AIfES 2  2.0.0
ailoss_crossentropy_default.h
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1 
26 #ifndef AILOSS_CROSSENTROPY_DEFAULT
27 #define AILOSS_CROSSENTROPY_DEFAULT
28 
29 #include "basic/base/ailoss/ailoss_crossentropy.h"
30 
31 #include "basic/default/aimath/aimath_f32_default.h"
32 #include "basic/default/aimath/aimath_q7_default.h"
33 
34 typedef struct ailoss_crossentropy ailoss_crossentropy_f32_t;
35 
68 ailoss_t *ailoss_crossentropy_f32_default(ailoss_crossentropy_f32_t *loss, ailayer_t *input_layer);
69 
103 ailoss_t *ailoss_crossentropy_sum_f32_default(ailoss_crossentropy_f32_t *loss, ailayer_t *input_layer);
136 ailoss_t *ailoss_crossentropy_mean_f32_default(ailoss_crossentropy_f32_t *loss, ailayer_t *input_layer);
137 
178 ailoss_t *ailoss_crossentropy_sparse8_f32_default(ailoss_crossentropy_f32_t *loss, ailayer_t *input_layer);
179 
220 ailoss_t *ailoss_crossentropy_sum_sparse8_f32_default(ailoss_crossentropy_f32_t *loss, ailayer_t *input_layer);
221 
262 ailoss_t *ailoss_crossentropy_mean_sparse8_f32_default(ailoss_crossentropy_f32_t *loss, ailayer_t *input_layer);
263 
264 #endif // AILOSS_CROSSENTROPY_DEFAULT
265 
ailoss_crossentropy.h
Base loss implementation of the Cross-Entropy loss.
ailoss_crossentropy_sparse8_f32_default
ailoss_t * ailoss_crossentropy_sparse8_f32_default(ailoss_crossentropy_f32_t *loss, ailayer_t *input_layer)
Initializes and connect a Cross-Entropy loss with the F32 default implementation for sparse labels ...
ailoss_crossentropy_sum_f32_default
ailoss_t * ailoss_crossentropy_sum_f32_default(ailoss_crossentropy_f32_t *loss, ailayer_t *input_layer)
Initializes and connect a Cross-Entropy loss with the F32 default implementation using a sum reduct...
ailoss_crossentropy_sum_sparse8_f32_default
ailoss_t * ailoss_crossentropy_sum_sparse8_f32_default(ailoss_crossentropy_f32_t *loss, ailayer_t *input_layer)
Initializes and connect a Cross-Entropy loss with the F32 default implementation for sparse labels ...
ailoss_crossentropy_mean_sparse8_f32_default
ailoss_t * ailoss_crossentropy_mean_sparse8_f32_default(ailoss_crossentropy_f32_t *loss, ailayer_t *input_layer)
Initializes and connect a Cross-Entropy loss with the F32 default implementation for sparse labels ...
ailoss_crossentropy_mean_f32_default
ailoss_t * ailoss_crossentropy_mean_f32_default(ailoss_crossentropy_f32_t *loss, ailayer_t *input_layer)
Initializes and connect a Cross-Entropy loss with the F32 default implementation using a mean reduc...
ailoss_crossentropy_f32_default
ailoss_t * ailoss_crossentropy_f32_default(ailoss_crossentropy_f32_t *loss, ailayer_t *input_layer)
Initializes and connect a Cross-Entropy loss with the F32 default implementation using a mean reduc...
aimath_f32_default.h
Math functions for F32 data type, default implementation.
aimath_q7_default.h
Math functions for Q7 data type, default implementation.
ailayer
AIfES layer interface.
Definition: aifes_core.h:252
ailoss_crossentropy
General Cross-Entropy loss struct.
Definition: ailoss_crossentropy.h:62
ailoss
AIfES loss interface.
Definition: aifes_core.h:385