HyperParameterAlgorithmSpecification

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

Specifies which training algorithm to use for training jobs that a hyperparameter tuning job launches and the metrics to monitor.

interface HyperParameterAlgorithmSpecification {

AlgorithmName?: string | null;

MetricDefinitions?: MetricDefinition[] | null;

TrainingImage?: string | null;

TrainingInputMode: TrainingInputMode;

}

§Properties

AlgorithmName?: string | null

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The name of the resource algorithm to use for the hyperparameter tuning job. If you specify a value for this parameter, do not specify a value for TrainingImage.

MetricDefinitions?: MetricDefinition[] | null

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An array of "MetricDefinition" objects that specify the metrics that the algorithm emits.

TrainingImage?: string | null

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The registry path of the Docker image that contains the training algorithm. For information about Docker registry paths for built-in algorithms, see Algorithms Provided by Amazon SageMaker: Common Parameters. SageMaker supports both registry/repository[:tag] and registry/repository[@digest] image path formats. For more information, see Using Your Own Algorithms with Amazon SageMaker.

TrainingInputMode: TrainingInputMode

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