software.amazon.awssdk.services.sagemaker.model

Interface HyperParameterTuningJobConfig.Builder

All Superinterfaces:

Buildable, CopyableBuilder<HyperParameterTuningJobConfig.Builder,HyperParameterTuningJobConfig>, SdkBuilder<HyperParameterTuningJobConfig.Builder,HyperParameterTuningJobConfig>, SdkPojo

Enclosing class:

HyperParameterTuningJobConfig

public static interface HyperParameterTuningJobConfig.Builder
extends SdkPojo, CopyableBuilder<HyperParameterTuningJobConfig.Builder,HyperParameterTuningJobConfig>

Method Summary

Modifier and Type	Method and Description
default HyperParameterTuningJobConfig.Builder	hyperParameterTuningJobObjective(Consumer<HyperParameterTuningJobObjective.Builder> hyperParameterTuningJobObjective) The HyperParameterTuningJobObjective object that specifies the objective metric for this tuning job.
HyperParameterTuningJobConfig.Builder	hyperParameterTuningJobObjective(HyperParameterTuningJobObjective hyperParameterTuningJobObjective) The HyperParameterTuningJobObjective object that specifies the objective metric for this tuning job.
default HyperParameterTuningJobConfig.Builder	parameterRanges(Consumer<ParameterRanges.Builder> parameterRanges) The ParameterRanges object that specifies the ranges of hyperparameters that this tuning job searches.
HyperParameterTuningJobConfig.Builder	parameterRanges(ParameterRanges parameterRanges) The ParameterRanges object that specifies the ranges of hyperparameters that this tuning job searches.
default HyperParameterTuningJobConfig.Builder	resourceLimits(Consumer<ResourceLimits.Builder> resourceLimits) The ResourceLimits object that specifies the maximum number of training jobs and parallel training jobs for this tuning job.
HyperParameterTuningJobConfig.Builder	resourceLimits(ResourceLimits resourceLimits) The ResourceLimits object that specifies the maximum number of training jobs and parallel training jobs for this tuning job.
HyperParameterTuningJobConfig.Builder	strategy(HyperParameterTuningJobStrategyType strategy) Specifies the search strategy for hyperparameters.
HyperParameterTuningJobConfig.Builder	strategy(String strategy) Specifies the search strategy for hyperparameters.

Methods inherited from interface software.amazon.awssdk.core.SdkPojo

sdkFields

Methods inherited from interface software.amazon.awssdk.utils.builder.CopyableBuilder

copy

Methods inherited from interface software.amazon.awssdk.utils.builder.SdkBuilder

applyMutation, build

Method Detail

strategy

HyperParameterTuningJobConfig.Builder strategy(String strategy)

Specifies the search strategy for hyperparameters. Currently, the only valid value is Bayesian.

Parameters:

strategy - Specifies the search strategy for hyperparameters. Currently, the only valid value is Bayesian.

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

HyperParameterTuningJobStrategyType, HyperParameterTuningJobStrategyType

strategy

HyperParameterTuningJobConfig.Builder strategy(HyperParameterTuningJobStrategyType strategy)

Specifies the search strategy for hyperparameters. Currently, the only valid value is Bayesian.

Parameters:

strategy - Specifies the search strategy for hyperparameters. Currently, the only valid value is Bayesian.

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

HyperParameterTuningJobStrategyType, HyperParameterTuningJobStrategyType

hyperParameterTuningJobObjective

HyperParameterTuningJobConfig.Builder hyperParameterTuningJobObjective(HyperParameterTuningJobObjective hyperParameterTuningJobObjective)

The HyperParameterTuningJobObjective object that specifies the objective metric for this tuning job.

Parameters:

hyperParameterTuningJobObjective - The HyperParameterTuningJobObjective object that specifies the objective metric for this tuning job.

Returns:

Returns a reference to this object so that method calls can be chained together.

hyperParameterTuningJobObjective

default HyperParameterTuningJobConfig.Builder hyperParameterTuningJobObjective(Consumer<HyperParameterTuningJobObjective.Builder> hyperParameterTuningJobObjective)

The HyperParameterTuningJobObjective object that specifies the objective metric for this tuning job.

This is a convenience that creates an instance of the HyperParameterTuningJobObjective.Builder avoiding the need to create one manually via HyperParameterTuningJobObjective.builder(). When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to hyperParameterTuningJobObjective(HyperParameterTuningJobObjective).

Parameters:

hyperParameterTuningJobObjective - a consumer that will call methods on HyperParameterTuningJobObjective.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

hyperParameterTuningJobObjective(HyperParameterTuningJobObjective)

resourceLimits

HyperParameterTuningJobConfig.Builder resourceLimits(ResourceLimits resourceLimits)

The ResourceLimits object that specifies the maximum number of training jobs and parallel training jobs for this tuning job.

Parameters:

resourceLimits - The ResourceLimits object that specifies the maximum number of training jobs and parallel training jobs for this tuning job.

Returns:

Returns a reference to this object so that method calls can be chained together.

resourceLimits

default HyperParameterTuningJobConfig.Builder resourceLimits(Consumer<ResourceLimits.Builder> resourceLimits)

The ResourceLimits object that specifies the maximum number of training jobs and parallel training jobs for this tuning job.

This is a convenience that creates an instance of the ResourceLimits.Builder avoiding the need to create one manually via ResourceLimits.builder(). When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to resourceLimits(ResourceLimits).

Parameters:

resourceLimits - a consumer that will call methods on ResourceLimits.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

resourceLimits(ResourceLimits)

parameterRanges

HyperParameterTuningJobConfig.Builder parameterRanges(ParameterRanges parameterRanges)

The ParameterRanges object that specifies the ranges of hyperparameters that this tuning job searches.

Parameters:

parameterRanges - The ParameterRanges object that specifies the ranges of hyperparameters that this tuning job searches.

Returns:

Returns a reference to this object so that method calls can be chained together.

parameterRanges

default HyperParameterTuningJobConfig.Builder parameterRanges(Consumer<ParameterRanges.Builder> parameterRanges)

The ParameterRanges object that specifies the ranges of hyperparameters that this tuning job searches.

This is a convenience that creates an instance of the ParameterRanges.Builder avoiding the need to create one manually via ParameterRanges.builder(). When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to parameterRanges(ParameterRanges).

Parameters:

parameterRanges - a consumer that will call methods on ParameterRanges.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

parameterRanges(ParameterRanges)