AWS::SageMaker::InferenceExperiment ShadowModeConfig - AWS CloudFormation (original) (raw)

The configuration of ShadowMode inference experiment type, which specifies a production variant to take all the inference requests, and a shadow variant to which Amazon SageMaker replicates a percentage of the inference requests. For the shadow variant it also specifies the percentage of requests that Amazon SageMaker replicates.

Syntax

To declare this entity in your CloudFormation template, use the following syntax:

Properties

ShadowModelVariants

List of shadow variant configurations.

Required: Yes

Type: Array of ShadowModelVariantConfig

Minimum: 1

Maximum: 1

Update requires: No interruption

SourceModelVariantName

The name of the production variant, which takes all the inference requests.

Required: Yes

Type: String

Pattern: ^[a-zA-Z0-9]([\-a-zA-Z0-9]*[a-zA-Z0-9])?

Maximum: 63

Update requires: No interruption

RealTimeInferenceConfig

ShadowModelVariantConfig

Did this page help you? - Yes

Thanks for letting us know we're doing a good job!

If you've got a moment, please tell us what we did right so we can do more of it.

Did this page help you? - No

Thanks for letting us know this page needs work. We're sorry we let you down.

If you've got a moment, please tell us how we can make the documentation better.