AIFES_E_model_parameter_fnn_f32 Struct Reference

Parameters for the FNN model. More...

#include <aifes_express_f32_fnn.h>

Data Fields
uint32_t	layer_count
	Count of all layers, including input and output layers.
uint32_t *	fnn_structure
	Pointer to the network structure.
AIFES_E_activations *	fnn_activations
	Pointer to the activation function list (AIFES_E_activations)
void *	flat_weights
	Pointer to the array with the weights.

Detailed Description

Parameters for the FNN model.

This structure contains all parameters for the creation of the model.

Example:
In this example, a 2-3-1 FNN is generated. The hidden layer and the output layer use a sigmoid activation function

uint32_t nn_structure[3] = {2,3,1};
 
AIFES_E_activations nn_activations[2];
nn_activations[0] = AIfES_E_sigmoid;
nn_activations[1] = AIfES_E_sigmoid;
 
float weights[] = {-10.1164f, -8.4212f, 5.4396f, 7.297f, -7.6482f, -9.0155f, -2.9653f,
                    2.3677f, -1.5968f, 12.0305f, -6.5858f, 11.9371f,-5.4247f};
 
AIFES_E_model_parameter_fnn_f32 nn;
nn.layer_count = 3;
nn.fnn_structure = nn_structure;
nn.fnn_activations = nn_activations;
nn.flat_weights = weights;

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

• aifes_express_f32_fnn.h