org.bytedeco.caffe

Class FloatExpLayer

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.caffe.FloatLayer

org.bytedeco.caffe.FloatNeuronLayer

org.bytedeco.caffe.FloatExpLayer

All Implemented Interfaces:

AutoCloseable

@Name(value="caffe::ExpLayer<float>")
 @NoOffset
 @Properties(inherit=caffe.class)
public class FloatExpLayer
extends FloatNeuronLayer

\brief Computes y = \gamma ^ {\alpha x + \beta} , as specified by the scale \alpha , shift \beta , and base \gamma .

Nested Class Summary

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

Pointer.CustomDeallocator, Pointer.Deallocator, Pointer.NativeDeallocator

Field Summary

Fields inherited from class org.bytedeco.javacpp.Pointer

address, capacity, limit, position

Constructor Summary

Constructors

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

Method Summary

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

Methods inherited from class org.bytedeco.caffe.FloatNeuronLayer

ExactNumBottomBlobs, ExactNumTopBlobs, Reshape

Methods inherited from class org.bytedeco.caffe.FloatLayer

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, hashCode, isNull, limit, limit, malloc, maxBytes, maxPhysicalBytes, memchr, memcmp, memcpy, memmove, memset, offsetof, parseBytes, physicalBytes, position, position, put, realloc, setNull, sizeof, toString, totalBytes, totalPhysicalBytes, withDeallocator, zero

Methods inherited from class java.lang.Object

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

Constructor Detail

FloatExpLayer

public FloatExpLayer(Pointer p)

Pointer cast constructor. Invokes Pointer.Pointer(Pointer).

FloatExpLayer

public FloatExpLayer(@Const @ByRef
                     LayerParameter param)

Parameters:

param - provides ExpParameter exp_param, with ExpLayer options: - scale (\b optional, default 1) the scale \alpha - shift (\b optional, default 0) the shift \beta - base (\b optional, default -1 for a value of e \approx 2.718 ) the base \gamma

Method Detail

LayerSetUp

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

Description copied from class: FloatLayer

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

Overrides:

LayerSetUp in class FloatLayer

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.

type

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

Description copied from class: FloatLayer

\brief Returns the layer type.

Overrides:

type in class FloatLayer

Forward_cpu

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

Overrides:

Forward_cpu in class FloatLayer

Forward_gpu

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

Overrides:

Forward_gpu in class FloatLayer

Backward_cpu

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

Overrides:

Backward_cpu in class FloatLayer

Backward_gpu

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

Overrides:

Backward_gpu in class FloatLayer