hex

Class Trainer.MapReduce

java.lang.Object

hex.Trainer

hex.Trainer.MapReduce

Enclosing class:

Trainer

public static class Trainer.MapReduce
extends Trainer

Distributed trainer. All tasks on a node update the same weights, like Threaded. Updates between nodes are synchronized at regular intervals by exchanging messages between the initiating machine and others. Requires input to be Frame.

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.MapReduce(Layer[] ls, int epochs, Key job)

Method Summary

Methods

Modifier and Type	Method and Description
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.MapReduce

public Trainer.MapReduce(Layer[] ls,
                 int epochs,
                 Key job)

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