DebugRuleConfiguration

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

Configuration information for SageMaker Debugger rules for debugging. To learn more about how to configure the DebugRuleConfiguration parameter, see Use the SageMaker and Debugger Configuration API Operations to Create, Update, and Debug Your Training Job.

interface DebugRuleConfiguration {

InstanceType?: ProcessingInstanceType | null;

LocalPath?: string | null;

RuleConfigurationName: string;

RuleEvaluatorImage: string;

RuleParameters?: {

[key: string]: string | null | undefined;

} | null;

S3OutputPath?: string | null;

VolumeSizeInGB?: number | null;

}

§Properties

The instance type to deploy a custom rule for debugging a training job.

LocalPath?: string | null

Path to local storage location for output of rules. Defaults to /opt/ml/processing/output/rule/.

RuleConfigurationName: string

The name of the rule configuration. It must be unique relative to other rule configuration names.

RuleEvaluatorImage: string

The Amazon Elastic Container (ECR) Image for the managed rule evaluation.

RuleParameters?: {

[key: string]: string | null | undefined;

} | null

Runtime configuration for rule container.

S3OutputPath?: string | null

Path to Amazon S3 storage location for rules.

VolumeSizeInGB?: number | null

The size, in GB, of the ML storage volume attached to the processing instance.