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AWS::SageMaker::AIWorkloadConfig
Creates a reusable AI workload configuration that defines datasets, data sources, and benchmark tool settings for consistent performance testing of generative AI inference deployments on Amazon SageMaker AI.
Syntax
To declare this entity in your CloudFormation template, use the following syntax:
JSON
{ "Type" : "AWS::SageMaker::AIWorkloadConfig", "Properties" : { "AIWorkloadConfigName" :String, "AIWorkloadConfigs" :AIWorkloadConfigs, "DatasetConfig" :AIDatasetConfig, "Tags" :[ Tag, ... ]} }
YAML
Type: AWS::SageMaker::AIWorkloadConfig Properties: AIWorkloadConfigName:StringAIWorkloadConfigs:AIWorkloadConfigsDatasetConfig:AIDatasetConfigTags:- Tag
Properties
AIWorkloadConfigName-
The name of the AI workload configuration.
Required: Yes
Type: String
Pattern:
^[a-z0-9](-*[a-z0-9]){0,62}$Minimum:
1Maximum:
63Update requires: Replacement
AIWorkloadConfigs-
The benchmark tool configuration for an AI workload.
Required: No
Type: AIWorkloadConfigs
Update requires: Replacement
DatasetConfigProperty description not available.
Required: No
Type: AIDatasetConfig
Update requires: Replacement
Property description not available.
Required: No
Type: Array of Tag
Maximum:
50Update requires: No interruption
Return values
Ref
Fn::GetAtt
AIWorkloadConfigArn-
The Amazon Resource Name (ARN) of the AI workload configuration.
CreationTime-
A timestamp that indicates when the configuration was created.