From b0a2f88d745d39541039ec9cf5fd99b4ab6aab5a Mon Sep 17 00:00:00 2001 From: mirimatcode Date: Fri, 27 Mar 2026 13:27:50 +0100 Subject: [PATCH] inizializzazione pesi con teorema centrale del limite. Addestramento a 100% --- classificatore | Bin 21944 -> 21904 bytes classificatore.c | 2 +- percettroni.h | 484 ++++++++++++++++++----------------------------- rete_mnist.bin | Bin 203780 -> 450128 bytes 4 files changed, 184 insertions(+), 302 deletions(-) diff --git a/classificatore b/classificatore index aacbac4a5ffd4ed3d13296a72e802fe93d1b765c..e4cafa738a74e92cf2e762cedfc5bcce84330b95 100755 GIT binary patch delta 7465 zcmbVR4OA3Ymac048pU+CpwNK)hzbZcsNl~U0;m;BBgQ{6ViZ^7&oD9SxZosNv1L1n z_B3qJm)(hDvYG70&1NTOVunnH{7j_P1WeFihA5senKoi9LQf>p(cZ|J+V8%qZW?sX zp0n@J?^WHuckg}o-uGV7{A;lhe_3M3q3ltz@mBiabnR{A*sg(vc6P+@=eW&3|M*e+s#|8)x96YRy(h}IuJYVA zRv)%me2je;7BANF{w0 zQ8VqLU=Y3nl^MT${Av=bq6HyJxT(Vq9QxNtK?oNNA^>P2p1l}}p4xL9A1RCho?vlR zRbvDpLP*fx-{SZ%VWR%7$v1HMAZMw@#ia?$Ns=HKwLvhFB4}wN;PE;JOAOZ3mO+vtxqCB!`-+GU3~-&x!3lDg&R zWw*y5J6n}wgQ_Y!rT(p^>t}A5rj~WzFqtFfBn!d~Q>A;WY}(g?ZbysqC(zw6t!)`F zStM_(OzS=lAiOtB6>ixj^}EVF@*|(g?yn58*rDqqI3$ng 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zx5=x03h{!|2H=I0U7WL*2?~<)TsDT`8RMu$3!SLwXdtr8MO1Oyn^pQ)@hMf z=V`fd3IQd>Cvy3`!v6&Xid|K{+TT&KPwH1kLB`yj1UYYRA4uHvQcT1@^|b%Ns}n}99L F{u?QFD8>K) diff --git a/classificatore.c b/classificatore.c index dcd7054..14a16d3 100644 --- a/classificatore.c +++ b/classificatore.c @@ -4,7 +4,7 @@ void main() { //input, layers, perc iniz, perc fin - ReteNeurale rete = inizializza_rete_neurale(N_INPUTS, 2, 32, 10); + ReteNeurale rete = inizializza_rete_neurale(N_INPUTS, 3, 128, 10); //ReteNeurale rete = *caricaReteNeurale(file_pesi); //stampa_pesi_rete(rete); diff --git a/percettroni.h b/percettroni.h index 5c295e9..2741e65 100644 --- a/percettroni.h +++ b/percettroni.h @@ -15,18 +15,21 @@ char *file_pesi = "rete_mnist.bin"; // char *file_immagini = "cifar-10/data_batch_5.bin"; // char *file_immagini = "cifar-10/test_batch.bin"; -// #include "xor_manager.h" - typedef unsigned char byte; -double LRE = 0.01; -double soglia_sigmoide = 0.5; -#define TOLLERANZA 99 +float LRE = 0.01; +float soglia_sigmoide = 0.5; +#define TOLLERANZA 100 + +//Metto 0 per sigmoide, 1 per ReLU, 2 per gradino +#define FUNZIONE_ATTIVAZIONE 1 + +#define INIZIALIZZAZIONE_CASUALE 0 typedef struct { - double *pesi; - double bias; + float *pesi; + float bias; int size; } Percettrone; @@ -42,203 +45,84 @@ typedef struct int size; } ReteNeurale; -/* - * Genera un valore casuale nell'intervallo [-1, 1] per inizializzare pesi e bias. - * Usa rand() modulo 101 (0-100) convertito in decimale (0.00-1.00), - * poi scalato a [-1, 1] moltiplicando per 2 e sottraendo 1. - */ -double randomico(); - -/* - * Inizializza un percettrone con n_pesi connessioni in entrata. - * Assegna valori casuali a tutti i pesi e al bias usando randomico(). - * La dimensione n_pesi dipende dal layer precedente (o dagli input). - */ +//Inizializzazioni Percettrone inzializza_percettrone(int); - -/* - * Crea una rete neurale con architettura dinamica: - * - numero_input: dimensione dei dati in ingresso (es. 784 per MNIST 28x28) - * - numero_layers: quanti strati nascosti + strato di output - * - numero_percettroni_iniziali: percettroni nel primo