AWS SDK Version 3 for .NET
API Reference

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A list of continuous hyperparameters to tune.

Inheritance Hierarchy

System.Object
  Amazon.SageMaker.Model.ContinuousParameterRange

Namespace: Amazon.SageMaker.Model
Assembly: AWSSDK.SageMaker.dll
Version: 3.x.y.z

Syntax

C#
public class ContinuousParameterRange

The ContinuousParameterRange type exposes the following members

Constructors

NameDescription
Public Method ContinuousParameterRange()

Properties

NameTypeDescription
Public Property MaxValue System.String

Gets and sets the property MaxValue.

The maximum value for the hyperparameter. The tuning job uses floating-point values between MinValue value and this value for tuning.

Public Property MinValue System.String

Gets and sets the property MinValue.

The minimum value for the hyperparameter. The tuning job uses floating-point values between this value and MaxValuefor tuning.

Public Property Name System.String

Gets and sets the property Name.

The name of the continuous hyperparameter to tune.

Public Property ScalingType Amazon.SageMaker.HyperParameterScalingType

Gets and sets the property ScalingType.

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.

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.

Version Information

.NET:
Supported in: 8.0 and newer, Core 3.1

.NET Standard:
Supported in: 2.0

.NET Framework:
Supported in: 4.5 and newer, 3.5