Stable, needs to be way faster

Joseph Redmon

2015-01-14 08b757a0bf76efe8c76b453063a1bb19315bcaa6

 src/connected_layer.h

@@ -18,11 +18,8 @@
    float *weight_updates;
    float *bias_updates;

    float *weight_adapt;
    float *bias_adapt;

    float *weight_momentum;
    float *bias_momentum;
    float *weight_prev;
    float *bias_prev;

    float *output;
    float *delta;
@@ -34,9 +31,6 @@
    cl_mem weight_updates_cl;
    cl_mem bias_updates_cl;

    cl_mem weight_momentum_cl;
    cl_mem bias_momentum_cl;

    cl_mem output_cl;
    cl_mem delta_cl;
    #endif
@@ -44,12 +38,20 @@

} connected_layer;

void secret_update_connected_layer(connected_layer *layer);
connected_layer *make_connected_layer(int batch, int inputs, int outputs, ACTIVATION activation, float learning_rate, float momentum, float decay);

void forward_connected_layer(connected_layer layer, float *input);
void backward_connected_layer(connected_layer layer, float *input, float *delta);
void update_connected_layer(connected_layer layer);

#ifdef GPU
void forward_connected_layer_gpu(connected_layer layer, cl_mem input);
void backward_connected_layer_gpu(connected_layer layer, cl_mem input, cl_mem delta);
void update_connected_layer_gpu(connected_layer layer);
void push_connected_layer(connected_layer layer);
void pull_connected_layer(connected_layer layer);
#endif

#endif