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Paddle/python/paddle/fluid/tests/unittests/test_fleet_util.py

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2.3 KiB

# Copyright (c) 2020 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 paddle
import os
class TestFleetUtil(unittest.TestCase):
def test_util_base(self):
import paddle.fleet as fleet
util = fleet.UtilBase()
strategy = fleet.DistributedStrategy()
util._set_strategy(strategy)
role_maker = None # should be fleet.PaddleCloudRoleMaker()
util._set_role_maker(role_maker)
def test_util_factory(self):
import paddle.fleet as fleet
factory = fleet.base.util_factory.UtilFactory()
strategy = fleet.DistributedStrategy()
role_maker = None # should be fleet.PaddleCloudRoleMaker()
optimize_ops = []
params_grads = []
util = factory._create_util(strategy, role_maker, optimize_ops,
params_grads)
self.assertEqual(util.role_maker, None)
def test_get_util(self):
import paddle.fleet as fleet
import paddle.fluid.incubate.fleet.base.role_maker as role_maker
role = role_maker.PaddleCloudRoleMaker(is_collective=True)
fleet.init(role)
default_util = fleet.util
self.assertEqual(default_util, None)
def test_set_user_defined_util(self):
import paddle.fleet as fleet
class UserDefinedUtil(fleet.UtilBase):
def __init__(self):
super(UserDefinedUtil, self).__init__()
def get_user_id(self):
return 10
import paddle.fluid.incubate.fleet.base.role_maker as role_maker
role = role_maker.PaddleCloudRoleMaker(is_collective=True)
fleet.init(role)
my_util = UserDefinedUtil()
fleet.util = my_util
user_id = fleet.util.get_user_id()
self.assertEqual(user_id, 10)
if __name__ == "__main__":
unittest.main()