|
Java example source code file (CompactModelAndGradient.java)
This example Java source code file (CompactModelAndGradient.java) is included in the alvinalexander.com
"Java Source Code
Warehouse" project. The intent of this project is to help you "Learn
Java by Example" TM.
Learn more about this Java project at its project page.
The CompactModelAndGradient.java Java example source code
package org.deeplearning4j.ui.weights.beans;
import org.deeplearning4j.nn.api.Model;
import java.io.Serializable;
import java.util.ArrayList;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
/**
* Slightly modified version of ModelAndGradient, with binned params/gradients, suitable for fast network transfers for HistogramIterationListener
*
* @author Adam Gibson
*/
public class CompactModelAndGradient implements Serializable {
private long lastUpdateTime = -1L;
private Map<String,Map> parameters;
private Map<String,Map> gradients;
private double score;
private List<Double> scores = new ArrayList<>();
private List<Map> updateMagnitudes = new ArrayList<>();
private List<Map> paramMagnitudes = new ArrayList<>();
private List<String> layerNames = new ArrayList<>();
private String path;
public CompactModelAndGradient() {
parameters = new HashMap<>();
gradients = new HashMap<>();
}
public void setLastUpdateTime(long lastUpdateTime){
this.lastUpdateTime = lastUpdateTime;
}
public long getLastUpdateTime(){
return lastUpdateTime;
}
public double getScore() {
return score;
}
public void setScore(double score) {
this.score = score;
}
public Map<String, Map> getParameters() {
return parameters;
}
public void setParameters(Map<String, Map> parameters) {
this.parameters = parameters;
}
public Map<String, Map> getGradients() {
return gradients;
}
public void setGradients(Map<String, Map> gradients) {
this.gradients = gradients;
}
public void setScores(List<Double> scores){
this.scores = scores;
}
public void setPath(String path){
this.path = path;
}
public String getPath(){
return path;
}
public List<Double> getScores(){
return scores;
}
public void setUpdateMagnitudes(List<Map> updateMagnitudes ){
this.updateMagnitudes = updateMagnitudes;
}
public List<Map> getUpdateMagnitudes(){
return updateMagnitudes;
}
public void setParamMagnitudes(List<Map> paramMagnitudes){
this.paramMagnitudes = paramMagnitudes;
}
public List<Map> getParamMagnitudes(){
return paramMagnitudes;
}
public void setLayerNames(List<String> layerNames){
this.layerNames = layerNames;
}
public List<String> getLayerNames(){
return layerNames;
}
@Override
public boolean equals(Object o) {
if (this == o) return true;
if (o == null || getClass() != o.getClass()) return false;
CompactModelAndGradient that = (CompactModelAndGradient) o;
if (Double.compare(that.score, score) != 0) return false;
if (parameters != null ? !parameters.equals(that.parameters) : that.parameters != null) return false;
return !(gradients != null ? !gradients.equals(that.gradients) : that.gradients != null);
}
@Override
public int hashCode() {
int result;
long temp;
result = parameters != null ? parameters.hashCode() : 0;
result = 31 * result + (gradients != null ? gradients.hashCode() : 0);
temp = Double.doubleToLongBits(score);
result = 31 * result + (int) (temp ^ (temp >>> 32));
return result;
}
}
Other Java examples (source code examples)
Here is a short list of links related to this Java CompactModelAndGradient.java source code file:
|