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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
Use this API only if you want to use Amazon SageMaker hosting services to deploy
models into production.
API, to deploy and the resources that you want Amazon SageMaker to provision. Then
you call the CreateEndpoint
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
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.
public class CreateEndpointConfigRequest : AmazonSageMakerRequest IAmazonWebServiceRequest
The CreateEndpointConfigRequest type exposes the following members
Gets and sets the property EndpointConfigName.
The name of the endpoint configuration. You specify this name in a CreateEndpoint request.
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.
Gets and sets the property ProductionVariants.
An array of
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.
Supported in: 1.3
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