example_conv2dlayer_export_xml.cpp

Programa para el testeo de las funciones Fully Connected Layer.Para compilar o código example_conv2dlayer_export_xml.cpp:

g++ -static -o example_conv2dlayer_export_xml example_conv2dlayer_export_xml.cpp -lpdsramm -lpdsnnmm 

Para executar o programa:

./example_conv2dlayer_export_xml

Retornando por consola:

Código example_conv2dlayer_export_xml.cpp:

 
#include <Pds/Ra>
#include <Pds/Nn>
 
int main(void)
{
    unsigned int Nout=2;
    unsigned int Nin=2;
 
    // Tensor with Nout filters of Nin channels of size 3x3.
    Pds::TensorBlock W=Pds::Matrix::RandNTensorBlock(Nout,Nin,Pds::Size(1,3));
    
    // Creating a convolutional 2D Layer
    Pds::Conv2DLayer Conv(W,Pds::Identity,Pds::DIdentity,{1, 1},Pds::Ra::Same);
    
    // Saving the convolutional layer.
    std::string str=Conv.ExportXmlToString();
    std::cout<<str<<"\n";
    
    std::ofstream myfile("Conv2DLayer1.xml", std::ofstream::out);
    Conv.ExportXmlToStream(myfile);
    myfile.close();
    
    
    // Loading the convolutional layer.
    Pds::Conv2DLayer Conv2;
    Conv2.ImportXmlFromString(str);
    Conv2.PrintStylized("Conv:\n");
    
    return 0;
}