ContinuousParameterRange
import type { ContinuousParameterRange } from "https://aws-api.deno.dev/v0.3/services/sagemaker.ts?docs=full";
A list of continuous hyperparameters to tune.
§Properties
The maximum value for the hyperparameter.
The tuning job uses floating-point values between MinValue
value and this value for tuning.
The minimum value for the hyperparameter.
The tuning job uses floating-point values between this value and MaxValue
for tuning.
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.
ReverseLogarithmic: Hyperparameter tuning searches the values in the hyperparameter range by using a reverse logarithmic scale. Reverse logarithmic scaling works only for ranges that are entirely within the range 0<=x<1.0.