Package com.pulumi.aws.sagemaker.outputs

Class HyperParameterTuningJobConfig

java.lang.Object

com.pulumi.aws.sagemaker.outputs.HyperParameterTuningJobConfig

public final class HyperParameterTuningJobConfig
extends java.lang.Object

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	HyperParameterTuningJobConfig.Builder

Method Summary

Modifier and Type	Method	Description
static HyperParameterTuningJobConfig.Builder	builder()
static HyperParameterTuningJobConfig.Builder	builder(HyperParameterTuningJobConfig defaults)
java.util.Optional<HyperParameterTuningJobConfigObjective>	objective()
java.util.Optional<HyperParameterTuningJobConfigParameterRanges>	parameterRanges()
java.util.Optional<java.lang.Integer>	randomSeed()
HyperParameterTuningJobConfigResourceLimits	resourceLimits()
java.lang.String	strategy()
java.util.Optional<HyperParameterTuningJobConfigStrategyConfig>	strategyConfig()
java.util.Optional<java.lang.String>	trainingJobEarlyStoppingType()
java.util.Optional<HyperParameterTuningJobConfigTuningJobCompletionCriteria>	tuningJobCompletionCriteria()

Methods inherited from class java.lang.Object

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

Method Detail

objective

public java.util.Optional<HyperParameterTuningJobConfigObjective> objective()

Returns:

Objective metric used by tuning. See `objective`.

parameterRanges

public java.util.Optional<HyperParameterTuningJobConfigParameterRanges> parameterRanges()

Returns:

Hyperparameter search ranges. See `parameterRanges`.

randomSeed

public java.util.Optional<java.lang.Integer> randomSeed()

Returns:

Random seed for tuning.

resourceLimits

public HyperParameterTuningJobConfigResourceLimits resourceLimits()

Returns:

Training job limits for tuning. See `resourceLimits`.

strategy

public java.lang.String strategy()

Returns:

Search strategy for tuning.

strategyConfig

public java.util.Optional<HyperParameterTuningJobConfigStrategyConfig> strategyConfig()

Returns:

Extra strategy options. See `strategyConfig`.

trainingJobEarlyStoppingType

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

Returns:

Early stopping behavior for training jobs.

tuningJobCompletionCriteria

public java.util.Optional<HyperParameterTuningJobConfigTuningJobCompletionCriteria> tuningJobCompletionCriteria()

Returns:

Conditions to complete tuning. See `tuningJobCompletionCriteria`.

builder

public static HyperParameterTuningJobConfig.Builder builder()

builder

public static HyperParameterTuningJobConfig.Builder builder(HyperParameterTuningJobConfig defaults)