Interface CfnModelPackage.ITransformResourcesProperty

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

Namespace: Amazon.CDK.AWS.Sagemaker

Assembly: Amazon.CDK.Lib.dll

Syntax (csharp)

public interface ITransformResourcesProperty

Syntax (vb)

Public Interface ITransformResourcesProperty

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-transformresources.html

ExampleMetadata: fixture=_generated

Examples

// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
using Amazon.CDK.AWS.Sagemaker;

var transformResourcesProperty = new TransformResourcesProperty {
    InstanceCount = 123,
    InstanceType = "instanceType",

    // the properties below are optional
    VolumeKmsKeyId = "volumeKmsKeyId"
};

Synopsis

Properties

InstanceCount	The number of ML compute instances to use in the transform job.
InstanceType	The ML compute instance type for the transform job.
VolumeKmsKeyId	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.

Properties

InstanceCount

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

double InstanceCount { get; }

Property Value

System.Double

Remarks

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

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-transformresources.html#cfn-sagemaker-modelpackage-transformresources-instancecount

InstanceType

The ML compute instance type for the transform job.

string InstanceType { get; }

Property Value

System.String

Remarks

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

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-transformresources.html#cfn-sagemaker-modelpackage-transformresources-instancetype

VolumeKmsKeyId

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.

virtual string VolumeKmsKeyId { get; }

Property Value

System.String

Remarks

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:

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-transformresources.html#cfn-sagemaker-modelpackage-transformresources-volumekmskeyid