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;
}