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| #ifndef CONVOLUTIONAL_LAYER_H
| #define CONVOLUTIONAL_LAYER_H
|
| #include "image.h"
|
| typedef struct {
| int n;
| int stride;
| image *kernels;
| image *kernel_updates;
| image upsampled;
| image output;
| } convolutional_layer;
|
| convolutional_layer *make_convolutional_layer(int h, int w, int c, int n, int size, int stride);
| void run_convolutional_layer(const image input, const convolutional_layer layer);
| void learn_convolutional_layer(image input, convolutional_layer layer);
| void update_convolutional_layer(convolutional_layer layer, double step);
| void backpropagate_convolutional_layer(image input, convolutional_layer layer);
| void backpropagate_convolutional_layer_convolve(image input, convolutional_layer layer);
|
| #endif
|
|
