example_fclayer_predict.cpp

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

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

Para executar o programa:

./example_fclayer_predict

Retornando por consola:

<<Layer>>:
     Nin: 5
    Nout: 2
 FuncAct: 0x7f963a8bf3e0
DFuncAct: 0x7f963a8bf420
       W: 
0.53763086114909        0.36954202465847        0.56382463392773        -0.87250749271152       -0.22063468437125       -1.3938059648353
-0.7925277058445        2.1272209970701 -1.045855489402 0.86048864346136        0.74207001785205        1.1751184865889

<<Out>>
0.99695233289611  
-0.93276006133987 

<<Out>>
0.99695233289611  
-0.93276006133987 

<<Out>>
0.99695233289611  
-0.93276006133987 
<<Z>>
3.2425005248997  
-1.6792184738059

Código example_fclayer_predict.cpp:

 
#include <Pds/Ra>
#include <Pds/Nn>
 
int main(void)
{
    Pds::Vector In="1 4 1 2 -1";   
    Pds::Vector Out(2);
    Pds::Vector Z(2);
    
    Pds::FCLayer Layer=Pds::FCLayer(5,2,Pds::Tanh,Pds::DTanh);
    Layer.PrintStylized("<<Layer>>:\n");
    
    Out=Layer.Predict(In);
    Out.T().Print("\n<<Out>>\n");
    
    Layer.Predict(In,Out);
    Out.T().Print("\n<<Out>>\n");
    
    Layer.Predict(In,Out,Z);
    Out.T().Print("\n<<Out>>\n");
    Z.T().Print("<<Z>>\n");
    Z.Apply(Pds::Sigmoid);
    Z.T().Print("<<Z>>\n");
    
    Pds::TensorBlock Block;
    Block=Layer.PredictTensor({{In.T()}});
    Block[0][0].Print("\n<<Block>>\n");
    
    return 0;
}