AWS::SageMaker::InferenceExperiment ShadowModeConfig

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 AWS CloudFormation template, use the following syntax:

JSON

{
  "ShadowModelVariants" : [ ShadowModelVariantConfig, ... ],
  "SourceModelVariantName" : String
}

YAML

  ShadowModelVariants: 
    - ShadowModelVariantConfig
  SourceModelVariantName: String

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