ailayer_dense_default.h

Go to the documentation of this file.

 
#ifndef AILAYER_DENSE_DEFAULT
#define AILAYER_DENSE_DEFAULT
 
#include "basic/base/ailayer/ailayer_dense.h"
 
#include "basic/default/aimath/aimath_f32_default.h"
#include "basic/default/aimath/aimath_q31_default.h"
#include "basic/default/aimath/aimath_q7_default.h"
 
#define AILAYER_DENSE_F32_M(neurons, weights, bias)  {{0,},neurons,{0,0,0,0,(float *) weights},{0,0,0,0,(float *) bias}}
#define AILAYER_DENSE_F32_A(neurons)                 {{0,},neurons,{0,0,0,0,0},{0,0,0,0,0}}
#define AILAYER_DENSE_Q31_M(neurons, weights, weights_qparams, bias, bias_qparams, result_qparams)  {{0,0,0,0,0,0,0,{0,0,0,result_qparams,0}},neurons,{0,0,0,weights_qparams,(float *) weights},{0,0,0,bias_qparams,(float *) bias},}
#define AILAYER_DENSE_Q31_A(neurons)                 {{0,},neurons,{0,0,0,0,0},{0,0,0,0,0}}
#define AILAYER_DENSE_Q7_M(neurons, weights, weights_qparams, bias, bias_qparams, result_qparams)  {{0,0,0,0,0,0,0,{0,0,0,result_qparams,0}},neurons,{0,0,0,weights_qparams,(float *) weights},{0,0,0,bias_qparams,(float *) bias},}
#define AILAYER_DENSE_Q7_A(neurons)                  {{0,},neurons,{0,0,0,0,0},{0,0,0,0,0}}
 
typedef struct ailayer_dense    ailayer_dense_f32_t;
typedef struct ailayer_dense    ailayer_dense_q31_t;
typedef struct ailayer_dense    ailayer_dense_q7_t;
 
ailayer_t *ailayer_dense_f32_default(ailayer_dense_f32_t *layer, ailayer_t *input_layer);
 
ailayer_t *ailayer_dense_wt_f32_default(ailayer_dense_f32_t *layer, ailayer_t *input_layer);
 
ailayer_t *ailayer_dense_q31_default(ailayer_dense_q31_t *layer, ailayer_t *input_layer);
 
ailayer_t *ailayer_dense_q7_default(ailayer_dense_q7_t *layer, ailayer_t *input_layer);
 
ailayer_t *ailayer_dense_wt_q7_default(ailayer_dense_q7_t *layer, ailayer_t *input_layer);
 
void ailayer_dense_init_params_f32_default(ailayer_t *self);
 
void ailayer_dense_init_params_q31_default(ailayer_t *self);
 
 
void ailayer_dense_quantize_q7_from_f32(ailayer_dense_f32_t *f32_layer_ptr, ailayer_dense_q7_t *q7_layer_ptr);
 
#endif // AILAYER_DENSE_DEFAULT