AIfES 2 core interface. More...

Data Structures
struct	aicore_layertype
	Type indicator of the layer. More...

struct	aicore_losstype
	Type indicator of the loss to check for the loss type. More...

struct	aicore_optitype
	Type indicator of the optimizer to check for the optimizer type. More...

struct	aimodel
	AIfES artificial neural network model. More...

struct	ailayer
	AIfES layer interface. More...

struct	ailoss
	AIfES loss interface. More...

struct	aiopti
	AIfES optimizer interface. More...

Typedefs
typedef struct ailayer	ailayer_t

typedef struct ailoss	ailoss_t

typedef struct aimodel	aimodel_t

typedef struct aiopti	aiopti_t

typedef struct aicore_layertype	aicore_layertype_t

typedef struct aicore_losstype	aicore_losstype_t

typedef struct aicore_optitype	aicore_optitype_t

Detailed Description

AIfES 2 core interface.

Copyright: Copyright (C) 2020-2023 Fraunhofer Institute for Microelectronic Circuits and Systems. All rights reserved.

AIfES is free software: you can redistribute it and/or modify it under the terms of the GNU Affero 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 Affero General Public License for more details.

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

This interface defines the functional modules of AIfES 2 like model, layer, loss and optimizer.

The structure of an aimodel and its components can look like in the following example for a simple multilayer perceptron - MLP:

Data Structures