def main(args):
# create output dir
out_dir = os.path.join(args.out_dir,
args.dataset,
args.criterion,
args.method,
'rs_{}'.format(args.rs))
log_fp = os.path.join(out_dir, 'log.txt')
os.makedirs(out_dir, exist_ok=True)
# skip experiment if results already exist
if args.append_results and os.path.exists(os.path.join(out_dir, 'results.npy')):
return
# create logger
logger = print_util.get_logger(log_fp)
logger.info(args)
logger.info(datetime.now())
# run experiment
experiment(args, logger, out_dir)
# remove logger
print_util.remove_logger(logger)
def main(args):
# make logger
dataset = args.dataset
out_dir = os.path.join(args.out_dir, dataset, args.tree_type, args.tree_kernel)
os.makedirs(out_dir, exist_ok=True)
logger = print_util.get_logger(os.path.join(out_dir, 'log.txt'))
logger.info(args)
experiment(args, logger, out_dir, seed=args.rs)
print_util.remove_logger(logger)
def main(args):
# make logger
dataset = args.dataset
for i in range(args.repeats):
seed = args.rs + i
rs_dir = os.path.join(args.out_dir, dataset, args.tree_type,
args.tree_kernel, 'rs{}'.format(seed))
os.makedirs(rs_dir, exist_ok=True)
logger = print_util.get_logger(os.path.join(rs_dir, 'log.txt'))
logger.info(args)
logger.info('Seed {}'.format(seed))
experiment(args, logger, rs_dir, seed=seed)
print_util.remove_logger(logger)