| | |
| | | #define MAXPOOL_LAYER_H |
| | | |
| | | #include "image.h" |
| | | #include "opencl.h" |
| | | #include "params.h" |
| | | #include "cuda.h" |
| | | |
| | | typedef struct { |
| | | int batch; |
| | |
| | | float *delta; |
| | | float *output; |
| | | #ifdef GPU |
| | | cl_mem indexes_cl; |
| | | cl_mem output_cl; |
| | | cl_mem delta_cl; |
| | | int *indexes_gpu; |
| | | float *output_gpu; |
| | | float *delta_gpu; |
| | | #endif |
| | | } maxpool_layer; |
| | | |
| | | image get_maxpool_image(maxpool_layer layer); |
| | | maxpool_layer *make_maxpool_layer(int batch, int h, int w, int c, int size, int stride); |
| | | void resize_maxpool_layer(maxpool_layer *layer, int h, int w, int c); |
| | | void forward_maxpool_layer(const maxpool_layer layer, float *input); |
| | | void backward_maxpool_layer(const maxpool_layer layer, float *delta); |
| | | void resize_maxpool_layer(maxpool_layer *layer, int h, int w); |
| | | void forward_maxpool_layer(const maxpool_layer layer, network_state state); |
| | | void backward_maxpool_layer(const maxpool_layer layer, network_state state); |
| | | |
| | | #ifdef GPU |
| | | void forward_maxpool_layer_gpu(maxpool_layer layer, cl_mem input); |
| | | void backward_maxpool_layer_gpu(maxpool_layer layer, cl_mem delta); |
| | | void forward_maxpool_layer_gpu(maxpool_layer layer, network_state state); |
| | | void backward_maxpool_layer_gpu(maxpool_layer layer, network_state state); |
| | | #endif |
| | | |
| | | #endif |