Package com.aidenfavish.javaNeuralNetwork.Optimizers

Class AdamOptimizer

java.lang.Object

com.aidenfavish.javaNeuralNetwork.Optimizers.AdamOptimizer

All Implemented Interfaces:

Optimizer

public class AdamOptimizer
extends Object
implements Optimizer

Constructor Summary

Constructors

Constructor	Description
AdamOptimizer(float learningRate, float decay, float epsilon, float beta1, float beta2)

Method Summary

Modifier and Type	Method	Description
float	getCurrentLearningRate()
org.json.simple.JSONObject	getJSON()
float	getLearningRate()
void	postUpdateParams()
void	preUpdateParams()
String	toString()
void	updateParams(LayerDense layer)

Methods inherited from class java.lang.Object

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

Constructor Details

AdamOptimizer

public AdamOptimizer(float learningRate,
 float decay,
 float epsilon,
 float beta1,
 float beta2)

Method Details

preUpdateParams

public void preUpdateParams()

Specified by:

preUpdateParams in interface Optimizer

updateParams

public void updateParams(LayerDense layer)

Specified by:

updateParams in interface Optimizer

postUpdateParams

public void postUpdateParams()

Specified by:

postUpdateParams in interface Optimizer

getCurrentLearningRate

public float getCurrentLearningRate()

Specified by:

getCurrentLearningRate in interface Optimizer

getLearningRate

public float getLearningRate()

Specified by:

getLearningRate in interface Optimizer

getJSON

public org.json.simple.JSONObject getJSON()

Specified by:

getJSON in interface Optimizer

toString

public String toString()

Overrides:

toString in class Object