aimodel Struct Reference

AIfES artificial neural network model. More...

#include <aifes_core.h>

Data Fields
ailayer_t *	input_layer
	Input layer of the model that gets the input data.
ailayer_t *	output_layer
	Output layer of the model. More...
uint16_t	layer_count
	Total number of layers of the model (usually autogenerated).
uint16_t	trainable_params_count
	Total number of trainable parameter tensors.
ailoss_t *	loss
	The loss or cost function of the model (only for training).

Detailed Description

AIfES artificial neural network model.

This structure holds the model structure and compute graph of the ANN. (Refer to aifes_core.h for a structural overview)
A aimodel contains several layers that are connected in a list or graph structure.
When the model should be trained, a loss function is required. Otherwise it can be set to NULL.

Field Documentation

output_layer

ailayer_t* output_layer

Output layer of the model.

The output of a forwad pass is available in the result tensor of this layer.

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The documentation for this struct was generated from the following file:

• aifes_core.h