example_fcnn_saveload.cpp

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

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

Para executar o programa:

./example_fcnn_saveload

Retornando por consola:

In:
-4 -4 
Out1:
0.57921104913516 

In:
-4 -4 
Out2:
0.57921104913514 

Código example_fcnn_saveload.cpp:

 
#include <Pds/Ra>
#include <Pds/Nn>
 
int main(void)
{
    Pds::Vector In="-4 -4";
    Pds::Vector Out1(1);
    Pds::Vector Out2(1);
    std::vector<unsigned int> N={2,16,4,1};
    
    // Save
    Pds::FCNn NN1=Pds::FCNn(N,Pds::Tanh,Pds::DTanh);
    
    NN1.Predict(In,Out1);
    In.T().Print("In:\n");
    Out1.Print("Out1:\n");
    
    NN1.Save("data1.txt");
    std::cout<<std::endl;
    
    // Load
    Pds::Nn::DefaultActFunc=Pds::Tanh;
    Pds::Nn::DefaultDActFunc=Pds::DTanh;
    Pds::FCNn NN2("data1.txt");
    
    NN2.Predict(In,Out2);
    In.T().Print("In:\n");
    Out2.Print("Out2:\n");
    
    return 0;
}