ContinuousParameterRange

public struct ContinuousParameterRange : AWSShape

Undocumented

  • Declaration

    Swift

    public static var _members: [AWSShapeMember]

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

    Declaration

    Swift

    public let maxValue: String

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

    Declaration

    Swift

    public let minValue: String

  • The name of the continuous hyperparameter to tune.

    Declaration

    Swift

    public let name: 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.

    Declaration

    Swift

    public let scalingType: HyperParameterScalingType?

  • Undocumented

    Declaration

    Swift

    public init(maxValue: String, minValue: String, name: String, scalingType: HyperParameterScalingType? = nil)

  • Declaration

    Swift

    public func validate(name: String) throws