Package com.pulumi.aws.sagemaker.inputs

Class HyperParameterTuningJobTrainingJobDefinitionArgs.Builder

java.lang.Object

com.pulumi.aws.sagemaker.inputs.HyperParameterTuningJobTrainingJobDefinitionArgs.Builder

Enclosing class:

HyperParameterTuningJobTrainingJobDefinitionArgs

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

Constructor Summary

Constructors

Constructor	Description
Builder()
Builder(HyperParameterTuningJobTrainingJobDefinitionArgs defaults)

Method Summary

Modifier and Type	Method	Description
HyperParameterTuningJobTrainingJobDefinitionArgs.Builder	algorithmSpecification(HyperParameterTuningJobTrainingJobDefinitionAlgorithmSpecificationArgs algorithmSpecification)
HyperParameterTuningJobTrainingJobDefinitionArgs.Builder	algorithmSpecification(com.pulumi.core.Output<HyperParameterTuningJobTrainingJobDefinitionAlgorithmSpecificationArgs> algorithmSpecification)
HyperParameterTuningJobTrainingJobDefinitionArgs	build()
HyperParameterTuningJobTrainingJobDefinitionArgs.Builder	checkpointConfig(HyperParameterTuningJobTrainingJobDefinitionCheckpointConfigArgs checkpointConfig)
HyperParameterTuningJobTrainingJobDefinitionArgs.Builder	checkpointConfig(com.pulumi.core.Output<HyperParameterTuningJobTrainingJobDefinitionCheckpointConfigArgs> checkpointConfig)
HyperParameterTuningJobTrainingJobDefinitionArgs.Builder	definitionName(com.pulumi.core.Output<java.lang.String> definitionName)
HyperParameterTuningJobTrainingJobDefinitionArgs.Builder	definitionName(java.lang.String definitionName)
HyperParameterTuningJobTrainingJobDefinitionArgs.Builder	enableInterContainerTrafficEncryption(com.pulumi.core.Output<java.lang.Boolean> enableInterContainerTrafficEncryption)
HyperParameterTuningJobTrainingJobDefinitionArgs.Builder	enableInterContainerTrafficEncryption(java.lang.Boolean enableInterContainerTrafficEncryption)
HyperParameterTuningJobTrainingJobDefinitionArgs.Builder	enableManagedSpotTraining(com.pulumi.core.Output<java.lang.Boolean> enableManagedSpotTraining)
HyperParameterTuningJobTrainingJobDefinitionArgs.Builder	enableManagedSpotTraining(java.lang.Boolean enableManagedSpotTraining)
HyperParameterTuningJobTrainingJobDefinitionArgs.Builder	enableNetworkIsolation(com.pulumi.core.Output<java.lang.Boolean> enableNetworkIsolation)
HyperParameterTuningJobTrainingJobDefinitionArgs.Builder	enableNetworkIsolation(java.lang.Boolean enableNetworkIsolation)
HyperParameterTuningJobTrainingJobDefinitionArgs.Builder	environment(com.pulumi.core.Output<java.util.Map<java.lang.String,java.lang.String>> environment)
HyperParameterTuningJobTrainingJobDefinitionArgs.Builder	environment(java.util.Map<java.lang.String,java.lang.String> environment)
HyperParameterTuningJobTrainingJobDefinitionArgs.Builder	hyperParameterRanges(HyperParameterTuningJobTrainingJobDefinitionHyperParameterRangesArgs hyperParameterRanges)
HyperParameterTuningJobTrainingJobDefinitionArgs.Builder	hyperParameterRanges(com.pulumi.core.Output<HyperParameterTuningJobTrainingJobDefinitionHyperParameterRangesArgs> hyperParameterRanges)
HyperParameterTuningJobTrainingJobDefinitionArgs.Builder	hyperParameterTuningResourceConfig(HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigArgs hyperParameterTuningResourceConfig)
HyperParameterTuningJobTrainingJobDefinitionArgs.Builder	hyperParameterTuningResourceConfig(com.pulumi.core.Output<HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigArgs> hyperParameterTuningResourceConfig)
HyperParameterTuningJobTrainingJobDefinitionArgs.Builder	inputDataConfigs(HyperParameterTuningJobTrainingJobDefinitionInputDataConfigArgs... inputDataConfigs)
