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https://github.com/augustin64/projet-tipe
synced 2025-01-23 23:26:25 +01:00
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@ -1,6 +1,7 @@
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#include <stdio.h>
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#include <stdio.h>
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#include <stdlib.h>
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#include <stdlib.h>
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#include "../include/memory_management.h"
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#include "include/initialisation.h"
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#include "include/initialisation.h"
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#include "include/function.h"
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#include "include/function.h"
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#include "../include/utils.h"
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#include "../include/utils.h"
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@ -1,7 +1,7 @@
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#include <stdlib.h>
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#include <stdlib.h>
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#include <stdio.h>
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#include <stdio.h>
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#include "../include/utils.h"
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#include "../include/memory_management.h"
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#include "include/free.h"
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#include "include/free.h"
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@ -103,8 +103,9 @@ void free_dense_linearisation(Network* network, int pos) {
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void free_network_creation(Network* network) {
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void free_network_creation(Network* network) {
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free_a_cube_input_layer(network, 0, network->depth[0], network->width[0]);
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free_a_cube_input_layer(network, 0, network->depth[0], network->width[0]);
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for (int i=0; i < network->max_size-1; i++)
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for (int i=0; i < network->max_size-1; i++) {
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gree(network->kernel[i]);
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gree(network->kernel[i]);
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}
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gree(network->width);
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gree(network->width);
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gree(network->depth);
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gree(network->depth);
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gree(network->kernel);
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gree(network->kernel);
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@ -53,9 +53,9 @@ imgRawImage* loadJpegImageFile(char* lpFilename) {
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#endif
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#endif
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dwBufferBytes = imgWidth * imgHeight * 3; /* We only read RGB, not A */
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dwBufferBytes = imgWidth * imgHeight * 3; /* We only read RGB, not A */
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lpData = (unsigned char*)nalloc(sizeof(unsigned char)*dwBufferBytes);
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lpData = (unsigned char*)malloc(sizeof(unsigned char)*dwBufferBytes);
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lpNewImage = (imgRawImage*)nalloc(sizeof(imgRawImage));
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lpNewImage = (imgRawImage*)malloc(sizeof(imgRawImage));
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lpNewImage->numComponents = numComponents;
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lpNewImage->numComponents = numComponents;
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lpNewImage->width = imgWidth;
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lpNewImage->width = imgWidth;
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lpNewImage->height = imgHeight;
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lpNewImage->height = imgHeight;
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@ -75,7 +75,7 @@ imgRawImage* loadJpegImageFile(char* lpFilename) {
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}
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}
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jpegDataset* loadJpegDataset(char* folderPath) {
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jpegDataset* loadJpegDataset(char* folderPath) {
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jpegDataset* dataset = (jpegDataset*)nalloc(sizeof(jpegDataset));
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jpegDataset* dataset = (jpegDataset*)malloc(sizeof(jpegDataset));
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imgRawImage* image;
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imgRawImage* image;
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// We start by counting the number of images and categories
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// We start by counting the number of images and categories
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@ -83,8 +83,8 @@ jpegDataset* loadJpegDataset(char* folderPath) {
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dataset->numImages = countFiles(folderPath);
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dataset->numImages = countFiles(folderPath);
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dataset->images = NULL;
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dataset->images = NULL;
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dataset->labels = (unsigned int*)nalloc(sizeof(unsigned int)*dataset->numImages);
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dataset->labels = (unsigned int*)malloc(sizeof(unsigned int)*dataset->numImages);
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dataset->fileNames = (char**)nalloc(sizeof(char*)*dataset->numImages);
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dataset->fileNames = (char**)malloc(sizeof(char*)*dataset->numImages);
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DIR* dirp;
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DIR* dirp;
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struct dirent* entry;
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struct dirent* entry;
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@ -97,17 +97,17 @@ jpegDataset* loadJpegDataset(char* folderPath) {
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if (strcmp(entry->d_name, ".")&&strcmp(entry->d_name, "..")) {
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if (strcmp(entry->d_name, ".")&&strcmp(entry->d_name, "..")) {
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if (entry->d_type == DT_DIR) {
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if (entry->d_type == DT_DIR) {
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prev_index = index;
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prev_index = index;
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concatenated_path = nalloc(strlen(folderPath)+strlen(entry->d_name)+2);
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concatenated_path = malloc(strlen(folderPath)+strlen(entry->d_name)+2);
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sprintf(concatenated_path, "%s/%s", folderPath, entry->d_name);
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sprintf(concatenated_path, "%s/%s", folderPath, entry->d_name);
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addFilenamesToArray(concatenated_path, dataset->fileNames, &index);
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addFilenamesToArray(concatenated_path, dataset->fileNames, &index);