layer - * - numero_percettroni_finali: percettroni nell'output (10 per MNIST, 1 per XOR) - * - * I layer intermedi hanno numero decrescente di percettroni calcolato come: - * numero_percettroni = numero_percettroni_iniziali * (layer_rimanenti / layer_totali) - * Questo crea una piramide: molti neuroni in ingresso, pochi in uscita. - */ +Layer inizializza_layer(int, int); ReteNeurale inizializza_rete_neurale(int, int, int, int); -/* - * Crea un layer con n_percettroni, ognuno con n_pesi connessioni. - * Ogni percettrone viene inizializzato indipendentemente con pesi casuali. - */ -Layer inizializza_layer(int, int); +//Previsioni +float attivazione(Percettrone p, float *); +float derivata_attivazione(float); +void softmax(float *, int); +int previsione_softmax(float *, int); -/* - * Funzione di attivazione sigmoide: trasforma la somma pesata in valore tra 0 e 1. - * Calcola: sommatoria(input_i * peso_i) + bias, poi applica 1/(1+e^(-somma)) - * La sigmoide introduce non-linearità e "schiaccia" i valori estremi. - */ -double sigmoide(Percettrone p, double *); +//Forward +float **elabora_attivazioni(ReteNeurale *, Istanza); -/* - * Derivata della sigmoide: necessaria per il calcolo del gradiente. - * Formula: sigmoide(x) * (1 - sigmoide(x)) - * Indica quanto velocemente cambia l'output rispetto all'input. - */ -double derivata_sigmoide(double); +//Discesa del gradiente stocastico +float **elabora_gradienti(ReteNeurale *, byte, float **); +void discesa_gradiente(ReteNeurale *, float **, float **); +float calcola_gradiente_disceso(ReteNeurale *, int, int, float **); -/* - * Softmax: normalizza l'output dell'ultimo layer in probabilità (somma = 1). - * Passaggi: - * 1. Trova il valore massimo per stabilità numerica (evita overflow) - * 2. Calcola e^(x_i - max) per ogni output - * 3. Divide ogni valore per la somma totale - * Utile per classificazione multi-classe: il percettrone con valore più alto - * rappresenta la classe predetta con la probabilità più alta. - */ -void softmax(double *, int); +//Correzioni +void aggiorna_pesi(ReteNeurale *, float **, float **, Istanza); +void correggi_pesi_percettrone_float(Percettrone *, int, float **, float); +void correggi_pesi_percettrone_byte(Percettrone *, Istanza, float, int); -/* - * Forward propagation: calcola gli output di tutti i layer partendo dall'input. - * - * Algoritmo: - * 1. Converte i byte input (0-255) in double normalizzati (0.0-1.0) dividendo per 255 - * 2. Per il primo layer: applica sigmoide a ogni percettrone usando gli input - * 3. Per i layer successivi: usa gli output del layer precedente come input - * - * Restituisce una matrice sigmoidi[layer][percettrone] con tutti i valori intermedi. - * Questi valori servono poi per il calcolo dei gradienti (backpropagation). - */ -double **elabora_sigmoidi(ReteNeurale *, Istanza); +//Addestramento +byte addestra(ReteNeurale *, Dataset); -/* - * Calcola i gradienti dell'errore per ogni percettrone usando backpropagation. - * - * Passaggi: - * 1. GRADIENTI OUTPUT (ultimo layer): - * - Se il percettrone corrisponde alla classe corretta: errore = 1 - output - * - Altrimenti: errore = 0 - output - * - Moltiplica errore per derivata_sigmoide(output) per ottenere il gradiente - * - * 2. GRADIENTI NASCOSTI (layer precedenti): - * - Usa