cloudformation template below creates a sagemaker model and an endpoint configuration. my goal is to test serverless inference in sagemaker , but when i added the ServerlessConfig attribute to the endpoint config resource based on aws documentation , i get an error that it is not a valid property. any ideas?
SageMakerModel:
Type: AWS::SageMaker::Model
Properties:
Containers:
-
Image: !Ref ImageURI
ModelDataUrl: !Ref ModelData
Environment: {"SAGEMAKER_PROGRAM": "inference.py", "SAGEMAKER_SUBMIT_DIRECTORY": !Ref ModelData}
ExecutionRoleArn: !Ref RoleArn
SageMakerEndpointConfig:
Type: "AWS::SageMaker::EndpointConfig"
Properties:
ServerlessConfig:
-
MaxConcurrency: 5