google.cloud.aiplatform.v1.StudySpec.Algorithm */ class Algorithm { /** * The default algorithm used by Vertex AI for [hyperparameter * tuning](https://cloud.google.com/vertex-ai/docs/training/hyperparameter-tuning-overview) * and [Vertex AI Vizier](https://cloud.google.com/vertex-ai/docs/vizier). * * Generated from protobuf enum ALGORITHM_UNSPECIFIED = 0; */ const ALGORITHM_UNSPECIFIED = 0; /** * Simple grid search within the feasible space. To use grid search, * all parameters must be `INTEGER`, `CATEGORICAL`, or `DISCRETE`. * * Generated from protobuf enum GRID_SEARCH = 2; */ const GRID_SEARCH = 2; /** * Simple random search within the feasible space. * * Generated from protobuf enum RANDOM_SEARCH = 3; */ const RANDOM_SEARCH = 3; private static $valueToName = [ self::ALGORITHM_UNSPECIFIED => 'ALGORITHM_UNSPECIFIED', self::GRID_SEARCH => 'GRID_SEARCH', self::RANDOM_SEARCH => 'RANDOM_SEARCH', ]; public static function name($value) { if (!isset(self::$valueToName[$value])) { throw new UnexpectedValueException(sprintf( 'Enum %s has no name defined for value %s', __CLASS__, $value)); } return self::$valueToName[$value]; } public static function value($name) { $const = __CLASS__ . '::' . strtoupper($name); if (!defined($const)) { throw new UnexpectedValueException(sprintf( 'Enum %s has no value defined for name %s', __CLASS__, $name)); } return constant($const); } }