blame | history | patch | commit | commitdiff | ignore whitespace
Joseph Redmon
2016-08-11 aebe937710ced03d03f73ab23f410f29685655c1 
 src/connected_layer.h


@@ -2,48 +2,22 @@


#define CONNECTED_LAYER_H




#include "activations.h"


#include "params.h"


#include "layer.h"


#include "network.h"




typedef struct{


    int batch;


    int inputs;


    int outputs;


    float *weights;


    float *biases;


typedef layer connected_layer;




    float *weight_updates;


    float *bias_updates;




    float *weight_prev;


    float *bias_prev;




    float *output;


    float *delta;


    


    #ifdef GPU


    float * weights_gpu;


    float * biases_gpu;




    float * weight_updates_gpu;


    float * bias_updates_gpu;




    float * output_gpu;


    float * delta_gpu;


    #endif


    ACTIVATION activation;




} connected_layer;




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


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, float learning_rate, float momentum, float decay);


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


void denormalize_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, float learning_rate, float momentum, float decay);


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