Package com.pulumi.aws.sagemaker.inputs

Class HyperParameterTuningJobTrainingJobDefinitionArgs

java.lang.Object

com.pulumi.resources.InputArgs

com.pulumi.resources.ResourceArgs

com.pulumi.aws.sagemaker.inputs.HyperParameterTuningJobTrainingJobDefinitionArgs

public final class HyperParameterTuningJobTrainingJobDefinitionArgs
extends com.pulumi.resources.ResourceArgs

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	HyperParameterTuningJobTrainingJobDefinitionArgs.Builder

Nested classes/interfaces inherited from class com.pulumi.resources.InputArgs

com.pulumi.resources.InputArgs.InputArgsInternal

Field Summary

Fields

Modifier and Type	Field	Description
static HyperParameterTuningJobTrainingJobDefinitionArgs	Empty

Method Summary

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

Methods inherited from class com.pulumi.resources.ResourceArgs

validateMember

Methods inherited from class java.lang.Object

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

Field Detail

Empty

public static final HyperParameterTuningJobTrainingJobDefinitionArgs Empty

Method Detail

algorithmSpecification

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

Returns:

Algorithm settings. See `algorithmSpecification`.

checkpointConfig

public java.util.Optional<com.pulumi.core.Output<HyperParameterTuningJobTrainingJobDefinitionCheckpointConfigArgs>> checkpointConfig()

Returns:

Checkpoint output location. See `checkpointConfig`.

definitionName

public java.util.Optional<com.pulumi.core.Output<java.lang.String>> definitionName()

Returns:

Name for this definition.

enableInterContainerTrafficEncryption

public java.util.Optional<com.pulumi.core.Output<java.lang.Boolean>> enableInterContainerTrafficEncryption()

Returns:

Whether to encrypt traffic between containers.

enableManagedSpotTraining

public java.util.Optional<com.pulumi.core.Output<java.lang.Boolean>> enableManagedSpotTraining()

Returns:

Whether to use managed spot training.

enableNetworkIsolation

public java.util.Optional<com.pulumi.core.Output<java.lang.Boolean>> enableNetworkIsolation()

Returns:

Whether to isolate network access for containers.

environment

public java.util.Optional<com.pulumi.core.Output<java.util.Map<java.lang.String,java.lang.String>>> environment()

Returns:

Map of environment variables.

hyperParameterRanges

public java.util.Optional<com.pulumi.core.Output<HyperParameterTuningJobTrainingJobDefinitionHyperParameterRangesArgs>> hyperParameterRanges()

Returns:

Hyperparameter ranges for this definition. See `parameterRanges`.

hyperParameterTuningResourceConfig

public java.util.Optional<com.pulumi.core.Output<HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfigArgs>> hyperParameterTuningResourceConfig()

Returns:

Tuning resource settings. See `hyperParameterTuningResourceConfig`.

inputDataConfigs

public java.util.Optional<com.pulumi.core.Output<java.util.List<HyperParameterTuningJobTrainingJobDefinitionInputDataConfigArgs>>> inputDataConfigs()

Returns:

Input data channels. See `inputDataConfig`.

outputDataConfig

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

Returns:

Output data settings. See `outputDataConfig`.

resourceConfig

public java.util.Optional<com.pulumi.core.Output<HyperParameterTuningJobTrainingJobDefinitionResourceConfigArgs>> resourceConfig()

Returns:

Training resources. See `resourceConfig`.

retryStrategies

public java.util.Optional<com.pulumi.core.Output<java.util.List<HyperParameterTuningJobTrainingJobDefinitionRetryStrategyArgs>>> retryStrategies()

Returns:

Retry settings. See `retryStrategy`.

roleArn

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

Returns:

IAM role ARN used by SageMaker AI.

staticHyperParameters

public java.util.Optional<com.pulumi.core.Output<java.util.Map<java.lang.String,java.lang.String>>> staticHyperParameters()

Returns:

Map of fixed hyperparameters.

stoppingCondition

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

Returns:

Stopping settings. See `stoppingCondition`.

tuningObjective

public java.util.Optional<com.pulumi.core.Output<HyperParameterTuningJobTrainingJobDefinitionTuningObjectiveArgs>> tuningObjective()

Returns:

Objective for this training definition. See `tuningObjective`.

vpcConfig

public java.util.Optional<com.pulumi.core.Output<HyperParameterTuningJobTrainingJobDefinitionVpcConfigArgs>> vpcConfig()

Returns:

VPC settings. See `vpcConfig`.

builder

public static HyperParameterTuningJobTrainingJobDefinitionArgs.Builder builder()

builder

public static HyperParameterTuningJobTrainingJobDefinitionArgs.Builder builder(HyperParameterTuningJobTrainingJobDefinitionArgs defaults)