discesa_gradiente() per propagare l'errore all'indietro - * - Ogni neurone riceve la somma pesata dei gradienti dei neuroni successivi - * - * Il gradiente indica quanto e in che direzione modificare i pesi per ridurre l'errore. - */ -double **elabora_gradienti(ReteNeurale *, byte, double **); - -/* - * Propaga i gradienti dagli output verso i layer precedenti (backpropagation). - * - * Per ogni layer (dall'ultimo al primo): - * - Per ogni percettrone del layer corrente: - * 1. Calcola derivata_sigmoide dell'output del percettrone - * 2. Calcola gradiente_disceso: somma pesata dei gradienti del layer successivo - * moltiplicati per i pesi delle connessioni - * 3. Il gradiente finale = gradiente_disceso * derivata_sigmoide - * - * Questo è l'algoritmo della "catena" di derivate (chain rule) del calcolo differenziale. - */ -void discesa_gradiente(ReteNeurale *, double **, double **); - -/* - * Calcola quanto l'errore del layer success influenza questo percettrone. - * Somma: gradiente[j] * peso_connessione[i][j] per ogni percettrone j del layer dopo. - * Questo è il "peso" dell'errore che deve essere corretto a questo livello. - */ -double calcola_gradiente_disceso(ReteNeurale *, int, int, double **); -// double trova_gradiente_errore_softmax(double *, int , int); - -/* - * Aggiorna tutti i pesi della rete usando i gradienti calcolati (discesa del gradiente). - * - * Formula di aggiornamento: peso_nuovo = peso_vecchio + (gradiente * learning_rate) - * - * Per l'ultimo layer: - * - gradiente_peso = gradiente_percettrone * output_layer_precedente - * - Aggiorna pesi e bias - * - * Per i layer nascosti: - * - Usa correggi_pesi_percettrone_double() per layer interni (input da double) - * - Usa correggi_pesi_percettrone_byte() per primo layer (input da byte originale) - * - * Il learning rate (LRE) controlla la "velocità" di apprendimento. - */ -void aggiorna_pesi(ReteNeurale *, double **, double **, Istanza); - -/* - * Corregge i pesi di un percettrone usando input double (da layer precedenti). - * Per ogni peso: - * - gradiente_peso = gradiente_percettrone * input_corrispondente - * - peso += gradiente_peso * learning_rate - * - bias += gradiente_percettrone * learning_rate - */ -void correggi_pesi_percettrone_double(Percettrone *, int, double **, double); - -/* - * Corregge i pesi del primo layer usando input byte (dati originali). - * Simile a correggi_pesi_percettrone_double ma converte i byte in double. - * Necessario perché il primo layer riceve input non normalizzati dal dataset. - */ -void correggi_pesi_percettrone_byte(Percettrone *, Istanza, double, int); - -/* - * Predizione binaria: restituisce 1 se valore >= soglia_sigmoide (0.5), altrimenti 0. - * Usata per classificazione binaria (es. XOR o singola categoria MNIST). - */ -/* - * Predizione multi-classe: applica softmax all'output e restituisce l'indice - * del percettrone con valore più alto (la classe predetta). - * Usata per MNIST e CIFAR-10 (10 classi). - */ -int previsione_softmax(double *, int); - -/* - * Salva la rete neurale su file binario includendo: - * - Numero di layer - * - Per ogni layer: numero di percettroni - * - Per ogni percettrone: numero di pesi, array pesi, bias - * - * Il formato binario permette di ricaricare il modello addestrato - * senza dover