org.bytedeco.caffe

Class DoubleCuDNNPoolingLayer

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.caffe.DoubleLayer

org.bytedeco.caffe.DoublePoolingLayer

org.bytedeco.caffe.DoubleCuDNNPoolingLayer

All Implemented Interfaces:

AutoCloseable

@Platform(value={"linux-x86_64","macosx-x86_64"},
          extension="-gpu")
 @Name(value="caffe::CuDNNPoolingLayer<double>")
 @NoOffset
 @Properties(inherit=caffe.class)
public class DoubleCuDNNPoolingLayer
extends DoublePoolingLayer

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
DoubleCuDNNPoolingLayer(LayerParameter param)
DoubleCuDNNPoolingLayer(Pointer p) Pointer cast constructor.

Method Summary

Modifier and Type	Method and Description
protected void	Backward_gpu(DoubleBlobVector top, BoolVector propagate_down, DoubleBlobVector bottom)
int	ExactNumTopBlobs() \brief Returns the exact number of top blobs required by the layer, or -1 if no exact number is required.
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.
int	MinTopBlobs() \brief Returns the minimum number of top blobs required by the layer, or -1 if no minimum number is required.
void	Reshape(DoubleBlobVector bottom, DoubleBlobVector top) \brief Adjust the shapes of top blobs and internal buffers to accommodate the shapes of the bottom blobs.

Methods inherited from class org.bytedeco.caffe.DoublePoolingLayer

Backward_cpu, ExactNumBottomBlobs, Forward_cpu, MaxTopBlobs, type

Methods inherited from class org.bytedeco.caffe.DoubleLayer

AllowForceBackward, AutoTopBlobs, Backward, blobs, CheckBlobCounts, EqualNumBottomTopBlobs, Forward, layer_param, loss, MaxBottomBlobs, MinBottomBlobs, 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, getDirectBufferAddress, getPointer, getPointer, getPointer, getPointer, hashCode, interruptDeallocatorThread, isNull, isNull, limit, limit, malloc, maxBytes, maxPhysicalBytes, memchr, memcmp, memcpy, memmove, memset, offsetAddress, offsetof, offsetof, parseBytes, physicalBytes, physicalBytesInaccurate, 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

DoubleCuDNNPoolingLayer

public DoubleCuDNNPoolingLayer(Pointer p)

Pointer cast constructor. Invokes Pointer(Pointer).

DoubleCuDNNPoolingLayer

public DoubleCuDNNPoolingLayer(@Const @ByRef
                               LayerParameter param)

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 DoublePoolingLayer

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 DoublePoolingLayer

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.

MinTopBlobs

@Virtual
 @Const(value={false,false,true})
public int MinTopBlobs()

Description copied from class: DoubleLayer

\brief Returns the minimum number of top blobs required by the layer, or -1 if no minimum number is required. This method should be overridden to return a non-negative value if your layer expects some minimum number of top blobs.

Overrides:

MinTopBlobs in class DoublePoolingLayer

ExactNumTopBlobs

@Virtual
 @Const(value={false,false,true})
public int ExactNumTopBlobs()

Description copied from class: DoubleLayer

\brief Returns the exact number of top blobs required by the layer, or -1 if no exact number is required. This method should be overridden to return a non-negative value if your layer expects some exact number of top blobs.

Overrides:

ExactNumTopBlobs in class DoubleLayer

Forward_gpu

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

Overrides:

Forward_gpu in class DoublePoolingLayer

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 DoublePoolingLayer