rawalcher/c-net
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final changes

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This commit is contained in:
Thomas Schleicher 2023-09-23 22:01:22 +02:00
parent accb195dd9
commit 411e4db3db
5 changed files with 108264 additions and 59 deletions
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12
main.c
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@ -11,17 +11,19 @@ int main() {
// matrix_print(images[0]->pixel_values);
// matrix_print(images[1]->pixel_values);
Neural_Network* nn = new_network(28*28, 32, 2, 10, 0.1);
Neural_Network* nn = new_network(28*28, 40, 5, 10, 0.08);
randomize_network(nn, 1);
// save_network(nn);
// Neural_Network* nn = load_network("../networks/test1.txt");
// Neural_Network* nn = load_network("../networks/newest_network.txt");
// printf("Done loading!\n");
// batch_train(nn, images, 20000, 20);
for (int i = 0; i < 1000; ++i) {
for (int i = 0; i < 30000; ++i) {
train_network(nn, images[i], images[i]->label);
}
printf("%lf\n", measure_network_accuracy(nn, images, 10));
save_network(nn);
printf("%lf\n", measure_network_accuracy(nn, images, 10000));
}