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
{ "ComputeResourceRequirements" :InferenceComponentComputeResourceRequirements, "Container" :InferenceComponentContainerSpecification, "ModelName" :String, "StartupParameters" :InferenceComponentStartupParameters}
YAML
ComputeResourceRequirements:InferenceComponentComputeResourceRequirementsContainer:InferenceComponentContainerSpecificationModelName:StringStartupParameters: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:
63Update requires: No interruption
StartupParameters-
Settings that take effect while the model container starts up.
Required: No
Type: InferenceComponentStartupParameters
Update requires: No interruption