example_fclayer_create.cpp

 
#include <Pds/Ra>
#include <Pds/Nn>
 
int main(void)
{
    // Layer with {2 inputs, 3 outputs, sigmoid, random weights}
    Pds::FCLayer L0=Pds::FCLayer(2,3);
    L0.PrintStylized("\nL0:\n");
    
    // Layer with {2 inputs, 3 outputs, tanh, random weights}
    Pds::FCLayer L1=Pds::FCLayer(2,3,Pds::Tanh,Pds::DTanh);
    L1.PrintStylized("\nL1:\n");
    
    Pds::Matrix W(3,5);    
    W.FillRandU(0,1);   W.Print("W:\n");
    
    // Layer with {4 inputs, 3 outputs, sigmoid, W}
    Pds::FCLayer L2=Pds::FCLayer(W);
    L2.PrintStylized("\nL2:\n");
    
    // Layer with {4 inputs, 3 outputs, tanh, W}
    Pds::FCLayer L3=Pds::FCLayer(W,Pds::Tanh,Pds::DTanh);
    L3.PrintStylized("\nL3:\n");
    
    // Unusable empty layer
    Pds::FCLayer L5;
    L5.PrintStylized("\nL5:\n");
    
    return 0;
}