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65 lines
2.5 KiB
65 lines
2.5 KiB
# Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import unittest
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import paddle
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import os
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class TestFleetRuntime(unittest.TestCase):
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def test_fleet_runtime_base(self):
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import paddle.distributed.fleet.runtime
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base = paddle.distributed.fleet.runtime.runtime_base.RuntimeBase()
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base._run_worker()
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base._init_server()
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base._run_server()
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base._stop_worker()
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base._save_inference_model()
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base._save_persistables()
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def test_fleet_collective_runtime(self):
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import paddle.distributed.fleet.runtime
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collective_runtime = paddle.distributed.fleet.runtime.CollectiveRuntime(
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)
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collective_runtime._init_worker()
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collective_runtime._run_worker()
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collective_runtime._init_worker()
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collective_runtime._run_server()
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collective_runtime._stop_worker()
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collective_runtime._save_inference_model()
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collective_runtime._save_persistables()
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def test_fleet_ps_runtime(self):
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ps_runtime = paddle.distributed.fleet.runtime.ParameterServerRuntime()
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self.assertRaises(Exception, ps_runtime._get_optimizer_status,
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"test_op", None)
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reshaped_names, origin_names = ps_runtime._get_optimizer_status("adam",
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"param")
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self.assertTrue(
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len(reshaped_names) == 2 and
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reshaped_names[0] == 'param_moment1_0' and
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reshaped_names[1] == 'param_moment2_0')
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self.assertTrue(
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len(origin_names) == 2 and
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origin_names[0] == 'param_beta1_pow_acc_0' and
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origin_names[1] == 'param_beta2_pow_acc_0')
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reshaped_names, origin_names = ps_runtime._get_optimizer_status("sgd",
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"param")
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self.assertTrue(len(reshaped_names) == 0 and len(origin_names) == 0)
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if __name__ == "__main__":
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unittest.main()
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