ailayer_softsign.h

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#ifndef SOFTSIGN_LAYER
#define SOFTSIGN_LAYER
 
#include "core/aifes_core.h"
 
typedef struct ailayer_softsign     ailayer_softsign_t;
 
struct ailayer_softsign {
    ailayer_t base; 
 
    void (*softsign)(const aitensor_t *x, aitensor_t *result);
 
    void (*d_softsign)(const aitensor_t *softsign_x, aitensor_t *result);
 
    void (*multiply)(const aitensor_t *a, const aitensor_t *b, aitensor_t *result);
 
};
 
extern const aicore_layertype_t *ailayer_softsign_type;
 
ailayer_t *ailayer_softsign(ailayer_softsign_t *layer, ailayer_t *input_layer);
 
void ailayer_softsign_forward(ailayer_t *self);
 
void ailayer_softsign_backward(ailayer_t *self);
 
void ailayer_softsign_calc_result_shape(ailayer_t *self);
 
#ifdef AIDEBUG_PRINT_MODULE_SPECS
void ailayer_softsign_print_specs(const ailayer_t *self);
#endif // AIDEBUG_PRINT_MODULE_SPECS
 
#endif // SOFTSIGN_LAYER