# Copyright (c) 2022 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 unittest import subprocess import sys, os import json import shutil import random from os import listdir from os.path import isfile, join pyname = 'train.py' colpyfile = '''# train.py for unitest import os env = os.environ.copy() assert "PADDLE_MASTER" in env assert "PADDLE_GLOBAL_SIZE" in env assert "PADDLE_LOCAL_SIZE" in env assert "PADDLE_GLOBAL_RANK" in env assert "PADDLE_LOCAL_RANK" in env ''' pspyfile = '''# train.py for unitest import os env = os.environ.copy() assert "PADDLE_PSERVERS_IP_PORT_LIST" in env assert "PADDLE_TRAINER_ENDPOINTS" in env assert "PADDLE_ROLE" in env #assert "PADDLE_RANK" in env ''' def write_file(name, ct): with open(name, "w") as f: f.write(ct) def get_files(pth, prefix): return [ f for f in listdir(pth) if isfile(join(pth, f)) and f.startswith(prefix) ] class Collective_Test(unittest.TestCase): def setUp(self): write_file(pyname, colpyfile) def pdrun(self, args, env=None): cmd = [sys.executable.split('/')[-1], "-m", "paddle.distributed.launch"] if args: cmd.extend(args.split(" ")) cmd.extend([pyname]) env = os.environ.copy() # virtual devies for testing env.update({'CUDA_VISIBLE_DEVICES': '0,1,2,3,4,5,6,7'}) proc = subprocess.Popen(cmd, env=env) return proc def test_collective_1(self): args = "--job_id test1" p = self.pdrun(args) p.wait() self.assertTrue(p.poll() == 0) def test_collective_2(self): if os.path.exists('./log'): shutil.rmtree('./log') args = "--job_id test2 --devices 0,1,2" p = self.pdrun(args) p.wait() self.assertTrue(p.poll() == 0) c = get_files('log', 'test2') self.assertTrue(len(c) == 4) def test_collective_3(self): if os.path.exists('./log'): shutil.rmtree('./log') port = random.randrange(6000, 8000) args = "--job_id test3 --devices 0,1 --master 127.0.0.1:{} --np 2".format( port) p1 = self.pdrun(args) p2 = self.pdrun(args) p1.wait() p2.wait() self.assertTrue(p1.poll() == 0) self.assertTrue(p2.poll() == 0) c = get_files('log', 'test3') self.assertTrue(len(c) == 6) class PS_Test(unittest.TestCase): def setUp(self): write_file(pyname, pspyfile) def pdrun(self, args, env=None): cmd = [sys.executable.split('/')[-1], "-m", "paddle.distributed.launch"] if args: cmd.extend(args.split(" ")) cmd.extend([pyname]) proc = subprocess.Popen(cmd, env) return proc def test_ps_1(self): args = "--run_mode ps" p = self.pdrun(args) p.wait() self.assertTrue(p.poll() == 0) def test_ps_2(self): if os.path.exists('./log'): shutil.rmtree('./log') args = "--job_id ps2 --server_num=2 --trainer_num=2" p = self.pdrun(args) p.wait() self.assertTrue(p.poll() == 0) c = get_files('log', 'ps2') self.assertTrue(len(c) == 5) def test_ps_3(self): if os.path.exists('./log'): shutil.rmtree('./log') port = random.randrange(6000, 8000) args = "--job_id ps3 --master 127.0.0.1:{} --np 2 --server_num=1 --trainer_num=1".format( port) p1 = self.pdrun(args) p2 = self.pdrun(args) p1.wait() p2.wait() self.assertTrue(p1.poll() == 0) self.assertTrue(p2.poll() == 0) c = get_files('log', 'ps3') self.assertTrue(len(c) == 6) def test_ps_4(self): if os.path.exists('./log'): shutil.rmtree('./log') args = "--job_id ps4 --servers 127.0.0.1:8900,127.0.0.1:8901 --trainers 127.0.0.1:8902,127.0.0.1:8903" p1 = self.pdrun(args) p1.wait() self.assertTrue(p1.poll() == 0) c = get_files('log', 'ps4') self.assertTrue(len(c) == 5) if __name__ == '__main__': unittest.main()