Struct google_ml1::api::GoogleCloudMlV1__ParameterSpec

pub struct GoogleCloudMlV1__ParameterSpec {
    pub categorical_values: Option<Vec<String>>,
    pub discrete_values: Option<Vec<f64>>,
    pub max_value: Option<f64>,
    pub min_value: Option<f64>,
    pub parameter_name: Option<String>,
    pub scale_type: Option<String>,
    pub type_: Option<String>,
}

Represents a single hyperparameter to optimize.

This type is not used in any activity, and only used as part of another schema.

Fields

categorical_values: Option<Vec<String>>

Required if type is CATEGORICAL. The list of possible categories.

discrete_values: Option<Vec<f64>>

Required if type is DISCRETE. A list of feasible points. The list should be in strictly increasing order. For instance, this parameter might have possible settings of 1.5, 2.5, and 4.0. This list should not contain more than 1,000 values.

max_value: Option<f64>

Required if type is DOUBLE or INTEGER. This field should be unset if type is CATEGORICAL. This value should be integers if type is INTEGER.

min_value: Option<f64>

Required if type is DOUBLE or INTEGER. This field should be unset if type is CATEGORICAL. This value should be integers if type is INTEGER.

parameter_name: Option<String>

Required. The parameter name must be unique amongst all ParameterConfigs in a HyperparameterSpec message. E.g., “learning_rate”.

scale_type: Option<String>

Optional. How the parameter should be scaled to the hypercube. Leave unset for categorical parameters. Some kind of scaling is strongly recommended for real or integral parameters (e.g., UNIT_LINEAR_SCALE).

type_: Option<String>

Required. The type of the parameter.

Trait Implementations

impl Clone for GoogleCloudMlV1__ParameterSpec

fn clone(&self) -> GoogleCloudMlV1__ParameterSpec

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for GoogleCloudMlV1__ParameterSpec

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

Formats the value using the given formatter.

impl Default for GoogleCloudMlV1__ParameterSpec

fn default() -> GoogleCloudMlV1__ParameterSpec

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for GoogleCloudMlV1__ParameterSpec

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

Deserialize this value from the given Serde deserializer.

impl Part for GoogleCloudMlV1__ParameterSpec

impl Serialize for GoogleCloudMlV1__ParameterSpec

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

Serialize this value into the given Serde serializer.