Struct aws_sdk_sagemaker::model::ParameterRanges

#[non_exhaustive]
pub struct ParameterRanges {
    pub integer_parameter_ranges: Option<Vec<IntegerParameterRange>>,
    pub continuous_parameter_ranges: Option<Vec<ContinuousParameterRange>>,
    pub categorical_parameter_ranges: Option<Vec<CategoricalParameterRange>>,
}

Specifies ranges of integer, continuous, and categorical hyperparameters that a hyperparameter tuning job searches. The hyperparameter tuning job launches training jobs with hyperparameter values within these ranges to find the combination of values that result in the training job with the best performance as measured by the objective metric of the hyperparameter tuning job.

You can specify a maximum of 20 hyperparameters that a hyperparameter tuning job can search over. Every possible value of a categorical parameter range counts against this limit.

Fields (Non-exhaustive)

Non-exhaustive structs could have additional fields added in future. Therefore, non-exhaustive structs cannot be constructed in external crates using the traditional Struct { .. } syntax; cannot be matched against without a wildcard ..; and struct update syntax will not work.

integer_parameter_ranges: Option<Vec<IntegerParameterRange>>

The array of IntegerParameterRange objects that specify ranges of integer hyperparameters that a hyperparameter tuning job searches.

continuous_parameter_ranges: Option<Vec<ContinuousParameterRange>>

The array of ContinuousParameterRange objects that specify ranges of continuous hyperparameters that a hyperparameter tuning job searches.

categorical_parameter_ranges: Option<Vec<CategoricalParameterRange>>

The array of CategoricalParameterRange objects that specify ranges of categorical hyperparameters that a hyperparameter tuning job searches.

Implementations

impl ParameterRanges

pub fn integer_parameter_ranges(&self) -> Option<&[IntegerParameterRange]>

The array of IntegerParameterRange objects that specify ranges of integer hyperparameters that a hyperparameter tuning job searches.

pub fn continuous_parameter_ranges(&self) -> Option<&[ContinuousParameterRange]>

The array of ContinuousParameterRange objects that specify ranges of continuous hyperparameters that a hyperparameter tuning job searches.

pub fn categorical_parameter_ranges(
    &self
) -> Option<&[CategoricalParameterRange]>

The array of CategoricalParameterRange objects that specify ranges of categorical hyperparameters that a hyperparameter tuning job searches.

impl ParameterRanges

pub fn builder() -> Builder

Creates a new builder-style object to manufacture ParameterRanges

Trait Implementations

impl Clone for ParameterRanges

fn clone(&self) -> ParameterRanges

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for ParameterRanges

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

Formats the value using the given formatter.

impl PartialEq<ParameterRanges> for ParameterRanges

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

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

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

This method tests for !=.

impl StructuralPartialEq for ParameterRanges