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for (int i=prev_index; i < index; i++) {
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for (int i=prev_index; i < index; i++) {
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dataset->labels[i] = getLabel(entry->d_name);
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dataset->labels[i] = getLabel(entry->d_name);
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}
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}
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gree(concatenated_path);
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free(concatenated_path);
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}
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}
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}
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}
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}
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}
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dataset->images = (unsigned char**)nalloc(sizeof(unsigned char*)*dataset->numImages);
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dataset->images = (unsigned char**)malloc(sizeof(unsigned char*)*dataset->numImages);
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for (int i=0; i < (int)dataset->numImages; i++) {
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for (int i=0; i < (int)dataset->numImages; i++) {
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dataset->images[i] = NULL;
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dataset->images[i] = NULL;
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#ifdef STORE_IMAGES_TO_RAM
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#ifdef STORE_IMAGES_TO_RAM
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@ -117,7 +117,7 @@ jpegDataset* loadJpegDataset(char* folderPath) {
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}
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}
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image = loadJpegImageFile(dataset->fileNames[i]);
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image = loadJpegImageFile(dataset->fileNames[i]);
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dataset->images[i] = image->lpData;
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dataset->images[i] = image->lpData;
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gree(image);
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free(image);
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#endif
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#endif
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}
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}
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#ifdef STORE_IMAGES_TO_RAM
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#ifdef STORE_IMAGES_TO_RAM
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@ -130,8 +130,8 @@ jpegDataset* loadJpegDataset(char* folderPath) {
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dataset->height = image->height;
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dataset->height = image->height;
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dataset->numComponents = image->numComponents;
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dataset->numComponents = image->numComponents;
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gree(image->lpData);
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free(image->lpData);
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gree(image);
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free(image);
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closedir(dirp);
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closedir(dirp);
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return dataset;
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return dataset;
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@ -185,7 +185,7 @@ void addFilenamesToArray(char* path, char** array, int* index) {
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dirp = opendir(path); /* There should be error handling after this */
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dirp = opendir(path); /* There should be error handling after this */
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while ((entry = readdir(dirp)) != NULL) {
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while ((entry = readdir(dirp)) != NULL) {
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if (entry->d_type == DT_REG) { /* If the entry is a regular file */
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if (entry->d_type == DT_REG) { /* If the entry is a regular file */
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filename = (char*)nalloc(strlen(path)+strlen(entry->d_name)+2);
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filename = (char*)malloc(strlen(path)+strlen(entry->d_name)+2);
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sprintf(filename, "%s/%s", path, entry->d_name);
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sprintf(filename, "%s/%s", path, entry->d_name);
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array[i] = filename;
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array[i] = filename;
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i++;
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i++;
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@ -197,15 +197,15 @@ void addFilenamesToArray(char* path, char** array, int* index) {
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void free_dataset(jpegDataset* dataset) {
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void free_dataset(jpegDataset* dataset) {
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for (int i=0; i < (int)dataset->numImages; i++) {
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for (int i=0; i < (int)dataset->numImages; i++) {
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gree(dataset->fileNames[i]);
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free(dataset->fileNames[i]);
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#ifdef STORE_IMAGES_TO_RAM
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#ifdef STORE_IMAGES_TO_RAM
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gree(dataset->images[i]);
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free(dataset->images[i]);
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#endif
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#endif
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}
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}
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gree(dataset->fileNames);
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free(dataset->fileNames);
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gree(dataset->labels);
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free(dataset->labels);
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gree(dataset->images);
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free(dataset->images);
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gree(dataset);
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free(dataset);
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}
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}
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unsigned int getLabel(char* string) {
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unsigned int getLabel(char* string) {
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@ -3,8 +3,8 @@
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#include <stdint.h>
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#include <stdint.h>
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#include <inttypes.h>
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#include <inttypes.h>
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#include "../include/memory_management.h"
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#include "../include/colors.h"
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#include "../include/colors.h"
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#include "../include/utils.h"
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#include "include/function.h"
