example_fclayer_export.cpp

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

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

Para executar o programa:

./example_fclayer_export

Retornando por consola:

L1:
     Nin: 3
    Nout: 2
 ActFunc: Pds::Tanh
DActFunc: Pds::DTanh
       W: 
0.53763086114909        0.36954202465847        0.56382463392773        -0.87250749271152
-0.22063468437125       -1.3938059648353        -0.7925277058445        2.1272209970701

L2:
     Nin: 3
    Nout: 2
 ActFunc: Pds::Tanh
DActFunc: Pds::DTanh
       W: 
0.53763086114909        0.36954202465847        0.56382463392773        -0.87250749271152
-0.22063468437125       -1.3938059648353        -0.7925277058445        2.1272209970701

Código example_fclayer_export.cpp:

 
#include <Pds/Ra>
#include <Pds/Nn>
 
int main(void)
{
    // Creating the layer with random init
    Pds::FCLayer L1=Pds::FCLayer(3,2,Pds::Tanh,Pds::DTanh);
    L1.PrintStylized("\nL1:\n");
    
    // Save layer in file
    std::ofstream myfile;
    myfile.open("filedat1.txt");
    L1.SaveInStream(myfile);
    myfile.close();
    
    // Creating empty layer
    Pds::FCLayer L2;
    
    // Load layer from file
    std::ifstream ifs("filedat1.txt", std::ifstream::in);
    Pds::Nn::DefaultActFunc =Pds::Sigmoid;
    Pds::Nn::DefaultDActFunc=Pds::DSigmoid;
    L2.LoadFromStream(ifs);
    ifs.close();
    
    L2.PrintStylized("\nL2:\n");
    
    Pds::FCLayer L3=Pds::FCLayer(2,3,Pds::Tanh,Pds::DTanh);
    myfile.open("FCLayer.xml");
    L3.ExportXmlToStream(myfile);
    myfile.close();
    
    return 0;
}