HyperParameterTuningJobTrainingJobDefinitionArgs.Builder	inputDataConfigs(com.pulumi.core.Output<java.util.List<HyperParameterTuningJobTrainingJobDefinitionInputDataConfigArgs>> inputDataConfigs)
HyperParameterTuningJobTrainingJobDefinitionArgs.Builder	inputDataConfigs(java.util.List<HyperParameterTuningJobTrainingJobDefinitionInputDataConfigArgs> inputDataConfigs)
HyperParameterTuningJobTrainingJobDefinitionArgs.Builder	outputDataConfig(HyperParameterTuningJobTrainingJobDefinitionOutputDataConfigArgs outputDataConfig)
HyperParameterTuningJobTrainingJobDefinitionArgs.Builder	outputDataConfig(com.pulumi.core.Output<HyperParameterTuningJobTrainingJobDefinitionOutputDataConfigArgs> outputDataConfig)
HyperParameterTuningJobTrainingJobDefinitionArgs.Builder	resourceConfig(HyperParameterTuningJobTrainingJobDefinitionResourceConfigArgs resourceConfig)
HyperParameterTuningJobTrainingJobDefinitionArgs.Builder	resourceConfig(com.pulumi.core.Output<HyperParameterTuningJobTrainingJobDefinitionResourceConfigArgs> resourceConfig)
HyperParameterTuningJobTrainingJobDefinitionArgs.Builder	retryStrategies(HyperParameterTuningJobTrainingJobDefinitionRetryStrategyArgs... retryStrategies)
HyperParameterTuningJobTrainingJobDefinitionArgs.Builder	retryStrategies(com.pulumi.core.Output<java.util.List<HyperParameterTuningJobTrainingJobDefinitionRetryStrategyArgs>> retryStrategies)
HyperParameterTuningJobTrainingJobDefinitionArgs.Builder	retryStrategies(java.util.List<HyperParameterTuningJobTrainingJobDefinitionRetryStrategyArgs> retryStrategies)
HyperParameterTuningJobTrainingJobDefinitionArgs.Builder	roleArn(com.pulumi.core.Output<java.lang.String> roleArn)
HyperParameterTuningJobTrainingJobDefinitionArgs.Builder	roleArn(java.lang.String roleArn)
HyperParameterTuningJobTrainingJobDefinitionArgs.Builder	staticHyperParameters(com.pulumi.core.Output<java.util.Map<java.lang.String,java.lang.String>> staticHyperParameters)
HyperParameterTuningJobTrainingJobDefinitionArgs.Builder	staticHyperParameters(java.util.Map<java.lang.String,java.lang.String> staticHyperParameters)
HyperParameterTuningJobTrainingJobDefinitionArgs.Builder	stoppingCondition(HyperParameterTuningJobTrainingJobDefinitionStoppingConditionArgs stoppingCondition)
HyperParameterTuningJobTrainingJobDefinitionArgs.Builder	stoppingCondition(com.pulumi.core.Output<HyperParameterTuningJobTrainingJobDefinitionStoppingConditionArgs> stoppingCondition)
HyperParameterTuningJobTrainingJobDefinitionArgs.Builder	tuningObjective(HyperParameterTuningJobTrainingJobDefinitionTuningObjectiveArgs tuningObjective)
HyperParameterTuningJobTrainingJobDefinitionArgs.Builder	tuningObjective(com.pulumi.core.Output<HyperParameterTuningJobTrainingJobDefinitionTuningObjectiveArgs> tuningObjective)
HyperParameterTuningJobTrainingJobDefinitionArgs.Builder	vpcConfig(HyperParameterTuningJobTrainingJobDefinitionVpcConfigArgs vpcConfig)
HyperParameterTuningJobTrainingJobDefinitionArgs.Builder	vpcConfig(com.pulumi.core.Output<HyperParameterTuningJobTrainingJobDefinitionVpcConfigArgs> 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(HyperParameterTuningJobTrainingJobDefinitionArgs defaults)

Method Detail

algorithmSpecification

public HyperParameterTuningJobTrainingJobDefinitionArgs.Builder algorithmSpecification(com.pulumi.core.Output<HyperParameterTuningJobTrainingJobDefinitionAlgorithmSpecificationArgs> algorithmSpecification)

Parameters:

algorithmSpecification - Algorithm settings. See `algorithmSpecification`.

