AWS SDK Version 3 for .NET
API Reference

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Starts a hyperparameter tuning job. A hyperparameter tuning job finds the best version of a model by running many training jobs on your dataset using the algorithm you choose and values for hyperparameters within ranges that you specify. It then chooses the hyperparameter values that result in a model that performs the best, as measured by an objective metric that you choose.

Note:

For .NET Core this operation is only available in asynchronous form. Please refer to CreateHyperParameterTuningJobAsync.

Namespace: Amazon.SageMaker
Assembly: AWSSDK.SageMaker.dll
Version: 3.x.y.z

Syntax

C#
public virtual CreateHyperParameterTuningJobResponse CreateHyperParameterTuningJob(
         CreateHyperParameterTuningJobRequest request
)
Parameters
request
Type: Amazon.SageMaker.Model.CreateHyperParameterTuningJobRequest

Container for the necessary parameters to execute the CreateHyperParameterTuningJob service method.

Return Value
The response from the CreateHyperParameterTuningJob service method, as returned by SageMaker.

Exceptions

ExceptionCondition
ResourceInUseException Resource being accessed is in use.
ResourceLimitExceededException You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created.

Version Information

.NET Framework:
Supported in: 4.5, 4.0, 3.5

See Also