org.deeplearning4j.nn.modelimport.keras.utils

Class KerasRegularizerUtils

java.lang.Object

org.deeplearning4j.nn.modelimport.keras.utils.KerasRegularizerUtils

public class KerasRegularizerUtils
extends Object

Constructor Summary

Constructors

Constructor and Description
KerasRegularizerUtils()

Method Summary

Modifier and Type	Method and Description
static double	getWeightRegularizerFromConfig(Map<String,Object> layerConfig, KerasLayerConfiguration conf, String configField, String regularizerType) Get weight regularization from Keras weight regularization configuration.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

KerasRegularizerUtils

public KerasRegularizerUtils()

Method Detail

getWeightRegularizerFromConfig

public static double getWeightRegularizerFromConfig(Map<String,Object> layerConfig,
                                                    KerasLayerConfiguration conf,
                                                    String configField,
                                                    String regularizerType)
                                             throws UnsupportedKerasConfigurationException,
                                                    InvalidKerasConfigurationException

Get weight regularization from Keras weight regularization configuration.

Parameters:

layerConfig - Map containing Keras weight regularization configuration

conf - Keras layer configuration

configField - regularization config field to use

regularizerType - type of regularization as string (e.g. "l2")

Returns:

L1 or L2 regularization strength (0.0 if none)

Throws:

UnsupportedKerasConfigurationException

InvalidKerasConfigurationException