12#ifndef MLPACK_METHODS_ANN_LAYER_CONCAT_PERFORMANCE_HPP
13#define MLPACK_METHODS_ANN_LAYER_CONCAT_PERFORMANCE_HPP
17#include <boost/ptr_container/ptr_vector.hpp>
35 typename OutputLayerType = NegativeLogLikelihood<>,
36 typename InputDataType = arma::mat,
37 typename OutputDataType = arma::mat
49 OutputLayerType&& outputLayer = OutputLayerType());
58 double Forward(
const arma::Mat<eT>& input, arma::Mat<eT>& target);
73 const arma::Mat<eT>& target,
74 arma::Mat<eT>& output);
82 OutputDataType&
Delta()
const {
return delta; }
84 OutputDataType&
Delta() {
return delta; }
87 size_t InSize()
const {
return inSize; }
92 template<
typename Archive>
100 OutputLayerType outputLayer;
103 OutputDataType delta;
106 OutputDataType outputParameter;
113#include "concat_performance_impl.hpp"
Linear algebra utility functions, generally performed on matrices or vectors.
The core includes that mlpack expects; standard C++ includes and Armadillo.