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#include "include/function.h"
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#include "include/struct.h"
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#include "include/struct.h"
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if (!dataset->images[i]) {
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if (!dataset->images[i]) {
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image = loadJpegImageFile(dataset->fileNames[i]);
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image = loadJpegImageFile(dataset->fileNames[i]);
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dataset->images[i] = image->lpData;
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dataset->images[i] = image->lpData;
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gree(image);
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free(image);
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}
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}
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print_image(dataset->images[i], dataset->height, dataset->width);
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print_image(dataset->images[i], dataset->height, dataset->width);
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gree(dataset->images[i]);
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free(dataset->images[i]);
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}
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}
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}
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}
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#include <stdbool.h>
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#include <stdbool.h>
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#include <string.h>
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#include <string.h>
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#include "../include/memory_management.h"
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#include "../mnist/include/mnist.h"
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#include "../mnist/include/mnist.h"
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#include "include/neuron_io.h"
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#include "include/neuron_io.h"
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#include "../include/utils.h"
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#include "include/struct.h"
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#include "include/struct.h"
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#include "include/jpeg.h"
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#include "include/jpeg.h"
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#include "include/free.h"
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#include "include/free.h"
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#include <time.h>
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#include <time.h>
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#include <omp.h>
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#include <omp.h>
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#include "../include/memory_management.h"
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#include "../mnist/include/mnist.h"
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#include "../mnist/include/mnist.h"
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#include "include/initialisation.h"
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#include "include/initialisation.h"
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#include "include/neuron_io.h"
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#include "include/neuron_io.h"
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@ -131,7 +132,7 @@ void train(int dataset_type, char* images_file, char* labels_file, char* data_di
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// Chargement des images du set de données MNIST
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// Chargement des images du set de données MNIST
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int* parameters = read_mnist_images_parameters(images_file);
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int* parameters = read_mnist_images_parameters(images_file);
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nb_images_total = parameters[0];
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nb_images_total = parameters[0];
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gree(parameters);
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free(parameters);
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images = read_mnist_images(images_file);
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images = read_mnist_images(images_file);
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labels = read_mnist_labels(labels_file);
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labels = read_mnist_labels(labels_file);
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@ -199,7 +200,7 @@ void train(int dataset_type, char* images_file, char* labels_file, char* data_di
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// thread dans l'hypothèse ou le multi-threading n'est pas utilisé.
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// thread dans l'hypothèse ou le multi-threading n'est pas utilisé.
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// Cela est utile à des fins de débogage notamment,
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// Cela est utile à des fins de débogage notamment,
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// où l'utilisation de threads rend vite les choses plus compliquées qu'elles ne le sont.
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// où l'utilisation de threads rend vite les choses plus compliquées qu'elles ne le sont.
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TrainParameters* train_params = (TrainParameters*)nalloc(sizeof(TrainParameters));
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TrainParameters* train_params = (TrainParameters*)malloc(sizeof(TrainParameters));
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train_params->network = network;
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train_params->network = network;
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train_params->dataset_type = dataset_type;
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train_params->dataset_type = dataset_type;
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#include <time.h>
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#include <time.h>
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#include <omp.h>
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#include <omp.h>
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#include "../src/include/memory_management.h"
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#include "../src/cnn/include/convolution.h"
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#include "../src/cnn/include/convolution.h"
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#include "../src/cnn/include/struct.h"
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#include "../src/cnn/include/struct.h"
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#include "../src/include/colors.h"
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#include "../src/include/colors.h"
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#include <omp.h>
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#include <omp.h>
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#include "../src/cnn/include/matrix_multiplication.h"
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#include "../src/cnn/include/matrix_multiplication.h"
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#include "../src/include/memory_management.h"
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#include "../src/include/colors.h"
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#include "../src/include/colors.h"
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#include "../src/include/utils.h"
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#include "../src/include/utils.h"
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