Package org.deeplearning4j.ui.model.weights.beans

Class CompactModelAndGradient

java.lang.Object

org.deeplearning4j.ui.model.weights.beans.CompactModelAndGradient

All Implemented Interfaces:

Serializable

public class CompactModelAndGradient
extends Object
implements Serializable

Slightly modified version of ModelAndGradient, with binned params/gradients, suitable for fast network transfers for HistogramIterationListener

Author:

Adam Gibson

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor	Description
CompactModelAndGradient()

Method Summary

Modifier and Type	Method	Description
boolean	equals(Object o)
Map<String,Map>	getGradients()
long	getLastUpdateTime()
List<String>	getLayerNames()
Map<String,Map>	getParameters()
List<Map<String,List<Double>>>	getParamMagnitudes()
String	getPath()
double	getScore()
List<Double>	getScores()
List<Map<String,List<Double>>>	getUpdateMagnitudes()
int	hashCode()
void	setGradients(Map<String,Map> gradients)
void	setLastUpdateTime(long lastUpdateTime)
void	setLayerNames(List<String> layerNames)
void	setParameters(Map<String,Map> parameters)
void	setParamMagnitudes(List<Map<String,List<Double>>> paramMagnitudes)
void	setPath(String path)
void	setScore(double score)
void	setScores(List<Double> scores)
void	setUpdateMagnitudes(List<Map<String,List<Double>>> updateMagnitudes)

Methods inherited from class java.lang.Object

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

Constructor Detail

CompactModelAndGradient

public CompactModelAndGradient()

Method Detail

setLastUpdateTime

public void setLastUpdateTime(long lastUpdateTime)

getLastUpdateTime

public long getLastUpdateTime()

getScore

public double getScore()

setScore

public void setScore(double score)

getParameters

public Map<String,Map> getParameters()

setParameters

public void setParameters(Map<String,Map> parameters)

getGradients

public Map<String,Map> getGradients()

setGradients

public void setGradients(Map<String,Map> gradients)

setScores

public void setScores(List<Double> scores)

setPath

public void setPath(String path)

getPath

public String getPath()

getScores

public List<Double> getScores()

setUpdateMagnitudes

public void setUpdateMagnitudes(List<Map<String,List<Double>>> updateMagnitudes)

getUpdateMagnitudes

public List<Map<String,List<Double>>> getUpdateMagnitudes()

setParamMagnitudes

public void setParamMagnitudes(List<Map<String,List<Double>>> paramMagnitudes)

getParamMagnitudes

public List<Map<String,List<Double>>> getParamMagnitudes()

setLayerNames

public void setLayerNames(List<String> layerNames)

getLayerNames

public List<String> getLayerNames()

equals

public boolean equals(Object o)

Overrides:

equals in class Object

hashCode

public int hashCode()

Overrides:

hashCode in class Object