/*
????Copyright?（c）?2013?Taiga?Nomi
????All?rights?reserved.
????
????Redistribution?and?use?in?source?and?binary?forms?with?or?without
????modification?are?permitted?provided?that?the?following?conditions?are?met:
????*?Redistributions?of?source?code?must?retain?the?above?copyright
????notice?this?list?of?conditions?and?the?following?disclaimer.
????*?Redistributions?in?binary?form?must?reproduce?the?above?copyright
????notice?this?list?of?conditions?and?the?following?disclaimer?in?the
????documentation?and/or?other?materials?provided?with?the?distribution.
????*?Neither?the?name?of?the??nor?the
????names?of?its?contributors?may?be?used?to?endorse?or?promote?products
????derived?from?this?software?without?specific?prior?written?permission.

????THIS?SOFTWARE?IS?PROVIDED?BY?THE?COPYRIGHT?HOLDERS?AND?CONTRIBUTORS?“AS?IS“?AND?ANY?
????EXPRESS?OR?IMPLIED?WARRANTIES?INCLUDING?BUT?NOT?LIMITED?TO?THE?IMPLIED?
????WARRANTIES?OF?MERCHANTABILITY?AND?FITNESS?FOR?A?PARTICULAR?PURPOSE?ARE?
????DISCLAIMED.?IN?NO?EVENT?SHALL?THE?COPYRIGHT?HOLDER?OR?CONTRIBUTORS?BE?LIABLE?FOR?ANY?
????DIRECT?INDIRECT?INCIDENTAL?SPECIAL?EXEMPLARY?OR?CONSEQUENTIAL?DAMAGES?
????（INCLUDING?BUT?NOT?LIMITED?TO?PROCUREMENT?OF?SUBSTITUTE?GOODS?OR?SERVICES;?
????LOSS?OF?USE?DATA?OR?PROFITS;?OR?BUSINESS?INTERRUPTION）?HOWEVER?CAUSED?AND?
????ON?ANY?THEORY?OF?LIABILITY?WHETHER?IN?CONTRACT?STRICT?LIABILITY?OR?TORT?
????（INCLUDING?NEGLIGENCE?OR?OTHERWISE）?ARISING?IN?ANY?WAY?OUT?OF?THE?USE?OF?THIS?
????SOFTWARE?EVEN?IF?ADVISED?OF?THE?POSSIBILITY?OF?SUCH?DAMAGE.
*/
#include?
#include?
#include?

#include?“tiny_cnn.h“
//#define?NOMINMAX
//#include?“imdebug.h“

void?sample1_3layerNN（）;

using?namespace?tiny_cnn;

int?main（void）?{
????//?construct?LeNet-5?architecture
????typedef?network?CNN;
????CNN?nn;
????convolutional_layer?C1（32?32?5?1?6）;
????average_pooling_layer?S2（28?28?6?2）;
????//?connection?table?[Y.Lecun?1998?Table.1]
#define?O?true
#define?X?false
????static?const?bool?connection[]?=?{
????????O?X?X?X?O?O?O?X?X?O?O?O?O?X?O?O
????????O?O?X?X?X?O?O?O?X?X?O?O?O?O?X?O
????????O?O?O?X?X?X?O?O?O?X?X?O?X?O?O?O
????????X?O?O?O?X?X?O?O?O?O?X?X?O?X?O?O
????????X?X?O?O?O?X?X?O?O?O?O?X?O?O?X?O
????????X?X?X?O?O?O?X?X?O?O?O?O?X?O?O?O
????};
#undef?O
#undef?X
????convolutional_layer?C3（14?14?5?6?16?connection_table（connection?6?16））;
????average_pooling_layer?S4（10?10?16?2）;
????convolutional_layer?C5（5?5?5?16?120）;
????fully_connected_layer?F6（120?10）;

????assert（C1.param_size（）?==?156?&&?C1.connection_size（）?==?122304）;
????assert（S2.param_size（）?==?12?&&?S2.connection_size（）?==?5880）;
????assert（C3.param_size（）?==?1516?&&?C

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----

????.......???????483??2014-02-11?06:00??cnn_vs2012\.gitattributes

????.......??????2107??2014-02-11?06:00??cnn_vs2012\.gitignore

????.......??????2053??2014-02-11?06:00??cnn_vs2012\README.md

????.......??????3628??2014-02-11?06:00??cnn_vs2012\include\activation_function.h

????.......??????3501??2014-02-11?06:00??cnn_vs2012\include\average_pooling_layer.h

????.......??????1920??2014-02-11?06:00??cnn_vs2012\include\config.h

????.......??????6262??2014-02-11?06:00??cnn_vs2012\include\convolutional_layer.h

????.......??????1966??2014-02-11?06:00??cnn_vs2012\include\deform.h

????.......??????5793??2014-02-11?06:00??cnn_vs2012\include\fixed_point.h

????.......??????5041??2014-02-11?06:00??cnn_vs2012\include\fully_connected_layer.h

????.......??????4636??2014-02-11?06:00??cnn_vs2012\include\image.h

????.......?????10225??2014-02-11?06:00??cnn_vs2012\include\layer.h

????.......??????2097??2014-02-11?06:00??cnn_vs2012\include\loss_function.h

????.......??????4612??2014-02-11?06:00??cnn_vs2012\include\mnist_parser.h

????.......?????13429??2014-02-11?06:00??cnn_vs2012\include\network.h

????.......??????2731??2014-02-11?06:00??cnn_vs2012\include\optimizer.h

????.......??????8703??2014-02-11?06:00??cnn_vs2012\include\partial_connected_layer.h

????.......?????23363??2014-02-11?06:00??cnn_vs2012\include\picotest.h

????.......?????12527??2014-02-11?06:00??cnn_vs2012\include\product.h

????.......??????1910??2014-02-11?06:00??cnn_vs2012\include\tiny_cnn.h

????.......??????5446??2014-02-11?06:00??cnn_vs2012\include\util.h

????.......??????6757??2014-02-11?06:00??cnn_vs2012\src\main.cpp

????.......?????15168??2014-02-11?06:00??cnn_vs2012\src\test.cpp

????.......???????352??2014-02-11?06:00??cnn_vs2012\src\wscript

????.......??????2039??2014-02-11?06:00??cnn_vs2012\vc\cnn.vcxproj.filters

????.......???7840016??2014-02-11?06:00??cnn_vs2012\vc\t10k-images.idx3-ubyte

????.......?????10008??2014-02-11?06:00??cnn_vs2012\vc\t10k-labels.idx1-ubyte

????.......??????1936??2014-02-11?06:00??cnn_vs2012\vc\test.vcxproj.filters

????.......??????1320??2014-02-11?06:00??cnn_vs2012\vc\tiny_cnn.sln

????.......??????5856??2014-02-11?06:00??cnn_vs2012\vc\tiny_cnn.vcxproj

............此處省略12個文件信息