Returns:

builder

algorithmSpecification

public HyperParameterTuningJobTrainingJobDefinitionArgs.Builder algorithmSpecification(HyperParameterTuningJobTrainingJobDefinitionAlgorithmSpecificationArgs algorithmSpecification)

Parameters:

algorithmSpecification - Algorithm settings. See `algorithmSpecification`.

Returns:

builder

checkpointConfig

public HyperParameterTuningJobTrainingJobDefinitionArgs.Builder checkpointConfig(@Nullable
                                                                                 com.pulumi.core.Output<HyperParameterTuningJobTrainingJobDefinitionCheckpointConfigArgs> checkpointConfig)

Parameters:

checkpointConfig - Checkpoint output location. See `checkpointConfig`.

Returns:

builder

checkpointConfig

public HyperParameterTuningJobTrainingJobDefinitionArgs.Builder checkpointConfig(HyperParameterTuningJobTrainingJobDefinitionCheckpointConfigArgs checkpointConfig)

Parameters:

checkpointConfig - Checkpoint output location. See `checkpointConfig`.

Returns:

builder

definitionName

public HyperParameterTuningJobTrainingJobDefinitionArgs.Builder definitionName(@Nullable
                                                                               com.pulumi.core.Output<java.lang.String> definitionName)

Parameters:

definitionName - Name for this definition.

Returns:

builder

definitionName

public HyperParameterTuningJobTrainingJobDefinitionArgs.Builder definitionName(java.lang.String definitionName)

Parameters:

definitionName - Name for this definition.

Returns:

builder

enableInterContainerTrafficEncryption

public HyperParameterTuningJobTrainingJobDefinitionArgs.Builder enableInterContainerTrafficEncryption(@Nullable
                                                                                                      com.pulumi.core.Output<java.lang.Boolean> enableInterContainerTrafficEncryption)

Parameters:

enableInterContainerTrafficEncryption - Whether to encrypt traffic between containers.

Returns:

builder

enableInterContainerTrafficEncryption

public HyperParameterTuningJobTrainingJobDefinitionArgs.Builder enableInterContainerTrafficEncryption(java.lang.Boolean enableInterContainerTrafficEncryption)

Parameters:

enableInterContainerTrafficEncryption - Whether to encrypt traffic between containers.

Returns:

builder

enableManagedSpotTraining

public HyperParameterTuningJobTrainingJobDefinitionArgs.Builder enableManagedSpotTraining(@Nullable
                                                                                          com.pulumi.core.Output<java.lang.Boolean> enableManagedSpotTraining)

Parameters:

enableManagedSpotTraining - Whether to use managed spot training.

Returns:

builder

enableManagedSpotTraining

public HyperParameterTuningJobTrainingJobDefinitionArgs.Builder enableManagedSpotTraining(java.lang.Boolean enableManagedSpotTraining)

Parameters:

enableManagedSpotTraining - Whether to use managed spot training.

Returns:

builder

enableNetworkIsolation

public HyperParameterTuningJobTrainingJobDefinitionArgs.Builder enableNetworkIsolation(@Nullable
                                                                                       com.pulumi.core.Output<java.lang.Boolean> enableNetworkIsolation)

Parameters:

enableNetworkIsolation - Whether to isolate network access for containers.

Returns:

builder

enableNetworkIsolation

public HyperParameterTuningJobTrainingJobDefinitionArgs.Builder enableNetworkIsolation(java.lang.Boolean enableNetworkIsolation)

Parameters:

enableNetworkIsolation - Whether to isolate network access for containers.

Returns:

builder

environment

public HyperParameterTuningJobTrainingJobDefinitionArgs.Builder environment(@Nullable
                                                                            com.pulumi.core.Output<java.util.Map<java.lang.String,java.lang.String>> environment)

Parameters:

environment - Map of environment variables.

