AWS::SageMaker::AIWorkloadConfig

SageMaker AIWorkloadConfig

Resource Type definition for AWS::SageMaker::AIWorkloadConfig. 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.

Properties

4 configurable properties. 1 required. Click a row to see details.

Filter:
PropertyTypeFlags
AIWorkloadConfigName
string
RequiredCreate-only
AIWorkloadConfigs
AIWorkloadConfigs
Create-only
DatasetConfig
AIDatasetConfig
Create-only
Tags
Array<Tag>

Return Values

Values returned after the resource is created. Access these with Fn::GetAtt.

AttributeTypeDescription
AIWorkloadConfigArnstringThe Amazon Resource Name (ARN) of the AI workload configuration. The name segment is restricted to lowercase for the same reason as AIWorkloadConfigName: the engine derives that property from this ARN, so a permissive ARN would yield a derived name the schema itself rejects.
CreationTimestringA timestamp that indicates when the AI workload configuration was created.

Sample CloudFormation Template

A minimal template with required properties and common optional ones.

template.yaml
AWSTemplateFormatVersion: "2010-09-09"
Description: Sample template for AWS::SageMaker::AIWorkloadConfig

Resources:
  MyResource:
    Type: AWS::SageMaker::AIWorkloadConfig
    Properties:
      AIWorkloadConfigName: "my-aiworkloadconfigname"
      Tags:
        - Key: Environment
          Value: Production

Required IAM Permissions

Permissions CloudFormation needs in your IAM role to manage this resource.

create

sagemaker:CreateAIWorkloadConfigsagemaker:DescribeAIWorkloadConfigsagemaker:ListTagssagemaker:AddTags

read

sagemaker:DescribeAIWorkloadConfigsagemaker:ListTags

update

sagemaker:DescribeAIWorkloadConfigsagemaker:ListTagssagemaker:AddTagssagemaker:DeleteTags

delete

sagemaker:DeleteAIWorkloadConfigsagemaker:DescribeAIWorkloadConfig

list

sagemaker:ListAIWorkloadConfigs

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Quick Facts

ServiceSageMaker
Properties6
Required1
TaggingSupported
Primary IDAIWorkloadConfigArn

Supported Operations

CreateReadUpdateDeleteList

Immutable After Creation

These properties cannot be changed after the resource is created. Updating them triggers a replacement.

AIWorkloadConfigNameDatasetConfigAIWorkloadConfigs

Related Resources

External Links