wehub-resource-sync
77 lines
2.5 KiB
Python
77 lines
2.5 KiB
Python
# 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
|
|
|
|
|
|
class TestFleetRuntime(unittest.TestCase):
|
|
def test_fleet_runtime_base(self):
|
|
import paddle.distributed.fleet.runtime
|
|
|
|
base = paddle.distributed.fleet.runtime.runtime_base.RuntimeBase()
|
|
base._run_worker()
|
|
base._init_server()
|
|
base._run_server()
|
|
base._stop_worker()
|
|
base._save_inference_model()
|
|
base._save_persistables()
|
|
|
|
def test_fleet_collective_runtime(self):
|
|
import paddle.distributed.fleet.runtime
|
|
|
|
collective_runtime = (
|
|
paddle.distributed.fleet.runtime.CollectiveRuntime()
|
|
)
|
|
collective_runtime._init_worker()
|
|
collective_runtime._run_worker()
|
|
collective_runtime._init_worker()
|
|
collective_runtime._run_server()
|
|
collective_runtime._stop_worker()
|
|
collective_runtime._save_inference_model()
|
|
collective_runtime._save_persistables()
|
|
|
|
def test_fleet_ps_runtime(self):
|
|
ps_runtime = paddle.distributed.fleet.runtime.ParameterServerRuntime()
|
|
self.assertRaisesRegex(
|
|
ValueError,
|
|
"fleet can not support optimizer: test_op",
|
|
ps_runtime._get_optimizer_status,
|
|
"test_op",
|
|
None,
|
|
)
|
|
reshaped_names, origin_names = ps_runtime._get_optimizer_status(
|
|
"adam", "param"
|
|
)
|
|
self.assertTrue(
|
|
len(reshaped_names) == 2
|
|
and reshaped_names[0] == 'param_moment1_0'
|
|
and reshaped_names[1] == 'param_moment2_0'
|
|
)
|
|
self.assertTrue(
|
|
len(origin_names) == 2
|
|
and origin_names[0] == 'param_beta1_pow_acc_0'
|
|
and origin_names[1] == 'param_beta2_pow_acc_0'
|
|
)
|
|
|
|
reshaped_names, origin_names = ps_runtime._get_optimizer_status(
|
|
"sgd", "param"
|
|
)
|
|
self.assertTrue(len(reshaped_names) == 0 and len(origin_names) == 0)
|
|
|
|
|
|
if __name__ == "__main__":
|
|
unittest.main()
|