AWS SDK Version 3 for .NET
API Reference

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Creates an endpoint configuration that Amazon SageMaker hosting services uses to deploy models. In the configuration, you identify one or more models, created using the CreateModel API, to deploy and the resources that you want Amazon SageMaker to provision. Then you call the CreateEndpoint API.

Use this API only if you want to use Amazon SageMaker hosting services to deploy models into production.

In the request, you define one or more ProductionVariants, each of which identifies a model. Each ProductionVariant parameter also describes the resources that you want Amazon SageMaker to provision. This includes the number and type of ML compute instances to deploy.

If you are hosting multiple models, you also assign a VariantWeight to specify how much traffic you want to allocate to each model. For example, suppose that you want to host two models, A and B, and you assign traffic weight 2 for model A and 1 for model B. Amazon SageMaker distributes two-thirds of the traffic to Model A, and one-third to model B.

Note:

For .NET Core and PCL this operation is only available in asynchronous form. Please refer to CreateEndpointConfigAsync.

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

Syntax

C#
public virtual CreateEndpointConfigResponse CreateEndpointConfig(
         CreateEndpointConfigRequest request
)
Parameters
request
Type: Amazon.SageMaker.Model.CreateEndpointConfigRequest

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

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

Exceptions

ExceptionCondition
ResourceLimitExceededException You have exceeded an Amazon 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

Portable Class Library:
Supported in: Windows Store Apps
Supported in: Windows Phone 8.1
Supported in: Xamarin Android
Supported in: Xamarin iOS (Unified)
Supported in: Xamarin.Forms

See Also