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AWS::SageMaker::OptimizationJob OptimizationVpcConfig - Amazon CloudFormation
SyntaxProperties
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AWS::SageMaker::OptimizationJob OptimizationVpcConfig

A VPC in Amazon VPC that's accessible to an optimized that you create with an optimization job. You can control access to and from your resources by configuring a VPC. For more information, see Give SageMaker Access to Resources in your Amazon VPC.

Syntax

To declare this entity in your Amazon CloudFormation template, use the following syntax:

JSON

{
  "SecurityGroupIds" : [ String, ... ],
  "Subnets" : [ String, ... ]
}

YAML

  SecurityGroupIds: 
    - String
  Subnets: 
    - String

Properties

SecurityGroupIds

The VPC security group IDs, in the form sg-xxxxxxxx. Specify the security groups for the VPC that is specified in the Subnets field.

Required: Yes

Type: Array of String

Minimum: 1

Maximum: 32 | 5

Update requires: Replacement

Subnets

The ID of the subnets in the VPC to which you want to connect your optimized model.

Required: Yes

Type: Array of String

Minimum: 1

Maximum: 32 | 16

Update requires: Replacement