# Copyright (c) OpenMMLab. All rights reserved. import multiprocessing as mp import os import platform import cv2 from mmcv import Config from mmocr.utils import setup_multi_processes def test_setup_multi_processes(): # temp save system setting sys_start_mehod = mp.get_start_method(allow_none=True) sys_cv_threads = cv2.getNumThreads() # pop and temp save system env vars sys_omp_threads = os.environ.pop('OMP_NUM_THREADS', default=None) sys_mkl_threads = os.environ.pop('MKL_NUM_THREADS', default=None) # test config without setting env config = dict(data=dict(workers_per_gpu=2)) cfg = Config(config) setup_multi_processes(cfg) assert os.getenv('OMP_NUM_THREADS') == '1' assert os.getenv('MKL_NUM_THREADS') == '1' # when set to 0, the num threads will be 1 assert cv2.getNumThreads() == 1 if platform.system() != 'Windows': assert mp.get_start_method() == 'fork' # test num workers <= 1 os.environ.pop('OMP_NUM_THREADS') os.environ.pop('MKL_NUM_THREADS') config = dict(data=dict(workers_per_gpu=0)) cfg = Config(config) setup_multi_processes(cfg) assert 'OMP_NUM_THREADS' not in os.environ assert 'MKL_NUM_THREADS' not in os.environ # test manually set env var os.environ['OMP_NUM_THREADS'] = '4' config = dict(data=dict(workers_per_gpu=2)) cfg = Config(config) setup_multi_processes(cfg) assert os.getenv('OMP_NUM_THREADS') == '4' # test manually set opencv threads and mp start method config = dict( data=dict(workers_per_gpu=2), opencv_num_threads=4, mp_start_method='spawn') cfg = Config(config) setup_multi_processes(cfg) assert cv2.getNumThreads() == 4 assert mp.get_start_method() == 'spawn' # revert setting to avoid affecting other programs if sys_start_mehod: mp.set_start_method(sys_start_mehod, force=True) cv2.setNumThreads(sys_cv_threads) if sys_omp_threads: os.environ['OMP_NUM_THREADS'] = sys_omp_threads else: os.environ.pop('OMP_NUM_THREADS') if sys_mkl_threads: os.environ['MKL_NUM_THREADS'] = sys_mkl_threads else: os.environ.pop('MKL_NUM_THREADS')