hex

Class Trainer.Threaded

java.lang.Object

hex.Trainer

hex.Trainer.Threaded

Enclosing class:

Trainer

public static class Trainer.Threaded
extends Trainer

Runs several trainers in parallel on the same weights, using threads. Only works on one node. There is no synchronization, so some updates are lost. Works well in practice.

Nested Class Summary

Nested classes/interfaces inherited from class hex.Trainer

Trainer.Base, Trainer.Direct, Trainer.MapReduce, Trainer.OpenCL, Trainer.Threaded

Constructor Summary

Constructors

Constructor and Description
Trainer.Threaded(Layer[] ls)
Trainer.Threaded(Layer[] ls, int steps, int cores)

Method Summary

Methods

Modifier and Type	Method and Description
void	cancel()
void	join()
Layer[]	layers()
long	samples()
void	start()

Methods inherited from class java.lang.Object

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

Constructor Detail

Trainer.Threaded

public Trainer.Threaded(Layer[] ls)

Trainer.Threaded

public Trainer.Threaded(Layer[] ls,
                int steps,
                int cores)

Method Detail

layers

public Layer[] layers()

Specified by:

layers in class Trainer

samples

public long samples()

Overrides:

samples in class Trainer

start

public void start()

Specified by:

start in class Trainer

join

public void join()

Specified by:

join in class Trainer

cancel

public void cancel()