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Amazon SageMaker Model Quality Job Definition

This template creates the necessary resources to define and execute a model quality job in Amazon SageMaker. It includes an endpoint, endpoint configuration, model, execution role, job definition, and other required configurations.

Endpoint
AWS::SageMaker::Endpoint


EndpointConfigWithDataCapture
AWS::SageMaker::EndpointConfig


DataCaptureConfig
CaptureContentTypeHeader

CsvContentTypes

JsonContentTypes

CaptureOptions *
ProductionVariants *
ServerlessConfig

Model
AWS::SageMaker::Model


PrimaryContainer
ImageConfig
RepositoryAuthConfig
MultiModelConfig

ExecutionRole
AWS::IAM::Role


Policies

JobDefinitionExecutionRole
AWS::IAM::Role


ManagedPolicyArns

JobDefinition
AWS::SageMaker::ModelQualityJobDefinition


JobResources *
ClusterConfig *
ModelQualityAppSpecification *

ContainerArguments

ContainerEntrypoint

ModelQualityJobInput *
BatchTransformInput
DatasetFormat *
Csv
EndpointInput
GroundTruthS3Input *
ModelQualityJobOutputConfig *
MonitoringOutputs *
S3Output *
StoppingCondition

CloudFormation Template

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