AIfES 2  2.0.0
ailoss_mse_default.h File Reference

Default implementation of the Mean Squared Error loss . More...

Go to the source code of this file.

Typedefs

typedef struct ailoss_mse ailoss_mse_f32_t
 

Functions

ailoss_tailoss_mse_f32_default (ailoss_mse_f32_t *loss, ailayer_t *input_layer)
 Initializes and connect a Mean Squared Error loss with the F32 default implementation. More...
 

Detailed Description

Default implementation of the Mean Squared Error loss .

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 Mean Squared Error loss in F32 data-type. For more information about the Mean Squared Error loss refer to ailoss_mse.h.

Function Documentation

◆ ailoss_mse_f32_default()

ailoss_t* ailoss_mse_f32_default ( ailoss_mse_f32_t loss,
ailayer_t input_layer 
)

Initializes and connect a Mean Squared Error loss with the F32 default implementation.

Example: Create the loss structure:

General Mean Squared Error (MSE) loss struct.
Definition: ailoss_mse.h:53

Example: Initialize and connect the loss to the layer structure:

aimodel_t model;
...
model.loss = ailoss_mse_f32_default(&mse_loss, model.output_layer);
ailoss_t * ailoss_mse_f32_default(ailoss_mse_f32_t *loss, ailayer_t *input_layer)
Initializes and connect a Mean Squared Error loss with the F32 default implementation.
AIfES artificial neural network model.
Definition: aifes_core.h:180
ailayer_t * output_layer
Output layer of the model.
Definition: aifes_core.h:182
ailoss_t * loss
The loss or cost function of the model (only for training).
Definition: aifes_core.h:187
Parameters
*lossThe loss structure to initialize.
*input_layerThe output layer of the model.
Returns
The (successfully) initialized loss structure.