Amazon SageMaker
Developer Guide

HyperParameterTuningJobConfig

Configures a hyperparameter tuning job.

Contents

HyperParameterTuningJobObjective

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

Type: HyperParameterTuningJobObjective object

Required: Yes

ParameterRanges

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

Type: ParameterRanges object

Required: Yes

ResourceLimits

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

Type: ResourceLimits object

Required: Yes

Strategy

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

Type: String

Valid Values: Bayesian

Required: Yes

See Also

For more information about using this API in one of the language-specific AWS SDKs, see the following:

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