org.bytedeco.caffe

Class DoubleDropoutLayer

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.caffe.DoubleLayer

org.bytedeco.caffe.DoubleNeuronLayer

org.bytedeco.caffe.DoubleDropoutLayer

All Implemented Interfaces:

AutoCloseable

@Name(value="caffe::DropoutLayer<double>")
 @NoOffset
 @Properties(inherit=caffe.class)
public class DoubleDropoutLayer
extends DoubleNeuronLayer

Nested Class Summary

Nested classes/interfaces inherited from class org.bytedeco.javacpp.Pointer

Pointer.CustomDeallocator, Pointer.Deallocator, Pointer.NativeDeallocator, Pointer.ReferenceCounter

Field Summary

Fields inherited from class org.bytedeco.javacpp.Pointer

address, capacity, limit, position

Constructor Summary

Constructors

Constructor and Description
DoubleDropoutLayer(LayerParameter param)
DoubleDropoutLayer(Pointer p) Pointer cast constructor.

Method Summary

Modifier and Type	Method and Description
protected void	Backward_cpu(DoubleBlobVector top, BoolVector propagate_down, DoubleBlobVector bottom)
protected void	Backward_gpu(DoubleBlobVector top, BoolVector propagate_down, DoubleBlobVector bottom)
protected void	Forward_cpu(DoubleBlobVector bottom, DoubleBlobVector top)
protected void	Forward_gpu(DoubleBlobVector bottom, DoubleBlobVector top)
void	LayerSetUp(DoubleBlobVector bottom, DoubleBlobVector top) \brief Does layer-specific setup: your layer should implement this function as well as Reshape.
void	Reshape(DoubleBlobVector bottom, DoubleBlobVector top) \brief Adjust the shapes of top blobs and internal buffers to accommodate the shapes of the bottom blobs.
BytePointer	type() \brief Returns the layer type.

Methods inherited from class org.bytedeco.caffe.DoubleNeuronLayer

ExactNumBottomBlobs, ExactNumTopBlobs

Methods inherited from class org.bytedeco.caffe.DoubleLayer

AllowForceBackward, AutoTopBlobs, Backward, blobs, CheckBlobCounts, EqualNumBottomTopBlobs, Forward, layer_param, loss, MaxBottomBlobs, MaxTopBlobs, MinBottomBlobs, MinTopBlobs, param_propagate_down, set_loss, set_param_propagate_down, SetUp, ToProto

Methods inherited from class org.bytedeco.javacpp.Pointer

address, asBuffer, asByteBuffer, availablePhysicalBytes, calloc, capacity, capacity, close, deallocate, deallocate, deallocateReferences, deallocator, deallocator, equals, fill, formatBytes, free, getPointer, getPointer, getPointer, getPointer, hashCode, isNull, isNull, limit, limit, malloc, maxBytes, maxPhysicalBytes, memchr, memcmp, memcpy, memmove, memset, offsetAddress, offsetof, offsetof, parseBytes, physicalBytes, position, position, put, realloc, referenceCount, releaseReference, retainReference, setNull, sizeof, sizeof, toString, totalBytes, totalCount, totalPhysicalBytes, withDeallocator, zero

Methods inherited from class java.lang.Object

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

Constructor Detail

DoubleDropoutLayer

public DoubleDropoutLayer(Pointer p)

Pointer cast constructor. Invokes Pointer(Pointer).

DoubleDropoutLayer

public DoubleDropoutLayer(@Const @ByRef
                          LayerParameter param)

Parameters:

param - provides DropoutParameter dropout_param, with DropoutLayer options: - dropout_ratio (\b optional, default 0.5). Sets the probability p that any given unit is dropped.

Method Detail

LayerSetUp

@Virtual
public void LayerSetUp(@Const @ByRef
                                DoubleBlobVector bottom,
                                @Const @ByRef
                                DoubleBlobVector top)

Description copied from class: DoubleLayer

\brief Does layer-specific setup: your layer should implement this function as well as Reshape.

Overrides:

LayerSetUp in class DoubleLayer

Parameters:

bottom - the preshaped input blobs, whose data fields store the input data for this layer

top - the allocated but unshaped output blobs This method should do one-time layer specific setup. This includes reading and processing relevent parameters from the layer_param_. Setting up the shapes of top blobs and internal buffers should be done in Reshape, which will be called before the forward pass to adjust the top blob sizes.

Reshape

@Virtual
public void Reshape(@Const @ByRef
                             DoubleBlobVector bottom,
                             @Const @ByRef
                             DoubleBlobVector top)

Description copied from class: DoubleLayer

\brief Adjust the shapes of top blobs and internal buffers to accommodate the shapes of the bottom blobs.

Overrides:

Reshape in class DoubleNeuronLayer

Parameters:

bottom - the input blobs, with the requested input shapes

top - the top blobs, which should be reshaped as needed This method should reshape top blobs as needed according to the shapes of the bottom (input) blobs, as well as reshaping any internal buffers and making any other necessary adjustments so that the layer can accommodate the bottom blobs.

type

@Virtual
 @Const(value={false,false,true})
 @Cast(value="const char*")
public BytePointer type()

Description copied from class: DoubleLayer

\brief Returns the layer type.

Overrides:

type in class DoubleLayer

Forward_cpu

@Virtual
protected void Forward_cpu(@Const @ByRef
                                    DoubleBlobVector bottom,
                                    @Const @ByRef
                                    DoubleBlobVector top)

Overrides:

Forward_cpu in class DoubleLayer

Forward_gpu

@Virtual
protected void Forward_gpu(@Const @ByRef
                                    DoubleBlobVector bottom,
                                    @Const @ByRef
                                    DoubleBlobVector top)

Overrides:

Forward_gpu in class DoubleLayer

Backward_cpu

@Virtual
protected void Backward_cpu(@Const @ByRef
                                     DoubleBlobVector top,
                                     @Const @ByRef
                                     BoolVector propagate_down,
                                     @Const @ByRef
                                     DoubleBlobVector bottom)

Overrides:

Backward_cpu in class DoubleLayer

Backward_gpu

@Virtual
protected void Backward_gpu(@Const @ByRef
                                     DoubleBlobVector top,
                                     @Const @ByRef
                                     BoolVector propagate_down,
                                     @Const @ByRef
                                     DoubleBlobVector bottom)

Overrides:

Backward_gpu in class DoubleLayer