AIfES 2  2.0.0
ailayer_tanh_default.h File Reference

Default implementation of the Tanh layer . More...

Go to the source code of this file.

Typedefs

typedef struct ailayer_tanh ailayer_tanh_f32_t
 

Functions

ailayer_tailayer_tanh_f32_default (ailayer_tanh_f32_t *layer, ailayer_t *input_layer)
 Initializes and connect an Tanh layer with the F32 default implementation. More...
 
uint8_t ailayer_tanh_get_result_bound_f32_default (const ailayer_t *self, const uint8_t selector, void *result_bound)
 Get valid value range of output of tanh layer. More...
 

Detailed Description

Default implementation of the Tanh layer .

Version
2.0alpha

AIfES is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.

You should have received a copy of the GNU General Public License along with this program. If not, see https://www.gnu.org/licenses/.

Hardware independent implementations of the Tanh layer in F32 data-type. For more information about the Tanh layer refer to ailayer_tanh.h.

Function Documentation

◆ ailayer_tanh_f32_default()

ailayer_t* ailayer_tanh_f32_default ( ailayer_tanh_f32_t layer,
ailayer_t input_layer 
)

Initializes and connect an Tanh layer with the F32 default implementation.

Example: Create the layer structure:

ailayer_tanh_f32_t tanh_layer;
General Tanh layer struct.
Definition: ailayer_tanh.h:50

Example: Initialize and connect the layer:

x = ailayer_tanh_f32_default(&tanh_layer, x);
ailayer_t * ailayer_tanh_f32_default(ailayer_tanh_f32_t *layer, ailayer_t *input_layer)
Initializes and connect an Tanh layer with the F32 default implementation.

Initializes the tanh layer structure with the float 32 default implementation

Parameters
*layerThe layer structure to initialize.
*input_layerThe prior layer.
Returns
The (successfully) initialized layer structure.

◆ ailayer_tanh_get_result_bound_f32_default()

uint8_t ailayer_tanh_get_result_bound_f32_default ( const ailayer_t self,
const uint8_t  selector,
void *  result_bound 
)

Get valid value range of output of tanh layer.

Gives the upper and lower bound of the results obtained by interference with the tanh activation function

Parameters
*selfthe layer to get the upper and lower limit for
*selectorthe type of the bound (result/deltas, upper/lower)
*result_boundvalue of the limit, if exists
Returns
TRUE or FALSE in case no limit exists