29 lines
No EOL
798 B
C
29 lines
No EOL
798 B
C
#include <stdio.h>
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#include "image.h"
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#include "neuronal_network.h"
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int main() {
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Image** images = import_images("../data/train-images.idx3-ubyte", "../data/train-labels.idx1-ubyte", NULL, 60000);
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// img_visualize(images[0]);
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// img_visualize(images[1]);
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// matrix_print(images[0]->pixel_values);
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// matrix_print(images[1]->pixel_values);
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Neural_Network* nn = new_network(28*28, 40, 5, 10, 0.08);
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randomize_network(nn, 1);
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// Neural_Network* nn = load_network("../networks/newest_network.txt");
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// printf("Done loading!\n");
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// batch_train(nn, images, 20000, 20);
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for (int i = 0; i < 30000; ++i) {
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train_network(nn, images[i], images[i]->label);
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}
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save_network(nn);
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printf("%lf\n", measure_network_accuracy(nn, images, 10000));
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} |