Package com.pulumi.aws.sagemaker.outputs

Class HyperParameterTuningJobTrainingJobDefinition.Builder

java.lang.Object

com.pulumi.aws.sagemaker.outputs.HyperParameterTuningJobTrainingJobDefinition.Builder

Enclosing class:

HyperParameterTuningJobTrainingJobDefinition

public static final class HyperParameterTuningJobTrainingJobDefinition.Builder
extends java.lang.Object

Constructor Summary

Constructors

Constructor	Description
Builder()
Builder(HyperParameterTuningJobTrainingJobDefinition defaults)

Method Summary

Modifier and Type	Method	Description
HyperParameterTuningJobTrainingJobDefinition.Builder	algorithmSpecification(HyperParameterTuningJobTrainingJobDefinitionAlgorithmSpecification algorithmSpecification)
HyperParameterTuningJobTrainingJobDefinition	build()
HyperParameterTuningJobTrainingJobDefinition.Builder	checkpointConfig(HyperParameterTuningJobTrainingJobDefinitionCheckpointConfig checkpointConfig)
HyperParameterTuningJobTrainingJobDefinition.Builder	definitionName(java.lang.String definitionName)
HyperParameterTuningJobTrainingJobDefinition.Builder	enableInterContainerTrafficEncryption(java.lang.Boolean enableInterContainerTrafficEncryption)
HyperParameterTuningJobTrainingJobDefinition.Builder	enableManagedSpotTraining(java.lang.Boolean enableManagedSpotTraining)
HyperParameterTuningJobTrainingJobDefinition.Builder	enableNetworkIsolation(java.lang.Boolean enableNetworkIsolation)
HyperParameterTuningJobTrainingJobDefinition.Builder	environment(java.util.Map<java.lang.String,java.lang.String> environment)
HyperParameterTuningJobTrainingJobDefinition.Builder	hyperParameterRanges(HyperParameterTuningJobTrainingJobDefinitionHyperParameterRanges hyperParameterRanges)
HyperParameterTuningJobTrainingJobDefinition.Builder	hyperParameterTuningResourceConfig(HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfig hyperParameterTuningResourceConfig)
HyperParameterTuningJobTrainingJobDefinition.Builder	inputDataConfigs(HyperParameterTuningJobTrainingJobDefinitionInputDataConfig... inputDataConfigs)
HyperParameterTuningJobTrainingJobDefinition.Builder	inputDataConfigs(java.util.List<HyperParameterTuningJobTrainingJobDefinitionInputDataConfig> inputDataConfigs)
HyperParameterTuningJobTrainingJobDefinition.Builder	outputDataConfig(HyperParameterTuningJobTrainingJobDefinitionOutputDataConfig outputDataConfig)
HyperParameterTuningJobTrainingJobDefinition.Builder	resourceConfig(HyperParameterTuningJobTrainingJobDefinitionResourceConfig resourceConfig)
HyperParameterTuningJobTrainingJobDefinition.Builder	retryStrategies(HyperParameterTuningJobTrainingJobDefinitionRetryStrategy... retryStrategies)
HyperParameterTuningJobTrainingJobDefinition.Builder	retryStrategies(java.util.List<HyperParameterTuningJobTrainingJobDefinitionRetryStrategy> retryStrategies)
HyperParameterTuningJobTrainingJobDefinition.Builder	roleArn(java.lang.String roleArn)
HyperParameterTuningJobTrainingJobDefinition.Builder	staticHyperParameters(java.util.Map<java.lang.String,java.lang.String> staticHyperParameters)
HyperParameterTuningJobTrainingJobDefinition.Builder	stoppingCondition(HyperParameterTuningJobTrainingJobDefinitionStoppingCondition stoppingCondition)
HyperParameterTuningJobTrainingJobDefinition.Builder	tuningObjective(HyperParameterTuningJobTrainingJobDefinitionTuningObjective tuningObjective)
HyperParameterTuningJobTrainingJobDefinition.Builder	vpcConfig(HyperParameterTuningJobTrainingJobDefinitionVpcConfig vpcConfig)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

Builder

public Builder()

Builder

public Builder(HyperParameterTuningJobTrainingJobDefinition defaults)

