SageMakerEndpoint¶
Structure Class¶
dataclass
¶
Specifies the configuration for a Amazon SageMaker endpoint.
Attributes¶
instance-attribute
¶
execution_role: str
The ARN of the IAM role that Amazon SageMaker can assume to access model artifacts and docker image for deployment on Amazon EC2 compute instances or for batch transform jobs.
instance-attribute
¶
initial_instance_count: int
The number of Amazon EC2 compute instances to deploy for initial endpoint creation.
instance-attribute
¶
instance_type: str
The Amazon EC2 compute instance type to deploy for hosting the model.
class-attribute
instance-attribute
¶
kms_encryption_key: str | None = None
The Amazon Web Services KMS key that Amazon SageMaker uses to encrypt data on the storage volume attached to the Amazon EC2 compute instance that hosts the endpoint.