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Paddle/python/paddle/fluid/tests/unittests/test_nan_inf.py

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2.1 KiB

# Copyright (c) 2019 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.
from __future__ import unicode_literals
from __future__ import print_function
import unittest
import os
import sys
import subprocess
import paddle
paddle.enable_static()
class TestNanInf(unittest.TestCase):
def setUp(self):
self._python_interp = sys.executable
if os.getenv('WITH_COVERAGE', 'OFF') == 'ON':
self._python_interp += " -m coverage run --branch -p"
self._python_interp += " check_nan_inf_base.py"
self.env = os.environ.copy()
def test_nan_inf(self):
cmd = self._python_interp
proc = subprocess.Popen(
cmd.split(" "),
stdout=subprocess.PIPE,
stderr=subprocess.PIPE,
env=self.env)
out, err = proc.communicate()
returncode = proc.returncode
print(out)
print(err)
assert returncode == 0
# in python3, type(out+err) is 'bytes', need use encode
assert (out + err
).find('There are `nan` or `inf` in tensor'.encode()) != -1
class TestNanInfEnv(TestNanInf):
def setUp(self):
super(TestNanInfEnv, self).setUp()
# windows python have some bug with env, so need use str to pass ci
# otherwise, "TypeError: environment can only contain strings"
self.env[str("PADDLE_INF_NAN_SKIP_OP")] = str("mul")
self.env[str("PADDLE_INF_NAN_SKIP_ROLE")] = str("loss")
self.env[str("PADDLE_INF_NAN_SKIP_VAR")] = str(
"elementwise_add:fc_0.tmp_1")
if __name__ == '__main__':
unittest.main()