blame | history | patch | commit | commitdiff | ignore whitespace
AlexeyAB
2017-10-21 ae74d0ef31485f84e1856b4733135d2753dbb033 
 src/connected_layer.h


@@ -1,21 +1,27 @@


#ifndef CONNECTED_LAYER_H


#define CONNECTED_LAYER_H




typedef struct{


    int inputs;


    int outputs;


    double *weights;


    double *biases;


    double *weight_updates;


    double *bias_updates;


    double *output;


} connected_layer;


#include "activations.h"


#include "layer.h"


#include "network.h"




connected_layer make_connected_layer(int inputs, int outputs);


void run_connected_layer(double *input, connected_layer layer);


void backpropagate_connected_layer(double *input, connected_layer layer);


void calculate_updates_connected_layer(double *input, connected_layer layer);


void update_connected_layer(connected_layer layer, double step);


typedef layer connected_layer;




connected_layer make_connected_layer(int batch, int inputs, int outputs, ACTIVATION activation, int batch_normalize);




void forward_connected_layer(connected_layer layer, network_state state);


void backward_connected_layer(connected_layer layer, network_state state);


void update_connected_layer(connected_layer layer, int batch, float learning_rate, float momentum, float decay);


void denormalize_connected_layer(layer l);


void statistics_connected_layer(layer l);




#ifdef GPU


void forward_connected_layer_gpu(connected_layer layer, network_state state);


void backward_connected_layer_gpu(connected_layer layer, network_state state);


void update_connected_layer_gpu(connected_layer layer, int batch, float learning_rate, float momentum, float decay);


void push_connected_layer(connected_layer layer);


void pull_connected_layer(connected_layer layer);


#endif




#endif