UpdateInferenceComponentInput
¶
Source code in docs_src/capo_sagemaker/types/update_inference_component_input.py
deployment_config
instance-attribute
¶
deployment_config: NotRequired[InferenceComponentDeploymentConfig]
The deployment configuration for the inference component. The configuration contains the desired deployment strategy and rollback settings.
inference_component_name
instance-attribute
¶
inference_component_name: NotRequired[InferenceComponentName]
The name of the inference component.
runtime_config
instance-attribute
¶
runtime_config: NotRequired[InferenceComponentRuntimeConfig]
Runtime settings for a model that is deployed with an inference component.
specification
instance-attribute
¶
specification: NotRequired[InferenceComponentSpecification]
Details about the resources to deploy with this inference component, including the model, container, and compute resources.
specifications
instance-attribute
¶
specifications: NotRequired[InferenceComponentSpecificationList]
A list of specification objects for the inference component, one per instance type. Use this parameter when you want to specify different model or resource configurations for the inference component on each instance type. You can use either this parameter or the singular Specification parameter, but not both.