Enum OptimizerType

  • All Implemented Interfaces:
    java.io.Serializable, java.lang.Comparable<OptimizerType>, java.lang.constant.Constable

    public enum OptimizerType
    extends java.lang.Enum<OptimizerType>
    Supported types of optimization methods used by back-propagation training algorithm. For more info see: http://ruder.io/optimizing-gradient-descent/index.html
    • Nested Class Summary

      • Nested classes/interfaces inherited from class java.lang.Enum

        java.lang.Enum.EnumDesc<E extends java.lang.Enum<E>>
    • Enum Constant Summary

      Enum Constants 
      Enum Constant Description
      ADADELTA  
      ADAGRAD  
      ADAM  
      MOMENTUM  
      RMSPROP  
      SGD
      Stochastic Gradient Descent, a basic type of neural network optimization algorithm.
    • Method Summary

      Modifier and Type Method Description
      static OptimizerType valueOf​(java.lang.String name)
      Returns the enum constant of this type with the specified name.
      static OptimizerType[] values()
      Returns an array containing the constants of this enum type, in the order they are declared.
      • Methods inherited from class java.lang.Enum

        compareTo, describeConstable, equals, getDeclaringClass, hashCode, name, ordinal, toString, valueOf
      • Methods inherited from class java.lang.Object

        getClass, notify, notifyAll, wait, wait, wait
    • Method Detail

      • values

        public static OptimizerType[] values()
        Returns an array containing the constants of this enum type, in the order they are declared.
        Returns:
        an array containing the constants of this enum type, in the order they are declared
      • valueOf

        public static OptimizerType valueOf​(java.lang.String name)
        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.)
        Parameters:
        name - the name of the enum constant to be returned.
        Returns:
        the enum constant with the specified name
        Throws:
        java.lang.IllegalArgumentException - if this enum type has no constant with the specified name
        java.lang.NullPointerException - if the argument is null