# Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import os import shlex import sys import unittest from dist_pass_test_base import ( # noqa: F401 prepare_python_path_and_return_module, remove_path_if_exists, ) class PsPassTestBase(unittest.TestCase): def init(self): self.config = {} self.config['ps_mode_config'] = "" self.config['worker_num'] = "1" self.config['server_num'] = "1" self.config['run_minimize'] = "0" self.config['run_single_pass'] = "0" self.config['run_the_one_ps'] = '0' self.config['debug_new_minimize'] = "0" self.config['debug_new_pass'] = "0" self.config['debug_the_one_ps'] = '0' self.config['log_dir'] = "" self.config['applied_pass_name'] = "" def setUp(self): print('Ps setUp...') def tearDown(self): print('Ps tearDown...') def ps_launch(self, ps_mode="cpu-ps"): if ps_mode == "cpu-ps" or ps_mode == 'heter-ps': os.environ['WITH_DISTRIBUTE'] = 'ON' cmd = [ sys.executable, "-u", "-m", "launch", "--log_dir", self.config['log_dir'], "--worker_num", self.config['worker_num'], "--server_num", self.config['server_num'], ] if ps_mode == 'heter-ps': os.environ['FLAGS_START_PORT'] = '12004' cmd += [ '--heter_worker_num', self.config['heter_worker_num'], '--heter_devices', self.config['heter_devices'], ] cmd += [ "../ps/ps_dnn_trainer.py", "-m", self.config['ps_mode_config'], "--run_minimize", self.config['run_minimize'], "--run_single_pass", self.config['run_single_pass'], "--run_the_one_ps", self.config['run_the_one_ps'], "--debug_new_pass", self.config['debug_new_pass'], "--debug_new_minimize", self.config['debug_new_minimize'], "--applied_pass_name", self.config['applied_pass_name'], "--debug_the_one_ps", self.config['debug_the_one_ps'], ] elif ps_mode == "gpu-ps": os.environ['FLAGS_LAUNCH_BARRIER'] = '0' os.environ['PADDLE_PSERVER_NUMS'] = '1' os.environ['PADDLE_TRAINERS_NUM'] = '1' os.environ['POD_IP'] = '127.0.0.1' os.environ['PADDLE_PSERVERS_IP_PORT_LIST'] = '127.0.0.1:29011' os.environ['PADDLE_PORT'] = '29011' os.environ['FLAGS_selected_gpus'] = '0,1,2,3,4,5,6,7' # pserver # os.environ['TRAINING_ROLE'] = 'PSERVER' # trainer os.environ['TRAINING_ROLE'] = 'TRAINER' os.environ['PADDLE_TRAINER_ID'] = '0' cmd = [ sys.executable, "-u", "../ps/ps_dnn_trainer.py", "-m", self.config['ps_mode_config'], "--run_minimize", self.config['run_minimize'], "--run_single_pass", self.config['run_single_pass'], "--run_the_one_ps", self.config['run_the_one_ps'], "--debug_new_pass", self.config['debug_new_pass'], "--debug_new_minimize", self.config['debug_new_minimize'], "--applied_pass_name", self.config['applied_pass_name'], "--debug_the_one_ps", self.config['debug_the_one_ps'], ] cmd = [shlex.quote(c) for c in cmd] prepare_python_path_and_return_module(__file__) exitcode = os.system(' '.join(cmd))