Interface CfnModelBiasJobDefinition.IClusterConfigProperty
The configuration for the cluster resources used to run the processing job.
Namespace: Amazon.CDK.AWS.Sagemaker
Assembly: Amazon.CDK.Lib.dll
Syntax (csharp)
public interface IClusterConfigPropertySyntax (vb)
Public Interface IClusterConfigPropertyRemarks
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 clusterConfigProperty = new ClusterConfigProperty {
InstanceCount = 123,
InstanceType = "instanceType",
VolumeSizeInGb = 123,
// the properties below are optional
VolumeKmsKeyId = "volumeKmsKeyId"
};Synopsis
Properties
| Instance |
The number of ML compute instances to use in the model monitoring job. |
| Instance |
The ML compute instance type for the processing job. |
| Volume |
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. |
| Volume |
The size of the ML storage volume, in gigabytes, that you want to provision. |
Properties
InstanceCount
The number of ML compute instances to use in the model monitoring job.
double InstanceCount { get; }Property Value
System.
Remarks
For distributed processing jobs, specify a value greater than 1. The default value is 1.
InstanceType
The ML compute instance type for the processing job.
string InstanceType { get; }Property Value
System.
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.
virtual string VolumeKmsKeyId { get; }Property Value
System.
Remarks
VolumeSizeInGb
The size of the ML storage volume, in gigabytes, that you want to provision.
double VolumeSizeInGb { get; }Property Value
System.
Remarks
You must specify sufficient ML storage for your scenario.