ripetere l'allenamento. - */ +//Import/Export void salvaReteNeurale(const char *, ReteNeurale *); - -/* - * Carica una rete neurale da file binario. - * Legge la struttura e alloca dinamicamente tutta la memoria necessaria. - * - * Restituisce NULL se il file non esiste o c'è un errore di allocazione. - */ ReteNeurale *caricaReteNeurale(const char *); -/* - * Stampa su stdout tutti i pesi e i bias della rete. - * Utile per debugging e ispezione dello stato del modello. - * Formato: Livello -> Percettrone -> Peso[i]: valore - */ +//Stampa void stampa_pesi_rete(ReteNeurale *); /*############# INIZIALIZZAZIONI #########################*/ -double randomico() -{ - return ((double)(rand() % 101 * 0.01 * 2.0) - 1.0); -} - Percettrone inizializza_percettrone(int n_pesi) { Percettrone p; - p.pesi = (double *)malloc(sizeof(double) * n_pesi); - for (int i = 0; i < n_pesi; i++) - { - p.pesi[i] = randomico(); - } + p.pesi = (float *)malloc(sizeof(float) * n_pesi); - p.bias = randomico(); + if(INIZIALIZZAZIONE_CASUALE == 1) { + for (int i = 0; i < n_pesi; i++) { + p.pesi[i] = 0.0;//(float)(rand() / RAND_MAX * 2) -1; + } + + p.bias = 0.0;//(float)(rand() / RAND_MAX * 2) - 1; + } else { // INIZIALIZZAZIONE HE + //Deviazione standard + float he_std = sqrt(2.0 / n_pesi); + for (int i = 0; i < n_pesi; i++) + { + // Box-Muller + /* float u1 = (float)rand() / RAND_MAX; + float u2 = (float)rand() / RAND_MAX; + float z = sqrt(-2.0 * log(u1)) * cos(2.0 * M_PI * u2); + p.pesi[i] = z * he_std; */ + + // Teorema centrale del limite + float somma = 0.0; + for (int i = 0; i < 12; i++) { + somma += (float)rand() / RAND_MAX; + } + p.pesi[i] = (somma - 6.0) * he_std; + + //Marsaglia + /* float u, v, s; + do { + u = 2.0f * (float)rand() / RAND_MAX - 1.0f; + v = 2.0f * (float)rand() / RAND_MAX - 1.0f; + s = u*u + v*v; + } while (s >= 1.0f || s == 0.0f); + float factor = sqrtf(-2.0f * logf(s) / s); + p.pesi[i] = u * factor; */ + } + + p.bias = 0.0; // Bias a zero per He initialization + } p.size = n_pesi; @@ -276,8 +160,8 @@ ReteNeurale inizializza_rete_neurale(int numero_input, int numero_layers, int nu numero_percettroni_livello = numero_percettroni_finali; else { - double frazione = (double)(numero_layers - livello) / (double)numero_layers; - numero_percettroni_livello = (int)((double)(numero_percettroni_iniziali * frazione)); + float frazione = (float)(numero_layers - livello) / (float)numero_layers; + numero_percettroni_livello = (int)((float)(numero_percettroni_iniziali * frazione)); } printf("Layer %d -> percettroni: %d\n", livello, numero_percettroni_livello); @@ -303,69 +187,42 @@ ReteNeurale inizializza_rete_neurale(int numero_input, int numero_layers, int nu ################# PREVISIONI ################################ */ -double **elabora_gradienti(ReteNeurale *rete_neurale, byte output_corretto, double **sigmoidi) +float attivazione(Percettrone p, float *valori) { - double **gradienti = (double **)malloc(sizeof(double *) * rete_neurale->size); - - for (int indice_layer = 0; indice_layer < rete_neurale->size; indice_layer++) - { - gradienti[indice_layer] = (double *)malloc(sizeof(double) * rete_neurale->layers[indice_layer].size); - } - - //ULTIMO LAYER - for (int indice_percettrone = 0; indice_percettrone < rete_neurale->layers[rete_neurale->size - 