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740359587d
* tests: fixed nightly * tests: temp testing functional tests * tests: temp testing functional tests * tests: add seed to -cp * test: last fix
262 lines
8.6 KiB
Python
262 lines
8.6 KiB
Python
#
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# Copyright (c) 2019 Intel Corporation
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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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#
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import subprocess
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import time
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import pytest
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import rl_coach.tests.utils.args_utils as a_utils
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import rl_coach.tests.utils.presets_utils as p_utils
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from rl_coach.tests.utils.definitions import Definitions as Def
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@pytest.mark.functional_test
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def test_preset_args(preset_args, flag, clres, start_time=time.time(),
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time_limit=Def.TimeOuts.test_time_limit):
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""" Test command arguments - the test will check all flags one-by-one."""
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p_valid_params = p_utils.validation_params(preset_args)
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run_cmd = [
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'python3', 'rl_coach/coach.py',
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'-p', '{}'.format(preset_args),
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'-e', '{}'.format("ExpName_" + preset_args),
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]
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if p_valid_params.reward_test_level:
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lvl = ['-lvl', '{}'.format(p_valid_params.reward_test_level)]
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run_cmd.extend(lvl)
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# add flags to run command
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test_flag = a_utils.add_one_flag_value(flag=flag)
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if flag[0] == "-cp":
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seed = ['--seed', '42']
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seed_flag = a_utils.add_one_flag_value(flag=seed)
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run_cmd.extend(seed_flag)
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run_cmd.extend(test_flag)
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print(str(run_cmd))
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proc = subprocess.Popen(run_cmd, stdout=clres.stdout, stderr=clres.stdout)
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try:
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a_utils.validate_arg_result(flag=test_flag,
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p_valid_params=p_valid_params, clres=clres,
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process=proc, start_time=start_time,
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timeout=time_limit)
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except AssertionError:
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# close process once get assert false
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proc.kill()
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assert False
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proc.kill()
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@pytest.mark.functional_test
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def test_preset_mxnet_framework(preset_for_mxnet_args, clres,
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start_time=time.time(),
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time_limit=Def.TimeOuts.test_time_limit):
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""" Test command arguments - the test will check mxnet framework"""
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flag = ['-f', 'mxnet']
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p_valid_params = p_utils.validation_params(preset_for_mxnet_args)
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run_cmd = [
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'python3', 'rl_coach/coach.py',
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'-p', '{}'.format(preset_for_mxnet_args),
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'-e', '{}'.format("ExpName_" + preset_for_mxnet_args),
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]
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# add flags to run command
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test_flag = a_utils.add_one_flag_value(flag=flag)
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run_cmd.extend(test_flag)
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print(str(run_cmd))
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proc = subprocess.Popen(run_cmd, stdout=clres.stdout, stderr=clres.stdout)
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try:
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a_utils.validate_arg_result(flag=test_flag,
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p_valid_params=p_valid_params, clres=clres,
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process=proc, start_time=start_time,
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timeout=time_limit)
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except AssertionError:
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# close process once get assert false
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proc.kill()
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assert False
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proc.kill()
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@pytest.mark.functional_test
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def test_preset_seed(preset_args_for_seed, clres, start_time=time.time(),
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time_limit=Def.TimeOuts.test_time_limit):
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"""
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Test command arguments - the test will check seed argument with all
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presets
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"""
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def close_processes():
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"""
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close all processes that still active in the process list
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"""
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for i in range(seed_num):
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proc[i].kill()
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proc = []
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seed_num = 2
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flag = ["--seed", str(seed_num)]
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p_valid_params = p_utils.validation_params(preset_args_for_seed)
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run_cmd = [
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'python3', 'rl_coach/coach.py',
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'-p', '{}'.format(preset_args_for_seed),
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'-e', '{}'.format("ExpName_" + preset_args_for_seed),
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]
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if p_valid_params.trace_test_levels:
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lvl = ['-lvl', '{}'.format(p_valid_params.trace_test_levels[0])]
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run_cmd.extend(lvl)
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# add flags to run command
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test_flag = a_utils.add_one_flag_value(flag=flag)
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run_cmd.extend(test_flag)
