org.nd4j.linalg.api.ops.impl.layers.recurrent.config

Enum LSTMActivations

java.lang.Object

java.lang.Enum<LSTMActivations>

org.nd4j.linalg.api.ops.impl.layers.recurrent.config.LSTMActivations

All Implemented Interfaces:

Serializable, Comparable<LSTMActivations>

public enum LSTMActivations
extends Enum<LSTMActivations>

integer numbers corresponding to activations: 0=tanh, 1=relu, 2=sigmoid, 3=affine, 4=leaky relu, 5= thresholded relu, 6=scaled tanh, 7=hard sigmoid, 8=ELU, 9=softsign, 10=softplus

Enum Constant Summary

Enum Constants

Enum Constant and Description
AFFINE
ELU
HARD_SIGMOID
LEAKY_RELU
RELU
SCALED_TAHN
SIGMOID
SOFTPLUS
SOFTSIGN
TANH
THRESHHOLD_RELU

Method Summary

Modifier and Type	Method and Description
static LSTMActivations	valueOf(String name) Returns the enum constant of this type with the specified name.
static LSTMActivations[]	values() Returns an array containing the constants of this enum type, in the order they are declared.

Methods inherited from class java.lang.Enum

clone, compareTo, equals, finalize, getDeclaringClass, hashCode, name, ordinal, toString, valueOf

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Enum Constant Detail

TANH

public static final LSTMActivations TANH

RELU

public static final LSTMActivations RELU

SIGMOID

public static final LSTMActivations SIGMOID

AFFINE

public static final LSTMActivations AFFINE

LEAKY_RELU

public static final LSTMActivations LEAKY_RELU

THRESHHOLD_RELU

public static final LSTMActivations THRESHHOLD_RELU

SCALED_TAHN

public static final LSTMActivations SCALED_TAHN

HARD_SIGMOID

public static final LSTMActivations HARD_SIGMOID

ELU

public static final LSTMActivations ELU

SOFTSIGN

public static final LSTMActivations SOFTSIGN

SOFTPLUS

public static final LSTMActivations SOFTPLUS

Method Detail

values

public static LSTMActivations[] values()

Returns an array containing the constants of this enum type, in the order they are declared. This method may be used to iterate over the constants as follows:

for (LSTMActivations c : LSTMActivations.values())
    System.out.println(c);

Returns:

an array containing the constants of this enum type, in the order they are declared

valueOf

public static LSTMActivations valueOf(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:

IllegalArgumentException - if this enum type has no constant with the specified name

NullPointerException - if the argument is null