Amazon SageMaker (sagemaker)

Additions

Actions

• CreateTrainingSession
  
  • Description:  Grants permission to create a SageMaker training session
  • Access:  Write
  • Resources: 

    Name: training-session

    Required: Yes

  • Conditions: 

    aws:RequestTag/${TagKey}

    aws:TagKeys

    sagemaker:OutputKmsKeyArn

    sagemaker:VpcSecurityGroupIds

    sagemaker:VpcSubnets

• DeleteTrainingSession
  
  • Description:  Grants permission to delete a SageMaker training session
  • Access:  Write
  • Resources: 

    Name: training-session

    Required: Yes

• DescribeTrainingSession
  
  • Description:  Grants permission to return information about a SageMaker training session
  • Access:  Read
  • Resources: 

    Name: training-session

    Required: Yes

• ExecuteSamplingOperation
  
  • Description:  Grants permission to execute a sampling operation against a training session
  • Access:  Write
  • Resources: 

    Name: training-session

    Required: Yes

• ExecuteTrainingOperation
  
  • Description:  Grants permission to execute a training operation against a training session
  • Access:  Write
  • Resources: 

    Name: training-session

    Required: Yes

• GetSamplingOperationResult
  
  • Description:  Grants permission to get the result of a sampling operation for a training session
  • Access:  Read
  • Resources: 

    Name: training-session

    Required: Yes

• GetTrainingOperationResult
  
  • Description:  Grants permission to get the result of a training operation for a training session
  • Access:  Read
  • Resources: 

    Name: training-session

    Required: Yes

• ListTrainingSessions
  
  • Description:  Grants permission to list SageMaker training sessions
  • Access:  List
• SampleTrainingSession
  
  • Description:  Grants permission to invoke a synchronous sample request against a training session
  • Access:  Write
  • Resources: 

    Name: training-session

    Required: Yes

• SampleTrainingSessionWithResponseStream
  
  • Description:  Grants permission to invoke a streaming sample request against a training session
  • Access:  Write
  • Resources: 

    Name: training-session

    Required: Yes

• StopTrainingSession
  
  • Description:  Grants permission to stop a SageMaker training session
  • Access:  Write
  • Resources: 

    Name: training-session

    Required: Yes

Resources

• training-session
  
  • Arn:  arn:${Partition}:sagemaker:${Region}:${Account}:training-session/${SessionName}
  • Conditions: 

    aws:ResourceTag/${TagKey}

    sagemaker:ResourceTag/${TagKey}