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print(str(run_cmd))
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for _ in range(seed_num):
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proc.append(subprocess.Popen(run_cmd, stdout=clres.stdout,
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stderr=clres.stdout))
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try:
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a_utils.validate_arg_result(flag=test_flag,
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p_valid_params=p_valid_params, clres=clres,
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process=proc, start_time=start_time,
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timeout=time_limit)
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except AssertionError:
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close_processes()
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assert False
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close_processes()
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@pytest.mark.functional_test
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def test_preset_n_and_ew(preset_args, clres, start_time=time.time(),
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time_limit=Def.TimeOuts.test_time_limit):
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"""
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Test command arguments - check evaluation worker with number of workers
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"""
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ew_flag = ['-ew']
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n_flag = ['-n', Def.Flags.enw]
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p_valid_params = p_utils.validation_params(preset_args)
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run_cmd = [
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'python3', 'rl_coach/coach.py',
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'-p', '{}'.format(preset_args),
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'-e', '{}'.format("ExpName_" + preset_args),
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]
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# add flags to run command
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test_ew_flag = a_utils.add_one_flag_value(flag=ew_flag)
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test_n_flag = a_utils.add_one_flag_value(flag=n_flag)
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run_cmd.extend(test_ew_flag)
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run_cmd.extend(test_n_flag)
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print(str(run_cmd))
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proc = subprocess.Popen(run_cmd, stdout=clres.stdout, stderr=clres.stdout)
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try:
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a_utils.validate_arg_result(flag=test_ew_flag,
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p_valid_params=p_valid_params, clres=clres,
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process=proc, start_time=start_time,
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timeout=time_limit)
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a_utils.validate_arg_result(flag=test_n_flag,
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p_valid_params=p_valid_params, clres=clres,
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process=proc, start_time=start_time,
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timeout=time_limit)
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except AssertionError:
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# close process once get assert false
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proc.kill()
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assert False
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proc.kill()
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@pytest.mark.functional_test
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@pytest.mark.xfail(reason="https://github.com/NervanaSystems/coach/issues/257")
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def test_preset_n_and_ew_and_onnx(preset_args, clres, start_time=time.time(),
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time_limit=Def.TimeOuts.test_time_limit):
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"""
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Test command arguments - check evaluation worker, number of workers and
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onnx.
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"""
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ew_flag = ['-ew']
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n_flag = ['-n', Def.Flags.enw]
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onnx_flag = ['-onnx']
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s_flag = ['-s', Def.Flags.css]
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p_valid_params = p_utils.validation_params(preset_args)
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run_cmd = [
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'python3', 'rl_coach/coach.py',
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'-p', '{}'.format(preset_args),
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'-e', '{}'.format("ExpName_" + preset_args),
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]
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# add flags to run command
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test_ew_flag = a_utils.add_one_flag_value(flag=ew_flag)
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test_n_flag = a_utils.add_one_flag_value(flag=n_flag)
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test_onnx_flag = a_utils.add_one_flag_value(flag=onnx_flag)
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test_s_flag = a_utils.add_one_flag_value(flag=s_flag)
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run_cmd.extend(test_ew_flag)
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run_cmd.extend(test_n_flag)
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run_cmd.extend(test_onnx_flag)
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run_cmd.extend(test_s_flag)
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print(str(run_cmd))
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proc = subprocess.Popen(run_cmd, stdout=clres.stdout, stderr=clres.stdout)
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try:
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# Check csv files has been created
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a_utils.validate_arg_result(flag=test_ew_flag,
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p_valid_params=p_valid_params, clres=clres,
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process=proc, start_time=start_time,
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timeout=time_limit)
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# Check csv files created same as the number of the workers
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a_utils.validate_arg_result(flag=test_n_flag,
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p_valid_params=p_valid_params, clres=clres,
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process=proc, start_time=start_time,
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timeout=time_limit)
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# Check checkpoint files
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a_utils.validate_arg_result(flag=test_s_flag,
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p_valid_params=p_valid_params, clres=clres,
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process=proc, start_time=start_time,
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timeout=time_limit)
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# TODO: add onnx check; issue found #257
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except AssertionError:
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# close process once get assert false
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proc.kill()
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assert False
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proc.kill()
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