AWS SDK Version 3 for .NET
API Reference

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Container for the parameters to the CreateEndpointConfig operation. 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.

Inheritance Hierarchy

System.Object
  Amazon.Runtime.AmazonWebServiceRequest
    Amazon.SageMaker.AmazonSageMakerRequest
      Amazon.SageMaker.Model.CreateEndpointConfigRequest

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

Syntax

C#
public class CreateEndpointConfigRequest : AmazonSageMakerRequest
         IAmazonWebServiceRequest

The CreateEndpointConfigRequest type exposes the following members

Constructors

Properties

NameTypeDescription
Public Property EndpointConfigName System.String

Gets and sets the property EndpointConfigName.

The name of the endpoint configuration. You specify this name in a CreateEndpoint request.

Public Property KmsKeyId System.String

Gets and sets the property KmsKeyId.

The Amazon Resource Name (ARN) of a AWS Key Management Service key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance that hosts the endpoint.

Public Property ProductionVariants System.Collections.Generic.List<Amazon.SageMaker.Model.ProductionVariant>

Gets and sets the property ProductionVariants.

An array of ProductionVariant objects, one for each model that you want to host at this endpoint.

Public Property Tags System.Collections.Generic.List<Amazon.SageMaker.Model.Tag>

Gets and sets the property Tags.

An array of key-value pairs. For more information, see Using Cost Allocation Tags in the AWS Billing and Cost Management User Guide.

Version Information

.NET Standard:
Supported in: 1.3

.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