sagemaker:DescribeHyperParameterTuningJob

Read

sagemaker:DescribeHyperParameterTuningJob is a Read access-level action in the sagemaker service. Grants permission to describe a hyper parameter tuning job that was created via the CreateHyperParameterTuningJob API

Resource types

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

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

hyper-parameter-tuning-job

Condition keys

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

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:DescribeHyperParameterTuningJob. Replace "Resource": "*" with a specific ARN to follow least privilege.

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

Related actions in sagemaker

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

View all sagemaker actions →