Uses of Class
com.amazonaws.services.sagemaker.model.HyperParameterTrainingJobDefinition

Packages that use HyperParameterTrainingJobDefinition

Package	Description
com.amazonaws.services.sagemaker.model

Uses of HyperParameterTrainingJobDefinition in com.amazonaws.services.sagemaker.model

Methods in com.amazonaws.services.sagemaker.model that return HyperParameterTrainingJobDefinition

Modifier and Type	Method and Description
HyperParameterTrainingJobDefinition	HyperParameterTrainingJobDefinition.addStaticHyperParametersEntry(String key, String value) Add a single StaticHyperParameters entry
HyperParameterTrainingJobDefinition	HyperParameterTrainingJobDefinition.clearStaticHyperParametersEntries() Removes all the entries added into StaticHyperParameters.
HyperParameterTrainingJobDefinition	HyperParameterTrainingJobDefinition.clone()
HyperParameterTrainingJobDefinition	DescribeHyperParameterTuningJobResult.getTrainingJobDefinition() The HyperParameterTrainingJobDefinition object that specifies the definition of the training jobs that this tuning job launches.
HyperParameterTrainingJobDefinition	CreateHyperParameterTuningJobRequest.getTrainingJobDefinition() 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.
HyperParameterTrainingJobDefinition	HyperParameterTrainingJobDefinition.withAlgorithmSpecification(HyperParameterAlgorithmSpecification algorithmSpecification) The HyperParameterAlgorithmSpecification object that specifies the resource algorithm to use for the training jobs that the tuning job launches.
HyperParameterTrainingJobDefinition	HyperParameterTrainingJobDefinition.withCheckpointConfig(CheckpointConfig checkpointConfig)
HyperParameterTrainingJobDefinition	HyperParameterTrainingJobDefinition.withDefinitionName(String definitionName) The job definition name.
HyperParameterTrainingJobDefinition	HyperParameterTrainingJobDefinition.withEnableInterContainerTrafficEncryption(Boolean enableInterContainerTrafficEncryption) To encrypt all communications between ML compute instances in distributed training, choose True.
HyperParameterTrainingJobDefinition	HyperParameterTrainingJobDefinition.withEnableManagedSpotTraining(Boolean enableManagedSpotTraining) A Boolean indicating whether managed spot training is enabled (True) or not (False).
HyperParameterTrainingJobDefinition	HyperParameterTrainingJobDefinition.withEnableNetworkIsolation(Boolean enableNetworkIsolation) Isolates the training container.
HyperParameterTrainingJobDefinition	HyperParameterTrainingJobDefinition.withHyperParameterRanges(ParameterRanges hyperParameterRanges)
HyperParameterTrainingJobDefinition	HyperParameterTrainingJobDefinition.withHyperParameterTuningResourceConfig(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	HyperParameterTrainingJobDefinition.withInputDataConfig(Channel... inputDataConfig) An array of Channel objects that specify the input for the training jobs that the tuning job launches.
HyperParameterTrainingJobDefinition	HyperParameterTrainingJobDefinition.withInputDataConfig(Collection<Channel> inputDataConfig) An array of Channel objects that specify the input for the training jobs that the tuning job launches.
HyperParameterTrainingJobDefinition	HyperParameterTrainingJobDefinition.withOutputDataConfig(OutputDataConfig outputDataConfig) Specifies the path to the Amazon S3 bucket where you store model artifacts from the training jobs that the tuning job launches.
HyperParameterTrainingJobDefinition	HyperParameterTrainingJobDefinition.withResourceConfig(ResourceConfig resourceConfig) The resources, including the compute instances and storage volumes, to use for the training jobs that the tuning job launches.
HyperParameterTrainingJobDefinition	HyperParameterTrainingJobDefinition.withRetryStrategy(RetryStrategy retryStrategy) The number of times to retry the job when the job fails due to an InternalServerError.
HyperParameterTrainingJobDefinition	HyperParameterTrainingJobDefinition.withRoleArn(String roleArn) The Amazon Resource Name (ARN) of the IAM role associated with the training jobs that the tuning job launches.
HyperParameterTrainingJobDefinition	HyperParameterTrainingJobDefinition.withStaticHyperParameters(Map<String,String> staticHyperParameters) Specifies the values of hyperparameters that do not change for the tuning job.
HyperParameterTrainingJobDefinition	HyperParameterTrainingJobDefinition.withStoppingCondition(StoppingCondition stoppingCondition) Specifies a limit to how long a model hyperparameter training job can run.
HyperParameterTrainingJobDefinition	HyperParameterTrainingJobDefinition.withTuningObjective(HyperParameterTuningJobObjective tuningObjective)
HyperParameterTrainingJobDefinition	HyperParameterTrainingJobDefinition.withVpcConfig(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 com.amazonaws.services.sagemaker.model that return types with arguments of type HyperParameterTrainingJobDefinition

