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:

This is an asynchronous operation using the standard naming convention for .NET 4.5 or higher. For .NET 3.5 the operation is implemented as a pair of methods using the standard naming convention of BeginCreateHyperParameterTuningJob and EndCreateHyperParameterTuningJob.

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

Syntax

C#
public virtual Task<CreateHyperParameterTuningJobResponse> CreateHyperParameterTuningJobAsync(
         CreateHyperParameterTuningJobRequest request,
         CancellationToken cancellationToken
)
Parameters
request
Type: Amazon.SageMaker.Model.CreateHyperParameterTuningJobRequest

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

cancellationToken
Type: System.Threading.CancellationToken

A cancellation token that can be used by other objects or threads to receive notice of cancellation.

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 Core App:
Supported in: 3.1

.NET Standard:
Supported in: 2.0

.NET Framework:
Supported in: 4.5

See Also