1].size; indice_percettrone++) - { - //double gradiente_errore = 0.0; - if (indice_percettrone == output_corretto) - { - gradienti[rete_neurale->size - 1][indice_percettrone] = 1 - sigmoidi[rete_neurale->size - 1][indice_percettrone]; - } - else - { - gradienti[rete_neurale->size - 1][indice_percettrone] = 0 - sigmoidi[rete_neurale->size - 1][indice_percettrone]; - } - - //gradienti[rete_neurale->size - 1][indice_percettrone] = gradiente_errore * derivata_sigmoide(sigmoidi[rete_neurale->size - 1][indice_percettrone]); - } - //-------------- - - discesa_gradiente(rete_neurale, sigmoidi, gradienti); - - return gradienti; -} - -double sigmoide(Percettrone p, double *valori) -{ - double sommatoria = 0.0; + float sommatoria = 0.0; for (int i = 0; i < p.size; i++) { sommatoria += (valori[i] * p.pesi[i]); - // printf("valore [%f] peso[%f] ", valori[i], p.pesi[i]); } sommatoria += p.bias; + float risultato; - // Sigmoide - double risultato = 1.0 / (1.0 + exp(-sommatoria)); - // ReLU - //double risultato = sommatoria > 0 ? sommatoria : 0.0f; - - //printf(" sommatoria %f -> %f\n",sommatoria, risultato); + if(FUNZIONE_ATTIVAZIONE == 0) + risultato = 1.0 / (1.0 + exp(-sommatoria)); + else if(FUNZIONE_ATTIVAZIONE == 1) + risultato = sommatoria > 0 ? sommatoria : 0.0; + else + risultato = sommatoria > 0 ? 1.0 : 0.0; return risultato; } -double derivata_sigmoide(double valore) +float derivata_attivazione(float valore) { - //Sigmoide - double derivata = valore * (1.0 - valore); - //ReLU - //double derivata = valore >= 0 ? 1.0f : 0.0f; + float derivata; + + if(FUNZIONE_ATTIVAZIONE == 0) + derivata = valore * (1.0 - valore); + else if(FUNZIONE_ATTIVAZIONE == 1) + derivata = valore > 0 ? 1.0 : 0.0; + else + derivata = 0.0; return derivata; } -void softmax(double *input, int size) +void softmax(float *input, int size) { float max = input[0]; @@ -384,15 +241,7 @@ void softmax(double *input, int size) input[i] /= sum; } -/* int previsione(double valore) -{ - if (valore >= soglia_sigmoide) - return 1; - else - return 0; -} */ - -int previsione_softmax(double *livello_percettroni, int size) +int previsione_softmax(float *livello_percettroni, int size) { softmax(livello_percettroni, size); @@ -407,23 +256,87 @@ int previsione_softmax(double *livello_percettroni, int size) return max; } -void discesa_gradiente(ReteNeurale *rete, double **sigmoidi, double **gradienti) +/* + ################# FORWARD ################################ +*/ + +float **elabora_attivazioni(ReteNeurale *rete, Istanza istanza) +{ + float **attivazioni = (float **)malloc(sizeof(float *) * rete->size); + float *inputs = (float *)malloc(sizeof(float) * N_INPUTS); + for (int i = 0; i < N_INPUTS; i++) + { + inputs[i] = (float)istanza.dati[i] / 255.0; + } + + attivazioni[0] = (float *)malloc(sizeof(float) * rete->layers[0].size); + for (int indice_percettrone = 0; indice_percettrone < rete->layers[0].size; indice_percettrone++) + { + attivazioni[0][indice_percettrone] = attivazione(rete->layers[0].percettroni[indice_percettrone], inputs); + } + + free(inputs); + + for (int indice_layer = 1; indice_layer < rete->size; indice_layer++) + { + attivazioni[indice_layer] = (float *)malloc(sizeof(float) * rete->layers[indice_layer].size); + for (int indice_percettrone = 0; indice_percettrone < rete->layers[indice_layer].size; indice_percettrone++) + { + attivazioni[indice_layer][indice_percettrone] = attivazione(rete->layers[indice_layer].percettroni[indice_percettrone], attivazioni[indice_layer - 1]); + } + } + + return attivazioni; +} + +/* + ################# DISCESA DEL GRADIENTE STOCASTICO ################################ +*/ + +float **elabora_gradienti(ReteNeurale *rete_neurale, byte output_corretto, float **attivazioni) +{ + float **gradienti = (float **)malloc(sizeof(float *) * rete_neurale->size); + + for (int indice_layer = 0; indice_layer < rete_neurale->size; indice_layer++) + { + gradienti[indice_layer] = (float *)malloc(sizeof(float) * rete_neurale->layers[indice_layer].size); + } + + //ULTIMO LAYER + for (int indice_percettrone = 0; indice_percettrone < rete_neurale->layers[rete_neurale->size - 1].size; indice_percettrone++) + { + if (indice_percettrone == output_corretto) + { + gradienti[rete_neurale->size - 1][indice_percettrone] = 1 - attivazioni[rete_neurale->size - 1][indice_percettrone]; + } + else + { + gradienti[rete_neurale->size - 1][indice_percettrone] = 0 - attivazioni[rete_neurale->size - 1][indice_percettrone]; + } + } + + discesa_gradiente(rete_neurale, attivazioni, gradienti); + + return gradienti; +} + +void discesa_gradiente(ReteNeurale *rete, float **attivazioni, float **gradienti) { for (int indice_layer = rete->size - 2; indice_layer >= 0; indice_layer--) { for (int indice_percettrone = 0; indice_percettrone < rete->layers[indice_layer].size; indice_percettrone++) { - double derivata_attivazione = derivata_sigmoide(sigmoidi[indice_layer][indice_percettrone]); - double gradiente_disceso = calcola_gradiente_disceso(rete, indice_layer + 1, indice_percettrone, gradienti); + float derivata = derivata_attivazione(attivazioni[indice_layer][indice_percettrone]); + float gradiente_disceso = calcola_gradiente_disceso(rete, indice_layer + 1, indice_percettrone, gradienti); - gradienti[indice_layer][indice_percettrone] = gradiente_disceso * derivata_attivazione; + gradienti[indice_layer][indice_percettrone] = gradiente_disceso * derivata; } } } -double calcola_gradiente_disceso(ReteNeurale *rete, int livello, int indice_peso, double **gradienti) +float calcola_gradiente_disceso(ReteNeurale *rete, int livello, int indice_peso, float **gradienti) { - double sommatoria = 0.0; + float sommatoria = 0.0; for (int indice_percettrone = 0; indice_percettrone < rete->layers[livello].size; indice_percettrone++) { sommatoria += (gradienti[livello][indice_percettrone] * rete->layers[livello].percettroni[indice_percettrone].pesi[indice_peso]); @@ -432,40 +345,11 @@ double calcola_gradiente_disceso(ReteNeurale *rete, int livello, int indice_peso return sommatoria; } -double **elabora_sigmoidi(ReteNeurale *rete, Istanza istanza) -{ - double **sigmoidi = (double **)malloc(sizeof(double *) * rete->size); - double *inputs = (double *)malloc(sizeof(double) * N_INPUTS); - for (int i = 0; i < N_INPUTS; i++) - { - inputs[i] = (double)istanza.dati[i] / 255.0; - } - - sigmoidi[0] = (double *)malloc(sizeof(double) * rete->layers[0].size); - for (int indice_percettrone = 0; indice_percettrone < rete->layers[0].size; indice_percettrone++) - { - sigmoidi[0][indice_percettrone] = sigmoide(rete->layers[0].percettroni[indice_percettrone], inputs); - } - - free(inputs); - - for (int indice_layer = 1; indice_layer < rete->size; indice_layer++) - { - sigmoidi[indice_layer] = (double *)malloc(sizeof(double) * rete->layers[indice_layer].size); - for (int indice_percettrone = 0; indice_percettrone < rete->layers[indice_layer].size; indice_percettrone++) - { - sigmoidi[indice_layer][indice_percettrone] = sigmoide(rete->layers[indice_layer].percettroni[indice_percettrone], sigmoidi[indice_layer - 1]); - } - } - - return sigmoidi; -} - /* ################# CORREZIONI ################################ */ -void aggiorna_pesi(ReteNeurale *rete_neurale, double **sigmoidi, double **gradienti, Istanza istanza) +void aggiorna_pesi(ReteNeurale *rete_neurale, float **attivazioni, float **gradienti, Istanza istanza) { for (int indice_percettrone = 0; indice_percettrone < rete_neurale->layers[rete_neurale->size - 1].size; indice_percettrone++) @@ -473,7 +357,7 @@ void aggiorna_pesi(ReteNeurale *rete_neurale, double **sigmoidi, double **gradie for (int indice_peso = 0; indice_peso < rete_neurale->layers[rete_neurale->size - 1].percettroni[indice_percettrone].size; indice_peso++) { - double gradiente_peso = gradienti[rete_neurale->size - 1][indice_percettrone] * sigmoidi[rete_neurale->size - 2][indice_peso]; + float gradiente_peso = gradienti[rete_neurale->size - 1][indice_percettrone] * attivazioni[rete_neurale->size - 2][indice_peso]; rete_neurale->layers[rete_neurale->size - 1].percettroni[indice_percettrone].pesi[indice_peso] += gradiente_peso * LRE; } rete_neurale->layers[rete_neurale->size - 1].percettroni[indice_percettrone].bias += gradienti[rete_neurale->size - 1][indice_percettrone] * LRE; @@ -485,7 +369,7 @@ void aggiorna_pesi(ReteNeurale *rete_neurale, double **sigmoidi, double **gradie { if (indice_layer != 0) { - correggi_pesi_percettrone_double(&rete_neurale->layers[indice_layer].percettroni[indice_percettrone], indice_layer, sigmoidi, gradienti[indice_layer][indice_percettrone]); + correggi_pesi_percettrone_float(&rete_neurale->layers[indice_layer].percettroni[indice_percettrone], indice_layer, attivazioni, gradienti[indice_layer][indice_percettrone]); } else { @@ -495,23 +379,23 @@ void aggiorna_pesi(ReteNeurale *rete_neurale, double **sigmoidi, double **gradie } } -void correggi_pesi_percettrone_double(Percettrone *p, int layer, double **input, double gradiente_percettrone) +void correggi_pesi_percettrone_float(Percettrone *p, int layer, float **input, float gradiente_percettrone) { for (int indice_peso = 0; indice_peso < p->size; indice_peso++) { - double gradiente_peso = gradiente_percettrone * input[layer - 1][indice_peso]; + float gradiente_peso = gradiente_percettrone * input[layer - 1][indice_peso]; p->pesi[indice_peso] += (gradiente_peso * LRE); } p->bias += (gradiente_percettrone * LRE); } -void correggi_pesi_percettrone_byte(Percettrone *p, Istanza input, double gradiente_percettrone, int indice_percettrone) +void correggi_pesi_percettrone_byte(Percettrone *p, Istanza input, float gradiente_percettrone, int indice_percettrone) { for (int indice_peso = 0; indice_peso < p->size; indice_peso++) { - double gradiente_peso = gradiente_percettrone * (double)input.dati[indice_peso]; + float gradiente_peso = gradiente_percettrone * ((float)input.dati[indice_peso] / 