We do our OWN resizing!

Joseph Redmon

2015-03-28 f98bf6bbdb5ed81f2ea2071ad8e705130f7ba596

 src/connected_layer.h

@@ -2,8 +2,10 @@
#define CONNECTED_LAYER_H

#include "activations.h"
#include "params.h"

typedef struct{
    int batch;
    int inputs;
    int outputs;
    float *weights;
@@ -12,23 +14,39 @@
    float *weight_updates;
    float *bias_updates;

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

void forward_connected_layer(connected_layer layer, float *input);
void backward_connected_layer(connected_layer layer, float *input, float *delta);
void learn_connected_layer(connected_layer layer, float *input);
void update_connected_layer(connected_layer layer, float step, float momentum, float decay);
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);

#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