test=develop, add distributed_infer (#30300)
* test=develop, add distributed_inferrevert-31562-mean
123malin
4 years ago
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commit
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# 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 shutil
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import unittest
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import tempfile
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import tarfile
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from test_dist_fleet_base import TestFleetBase
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from paddle.dataset.common import download, DATA_HOME
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class TestDistCtrInfer(TestFleetBase):
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def _setup_config(self):
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self._mode = "async"
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self._reader = "pyreader"
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self._need_test = 1
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data_url = "https://fleet.bj.bcebos.com/unittest/ctr_saved_params.tar.gz"
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data_md5 = "aa7e8286ced566ea8a67410be7482438"
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module_name = "ctr_saved_params"
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path = download(data_url, module_name, data_md5)
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print('ctr_params is downloaded at ' + path)
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tar = tarfile.open(path)
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unzip_folder = tempfile.mkdtemp()
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tar.extractall(unzip_folder)
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self._model_dir = unzip_folder
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def check_with_place(self,
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model_file,
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delta=1e-3,
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check_error_log=False,
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need_envs={}):
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required_envs = {
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"PATH": os.getenv("PATH", ""),
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"PYTHONPATH": os.getenv("PYTHONPATH", ""),
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"LD_LIBRARY_PATH": os.getenv("LD_LIBRARY_PATH", ""),
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"FLAGS_rpc_deadline": "30000", # 5sec to fail fast
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"http_proxy": "",
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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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"CPU_NUM": "2",
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}
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required_envs.update(need_envs)
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if check_error_log:
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required_envs["GLOG_v"] = "3"
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required_envs["GLOG_logtostderr"] = "1"
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tr0_losses, tr1_losses = self._run_cluster(model_file, required_envs)
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def test_dist_infer(self):
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self.check_with_place(
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"dist_fleet_ctr.py", delta=1e-5, check_error_log=False)
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shutil.rmtree(self._model_dir)
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class TestDistCtrTrainInfer(TestFleetBase):
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def _setup_config(self):
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self._mode = "async"
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self._reader = "pyreader"
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self._need_test = 1
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def check_with_place(self,
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model_file,
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delta=1e-3,
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check_error_log=False,
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need_envs={}):
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required_envs = {
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"PATH": os.getenv("PATH", ""),
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"PYTHONPATH": os.getenv("PYTHONPATH", ""),
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"LD_LIBRARY_PATH": os.getenv("LD_LIBRARY_PATH", ""),
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"FLAGS_rpc_deadline": "30000", # 5sec to fail fast
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"http_proxy": "",
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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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"CPU_NUM": "2",
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}
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required_envs.update(need_envs)
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if check_error_log:
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required_envs["GLOG_v"] = "3"
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required_envs["GLOG_logtostderr"] = "1"
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tr0_losses, tr1_losses = self._run_cluster(model_file, required_envs)
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def test_dist_train_infer(self):
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self.check_with_place(
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"dist_fleet_ctr.py", delta=1e-5, check_error_log=False)
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if __name__ == "__main__":
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unittest.main()
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