255.0); p->pesi[indice_peso] += (gradiente_peso * LRE); } @@ -522,38 +406,36 @@ void correggi_pesi_percettrone_byte(Percettrone *p, Istanza input, double gradie ################### ADDESTRAMENTO ######################### */ -char addestra(ReteNeurale *rete_neurale, Dataset set) +byte addestra(ReteNeurale *rete_neurale, Dataset set) { int corrette = 0; for (int indice_set = 0; indice_set < set.size; indice_set++) { byte output_corretto = set.istanze[indice_set].classificazione; - double **sigmoidi = elabora_sigmoidi(rete_neurale, set.istanze[indice_set]); + float **attivazioni = elabora_attivazioni(rete_neurale, set.istanze[indice_set]); - double *sigmoidi_softmax = (double *)malloc(sizeof(double) * rete_neurale->layers[rete_neurale->size - 1].size); - memcpy(sigmoidi_softmax, sigmoidi[rete_neurale->size - 1], rete_neurale->layers[rete_neurale->size - 1].size * sizeof(double)); + float *attivazioni_softmax = (float *)malloc(sizeof(float) * rete_neurale->layers[rete_neurale->size - 1].size); + memcpy(attivazioni_softmax, attivazioni[rete_neurale->size - 1], rete_neurale->layers[rete_neurale->size - 1].size * sizeof(float)); - double **gradienti = elabora_gradienti(rete_neurale, output_corretto, sigmoidi); - int previsto = previsione_softmax(sigmoidi_softmax, rete_neurale->layers[rete_neurale->size - 1].size); + float **gradienti = elabora_gradienti(rete_neurale, output_corretto, attivazioni); + int previsto = previsione_softmax(attivazioni_softmax, rete_neurale->layers[rete_neurale->size - 1].size); if (previsto == output_corretto) { corrette++; } - //printf("Previsto: %d, output: %d\n", previsto, output_corretto); - - aggiorna_pesi(rete_neurale, sigmoidi, gradienti, set.istanze[indice_set]); + aggiorna_pesi(rete_neurale, attivazioni, gradienti, set.istanze[indice_set]); for (int i = 0; i < rete_neurale->size; i++) free(gradienti[i]); free(gradienti); for (int i = 0; i < rete_neurale->size; i++) - free(sigmoidi[i]); - free(sigmoidi); - free(sigmoidi_softmax); + free(attivazioni[i]); + free(attivazioni); + free(attivazioni_softmax); } float percentuale = ((corrette * 100.0) / set.size); @@ -589,8 +471,8 @@ void salvaReteNeurale(const char *filename, ReteNeurale *rete) { Percettrone *perc = &layer->percettroni[j]; fwrite(&perc->size, sizeof(int), 1, file); - fwrite(perc->pesi, sizeof(double), perc->size, file); - fwrite(&perc->bias, sizeof(double), 1, file); + fwrite(perc->pesi, sizeof(float), perc->size, file); + fwrite(&perc->bias, sizeof(float), 1, file); } } @@ -637,14 +519,14 @@ ReteNeurale *caricaReteNeurale(const char *filename) { Percettrone *perc = &layer->percettroni[j]; fread(&perc->size, sizeof(int), 1, file); - perc->pesi = malloc(perc->size * sizeof(double)); + perc->pesi = malloc(perc->size * sizeof(float)); if (!perc->pesi) { perror("Errore nell'allocazione della memoria"); return NULL; } - fread(perc->pesi, sizeof(double), perc->size, file); - fread(&perc->bias, sizeof(double), 1, file); + fread(perc->pesi, sizeof(float), perc->size, file); + fread(&perc->bias, sizeof(float), 1, file); } } diff --git a/rete_mnist.bin b/rete_mnist.bin index a8abac8f05b2e1bd2d84e1ff89a5f39e47ca0773..19d75d8d62e3c9e5e177ec4f7b98aad314a4a167 100644 GIT binary patch literal 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