Returns:

builder

environment

public HyperParameterTuningJobTrainingJobDefinitionArgs.Builder environment(java.util.Map<java.lang.String,java.lang.String> environment)

Parameters:

environment - Map of environment variables.

Returns:

builder

hyperParameterRanges

public HyperParameterTuningJobTrainingJobDefinitionArgs.Builder hyperParameterRanges(@Nullable
                                                                                     com.pulumi.core.Output<HyperParameterTuningJobTrainingJobDefinitionHyperParameterRangesArgs> hyperParameterRanges)

Parameters:

hyperParameterRanges - Hyperparameter ranges for this definition. See `parameterRanges`.

Returns:

builder

hyperParameterRanges

public HyperParameterTuningJobTrainingJobDefinitionArgs.Builder hyperParameterRanges(HyperParameterTuningJobTrainingJobDefinitionHyperParameterRangesArgs hyperParameterRanges)

Parameters:

hyperParameterRanges - Hyperparameter ranges for this definition. See `parameterRanges`.

Returns:

builder

hyperParameterTuningResourceConfig

public HyperParameterTuningJobTrainingJobDefinitionArgs.Builder hyperParameterTuningResourceConfig(@Nullable
                                                                                                   com.pulumi.core.Output<HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigArgs> hyperParameterTuningResourceConfig)

Parameters:

hyperParameterTuningResourceConfig - Tuning resource settings. See `hyperParameterTuningResourceConfig`.

Returns:

builder

hyperParameterTuningResourceConfig

public HyperParameterTuningJobTrainingJobDefinitionArgs.Builder hyperParameterTuningResourceConfig(HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigArgs hyperParameterTuningResourceConfig)

Parameters:

hyperParameterTuningResourceConfig - Tuning resource settings. See `hyperParameterTuningResourceConfig`.

Returns:

builder

inputDataConfigs

public HyperParameterTuningJobTrainingJobDefinitionArgs.Builder inputDataConfigs(@Nullable
                                                                                 com.pulumi.core.Output<java.util.List<HyperParameterTuningJobTrainingJobDefinitionInputDataConfigArgs>> inputDataConfigs)

Parameters:

inputDataConfigs - Input data channels. See `inputDataConfig`.

Returns:

builder

inputDataConfigs

public HyperParameterTuningJobTrainingJobDefinitionArgs.Builder inputDataConfigs(java.util.List<HyperParameterTuningJobTrainingJobDefinitionInputDataConfigArgs> inputDataConfigs)

Parameters:

inputDataConfigs - Input data channels. See `inputDataConfig`.

Returns:

builder

inputDataConfigs

public HyperParameterTuningJobTrainingJobDefinitionArgs.Builder inputDataConfigs(HyperParameterTuningJobTrainingJobDefinitionInputDataConfigArgs... inputDataConfigs)

Parameters:

inputDataConfigs - Input data channels. See `inputDataConfig`.

Returns:

builder

outputDataConfig

public HyperParameterTuningJobTrainingJobDefinitionArgs.Builder outputDataConfig(com.pulumi.core.Output<HyperParameterTuningJobTrainingJobDefinitionOutputDataConfigArgs> outputDataConfig)

Parameters:

outputDataConfig - Output data settings. See `outputDataConfig`.

Returns:

builder

outputDataConfig

public HyperParameterTuningJobTrainingJobDefinitionArgs.Builder outputDataConfig(HyperParameterTuningJobTrainingJobDefinitionOutputDataConfigArgs outputDataConfig)

Parameters:

outputDataConfig - Output data settings. See `outputDataConfig`.

Returns:

builder

resourceConfig

public HyperParameterTuningJobTrainingJobDefinitionArgs.Builder resourceConfig(@Nullable
                                                                               com.pulumi.core.Output<HyperParameterTuningJobTrainingJobDefinitionResourceConfigArgs> resourceConfig)

Parameters:

resourceConfig - Training resources. See `resourceConfig`.

Returns:

builder

resourceConfig

public HyperParameterTuningJobTrainingJobDefinitionArgs.Builder resourceConfig(HyperParameterTuningJobTrainingJobDefinitionResourceConfigArgs resourceConfig)

Parameters:

resourceConfig - Training resources. See `resourceConfig`.

