for label in [0,1]:
    print(label,len(most_incorrect[label]))
    for partial in most_incorrect[label]:
        delete_path = f'{PATH}{data.val_ds.fnames[partial]}'
        try:
            if True:
                os.remove(delete_path)
                print(delete_path)
        except IOError:
            pass