35 lines
No EOL
1.1 KiB
C
35 lines
No EOL
1.1 KiB
C
#include <stdio.h>
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#include "matrix.h"
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#include "image.h"
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#include "neural_net.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[4]);
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//
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// Neural_Network* nn = new_network(28*28, 16, 10, 0.5);
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// randomize_network(nn, 20);
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//// save_network(nn);
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//
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//// Neural_Network* nn = load_network("../networks/test1.txt");
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//
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//
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// for (int i = 0; i < 10000; ++i) {
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// train_network(nn, images[i], images[i]->label);
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// }
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//
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// measure_network_accuracy(nn, images, 100);
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// Matrix *m = matrix_create(2, 1);
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// m->numbers[0][0] = 1;
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// m->numbers[1][0] = 1;
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// Neural_Network * net = create_network(3, 2, 3, 1);
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// feedforward(net, m);
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//
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// int pause;
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int imported_count = 0;
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Image** images = import_images("../data/train-images.idx3-ubyte", "../data/train-labels.idx1-ubyte", &imported_count, 10000);
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Neural_Network * net = create_network(3, 28*28, 30, 10);
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train_network_with_batches(net, images, imported_count, 1, 10, 3);
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} |