Returns:

builder

retryStrategies

public HyperParameterTuningJobTrainingJobDefinitionArgs.Builder retryStrategies(@Nullable
                                                                                com.pulumi.core.Output<java.util.List<HyperParameterTuningJobTrainingJobDefinitionRetryStrategyArgs>> retryStrategies)

Parameters:

retryStrategies - Retry settings. See `retryStrategy`.

Returns:

builder

retryStrategies

public HyperParameterTuningJobTrainingJobDefinitionArgs.Builder retryStrategies(java.util.List<HyperParameterTuningJobTrainingJobDefinitionRetryStrategyArgs> retryStrategies)

Parameters:

retryStrategies - Retry settings. See `retryStrategy`.

Returns:

builder

retryStrategies

public HyperParameterTuningJobTrainingJobDefinitionArgs.Builder retryStrategies(HyperParameterTuningJobTrainingJobDefinitionRetryStrategyArgs... retryStrategies)

Parameters:

retryStrategies - Retry settings. See `retryStrategy`.

Returns:

builder

roleArn

public HyperParameterTuningJobTrainingJobDefinitionArgs.Builder roleArn(com.pulumi.core.Output<java.lang.String> roleArn)

Parameters:

roleArn - IAM role ARN used by SageMaker AI.

Returns:

builder

roleArn

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

Parameters:

roleArn - IAM role ARN used by SageMaker AI.

Returns:

builder

staticHyperParameters

public HyperParameterTuningJobTrainingJobDefinitionArgs.Builder staticHyperParameters(@Nullable
                                                                                      com.pulumi.core.Output<java.util.Map<java.lang.String,java.lang.String>> staticHyperParameters)

Parameters:

staticHyperParameters - Map of fixed hyperparameters.

Returns:

builder

staticHyperParameters

public HyperParameterTuningJobTrainingJobDefinitionArgs.Builder staticHyperParameters(java.util.Map<java.lang.String,java.lang.String> staticHyperParameters)

Parameters:

staticHyperParameters - Map of fixed hyperparameters.

Returns:

builder

stoppingCondition

public HyperParameterTuningJobTrainingJobDefinitionArgs.Builder stoppingCondition(com.pulumi.core.Output<HyperParameterTuningJobTrainingJobDefinitionStoppingConditionArgs> stoppingCondition)

Parameters:

stoppingCondition - Stopping settings. See `stoppingCondition`.

Returns:

builder

stoppingCondition

public HyperParameterTuningJobTrainingJobDefinitionArgs.Builder stoppingCondition(HyperParameterTuningJobTrainingJobDefinitionStoppingConditionArgs stoppingCondition)

Parameters:

stoppingCondition - Stopping settings. See `stoppingCondition`.

Returns:

builder

tuningObjective

public HyperParameterTuningJobTrainingJobDefinitionArgs.Builder tuningObjective(@Nullable
                                                                                com.pulumi.core.Output<HyperParameterTuningJobTrainingJobDefinitionTuningObjectiveArgs> tuningObjective)

Parameters:

tuningObjective - Objective for this training definition. See `tuningObjective`.

Returns:

builder

tuningObjective

public HyperParameterTuningJobTrainingJobDefinitionArgs.Builder tuningObjective(HyperParameterTuningJobTrainingJobDefinitionTuningObjectiveArgs tuningObjective)

Parameters:

tuningObjective - Objective for this training definition. See `tuningObjective`.

Returns:

builder

vpcConfig

public HyperParameterTuningJobTrainingJobDefinitionArgs.Builder vpcConfig(@Nullable
                                                                          com.pulumi.core.Output<HyperParameterTuningJobTrainingJobDefinitionVpcConfigArgs> vpcConfig)

Parameters:

vpcConfig - VPC settings. See `vpcConfig`.

Returns:

builder

vpcConfig

public HyperParameterTuningJobTrainingJobDefinitionArgs.Builder vpcConfig(HyperParameterTuningJobTrainingJobDefinitionVpcConfigArgs vpcConfig)

Parameters:

vpcConfig - VPC settings. See `vpcConfig`.

Returns:

builder

build

public HyperParameterTuningJobTrainingJobDefinitionArgs build()