builder> outputDataConfig)	Specifies the path to the Amazon S3 bucket where you store model artifacts from the training jobs that the tuning job launches.
HyperParameterTrainingJobDefinition.Builder	HyperParameterTrainingJobDefinition.Builder.outputDataConfig(OutputDataConfig outputDataConfig)	Specifies the path to the Amazon S3 bucket where you store model artifacts from the training jobs that the tuning job launches.
default HyperParameterTrainingJobDefinition.Builder	HyperParameterTrainingJobDefinition.Builder.resourceConfig(Consumer<ResourceConfig.Builder> resourceConfig)	The resources, including the compute instances and storage volumes, to use for the training jobs that the tuning job launches.
HyperParameterTrainingJobDefinition.Builder	HyperParameterTrainingJobDefinition.Builder.resourceConfig(ResourceConfig resourceConfig)	The resources, including the compute instances and storage volumes, to use for the training jobs that the tuning job launches.
default HyperParameterTrainingJobDefinition.Builder	HyperParameterTrainingJobDefinition.Builder.retryStrategy(Consumer<RetryStrategy.Builder> retryStrategy)	The number of times to retry the job when the job fails due to an InternalServerError.
HyperParameterTrainingJobDefinition.Builder	HyperParameterTrainingJobDefinition.Builder.retryStrategy(RetryStrategy retryStrategy)	The number of times to retry the job when the job fails due to an InternalServerError.
HyperParameterTrainingJobDefinition.Builder	HyperParameterTrainingJobDefinition.Builder.roleArn(String roleArn)	The Amazon Resource Name (ARN) of the IAM role associated with the training jobs that the tuning job launches.
HyperParameterTrainingJobDefinition.Builder	HyperParameterTrainingJobDefinition.Builder.staticHyperParameters(Map<String,String> staticHyperParameters)	Specifies the values of hyperparameters that do not change for the tuning job.
default HyperParameterTrainingJobDefinition.Builder	HyperParameterTrainingJobDefinition.Builder.stoppingCondition(Consumer<StoppingCondition.Builder> stoppingCondition)	Specifies a limit to how long a model hyperparameter training job can run.
HyperParameterTrainingJobDefinition.Builder	HyperParameterTrainingJobDefinition.Builder.stoppingCondition(StoppingCondition stoppingCondition)	Specifies a limit to how long a model hyperparameter training job can run.
HyperParameterTrainingJobDefinition.Builder	HyperParameterTrainingJobDefinition.toBuilder()
default HyperParameterTrainingJobDefinition.Builder	HyperParameterTrainingJobDefinition.Builder.tuningObjective(Consumer<HyperParameterTuningJobObjective.Builder> tuningObjective)	Sets the value of the TuningObjective property for this object.
HyperParameterTrainingJobDefinition.Builder	HyperParameterTrainingJobDefinition.Builder.tuningObjective(HyperParameterTuningJobObjective tuningObjective)	Sets the value of the TuningObjective property for this object.
default HyperParameterTrainingJobDefinition.Builder	HyperParameterTrainingJobDefinition.Builder.vpcConfig(Consumer<VpcConfig.Builder> vpcConfig)	The VpcConfig object that specifies the VPC that you want the training jobs that this hyperparameter tuning job launches to connect to.
HyperParameterTrainingJobDefinition.Builder	HyperParameterTrainingJobDefinition.Builder.vpcConfig(VpcConfig vpcConfig)	The VpcConfig object that specifies the VPC that you want the training jobs that this hyperparameter tuning job launches to connect to.

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

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

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

Modifier and Type	Method	Description
default CreateHyperParameterTuningJobRequest.Builder	CreateHyperParameterTuningJobRequest.Builder.trainingJobDefinition(Consumer<HyperParameterTrainingJobDefinition.Builder> trainingJobDefinition)	The HyperParameterTrainingJobDefinition object that describes the training jobs that this tuning job launches, including static hyperparameters, input data configuration, output data configuration, resource configuration, and stopping condition.
default DescribeHyperParameterTuningJobResponse.Builder	DescribeHyperParameterTuningJobResponse.Builder.trainingJobDefinition(Consumer<HyperParameterTrainingJobDefinition.Builder> trainingJobDefinition)	The HyperParameterTrainingJobDefinition object that specifies the definition of the training jobs that this tuning job launches.
default HyperParameterTuningJobSearchEntity.Builder	HyperParameterTuningJobSearchEntity.Builder.trainingJobDefinition(Consumer<HyperParameterTrainingJobDefinition.Builder> trainingJobDefinition)	Sets the value of the TrainingJobDefinition property for this object.