example_fcnn_create.cpp

Programa para el testeo de las funciones Fully Connected Layer.Para compilar o código example_fcnn_create.cpp:

g++ -static -o example_fcnn_create example_fcnn_create.cpp -lpdsramm -lpdsnnmm 

Para executar o programa:

./example_fcnn_create

Retornando por consola:

NN0:
4
2       16      4       1

L[0]
     Nin: 2
    Nout: 16
 FuncAct: 0x7ff9a53afd60
DFuncAct: 0x7ff9a53af610
       W: 
0.481935823095  0.30495568332493        0.71208725995947
0.18255578735031        0.62182282126594        0.040864302795783
0.41398373963962        0.69598379111662        0.67393649633691
0.63764015288914        0.34711587305512        0.18462246758147
0.60910586202941        0.62715788633896        0.73072934557252
0.32837443814072        0.74043844115941        0.20221277428894
0.9209143570256 0.68475653682126        0.65313033231214
0.25726548221766        0.53244097276239        0.087643628049476
0.26049694244773        0.87738392775756        0.68612492768379
0.093740236057779       0.11127563198622        0.36160090768784
0.57669051577183        0.59321145508122        0.66655659101277
0.28877777526564        0.77576724289719        0.28837941181305
0.32964207852708        0.18975098207116        0.98436320292967
0.0035785743983363      0.82739113542595        0.33147907551913
0.18820104197981        0.43649699698971        0.95863696185808
0.91893038801799        0.76487143513042        0.69907540301749

L[1]
     Nin: 16
    Nout: 4
 FuncAct: 0x7ff9a53afd60
DFuncAct: 0x7ff9a53af610
       W: 
0.12114316184127        0.68578579169036        0.38383193937309        0.77427349461907        0.94305127437369        0.91627291213547        0.86191712266855        0.20354821635575        0.79365683942738        0.54804204988668        0.29728845241353        0.9049324714136 0.90964295757452        0.87397896818536        0.49814392649482        0.57619954812163        0.162756743451
0.27391116892635        0.86457896040034        0.49239882197808        0.46366215099751        0.84894216286435        0.49597739637642        0.2910532859578 0.18042123838347        0.68417843882189        0.72755028341317        0.1390581997759 0.60310882637422        0.49242171807793        0.83813360279339        0.72425198821549        0.17820750976829        0.22196554216648
0.4985254823689 0.12125878367632        0.13823845383629        0.36044260457179        0.32480700003207        0.93189529372933        0.90848465445847        0.6220954524456 0.83682776467727        0.81812761156733        0.49607442016531        0.33497169070643        0.39432715968896        0.65883116361631        0.60888285963278        0.25890611962364        0.15122998512873
0.072545010630295       0.10784828202233        0.64720738197081        0.3635982965881 0.28826952040581        0.33138582032704        0.091148579535609       0.42732772064736        0.93449464670126        0.5835702980792 0.26546132297509        0.65874663445109        0.76177780784749        0.48742686514157        0.15727211681999        0.88303659152381        0.62566531944352

L[2]
     Nin: 4
    Nout: 1
 FuncAct: 0x7ff9a53afd60
DFuncAct: 0x7ff9a53af610
       W: 
0.51771472139178        0.20784359109022        0.55756061270719        0.42619937585024        0.82993904353582

Código example_fcnn_create.cpp:

 
#include <Pds/Ra>
#include <Pds/Nn>
 
int main(void)
{
    std::vector<unsigned int> N={2,16,4,1};
    
    Pds::FCNn NN0=Pds::FCNn(N,Pds::Tanh,Pds::DTanh);
    
    NN0.PrintStylized("\nNN0:\n"); 
    NN0.Summary(); 
       
    return 0;
}