You are viewing documentation for version 2 of the AWS SDK for Ruby. Version 3 documentation can be found here.
Class: Aws::SageMaker::Types::ContinuousParameterRange
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::ContinuousParameterRange
- Defined in:
- (unknown)
Overview
When passing ContinuousParameterRange as input to an Aws::Client method, you can use a vanilla Hash:
{
name: "ParameterKey", # required
min_value: "ParameterValue", # required
max_value: "ParameterValue", # required
scaling_type: "Auto", # accepts Auto, Linear, Logarithmic, ReverseLogarithmic
}
A list of continuous hyperparameters to tune.
Instance Attribute Summary collapse
-
#max_value ⇒ String
The maximum value for the hyperparameter.
-
#min_value ⇒ String
The minimum value for the hyperparameter.
-
#name ⇒ String
The name of the continuous hyperparameter to tune.
-
#scaling_type ⇒ String
The scale that hyperparameter tuning uses to search the hyperparameter range.
Instance Attribute Details
#max_value ⇒ String
The maximum value for the hyperparameter. The tuning job uses
floating-point values between MinValue
value and this value for
tuning.
#min_value ⇒ String
The minimum value for the hyperparameter. The tuning job uses
floating-point values between this value and MaxValue
for tuning.
#name ⇒ String
The name of the continuous hyperparameter to tune.
#scaling_type ⇒ String
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.