MonitoringClusterConfig

import type { MonitoringClusterConfig } from "https://aws-api.deno.dev/v0.4/services/sagemaker.ts?docs=full";

Configuration for the cluster used to run model monitoring jobs.

interface MonitoringClusterConfig {

InstanceCount: number;

InstanceType: ProcessingInstanceType;

VolumeKmsKeyId?: string | null;

VolumeSizeInGB: number;

}

§Properties

InstanceCount: number

[src]

The number of ML compute instances to use in the model monitoring job. For distributed processing jobs, specify a value greater than 1. The default value is 1.

InstanceType: ProcessingInstanceType

[src]

The ML compute instance type for the processing job.

VolumeKmsKeyId?: string | null

[src]

The Amazon Web Services Key Management Service (Amazon Web Services 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: number

[src]

The size of the ML storage volume, in gigabytes, that you want to provision. You must specify sufficient ML storage for your scenario.