ailayer_sigmoid.h

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#ifndef SIGMOID_LAYER
#define SIGMOID_LAYER
 
#include "core/aifes_core.h"
 
typedef struct ailayer_sigmoid  ailayer_sigmoid_t;
 
struct ailayer_sigmoid {
    ailayer_t base; 
 
    void (*sigmoid)(const aitensor_t *x, aitensor_t *result);
 
    void (*d_sigmoid)(const aitensor_t *sigmoid_x, aitensor_t *result);
 
    void (*multiply)(const aitensor_t *a, const aitensor_t *b, aitensor_t *result);
 
};
 
extern const aicore_layertype_t *ailayer_sigmoid_type;
 
ailayer_t *ailayer_sigmoid(ailayer_sigmoid_t *layer, ailayer_t *input_layer);
 
void ailayer_sigmoid_forward(ailayer_t *self);
 
void ailayer_sigmoid_backward(ailayer_t *self);
 
void ailayer_sigmoid_calc_result_shape(ailayer_t *self);
 
uint32_t ailayer_sigmoid_sizeof_bwdmem(const ailayer_t *self);
 
#ifdef AIDEBUG_PRINT_MODULE_SPECS
void ailayer_sigmoid_print_specs(const ailayer_t *self);
#endif // AIDEBUG_PRINT_MODULE_SPECS
 
#endif // SIGMOID_LAYER