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

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# Copyright (c) 2018 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.
from __future__ import print_function
import unittest
from paddle.fluid.incubate.fleet.parameter_server.ir.ps_dispatcher import RoundRobin, HashName, PSDispatcher
class TestPsDispatcher(unittest.TestCase):
def setUp(self):
self.points = [
"127.0.0.1:1001", "127.0.0.1:1002", "127.0.0.1:1003",
"127.0.0.1:1004"
]
def test_base(self):
base = PSDispatcher(self.points)
self.assertEqual(len(base.eps), 4)
base.reset()
with self.assertRaises(NotImplementedError):
base.dispatch([])
def test_hash(self):
class Var:
def __init__(self, index):
self._name = "var_{}".format(index)
def name(self):
return self._name
xx = HashName(self.points)
self.assertEqual(len(xx.eps), 4)
xx.reset()
vars = []
for i in range(4):
vars.append(Var(i))
eplist = xx.dispatch(vars)
self.assertEqual(len(eplist), 4)
def test_round_rodin(self):
class Var:
def __init__(self, index):
self._name = "var_{}".format(index)
def name(self):
return self._name
xx = RoundRobin(self.points)
self.assertEqual(len(xx.eps), 4)
xx.reset()
vars = []
for i in range(4):
vars.append(Var(i))
eplist = xx.dispatch(vars)
self.assertEqual(len(eplist), 4)
if __name__ == '__main__':
unittest.main()