org.deeplearning4j.nn.conf.inputs

Enum InputType.Type

java.lang.Object

java.lang.Enum<InputType.Type>

org.deeplearning4j.nn.conf.inputs.InputType.Type

All Implemented Interfaces:

Serializable, Comparable<InputType.Type>

Enclosing class:

InputType

public static enum InputType.Type
extends Enum<InputType.Type>

The type of activations in/out of a given GraphVertex
FF: Standard feed-foward (2d minibatch, 1d per example) data
RNN: Recurrent neural network (3d minibatch) time series data
CNN: 2D Convolutional neural network (4d minibatch, [miniBatchSize, channels, height, width]) CNNFlat: Flattened 2D conv net data (2d minibatch, [miniBatchSize, height * width * channels]) CNN3D: 3D convolutional neural network (5d minibatch, [miniBatchSize, channels, height, width, channels])

Enum Constant Summary

Enum Constants

Enum Constant and Description
CNN
CNN3D
CNNFlat
FF
RNN

Method Summary

Modifier and Type	Method and Description
static InputType.Type	valueOf(String name) Returns the enum constant of this type with the specified name.
static InputType.Type[]	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

FF

public static final InputType.Type FF

RNN

public static final InputType.Type RNN

CNN

public static final InputType.Type CNN

CNNFlat

public static final InputType.Type CNNFlat

CNN3D

public static final InputType.Type CNN3D

Method Detail

values

public static InputType.Type[] 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 (InputType.Type c : InputType.Type.values())
    System.out.println(c);

Returns:

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

valueOf

public static InputType.Type 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