Modifier and Type	Method and Description
List<HyperParameterTrainingJobDefinition>	DescribeHyperParameterTuningJobResult.getTrainingJobDefinitions() A list of the HyperParameterTrainingJobDefinition objects launched for this tuning job.
List<HyperParameterTrainingJobDefinition>	CreateHyperParameterTuningJobRequest.getTrainingJobDefinitions() A list of the HyperParameterTrainingJobDefinition objects launched for this tuning job.

Methods in com.amazonaws.services.sagemaker.model with parameters of type HyperParameterTrainingJobDefinition

Modifier and Type	Method and Description
void	DescribeHyperParameterTuningJobResult.setTrainingJobDefinition(HyperParameterTrainingJobDefinition trainingJobDefinition) The HyperParameterTrainingJobDefinition object that specifies the definition of the training jobs that this tuning job launches.
void	CreateHyperParameterTuningJobRequest.setTrainingJobDefinition(HyperParameterTrainingJobDefinition 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.
DescribeHyperParameterTuningJobResult	DescribeHyperParameterTuningJobResult.withTrainingJobDefinition(HyperParameterTrainingJobDefinition trainingJobDefinition) The HyperParameterTrainingJobDefinition object that specifies the definition of the training jobs that this tuning job launches.
CreateHyperParameterTuningJobRequest	CreateHyperParameterTuningJobRequest.withTrainingJobDefinition(HyperParameterTrainingJobDefinition 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.
DescribeHyperParameterTuningJobResult	DescribeHyperParameterTuningJobResult.withTrainingJobDefinitions(HyperParameterTrainingJobDefinition... trainingJobDefinitions) A list of the HyperParameterTrainingJobDefinition objects launched for this tuning job.
CreateHyperParameterTuningJobRequest	CreateHyperParameterTuningJobRequest.withTrainingJobDefinitions(HyperParameterTrainingJobDefinition... trainingJobDefinitions) A list of the HyperParameterTrainingJobDefinition objects launched for this tuning job.

Method parameters in com.amazonaws.services.sagemaker.model with type arguments of type HyperParameterTrainingJobDefinition

Modifier and Type	Method and Description
void	DescribeHyperParameterTuningJobResult.setTrainingJobDefinitions(Collection<HyperParameterTrainingJobDefinition> trainingJobDefinitions) A list of the HyperParameterTrainingJobDefinition objects launched for this tuning job.
void	CreateHyperParameterTuningJobRequest.setTrainingJobDefinitions(Collection<HyperParameterTrainingJobDefinition> trainingJobDefinitions) A list of the HyperParameterTrainingJobDefinition objects launched for this tuning job.
DescribeHyperParameterTuningJobResult	DescribeHyperParameterTuningJobResult.withTrainingJobDefinitions(Collection<HyperParameterTrainingJobDefinition> trainingJobDefinitions) A list of the HyperParameterTrainingJobDefinition objects launched for this tuning job.
CreateHyperParameterTuningJobRequest	CreateHyperParameterTuningJobRequest.withTrainingJobDefinitions(Collection<HyperParameterTrainingJobDefinition> trainingJobDefinitions) A list of the HyperParameterTrainingJobDefinition objects launched for this tuning job.