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done with bugs

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This commit is contained in:
Thomas 2023-09-23 18:44:09 +02:00
parent 0140ef3f37
commit abd888e2f8
3 changed files with 112 additions and 35 deletions
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14
main.c
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@ -7,22 +7,18 @@ int main() {
Image** images = import_images("../data/train-images.idx3-ubyte", "../data/train-labels.idx1-ubyte", NULL, 60000);
// img_visualize(images[0]);
Neural_Network* nn = new_network(28*28, 3, 1, 10, 0.01);
Neural_Network* nn = new_network(28*28, 32, 3, 10, 0.01);
randomize_network(nn, 1);
// save_network(nn);
// Neural_Network* nn = load_network("../networks/test1.txt");
// for (int i = 0; i < 60000; ++i) {
// train_network(nn, images[i], images[i]->label);
// matrix_print(nn->weights_output);
// }
for (int i = 0; i < 20000; ++i) {
train_network(nn, images[i], images[i]->label);
}
// train_network(nn, images[0], images[0]->label);
// train_network(nn, images[0], images[0]->label);
printf("%lf\n", measure_network_accuracy(nn, images, 10000));
printf("%lf\n", measure_network_accuracy(nn, images, 1000));
}