Struct rusoto_sagemaker::ContinuousParameterRange

pub struct ContinuousParameterRange {
    pub max_value: String,
    pub min_value: String,
    pub name: String,
    pub scaling_type: Option<String>,
}

A list of continuous hyperparameters to tune.

Fields

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 MaxValuefor tuning.

name: String

The name of the continuous hyperparameter to tune.

scaling_type: Option<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

Hyperparemeter 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

Hyperparemeter 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.

Trait Implementations

impl PartialEq<ContinuousParameterRange> for ContinuousParameterRange

fn eq(&self, other: &ContinuousParameterRange) -> bool

This method tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &ContinuousParameterRange) -> bool

This method tests for !=.

impl Default for ContinuousParameterRange

fn default() -> ContinuousParameterRange

Returns the "default value" for a type.

impl Clone for ContinuousParameterRange

fn clone(&self) -> ContinuousParameterRange

Returns a copy of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for ContinuousParameterRange

fn fmt(&self, f: &mut Formatter) -> Result

Formats the value using the given formatter.

impl Serialize for ContinuousParameterRange

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error> where
    __S: Serializer, 

Serialize this value into the given Serde serializer.

impl<'de> Deserialize<'de> for ContinuousParameterRange

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error> where
    __D: Deserializer<'de>, 

Deserialize this value from the given Serde deserializer.