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PaddleSpeech/tests/unit/tts/test_reporter.py

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# Copyright (c) 2021 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
from parakeet.training.reporter import report
from parakeet.training.reporter import scope
from parakeet.training.reporter import Summary
def test_reporter_scope():
first = {}
second = {}
third = {}
with scope(first):
report("first_begin", 1)
with scope(second):
report("second_begin", 2)
with scope(third):
report("third_begin", 3)
report("third_end", 4)
report("seconf_end", 5)
report("first_end", 6)
assert first == {'first_begin': 1, 'first_end': 6}
assert second == {'second_begin': 2, 'seconf_end': 5}
assert third == {'third_begin': 3, 'third_end': 4}
print(first)
print(second)
print(third)
def test_summary():
summary = Summary()
summary.add(1)
summary.add(2)
summary.add(3)
state = summary.make_statistics()
print(state)
np.testing.assert_allclose(
np.array(list(state)), np.array([2.0, np.std([1, 2, 3])]))