pulumi-google-native-kotlin/com.pulumi.googlenative.ml.v1.kotlin.enums/GoogleCloudMlV1__HyperparameterSpecAlgorithm

GoogleCloudMlV1__HyperparameterSpecAlgorithm

enum GoogleCloudMlV1__HyperparameterSpecAlgorithm : Enum<GoogleCloudMlV1__HyperparameterSpecAlgorithm> , ConvertibleToJava<GoogleCloudMlV1__HyperparameterSpecAlgorithm>

Optional. The search algorithm specified for the hyperparameter tuning job. Uses the default AI Platform hyperparameter tuning algorithm if unspecified.

Entries

AlgorithmUnspecified

The default algorithm used by the hyperparameter tuning service. This is a Bayesian optimization algorithm.

GridSearch

Simple grid search within the feasible space. To use grid search, all parameters must be INTEGER, CATEGORICAL, or DISCRETE.

RandomSearch

Simple random search within the feasible space.

Types

Companion

object Companion

Functions

toJava

open override fun toJava(): GoogleCloudMlV1__HyperparameterSpecAlgorithm

valueOf

fun valueOf(value: String): GoogleCloudMlV1__HyperparameterSpecAlgorithm

Returns the enum constant of this type with the specified name. The string must match exactly an identifier used to declare an enum constant in this type. (Extraneous whitespace characters are not permitted.)

values

fun values(): Array<GoogleCloudMlV1__HyperparameterSpecAlgorithm>

Returns an array containing the constants of this enum type, in the order they're declared.

Properties

javaValue

val javaValue: GoogleCloudMlV1__HyperparameterSpecAlgorithm

name

val name: String

ordinal

val ordinal: Int