AIfES 2  2.0.0
ailayer_elu.h
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1 
40 #ifndef ELU_LAYER
41 #define ELU_LAYER
42 
43 #include "core/aifes_core.h"
44 
45 typedef struct ailayer_elu ailayer_elu_t;
46 
50 struct ailayer_elu {
59  void *alpha;
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81  void (*elu)(const aitensor_t *x, const void *alpha, aitensor_t *result);
82 
96  void (*d_elu)(const aitensor_t *x, const void *alpha, aitensor_t *result);
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105  void (*multiply)(const aitensor_t *a, const aitensor_t *b, aitensor_t *result);
106 
108 };
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187 
188 #ifdef AIDEBUG_PRINT_MODULE_SPECS
194 #endif // AIDEBUG_PRINT_MODULE_SPECS
195 
196 #endif // ELU_LAYER
AIfES 2 core interface.
void ailayer_elu_forward(ailayer_t *self)
Calculate the forward pass for given ELU layer.
const aicore_layertype_t * ailayer_elu_type
ELU layer type.
void ailayer_elu_backward(ailayer_t *self)
Calculate the backward pass for the given ELU layer.
ailayer_t * ailayer_elu(ailayer_elu_t *layer, ailayer_t *input_layer)
Initialize and connect the given ELU layer.
void ailayer_elu_print_specs(const ailayer_t *self)
Print the layer specification.
void ailayer_elu_calc_result_shape(ailayer_t *self)
Calculate the shape of the result tensor.
Type indicator of the layer.
Definition: aifes_core.h:82
General ELU layer struct.
Definition: ailayer_elu.h:50
void(* d_elu)(const aitensor_t *x, const void *alpha, aitensor_t *result)
Required math function: Derivative of ELU.
Definition: ailayer_elu.h:96
void(* multiply)(const aitensor_t *a, const aitensor_t *b, aitensor_t *result)
Required math function: Element wise tensor multiplication.
Definition: ailayer_elu.h:105
const aimath_dtype_t * alpha_dtype
Data type of scalar parameter .
Definition: ailayer_elu.h:60
void * alpha
Parameter used to calculate ELU function for input values < 0.
Definition: ailayer_elu.h:59
ailayer_t base
Inherited field members from general ailayer struct.
Definition: ailayer_elu.h:51
void(* elu)(const aitensor_t *x, const void *alpha, aitensor_t *result)
Required math function: ELU.
Definition: ailayer_elu.h:81
AIfES layer interface.
Definition: aifes_core.h:252
Indicator for the used datatype.
Definition: aifes_math.h:44
A tensor in AIfES.
Definition: aifes_math.h:89