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

Packages that use HyperParameterTuningResourceConfig

Package	Description
com.amazonaws.services.sagemaker.model

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

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

Modifier and Type	Method and Description
HyperParameterTuningResourceConfig	HyperParameterTuningResourceConfig.clone()
HyperParameterTuningResourceConfig	HyperParameterTrainingJobDefinition.getHyperParameterTuningResourceConfig() The configuration for the hyperparameter tuning resources, including the compute instances and storage volumes, used for training jobs launched by the tuning job.
HyperParameterTuningResourceConfig	HyperParameterTuningResourceConfig.withAllocationStrategy(HyperParameterTuningAllocationStrategy allocationStrategy) The strategy that determines the order of preference for resources specified in InstanceConfigs used in hyperparameter optimization.
HyperParameterTuningResourceConfig	HyperParameterTuningResourceConfig.withAllocationStrategy(String allocationStrategy) The strategy that determines the order of preference for resources specified in InstanceConfigs used in hyperparameter optimization.
HyperParameterTuningResourceConfig	HyperParameterTuningResourceConfig.withInstanceConfigs(Collection<HyperParameterTuningInstanceConfig> instanceConfigs) A list containing the configuration(s) for one or more resources for processing hyperparameter jobs.
HyperParameterTuningResourceConfig	HyperParameterTuningResourceConfig.withInstanceConfigs(HyperParameterTuningInstanceConfig... instanceConfigs) A list containing the configuration(s) for one or more resources for processing hyperparameter jobs.
HyperParameterTuningResourceConfig	HyperParameterTuningResourceConfig.withInstanceCount(Integer instanceCount) The number of compute instances of type InstanceType to use.
HyperParameterTuningResourceConfig	HyperParameterTuningResourceConfig.withInstanceType(String instanceType) The instance type used to run hyperparameter optimization tuning jobs.
HyperParameterTuningResourceConfig	HyperParameterTuningResourceConfig.withInstanceType(TrainingInstanceType instanceType) The instance type used to run hyperparameter optimization tuning jobs.
HyperParameterTuningResourceConfig	HyperParameterTuningResourceConfig.withVolumeKmsKeyId(String volumeKmsKeyId) A key used by Amazon Web Services Key Management Service to encrypt data on the storage volume attached to the compute instances used to run the training job.
HyperParameterTuningResourceConfig	HyperParameterTuningResourceConfig.withVolumeSizeInGB(Integer volumeSizeInGB) The volume size in GB for the storage volume to be used in processing hyperparameter optimization jobs (optional).

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

Modifier and Type	Method and Description
void	HyperParameterTrainingJobDefinition.setHyperParameterTuningResourceConfig(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.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.