Method Detail

algorithmSpecification

public HyperParameterTuningJobTrainingJobDefinition.Builder algorithmSpecification(HyperParameterTuningJobTrainingJobDefinitionAlgorithmSpecification algorithmSpecification)

checkpointConfig

public HyperParameterTuningJobTrainingJobDefinition.Builder checkpointConfig(@Nullable
                                                                             HyperParameterTuningJobTrainingJobDefinitionCheckpointConfig checkpointConfig)

definitionName

public HyperParameterTuningJobTrainingJobDefinition.Builder definitionName(@Nullable
                                                                           java.lang.String definitionName)

enableInterContainerTrafficEncryption

public HyperParameterTuningJobTrainingJobDefinition.Builder enableInterContainerTrafficEncryption(@Nullable
                                                                                                  java.lang.Boolean enableInterContainerTrafficEncryption)

enableManagedSpotTraining

public HyperParameterTuningJobTrainingJobDefinition.Builder enableManagedSpotTraining(@Nullable
                                                                                      java.lang.Boolean enableManagedSpotTraining)

enableNetworkIsolation

public HyperParameterTuningJobTrainingJobDefinition.Builder enableNetworkIsolation(@Nullable
                                                                                   java.lang.Boolean enableNetworkIsolation)

environment

public HyperParameterTuningJobTrainingJobDefinition.Builder environment(@Nullable
                                                                        java.util.Map<java.lang.String,java.lang.String> environment)

hyperParameterRanges

public HyperParameterTuningJobTrainingJobDefinition.Builder hyperParameterRanges(@Nullable
                                                                                 HyperParameterTuningJobTrainingJobDefinitionHyperParameterRanges hyperParameterRanges)

hyperParameterTuningResourceConfig

public HyperParameterTuningJobTrainingJobDefinition.Builder hyperParameterTuningResourceConfig(@Nullable
                                                                                               HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfig hyperParameterTuningResourceConfig)

inputDataConfigs

public HyperParameterTuningJobTrainingJobDefinition.Builder inputDataConfigs(@Nullable
                                                                             java.util.List<HyperParameterTuningJobTrainingJobDefinitionInputDataConfig> inputDataConfigs)

inputDataConfigs

public HyperParameterTuningJobTrainingJobDefinition.Builder inputDataConfigs(HyperParameterTuningJobTrainingJobDefinitionInputDataConfig... inputDataConfigs)

outputDataConfig

public HyperParameterTuningJobTrainingJobDefinition.Builder outputDataConfig(HyperParameterTuningJobTrainingJobDefinitionOutputDataConfig outputDataConfig)

resourceConfig

public HyperParameterTuningJobTrainingJobDefinition.Builder resourceConfig(@Nullable
                                                                           HyperParameterTuningJobTrainingJobDefinitionResourceConfig resourceConfig)

retryStrategies

public HyperParameterTuningJobTrainingJobDefinition.Builder retryStrategies(@Nullable
                                                                            java.util.List<HyperParameterTuningJobTrainingJobDefinitionRetryStrategy> retryStrategies)

retryStrategies

public HyperParameterTuningJobTrainingJobDefinition.Builder retryStrategies(HyperParameterTuningJobTrainingJobDefinitionRetryStrategy... retryStrategies)

roleArn

public HyperParameterTuningJobTrainingJobDefinition.Builder roleArn(java.lang.String roleArn)

staticHyperParameters

public HyperParameterTuningJobTrainingJobDefinition.Builder staticHyperParameters(@Nullable
                                                                                  java.util.Map<java.lang.String,java.lang.String> staticHyperParameters)

stoppingCondition

public HyperParameterTuningJobTrainingJobDefinition.Builder stoppingCondition(HyperParameterTuningJobTrainingJobDefinitionStoppingCondition stoppingCondition)

tuningObjective

public HyperParameterTuningJobTrainingJobDefinition.Builder tuningObjective(@Nullable
                                                                            HyperParameterTuningJobTrainingJobDefinitionTuningObjective tuningObjective)

vpcConfig

public HyperParameterTuningJobTrainingJobDefinition.Builder vpcConfig(@Nullable
                                                                      HyperParameterTuningJobTrainingJobDefinitionVpcConfig vpcConfig)

build

public HyperParameterTuningJobTrainingJobDefinition build()