2013-11-04 23:11:01 +04:00
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#ifndef MAXPOOL_LAYER_H
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#define MAXPOOL_LAYER_H
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#include "image.h"
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2015-01-23 03:38:24 +03:00
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#include "cuda.h"
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2013-11-04 23:11:01 +04:00
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typedef struct {
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2014-03-13 08:57:34 +04:00
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int batch;
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2013-11-13 22:50:38 +04:00
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int h,w,c;
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2013-11-04 23:11:01 +04:00
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int stride;
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2014-08-08 23:04:15 +04:00
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int size;
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2014-10-17 02:17:23 +04:00
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int *indexes;
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2014-01-29 04:28:42 +04:00
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float *delta;
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float *output;
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2014-10-22 01:49:18 +04:00
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#ifdef GPU
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2015-01-23 03:38:24 +03:00
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int *indexes_gpu;
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float *output_gpu;
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float *delta_gpu;
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2014-10-22 01:49:18 +04:00
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#endif
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2013-11-04 23:11:01 +04:00
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} maxpool_layer;
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2013-11-13 22:50:38 +04:00
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image get_maxpool_image(maxpool_layer layer);
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2014-08-08 23:04:15 +04:00
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maxpool_layer *make_maxpool_layer(int batch, int h, int w, int c, int size, int stride);
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2014-03-13 08:57:34 +04:00
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void resize_maxpool_layer(maxpool_layer *layer, int h, int w, int c);
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2014-08-09 19:16:37 +04:00
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void forward_maxpool_layer(const maxpool_layer layer, float *input);
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2014-10-22 01:49:18 +04:00
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void backward_maxpool_layer(const maxpool_layer layer, float *delta);
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#ifdef GPU
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2015-01-23 03:38:24 +03:00
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void forward_maxpool_layer_gpu(maxpool_layer layer, float * input);
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void backward_maxpool_layer_gpu(maxpool_layer layer, float * delta);
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2014-10-22 01:49:18 +04:00
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#endif
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2013-11-04 23:11:01 +04:00
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#endif
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