Package com.pulumi.aws.sagemaker.outputs

Class HyperParameterTuningJobTrainingJobDefinition

java.lang.Object

com.pulumi.aws.sagemaker.outputs.HyperParameterTuningJobTrainingJobDefinition

public final class HyperParameterTuningJobTrainingJobDefinition
extends java.lang.Object

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	HyperParameterTuningJobTrainingJobDefinition.Builder

Method Summary

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

Methods inherited from class java.lang.Object

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

Method Detail

algorithmSpecification

public HyperParameterTuningJobTrainingJobDefinitionAlgorithmSpecification algorithmSpecification()

Returns:

Algorithm settings. See `algorithmSpecification`.

checkpointConfig

public java.util.Optional<HyperParameterTuningJobTrainingJobDefinitionCheckpointConfig> checkpointConfig()

Returns:

Checkpoint output location. See `checkpointConfig`.

definitionName

public java.util.Optional<java.lang.String> definitionName()

Returns:

Name for this definition.

enableInterContainerTrafficEncryption

public java.util.Optional<java.lang.Boolean> enableInterContainerTrafficEncryption()

Returns:

Whether to encrypt traffic between containers.

enableManagedSpotTraining

public java.util.Optional<java.lang.Boolean> enableManagedSpotTraining()

Returns:

Whether to use managed spot training.

enableNetworkIsolation

public java.util.Optional<java.lang.Boolean> enableNetworkIsolation()

Returns:

Whether to isolate network access for containers.

environment

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

Returns:

Map of environment variables.

hyperParameterRanges

public java.util.Optional<HyperParameterTuningJobTrainingJobDefinitionHyperParameterRanges> hyperParameterRanges()

Returns:

Hyperparameter ranges for this definition. See `parameterRanges`.

hyperParameterTuningResourceConfig

public java.util.Optional<HyperParameterTuningJobTrainingJobDefinitionHyperParameterTuningResourceConfig> hyperParameterTuningResourceConfig()

Returns:

Tuning resource settings. See `hyperParameterTuningResourceConfig`.

inputDataConfigs

public java.util.List<HyperParameterTuningJobTrainingJobDefinitionInputDataConfig> inputDataConfigs()

Returns:

Input data channels. See `inputDataConfig`.

outputDataConfig

public HyperParameterTuningJobTrainingJobDefinitionOutputDataConfig outputDataConfig()

Returns:

Output data settings. See `outputDataConfig`.

resourceConfig

public java.util.Optional<HyperParameterTuningJobTrainingJobDefinitionResourceConfig> resourceConfig()

Returns:

Training resources. See `resourceConfig`.

retryStrategies

public java.util.List<HyperParameterTuningJobTrainingJobDefinitionRetryStrategy> retryStrategies()

Returns:

Retry settings. See `retryStrategy`.

roleArn

public java.lang.String roleArn()

Returns:

IAM role ARN used by SageMaker AI.

staticHyperParameters

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

Returns:

Map of fixed hyperparameters.

stoppingCondition

public HyperParameterTuningJobTrainingJobDefinitionStoppingCondition stoppingCondition()

Returns:

Stopping settings. See `stoppingCondition`.

tuningObjective

public java.util.Optional<HyperParameterTuningJobTrainingJobDefinitionTuningObjective> tuningObjective()

Returns:

Objective for this training definition. See `tuningObjective`.

vpcConfig

public java.util.Optional<HyperParameterTuningJobTrainingJobDefinitionVpcConfig> vpcConfig()

Returns:

VPC settings. See `vpcConfig`.

builder

public static HyperParameterTuningJobTrainingJobDefinition.Builder builder()

builder

public static HyperParameterTuningJobTrainingJobDefinition.Builder builder(HyperParameterTuningJobTrainingJobDefinition defaults)