Struct ParameterRanges

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

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

categorical_parameter_ranges: Option<Vec<CategoricalParameterRange>>

The array of CategoricalParameterRange objects that specify ranges of categorical 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.

integer_parameter_ranges: Option<Vec<IntegerParameterRange>>

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

Trait Implementations

impl Clone for ParameterRanges

fn clone(&self) -> ParameterRanges

Returns a duplicate 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 Default for ParameterRanges

fn default() -> ParameterRanges

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for ParameterRanges

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl PartialEq for ParameterRanges

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

Tests for self and other values to be equal, and is used by ==.

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

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl Serialize for ParameterRanges

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

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl StructuralPartialEq for ParameterRanges