AWS::SageMaker::InferenceComponent InferenceComponentSpecification

Details about the resources to deploy with this inference component, including the model, container, and compute resources.

Syntax

To declare this entity in your AWS CloudFormation template, use the following syntax:

JSON

{
  "ComputeResourceRequirements" : InferenceComponentComputeResourceRequirements,
  "Container" : InferenceComponentContainerSpecification,
  "ModelName" : String,
  "StartupParameters" : InferenceComponentStartupParameters
}

YAML

  ComputeResourceRequirements: 
    InferenceComponentComputeResourceRequirements
  Container: 
    InferenceComponentContainerSpecification
  ModelName: String
  StartupParameters: 
    InferenceComponentStartupParameters

Properties

ComputeResourceRequirements

The compute resources allocated to run the model assigned to the inference component.

Required: Yes

Type: InferenceComponentComputeResourceRequirements

Update requires: No interruption

Container

Defines a container that provides the runtime environment for a model that you deploy with an inference component.

Required: No

Type: InferenceComponentContainerSpecification

Update requires: No interruption

ModelName

The name of an existing SageMaker model object in your account that you want to deploy with the inference component.

Required: No

Type: String

Pattern: ^[a-zA-Z0-9](-*[a-zA-Z0-9])*$

Maximum: 63

Update requires: No interruption

StartupParameters

Settings that take effect while the model container starts up.

Required: No

Type: InferenceComponentStartupParameters

Update requires: No interruption