| | |
| | | pthread_join(load_thread, 0); |
| | | train = buffer; |
| | | |
| | | /* |
| | | image im = float_to_image(256, 256, 3, train.X.vals[114]); |
| | | show_image(im, "training"); |
| | | cvWaitKey(0); |
| | | */ |
| | | |
| | | load_thread = load_data_in_thread(args); |
| | | printf("Loaded: %lf seconds\n", sec(clock()-time)); |
| | | time=clock(); |
| | |
| | | srand(time(0)); |
| | | |
| | | char **labels = get_labels("data/inet.labels.list"); |
| | | //list *plist = get_paths("data/inet.suppress.list"); |
| | | list *plist = get_paths("data/inet.val.list"); |
| | | |
| | | char **paths = (char **)list_to_array(plist); |
| | |
| | | printf("Loaded: %d images in %lf seconds\n", val.X.rows, sec(clock()-time)); |
| | | |
| | | time=clock(); |
| | | float *acc = network_accuracies(net, val); |
| | | float *acc = network_accuracies(net, val, 5); |
| | | avg_acc += acc[0]; |
| | | avg_top5 += acc[1]; |
| | | printf("%d: top1: %f, top5: %f, %lf seconds, %d images\n", i, avg_acc/i, avg_top5/i, sec(clock()-time), val.X.rows); |