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test

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Thomas 2023-09-23 21:33:51 +02:00
parent 45f39130c1
commit accb195dd9
4 changed files with 67 additions and 47 deletions
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main.c
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@ -6,14 +6,22 @@
int main() {
Image** images = import_images("../data/train-images.idx3-ubyte", "../data/train-labels.idx1-ubyte", NULL, 60000);
// img_visualize(images[0]);
// img_visualize(images[1]);
Neural_Network* nn = new_network(28*28, 32, 3, 10, 0.01);
randomize_network(nn, 10);
// matrix_print(images[0]->pixel_values);
// matrix_print(images[1]->pixel_values);
Neural_Network* nn = new_network(28*28, 32, 2, 10, 0.1);
randomize_network(nn, 1);
// save_network(nn);
// Neural_Network* nn = load_network("../networks/test1.txt");
batch_train(nn, images, 20000, 16);
// batch_train(nn, images, 20000, 20);
printf("%lf\n", measure_network_accuracy(nn, images, 10000));
for (int i = 0; i < 1000; ++i) {
train_network(nn, images[i], images[i]->label);
}
printf("%lf\n", measure_network_accuracy(nn, images, 10));
}