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 Amazon CloudFormation template, use the following syntax:
JSON
{ "BaseInferenceComponentName" :String, "ComputeResourceRequirements" :InferenceComponentComputeResourceRequirements, "Container" :InferenceComponentContainerSpecification, "ModelName" :String, "StartupParameters" :InferenceComponentStartupParameters}
YAML
BaseInferenceComponentName:StringComputeResourceRequirements:InferenceComponentComputeResourceRequirementsContainer:InferenceComponentContainerSpecificationModelName:StringStartupParameters:InferenceComponentStartupParameters
Properties
BaseInferenceComponentName-
The name of an existing inference component that is to contain the inference component that you're creating with your request.
Specify this parameter only if your request is meant to create an adapter inference component. An adapter inference component contains the path to an adapter model. The purpose of the adapter model is to tailor the inference output of a base foundation model, which is hosted by the base inference component. The adapter inference component uses the compute resources that you assigned to the base inference component.
When you create an adapter inference component, use the
Containerparameter to specify the location of the adapter artifacts. In the parameter value, use theArtifactUrlparameter of theInferenceComponentContainerSpecificationdata type.Before you can create an adapter inference component, you must have an existing inference component that contains the foundation model that you want to adapt.
Required: No
Type: String
Pattern:
^[a-zA-Z0-9](-*[a-zA-Z0-9])*$Maximum:
63Update requires: No interruption
ComputeResourceRequirements-
The compute resources allocated to run the model, plus any adapter models, that you assign to the inference component.
Omit this parameter if your request is meant to create an adapter inference component. An adapter inference component is loaded by a base inference component, and it uses the compute resources of the base inference component.
Required: No
Type: InferenceComponentComputeResourceRequirements
Update requires: No interruption
Container-
Defines a container that provides the runtime environment for a model that you deploy with an inference component.
Required: No
Type: InferenceComponentContainerSpecification
Update requires: No interruption
ModelName-
The name of an existing SageMaker model object in your account that you want to deploy with the inference component.
Required: No
Type: String
Pattern:
^[a-zA-Z0-9](-*[a-zA-Z0-9])*$Maximum:
63Update requires: No interruption
StartupParameters-
Settings that take effect while the model container starts up.
Required: No
Type: InferenceComponentStartupParameters
Update requires: No interruption