2022-10-04 12:43:37 +02:00
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#include "struct.h"
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2022-10-01 17:53:14 +02:00
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#ifndef DEF_TRAIN_H
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#define DEF_TRAIN_H
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#define EPOCHS 10
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#define BATCHES 100
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#define USE_MULTITHREADING
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/*
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* Structure donnée en argument à la fonction 'train_thread'
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*/
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typedef struct TrainParameters {
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Network* network;
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int*** images;
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unsigned int* labels;
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int width;
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int height;
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int dataset_type;
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char* data_dir;
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int start;
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int nb_images;
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float accuracy;
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} TrainParameters;
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2022-11-03 18:13:01 +01:00
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/*
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* Renvoie l'indice maximal d'un tableau tab de taille n
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*/
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int indice_max(float* tab, int n);
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2022-10-01 17:53:14 +02:00
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/*
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* Fonction auxiliaire d'entraînement destinée à être exécutée sur plusieurs threads à la fois
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*/
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void* train_thread(void* parameters);
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/*
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* Fonction principale d'entraînement du réseau neuronal convolutif
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*/
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void train(int dataset_type, char* images_file, char* labels_file, char* data_dir, int epochs, char* out);
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#endif
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