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Paddle/python/paddle/tests/test_progressbar.py

71 lines
2.1 KiB

# Copyright (c) 2020 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.
import numpy as np
import unittest
import random
import time
from paddle.hapi.progressbar import ProgressBar
class TestProgressBar(unittest.TestCase):
def prog_bar(self, num, epoch, width, verbose=1):
for epoch in range(epoch):
progbar = ProgressBar(num, verbose=verbose)
values = [
['loss', 50.341673],
['acc', 0.00256],
]
for step in range(1, num + 1):
values[0][1] -= random.random() * 0.1
values[1][1] += random.random() * 0.1
if step % 10 == 0:
progbar.update(step, values)
time.sleep(0.002)
progbar.update(step, values)
progbar.update(1, [['loss', int(1)]])
progbar.update(1, [['loss', 'INF']])
progbar.update(1, [['loss', 1e-4]])
progbar.update(1, [['loss', np.array([1.])]])
progbar.update(1, [['loss', np.array([1e-4])]])
progbar.start()
progbar.update(0, values)
progbar._dynamic_display = False
progbar.update(1e4, values)
progbar._num = None
progbar.update(0, values)
progbar._num = 1
progbar.update(1 + 1e-4, values)
def test1(self):
self.prog_bar(50, 1, 30)
def test2(self):
self.prog_bar(50, 2, 30)
def test4(self):
self.prog_bar(50, 2, 30, verbose=2)
def test_errors(self):
with self.assertRaises(TypeError):
ProgressBar(-1)
if __name__ == '__main__':
unittest.main()