Amazon managed policies for SageMaker training plans - Amazon SageMaker AI
AmazonSageMakerTrainingPlanCreateAccessSageMaker training plans policy updates
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Amazon managed policies for SageMaker training plans

This Amazon managed policy grants permissions needed to create and manage Amazon SageMaker training plans and Reserved Capacity in SageMaker AI. The policy can be attached to IAM roles used for creating and managing training plans and reserved capacity within SageMaker AI including your SageMaker AI execution role.

Amazon managed policy: AmazonSageMakerTrainingPlanCreateAccess

This policy provides the necessary permissions to create, describe, search for, and list training plans in SageMaker AI. Additionally, it also allows adding tags to training plans and reserved capacity resources under specific conditions.

Permissions details

This policy includes the following permissions.

  • sagemaker – Create training plans and reserved capacity, permits adding tags to training plans and reserved capacity when the tagging action is specifically CreateTrainingPlan or CreateReservedCapacity, allows describing training plans, permits searching for training plan offerings and listing existing training plans on all resources.

{
  "Version": "2012-10-17",
  "Statement": [
    {
      "Sid": "CreateTrainingPlanPermissions",
      "Effect": "Allow",
      "Action": [
        "sagemaker:CreateTrainingPlan",
        "sagemaker:CreateReservedCapacity"
      ],
      "Resource": [
        "arn:aws:sagemaker:*:*:training-plan/*",
        "arn:aws:sagemaker:*:*:reserved-capacity/*"
      ]
    },
    {
      "Sid": "AggTagsToTrainingPlanPermissions",
      "Effect": "Allow",
      "Action": [
        "sagemaker:AddTags"
      ],
      "Resource": [
        "arn:aws:sagemaker:*:*:training-plan/*",
        "arn:aws:sagemaker:*:*:reserved-capacity/*"
      ],
      "Condition": {
        "StringEquals": {
          "sagemaker:TaggingAction": ["CreateTrainingPlan","CreateReservedCapacity"]
        }
      }
    },
    {
      "Sid": "DescribeTrainingPlanPermissions",
      "Effect": "Allow",
      "Action": "sagemaker:DescribeTrainingPlan",
      "Resource": [
        "arn:aws:sagemaker:*:*:training-plan/*"
      ]
    },
    {
      "Sid": "NonResourceLevelTrainingPlanPermissions",
      "Effect": "Allow",
      "Action": [
        "sagemaker:SearchTrainingPlanOfferings",
        "sagemaker:ListTrainingPlans"
      ],
      "Resource": "*"
    }
  ]
}

Amazon SageMaker AI updates to SageMaker training plans managed policies

View details about updates to Amazon managed policies for Amazon SageMaker AI since this service began tracking these changes.

Policy Version Change Date

AmazonSageMakerTrainingPlanCreateAccess - New policy

1

Initial policy

 December 4, 2024