sagemaker:CreateHyperParameterTuningJob

Write

sagemaker:CreateHyperParameterTuningJob is a Write access-level action in the sagemaker service. Grants permission to create a hyper parameter tuning job that can be deployed using Amazon SageMaker

Resource types

ARNs that sagemaker:CreateHyperParameterTuningJob can be scoped to in an IAM policy.

arn:${Partition}:sagemaker:${Region}:${Account}:hyper-parameter-tuning-job/${HyperParameterTuningJobName} required
hyper-parameter-tuning-job

Condition keys

Keys you can use in the Condition block of a policy that grants sagemaker:CreateHyperParameterTuningJob.

aws:RequestTag/${TagKey} String

Filters access by a key that is present in the request the user makes to the SageMaker service

aws:TagKeys ArrayOfString

Filters access by the list of all the tag key names associated with the resource in the request

sagemaker:FileSystemAccessMode String

Filters access by a file system access mode associated with the resource in the request

sagemaker:FileSystemDirectoryPath String

Filters access by a file system directory path associated with the resource in the request

sagemaker:FileSystemId String

Filters access by a file system ID associated with the resource in the request

sagemaker:FileSystemType String

Filters access by a file system type associated with the resource in the request

sagemaker:InstanceTypes ArrayOfString

Filters access by the list of all instance types associated with the resource in the request

sagemaker:InterContainerTrafficEncryption Bool

Filters access by the inter container traffic encryption associated with the resource in the request

sagemaker:MaxRuntimeInSeconds Numeric

Filters access by the max runtime in seconds associated with the resource in the request

sagemaker:NetworkIsolation Bool

Filters access by the network isolation associated with the resource in the request

sagemaker:OutputKmsKeyArn ARN

Filters access by the output kms key associated with the resource in the request. The ARN of the key-id must be used

sagemaker:VolumeKmsKeyArn ARN

Filters access by the volume kms key associated with the resource in the request. The ARN of the key-id must be used

sagemaker:VpcSecurityGroupIds ArrayOfString

Filters access by the list of all VPC security group ids associated with the resource in the request

sagemaker:VpcSubnets ArrayOfString

Filters access by the list of all VPC subnets associated with the resource in the request

aws:ResourceTag/${TagKey} String

Filters access by a tag key and value pair

sagemaker:ResourceTag/${TagKey} String

Filters access by a tag key and value pair

Example IAM policy

A minimal policy that allows sagemaker:CreateHyperParameterTuningJob. Replace "Resource": "*" with a specific ARN to follow least privilege.

{
  "Version": "2012-10-17",
  "Statement": [
    {
      "Sid": "AllowSagemakerCreateHyperParameterTuningJob",
      "Effect": "Allow",
      "Action": "sagemaker:CreateHyperParameterTuningJob",
      "Resource": "*"
    }
  ]
}

Related actions in sagemaker

sagemaker:AccessModelPackage Read sagemaker:AddAssociation Write sagemaker:AddTags Tagging sagemaker:AssociateTrialComponent Write sagemaker:AttachClusterNodeNetworkInterface Write sagemaker:AttachClusterNodeVolume Write sagemaker:BatchAddClusterNodes Write sagemaker:BatchDeleteClusterNodes Write sagemaker:BatchDescribeModelPackage Read sagemaker:BatchGetMetrics Read sagemaker:BatchGetRecord Read sagemaker:BatchPutMetrics Write

View all sagemaker actions →