Java example source code file (BackpropType.java)

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backproptype, standard, truncatedbptt

The BackpropType.java Java example source code

package org.deeplearning4j.nn.conf;

/** Defines the type of backpropagation. 'Standard' setting (default) is used
 * for training most networks (MLP, CNN, etc)
 * In the context of recurrent neural networks, Standard means 
 * @author Alex
 *
 */
public enum BackpropType {
	/** Default option. Used for training most networks, including MLP, DBNs, CNNs etc.*/
	Standard,
	/** Truncated BackPropagation Through Time. Only applicable in context of
	 * training networks with recurrent neural network layers such as GravesLSTM
	 */
	TruncatedBPTT
}