google.cloud.aiplatform.v1.StudySpec.ObservationNoise */ class ObservationNoise { /** * The default noise level chosen by Vertex AI. * * Generated from protobuf enum OBSERVATION_NOISE_UNSPECIFIED = 0; */ const OBSERVATION_NOISE_UNSPECIFIED = 0; /** * Vertex AI assumes that the objective function is (nearly) * perfectly reproducible, and will never repeat the same Trial * parameters. * * Generated from protobuf enum LOW = 1; */ const LOW = 1; /** * Vertex AI will estimate the amount of noise in metric * evaluations, it may repeat the same Trial parameters more than once. * * Generated from protobuf enum HIGH = 2; */ const HIGH = 2; private static $valueToName = [ self::OBSERVATION_NOISE_UNSPECIFIED => 'OBSERVATION_NOISE_UNSPECIFIED', self::LOW => 'LOW', self::HIGH => 'HIGH', ]; public static function name($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); } }