Class AbstractOptimizer

java.lang.Object

deepnetts.net.train.opt.AbstractOptimizer

public abstract class AbstractOptimizer
extends Object

Skeletal implementation of the Optimizer interface to minimize effort to implement specific optimizers.

Field Summary

Fields

Modifier and Type	Field	Description
protected TensorBase	deltaBiases
protected TensorBase	deltas
protected TensorBase	deltaWeights
protected TensorBase	gradients
protected TensorBase	inputs
protected AbstractLayer	layer
protected float	learningRate

Constructor Summary

Constructors

Constructor	Description
AbstractOptimizer(AbstractLayer layer)

Method Summary

Modifier and Type	Method	Description
abstract float	calculate(float grad)

Methods inherited from class Object

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

Field Details

layer

protected AbstractLayer layer

gradients

protected TensorBase gradients

deltas

protected TensorBase deltas

inputs

protected TensorBase inputs

learningRate

protected float learningRate

deltaWeights

protected TensorBase deltaWeights

deltaBiases

protected TensorBase deltaBiases

Constructor Details

AbstractOptimizer

public AbstractOptimizer(AbstractLayer layer)

Method Details

calculate

public abstract float calculate(float grad)