Package com.pulumi.aws.sagemaker.inputs

Class HyperParameterTuningJobConfigArgs

java.lang.Object

com.pulumi.resources.InputArgs

com.pulumi.resources.ResourceArgs

com.pulumi.aws.sagemaker.inputs.HyperParameterTuningJobConfigArgs

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

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	HyperParameterTuningJobConfigArgs.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 HyperParameterTuningJobConfigArgs	Empty

Method Summary

Modifier and Type	Method	Description
static HyperParameterTuningJobConfigArgs.Builder	builder()
static HyperParameterTuningJobConfigArgs.Builder	builder(HyperParameterTuningJobConfigArgs defaults)
java.util.Optional<com.pulumi.core.Output<HyperParameterTuningJobConfigObjectiveArgs>>	objective()
java.util.Optional<com.pulumi.core.Output<HyperParameterTuningJobConfigParameterRangesArgs>>	parameterRanges()
java.util.Optional<com.pulumi.core.Output<java.lang.Integer>>	randomSeed()
com.pulumi.core.Output<HyperParameterTuningJobConfigResourceLimitsArgs>	resourceLimits()
com.pulumi.core.Output<java.lang.String>	strategy()
java.util.Optional<com.pulumi.core.Output<HyperParameterTuningJobConfigStrategyConfigArgs>>	strategyConfig()
java.util.Optional<com.pulumi.core.Output<java.lang.String>>	trainingJobEarlyStoppingType()
java.util.Optional<com.pulumi.core.Output<HyperParameterTuningJobConfigTuningJobCompletionCriteriaArgs>>	tuningJobCompletionCriteria()

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 HyperParameterTuningJobConfigArgs Empty

Method Detail

objective

public java.util.Optional<com.pulumi.core.Output<HyperParameterTuningJobConfigObjectiveArgs>> objective()

Returns:

Objective metric used by tuning. See `objective`.

parameterRanges

public java.util.Optional<com.pulumi.core.Output<HyperParameterTuningJobConfigParameterRangesArgs>> parameterRanges()

Returns:

Hyperparameter search ranges. See `parameterRanges`.

randomSeed

public java.util.Optional<com.pulumi.core.Output<java.lang.Integer>> randomSeed()

Returns:

Random seed for tuning.

resourceLimits

public com.pulumi.core.Output<HyperParameterTuningJobConfigResourceLimitsArgs> resourceLimits()

Returns:

Training job limits for tuning. See `resourceLimits`.

strategy

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

Returns:

Search strategy for tuning.

strategyConfig

public java.util.Optional<com.pulumi.core.Output<HyperParameterTuningJobConfigStrategyConfigArgs>> strategyConfig()

Returns:

Extra strategy options. See `strategyConfig`.

trainingJobEarlyStoppingType

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

Returns:

Early stopping behavior for training jobs.

tuningJobCompletionCriteria

public java.util.Optional<com.pulumi.core.Output<HyperParameterTuningJobConfigTuningJobCompletionCriteriaArgs>> tuningJobCompletionCriteria()

Returns:

Conditions to complete tuning. See `tuningJobCompletionCriteria`.

builder

public static HyperParameterTuningJobConfigArgs.Builder builder()

builder

public static HyperParameterTuningJobConfigArgs.Builder builder(HyperParameterTuningJobConfigArgs defaults)