1.204.0

interface TransformResourcesProperty

LanguageType name
.NETAmazon.CDK.AWS.Sagemaker.CfnModelPackage.TransformResourcesProperty
Javasoftware.amazon.awscdk.services.sagemaker.CfnModelPackage.TransformResourcesProperty
Pythonaws_cdk.aws_sagemaker.CfnModelPackage.TransformResourcesProperty
TypeScript @aws-cdk/aws-sagemaker » CfnModelPackage » TransformResourcesProperty

Describes the resources, including ML instance types and ML instance count, to use for transform job.

Example

// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import * as sagemaker from '@aws-cdk/aws-sagemaker';
const transformResourcesProperty: sagemaker.CfnModelPackage.TransformResourcesProperty = {
  instanceCount: 123,
  instanceType: 'instanceType',

  // the properties below are optional
  volumeKmsKeyId: 'volumeKmsKeyId',
};

Properties

NameTypeDescription
instanceCountnumberThe number of ML compute instances to use in the transform job.
instanceTypestringThe ML compute instance type for the transform job.
volumeKmsKeyId?stringThe AWS Key Management Service ( AWS KMS) key that Amazon SageMaker uses to encrypt model data on the storage volume attached to the ML compute instance(s) that run the batch transform job.

instanceCount

Type: number

The number of ML compute instances to use in the transform job.

The default value is 1 , and the maximum is 100 . For distributed transform jobs, specify a value greater than 1 .

instanceType

Type: string

The ML compute instance type for the transform job.

If you are using built-in algorithms to transform moderately sized datasets, we recommend using ml.m4.xlarge or ml.m5.large instance types.

volumeKmsKeyId?

Type: string (optional)

The AWS Key Management Service ( AWS KMS) key that Amazon SageMaker uses to encrypt model data on the storage volume attached to the ML compute instance(s) that run the batch transform job.

Certain Nitro-based instances include local storage, dependent on the instance type. Local storage volumes are encrypted using a hardware module on the instance. You can't request a VolumeKmsKeyId when using an instance type with local storage.

For a list of instance types that support local instance storage, see Instance Store Volumes .

For more information about local instance storage encryption, see SSD Instance Store Volumes .

The VolumeKmsKeyId can be any of the following formats:

  • Key ID: 1234abcd-12ab-34cd-56ef-1234567890ab
  • Key ARN: arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab
  • Alias name: alias/ExampleAlias
  • Alias name ARN: arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias
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