hex

Class Layer.VecsInput

java.lang.Object

water.Iced

hex.Layer

hex.Layer.Input

hex.Layer.VecsInput

All Implemented Interfaces:

java.lang.Cloneable, Freezable

Enclosing class:

Layer

public static class Layer.VecsInput
extends Layer.Input

Nested Class Summary

Nested classes/interfaces inherited from class hex.Layer

Layer.Input, Layer.Linear, Layer.Maxout, Layer.Output, Layer.Rectifier, Layer.RectifierDropout, Layer.RectifierPrime, Layer.Softmax, Layer.Tanh, Layer.TanhDropout, Layer.TanhPrime, Layer.VecLinear, Layer.VecsInput, Layer.VecSoftmax

Field Summary

Fields

Modifier and Type	Field and Description
static DocGen.FieldDoc[]	DOC_FIELDS
Vec[]	vecs

Fields inherited from class hex.Layer.Input

_len, _pos

Fields inherited from class hex.Layer

_a, _b, _bm, _e, _previous, _w, _wm, initial_weight_distribution, initial_weight_scale, l1, l2, max_w2, missing_double_value, missing_int_value, momentum_ramp, momentum_stable, momentum_start, rate, rate_annealing, rate_decay, units

Constructor Summary

Constructors

Constructor and Description
Layer.VecsInput(Vec[] vecs, Layer.VecsInput train)
Layer.VecsInput(Vec[] vecs, Layer.VecsInput train, double dropout_rate)

Method Summary

Methods

Modifier and Type	Method and Description
Layer	clone()
protected void	fprop(boolean training)
void	Init(Vec[] vecs, Layer.VecsInput train)

Methods inherited from class hex.Layer.Input

bprop, init, isInput, move

Methods inherited from class hex.Layer

close, init, momentum, rate, shareWeights, shareWeights, transferParams, transferParams, writeJSON

Methods inherited from class water.Iced

frozenType, init, newInstance, read, toDocField, write, writeJSONFields

Methods inherited from class java.lang.Object

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

Field Detail

DOC_FIELDS

public static DocGen.FieldDoc[] DOC_FIELDS

vecs

public Vec[] vecs

Constructor Detail

Layer.VecsInput

public Layer.VecsInput(Vec[] vecs,
               Layer.VecsInput train,
               double dropout_rate)

Layer.VecsInput

public Layer.VecsInput(Vec[] vecs,
               Layer.VecsInput train)

Method Detail

clone

public Layer clone()

Overrides:

clone in class Layer

Init

public void Init(Vec[] vecs,
        Layer.VecsInput train)

fprop

protected void fprop(boolean training)

Specified by:

fprop in class Layer