Class CfnModelExplainabilityJobDefinitionPropsMixin.ClusterConfigProperty

The configuration for the cluster resources used to run the processing job.

Inheritance

object

CfnModelExplainabilityJobDefinitionPropsMixin.ClusterConfigProperty

Implements

CfnModelExplainabilityJobDefinitionPropsMixin.IClusterConfigProperty

Inherited Members

object.GetType()

object.MemberwiseClone()

object.ToString()

object.Equals(object)

object.Equals(object, object)

object.ReferenceEquals(object, object)

object.GetHashCode()

Namespace: Amazon.CDK.Mixins.Preview.AWS.SageMaker.Mixins

Assembly: Amazon.CDK.Mixins.Preview.dll

Syntax (csharp)

public class CfnModelExplainabilityJobDefinitionPropsMixin.ClusterConfigProperty : CfnModelExplainabilityJobDefinitionPropsMixin.IClusterConfigProperty

Syntax (vb)

Public Class CfnModelExplainabilityJobDefinitionPropsMixin.ClusterConfigProperty Implements CfnModelExplainabilityJobDefinitionPropsMixin.IClusterConfigProperty

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-clusterconfig.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.Mixins.Preview.AWS.SageMaker.Mixins;

             var clusterConfigProperty = new ClusterConfigProperty {
                 InstanceCount = 123,
                 InstanceType = "instanceType",
                 VolumeKmsKeyId = "volumeKmsKeyId",
                 VolumeSizeInGb = 123
             };

Synopsis

Constructors

ClusterConfigProperty()

The configuration for the cluster resources used to run the processing job.

Properties

InstanceCount	The number of ML compute instances to use in the model monitoring job.
InstanceType	The ML compute instance type for the processing job.
VolumeKmsKeyId	The AWS Key Management Service ( AWS KMS) key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance(s) that run the model monitoring job.
VolumeSizeInGb	The size of the ML storage volume, in gigabytes, that you want to provision.

Constructors

ClusterConfigProperty()

The configuration for the cluster resources used to run the processing job.

public ClusterConfigProperty()

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelexplainabilityjobdefinition-clusterconfig.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.Mixins.Preview.AWS.SageMaker.Mixins;

             var clusterConfigProperty = new ClusterConfigProperty {
                 InstanceCount = 123,
                 InstanceType = "instanceType",
                 VolumeKmsKeyId = "volumeKmsKeyId",
                 VolumeSizeInGb = 123
             };

Properties

InstanceCount

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

public double? InstanceCount { get; set; }

Property Value

double?

Remarks

For distributed processing jobs, specify a value greater than 1. The default value is 1.

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

InstanceType

The ML compute instance type for the processing job.

public string? InstanceType { get; set; }

Property Value

string

Remarks

VolumeKmsKeyId

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

public string? VolumeKmsKeyId { get; set; }

Property Value

string

Remarks

VolumeSizeInGb

The size of the ML storage volume, in gigabytes, that you want to provision.

public double? VolumeSizeInGb { get; set; }

Property Value

double?

Remarks

You must specify sufficient ML storage for your scenario.

Implements

CfnModelExplainabilityJobDefinitionPropsMixin.IClusterConfigProperty