Struct google_ml1::GoogleCloudMlV1__ParameterSpec

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

Represents a single hyperparameter to optimize.

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

Fields

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.

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).

parameter_name: Option<String>

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

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.

type_: Option<String>

Required. The type of the parameter.

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.

categorical_values: Option<Vec<String>>

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

Trait Implementations

impl Part for GoogleCloudMlV1__ParameterSpec

impl Default for GoogleCloudMlV1__ParameterSpec

fn default() -> GoogleCloudMlV1__ParameterSpec

Returns the "default value" for a type.

impl Clone for GoogleCloudMlV1__ParameterSpec

fn clone(&self) -> GoogleCloudMlV1__ParameterSpec

Returns a copy of the value.

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 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.

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.