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130 lines
3.6 KiB
130 lines
3.6 KiB
# Copyright (c) 2018 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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from __future__ import print_function
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import os
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import unittest
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from test_dist_base import TestDistBase
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import os
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flag_name = os.path.splitext(__file__)[0]
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def skip_ci(func):
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on_ci = bool(int(os.environ.get("SKIP_UNSTABLE_CI", '0')))
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def __func__(*args, **kwargs):
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if on_ci:
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return
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return func(*args, **kwargs)
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return __func__
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class TestDistCTR2x2(TestDistBase):
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def _setup_config(self):
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self._sync_mode = True
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self._enforce_place = "CPU"
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def test_dist_ctr(self):
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self.check_with_place(
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"dist_ctr.py", delta=1e-2, check_error_log=True, log_name=flag_name)
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@skip_ci
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class TestDistCTRWithL2Decay2x2(TestDistBase):
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def _setup_config(self):
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self._sync_mode = True
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self._enforce_place = "CPU"
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def test_dist_ctr(self):
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need_envs = {"USE_L2_DECAY": "1"}
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self.check_with_place(
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"dist_ctr.py",
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delta=1e-7,
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check_error_log=True,
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need_envs=need_envs,
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log_name=flag_name)
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class TestDistCTR2x2_ASYNC(TestDistBase):
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def _setup_config(self):
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self._sync_mode = False
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self._hogwild_mode = True
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self._enforce_place = "CPU"
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def test_dist_ctr(self):
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need_envs = {
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"FLAGS_communicator_send_queue_size": "2",
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"FLAGS_communicator_max_merge_var_num": "2",
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"FLAGS_communicator_max_send_grad_num_before_recv": "2",
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}
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self.check_with_place(
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"dist_ctr.py",
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delta=100,
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check_error_log=True,
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need_envs=need_envs,
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log_name=flag_name)
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class TestDistCTR2x2_ASYNCWithLRDecay2x2(TestDistBase):
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def _setup_config(self):
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self._sync_mode = False
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self._hogwild_mode = True
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self._enforce_place = "CPU"
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def test_dist_ctr(self):
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need_envs = {
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"FLAGS_communicator_send_queue_size": "2",
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"FLAGS_communicator_max_merge_var_num": "2",
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"FLAGS_communicator_max_send_grad_num_before_recv": "2",
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"LR_DECAY": "1"
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}
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self.check_with_place(
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"dist_ctr.py",
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delta=100,
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check_error_log=True,
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need_envs=need_envs,
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log_name=flag_name)
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class TestDistCTR2x2_ASYNC2(TestDistBase):
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def _setup_config(self):
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self._sync_mode = False
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self._hogwild_mode = True
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self._enforce_place = "CPU"
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def test_dist_ctr(self):
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need_envs = {
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"FLAGS_communicator_send_queue_size": "2",
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"FLAGS_communicator_max_merge_var_num": "2",
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"FLAGS_communicator_max_send_grad_num_before_recv": "2",
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"FLAGS_communicator_independent_recv_thread": "0",
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"FLAGS_communicator_is_sgd_optimizer": "0"
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}
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self.check_with_place(
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"dist_ctr.py",
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delta=100,
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check_error_log=True,
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need_envs=need_envs,
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log_name=flag_name)
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if __name__ == "__main__":
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unittest.main()
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