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Configuration error
Configuration error
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#!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright (c) 2022 Intel Corporation
#
# 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.
#
# SPDX-License-Identifier: Apache-2.0
#
import pytest
from tlt.utils.inc_utils import get_inc_config
@pytest.mark.common
@pytest.mark.parametrize('accuracy_criterion,valid',
[[0.1, True],
[-1, False],
[0.01, True],
[1.434, False],
['foo', False]])
def test_inc_config_accuracy_criterion(accuracy_criterion, valid):
"""
Tests an INC config with good and bad accuracy_criterion_relative values
"""
if not valid:
with pytest.raises(ValueError):
get_inc_config(accuracy_criterion_relative=accuracy_criterion)
else:
config = get_inc_config(accuracy_criterion_relative=accuracy_criterion)
assert config.accuracy_criterion.relative == accuracy_criterion
@pytest.mark.common
@pytest.mark.parametrize('timeout,valid',
[[0.1, False],
[-1, False],
[0, True],
[60, True],
['foo', False]])
def test_inc_config_timeout(timeout, valid):
"""
Tests an INC config with good and bad exit_policy_timeout values
"""
if not valid:
with pytest.raises(ValueError):
get_inc_config(exit_policy_timeout=timeout)
else:
config = get_inc_config(exit_policy_timeout=timeout)
assert config.timeout == timeout
@pytest.mark.common
@pytest.mark.parametrize('max_trials,valid',
[[0.1, False],
[-1, False],
[0, False],
[1, True],
[60, True],
['foo', False]])
def test_inc_config_max_trials(max_trials, valid):
"""
Tests an INC config with good and bad exit_policy_max_trials values
"""
if not valid:
with pytest.raises(ValueError):
get_inc_config(exit_policy_max_trials=max_trials)
else:
config = get_inc_config(exit_policy_max_trials=max_trials)
assert config.max_trials == max_trials
@pytest.mark.common
@pytest.mark.parametrize('approach,valid',
[['foo', False],
[-1, False],
[0, False],
['static', True],
['dynamic', True],
[True, False],
[False, False]])
def test_inc_config_approach(approach, valid):
"""
Tests an INC config with good and bad approach values
"""
if not valid:
with pytest.raises(ValueError):
get_inc_config(approach=approach)
else:
config = get_inc_config(approach=approach)
assert config.approach == 'post_training_{}_quant'.format(approach)
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