org.deeplearning4j.nn.conf.graph

Class MergeVertex

java.lang.Object

org.deeplearning4j.nn.conf.graph.GraphVertex

org.deeplearning4j.nn.conf.graph.MergeVertex

All Implemented Interfaces:

Serializable, Cloneable

public class MergeVertex
extends GraphVertex

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
static int	DEFAULT_MERGE_DIM
protected int	mergeAxis
protected boolean	modified

Constructor Summary

Constructors

Constructor and Description
MergeVertex()

Method Summary

Modifier and Type	Method and Description
MergeVertex	clone()
boolean	equals(Object o)
MemoryReport	getMemoryReport(InputType... inputTypes) This is a report of the estimated memory consumption for the given vertex
int	getMergeAxis()
InputType	getOutputType(int layerIndex, InputType... vertexInputs) Determine the type of output for this GraphVertex, given the specified inputs.
int	hashCode()
GraphVertex	instantiate(ComputationGraph graph, String name, int idx, INDArray paramsView, boolean initializeParams, DataType networkDatatype) Create a GraphVertex instance, for the given computation graph, given the configuration instance.
int	maxVertexInputs()
int	minVertexInputs()
long	numParams(boolean backprop)
void	setMergeAxis(int mergeAxis)
String	toString()

Methods inherited from class org.deeplearning4j.nn.conf.graph.GraphVertex

setDataType

Methods inherited from class java.lang.Object

finalize, getClass, notify, notifyAll, wait, wait, wait

Field Detail

mergeAxis

protected int mergeAxis

modified

protected boolean modified

DEFAULT_MERGE_DIM

public static final int DEFAULT_MERGE_DIM

See Also:

Constant Field Values

Constructor Detail

MergeVertex

public MergeVertex()

Method Detail

clone

public MergeVertex clone()

Specified by:

clone in class GraphVertex

equals

public boolean equals(Object o)

Specified by:

equals in class GraphVertex

hashCode

public int hashCode()

Specified by:

hashCode in class GraphVertex

numParams

public long numParams(boolean backprop)

Specified by:

numParams in class GraphVertex

minVertexInputs

public int minVertexInputs()

Specified by:

minVertexInputs in class GraphVertex

Returns:

The Smallest valid number of inputs to this vertex

maxVertexInputs

public int maxVertexInputs()

Specified by:

maxVertexInputs in class GraphVertex

Returns:

The largest valid number of inputs to this vertex

toString

public String toString()

Overrides:

toString in class Object

instantiate

public GraphVertex instantiate(ComputationGraph graph,
                               String name,
                               int idx,
                               INDArray paramsView,
                               boolean initializeParams,
                               DataType networkDatatype)

Description copied from class: GraphVertex

Create a GraphVertex instance, for the given computation graph, given the configuration instance.

Specified by:

instantiate in class GraphVertex

Parameters:

graph - The computation graph that this GraphVertex is to be part of

name - The name of the GraphVertex object

idx - The index of the GraphVertex

paramsView - A view of the full parameters array

initializeParams - If true: initialize the parameters. If false: make no change to the values in the paramsView array

Returns:

The implementation GraphVertex object (i.e., implementation, no the configuration)

getOutputType

public InputType getOutputType(int layerIndex,
                               InputType... vertexInputs)
                        throws InvalidInputTypeException

Description copied from class: GraphVertex

Determine the type of output for this GraphVertex, given the specified inputs. Given that a GraphVertex may do arbitrary processing or modifications of the inputs, the output types can be quite different to the input type(s).
This is generally used to determine when to add preprocessors, as well as the input sizes etc for layers

Specified by:

getOutputType in class GraphVertex

Parameters:

layerIndex - The index of the layer (if appropriate/necessary).

vertexInputs - The inputs to this vertex

Returns:

The type of output for this vertex

Throws:

InvalidInputTypeException - If the input type is invalid for this type of GraphVertex

getMergeAxis

public int getMergeAxis()

setMergeAxis

public void setMergeAxis(int mergeAxis)

getMemoryReport

public MemoryReport getMemoryReport(InputType... inputTypes)

Description copied from class: GraphVertex

This is a report of the estimated memory consumption for the given vertex

Specified by:

getMemoryReport in class GraphVertex

Parameters:

inputTypes - Input types to the vertex. Memory consumption is often a function of the input type

Returns:

Memory report for the vertex