Package com.pulumi.aws.sagemaker.inputs

Class HyperParameterTuningJobConfigArgs.Builder

java.lang.Object

com.pulumi.aws.sagemaker.inputs.HyperParameterTuningJobConfigArgs.Builder

Enclosing class:

HyperParameterTuningJobConfigArgs

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

Constructor Summary

Constructors

Constructor	Description
Builder()
Builder(HyperParameterTuningJobConfigArgs defaults)

Method Summary

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

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(HyperParameterTuningJobConfigArgs defaults)

Method Detail

objective

public HyperParameterTuningJobConfigArgs.Builder objective(@Nullable
                                                           com.pulumi.core.Output<HyperParameterTuningJobConfigObjectiveArgs> objective)

Parameters:

objective - Objective metric used by tuning. See `objective`.

Returns:

builder

objective

public HyperParameterTuningJobConfigArgs.Builder objective(HyperParameterTuningJobConfigObjectiveArgs objective)

Parameters:

objective - Objective metric used by tuning. See `objective`.

Returns:

builder

parameterRanges

public HyperParameterTuningJobConfigArgs.Builder parameterRanges(@Nullable
                                                                 com.pulumi.core.Output<HyperParameterTuningJobConfigParameterRangesArgs> parameterRanges)

Parameters:

parameterRanges - Hyperparameter search ranges. See `parameterRanges`.

Returns:

builder

parameterRanges

public HyperParameterTuningJobConfigArgs.Builder parameterRanges(HyperParameterTuningJobConfigParameterRangesArgs parameterRanges)

Parameters:

parameterRanges - Hyperparameter search ranges. See `parameterRanges`.

Returns:

builder

randomSeed

public HyperParameterTuningJobConfigArgs.Builder randomSeed(@Nullable
                                                            com.pulumi.core.Output<java.lang.Integer> randomSeed)

Parameters:

randomSeed - Random seed for tuning.

Returns:

builder

randomSeed

public HyperParameterTuningJobConfigArgs.Builder randomSeed(java.lang.Integer randomSeed)

Parameters:

randomSeed - Random seed for tuning.

Returns:

builder

resourceLimits

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

Parameters:

resourceLimits - Training job limits for tuning. See `resourceLimits`.

Returns:

builder

resourceLimits

public HyperParameterTuningJobConfigArgs.Builder resourceLimits(HyperParameterTuningJobConfigResourceLimitsArgs resourceLimits)

Parameters:

resourceLimits - Training job limits for tuning. See `resourceLimits`.

Returns:

builder

strategy

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

Parameters:

strategy - Search strategy for tuning.

Returns:

builder

strategy

public HyperParameterTuningJobConfigArgs.Builder strategy(java.lang.String strategy)

Parameters:

strategy - Search strategy for tuning.

Returns:

builder

strategyConfig

public HyperParameterTuningJobConfigArgs.Builder strategyConfig(@Nullable
                                                                com.pulumi.core.Output<HyperParameterTuningJobConfigStrategyConfigArgs> strategyConfig)

Parameters:

strategyConfig - Extra strategy options. See `strategyConfig`.

Returns:

builder

strategyConfig

public HyperParameterTuningJobConfigArgs.Builder strategyConfig(HyperParameterTuningJobConfigStrategyConfigArgs strategyConfig)

Parameters:

strategyConfig - Extra strategy options. See `strategyConfig`.

Returns:

builder

trainingJobEarlyStoppingType

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

Parameters:

trainingJobEarlyStoppingType - Early stopping behavior for training jobs.

Returns:

builder

trainingJobEarlyStoppingType

public HyperParameterTuningJobConfigArgs.Builder trainingJobEarlyStoppingType(java.lang.String trainingJobEarlyStoppingType)

Parameters:

trainingJobEarlyStoppingType - Early stopping behavior for training jobs.

Returns:

builder

tuningJobCompletionCriteria

public HyperParameterTuningJobConfigArgs.Builder tuningJobCompletionCriteria(@Nullable
                                                                             com.pulumi.core.Output<HyperParameterTuningJobConfigTuningJobCompletionCriteriaArgs> tuningJobCompletionCriteria)

Parameters:

tuningJobCompletionCriteria - Conditions to complete tuning. See `tuningJobCompletionCriteria`.

Returns:

builder

tuningJobCompletionCriteria

public HyperParameterTuningJobConfigArgs.Builder tuningJobCompletionCriteria(HyperParameterTuningJobConfigTuningJobCompletionCriteriaArgs tuningJobCompletionCriteria)

Parameters:

tuningJobCompletionCriteria - Conditions to complete tuning. See `tuningJobCompletionCriteria`.

Returns:

builder

build

public HyperParameterTuningJobConfigArgs build()