IntegerParameterRange

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

For a hyperparameter of the integer type, specifies the range that a hyperparameter tuning job searches.

interface IntegerParameterRange {

MaxValue: string;

MinValue: string;

Name: string;

ScalingType?: HyperParameterScalingType | null;

}

§Properties

MaxValue: string

[src]

The maximum value of the hyperparameter to search.

MinValue: string

[src]

The minimum value of the hyperparameter to search.

Name: string

[src]

The name of the hyperparameter to search.

ScalingType?: HyperParameterScalingType | null

[src]

The scale that hyperparameter tuning uses to search the hyperparameter range. For information about choosing a hyperparameter scale, see Hyperparameter Scaling. One of the following values:

Auto: SageMaker hyperparameter tuning chooses the best scale for the hyperparameter.

Linear: Hyperparameter tuning searches the values in the hyperparameter range by using a linear scale.

Logarithmic: Hyperparameter tuning searches the values in the hyperparameter range by using a logarithmic scale. Logarithmic scaling works only for ranges that have only values greater than 0.