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AWS::SageMaker::InferenceComponent

SageMaker InferenceComponent

Resource Type definition for AWS::SageMaker::InferenceComponent

Properties

8 configurable properties. 2 required. Click a row to see details.

Filter:
PropertyTypeFlags
EndpointName
string
Required
Specification
InferenceComponentSpecification
Required
DeploymentConfig
InferenceComponentDeploymentConfig
Write-only
EndpointArn
string
InferenceComponentName
string
RuntimeConfig
InferenceComponentRuntimeConfig
Tags
array
VariantName
string

Return Values

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

AttributeTypeDescription
CreationTimestring-
FailureReasonstring-
InferenceComponentArnstring-
InferenceComponentStatusstring-
LastModifiedTimestring-

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::InferenceComponent

Resources:
  MyResource:
    Type: AWS::SageMaker::InferenceComponent
    Properties:
      EndpointName: "my-endpointname"
      Specification: "value"
      Tags:
        - Key: Environment
          Value: Production

Required IAM Permissions

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

create

sagemaker:AddTagssagemaker:ListTagssagemaker:CreateInferenceComponentsagemaker:DescribeInferenceComponent

update

sagemaker:UpdateInferenceComponentsagemaker:UpdateInferenceComponentRuntimeConfigsagemaker:DescribeInferenceComponentsagemaker:AddTagssagemaker:ListTagssagemaker:DeleteTags

delete

sagemaker:DescribeInferenceComponentsagemaker:DeleteInferenceComponentsagemaker:DeleteTags

read

sagemaker:DescribeInferenceComponentsagemaker:ListTags

list

sagemaker:ListInferenceComponentssagemaker:DescribeInferenceComponentsagemaker:ListTags

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Quick Facts

ServiceSageMaker
Properties13
Required2
TaggingSupported
Primary IDInferenceComponentArn

Supported Operations

CreateUpdateDeleteReadList

Related Resources

External Links