blame | history | patch | commit | commitdiff | ignore whitespace
Ade
2018-05-06 a1c5bae6fbc57f1b0915139291b4c3ba3b093f30 
 src/connected_layer.h


@@ -2,33 +2,26 @@


#define CONNECTED_LAYER_H




#include "activations.h"


#include "layer.h"


#include "network.h"




typedef struct{


    int inputs;


    int outputs;


    double *weights;


    double *biases;


typedef layer connected_layer;




    double *weight_updates;


    double *bias_updates;


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




    double *weight_momentum;


    double *bias_momentum;


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);




    double *output;


    double *delta;




    double (* activation)();


    double (* gradient)();


} connected_layer;




connected_layer *make_connected_layer(int inputs, int outputs, ACTIVATION activator);




void forward_connected_layer(connected_layer layer, double *input);


void backward_connected_layer(connected_layer layer, double *input, double *delta);


void learn_connected_layer(connected_layer layer, double *input);


void update_connected_layer(connected_layer layer, double step, double momentum, double decay);




#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