IntegerParameterRange
import type { IntegerParameterRange } from "https://aws-api.deno.dev/v0.3/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
§
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: Amazon 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.