interface InstancePoolProperty

Language	Type name
.NET	`Amazon.CDK.CfnPropertyMixins.AWS.SageMaker.CfnEndpointConfigPropsMixin.InstancePoolProperty`
Go	`github.com/aws/aws-cdk-go/awscdkcfnpropertymixins/v2/awssagemaker#CfnEndpointConfigPropsMixin_InstancePoolProperty`
Java	`software.amazon.awscdk.cfnpropertymixins.services.sagemaker.CfnEndpointConfigPropsMixin.InstancePoolProperty`
Python	`aws_cdk.cfn_property_mixins.aws_sagemaker.CfnEndpointConfigPropsMixin.InstancePoolProperty`
TypeScript	`@aws-cdk/cfn-property-mixins` » `aws_sagemaker` » `CfnEndpointConfigPropsMixin` » `InstancePoolProperty`

Specifies an instance type and its priority for a heterogeneous endpoint.

Use instance pools to configure a production variant with multiple instance types, enabling the endpoint to provision instances across different types based on priority.

Example

// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import { aws_sagemaker as sagemaker } from '@aws-cdk/cfn-property-mixins';
const instancePoolProperty: sagemaker.CfnEndpointConfigPropsMixin.InstancePoolProperty = {
  instanceType: 'instanceType',
  modelNameOverride: 'modelNameOverride',
  priority: 123,
};

Properties

Name	Type	Description
instanceType?	`string`	The ML compute instance type for the instance pool.
modelNameOverride?	`string`	The name of a SageMaker model to use for this instance pool instead of the model specified for the production variant.
priority?	`number`	The priority for the instance pool.

instanceType?

Type: string (optional)

The ML compute instance type for the instance pool.

modelNameOverride?

Type: string (optional)

The name of a SageMaker model to use for this instance pool instead of the model specified for the production variant.

Use this to deploy a different model optimized for the instance type in this pool.

priority?

Type: number (optional)

The priority for the instance pool.

SageMaker attempts to provision instances in order of priority, starting with the lowest value. If instances for a higher-priority pool are unavailable, SageMaker attempts to provision from the next pool. Valid values: 1 to 5, where 1 is the highest priority.

AWS CDK