AWS::SageMaker::InferenceExperiment

SageMaker InferenceExperiment

Resource Type definition for AWS::SageMaker::InferenceExperiment

Properties

13 configurable properties. 5 required. Click a row to see details.

Filter:

Property	Type	Flags
`EndpointName`	`string`	RequiredCreate-only
`ModelVariants`	`Array<ModelVariantConfig>`	Required
`Name`	`string`	RequiredCreate-only
`RoleArn`	`string`	RequiredCreate-only
`Type`	`string`	RequiredCreate-only
`DataStorageConfig`	`DataStorageConfig`
`Description`	`string`
`DesiredState`	`string`	Write-only
`KmsKey`	`string`	Create-only
`Schedule`	`InferenceExperimentSchedule`	Write-only
`ShadowModeConfig`	`ShadowModeConfig`
`StatusReason`	`string`	Write-only
`Tags`	`Array<Tag>`

Return Values

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

Attribute	Type	Description
`Arn`	`string`	The Amazon Resource Name (ARN) of the inference experiment.
`CreationTime`	`string`	The timestamp at which you created the inference experiment.
`EndpointMetadata`	`EndpointMetadata`	-
`LastModifiedTime`	`string`	The timestamp at which you last modified the inference experiment.
`Status`	`string`	The status of the inference experiment.

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::InferenceExperiment

Resources:
  MyResource:
    Type: AWS::SageMaker::InferenceExperiment
    Properties:
      Name: "my-name"
      Type: "ShadowMode"
      RoleArn: "arn:aws:service:region:account:resource"
      EndpointName: "my-endpointname"
      ModelVariants: []
      Tags:
        - Key: Environment
          Value: Production
      Description: !Ref "AWS::StackName"

Required IAM Permissions

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

create

sagemaker:CreateInferenceExperimentsagemaker:DescribeInferenceExperimentsagemaker:AddTagssagemaker:ListTagsiam:PassRole

delete

sagemaker:DeleteInferenceExperimentsagemaker:DescribeInferenceExperimentsagemaker:StopInferenceExperimentsagemaker:ListTags

list

sagemaker:ListInferenceExperiments

read

sagemaker:DescribeInferenceExperimentsagemaker:ListTags

update

sagemaker:UpdateInferenceExperimentsagemaker:StartInferenceExperimentsagemaker:StopInferenceExperimentsagemaker:DescribeInferenceExperimentsagemaker:AddTagssagemaker:DeleteTagssagemaker:ListTags

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Quick Facts

ServiceSageMaker

Properties18

Required5

TaggingSupported

Primary IDName

Supported Operations

CreateDeleteListReadUpdate

Immutable After Creation

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

NameTypeRoleArnEndpointNameKmsKey

Related Resources

External Links

AWS Documentation