wehub-resource-sync
160 lines
4.0 KiB
Python
160 lines
4.0 KiB
Python
# Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved.
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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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import os
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import unittest
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import numpy as np
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import paddle
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from paddle.hapi import hub
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class TestHub(unittest.TestCase):
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def setUp(
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self,
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):
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self.local_repo = os.path.dirname(os.path.abspath(__file__))
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self.github_repo = 'lyuwenyu/paddlehub_demo:main'
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def testLoad(
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self,
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):
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model = hub.load(
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self.local_repo, model='MM', source='local', out_channels=8
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)
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data = paddle.rand((1, 3, 100, 100))
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out = model(data)
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np.testing.assert_equal(out.shape, [1, 8, 50, 50])
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model = hub.load(
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self.github_repo, model='MM', source='github', force_reload=True
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)
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model = hub.load(
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self.github_repo,
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model='MM',
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source='github',
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force_reload=False,
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pretrained=False,
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)
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model = hub.load(
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self.github_repo.split(':')[0],
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model='MM',
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source='github',
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force_reload=False,
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pretrained=False,
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)
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model = hub.load(
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self.github_repo,
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model='MM',
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source='github',
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force_reload=False,
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pretrained=True,
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out_channels=8,
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)
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data = paddle.ones((1, 3, 2, 2))
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out = model(data)
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gt = np.array(
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[
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1.53965068,
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0.0,
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0.0,
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1.39455748,
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0.72066200,
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0.19773030,
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2.09201908,
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0.37345418,
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]
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)
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np.testing.assert_equal(out.shape, [1, 8, 1, 1])
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np.testing.assert_almost_equal(
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out.numpy(), gt.reshape(1, 8, 1, 1), decimal=5
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)
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def testHelp(
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self,
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):
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docs1 = hub.help(
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self.local_repo,
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model='MM',
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source='local',
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)
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docs2 = hub.help(
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self.github_repo, model='MM', source='github', force_reload=False
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)
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assert docs1 == docs2 == 'This is a test demo for paddle hub\n ', ''
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def testList(
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self,
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):
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models1 = hub.list(
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self.local_repo,
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source='local',
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force_reload=False,
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)
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models2 = hub.list(
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self.github_repo,
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source='github',
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force_reload=False,
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)
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assert models1 == models2 == ['MM'], ''
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def testExcept(
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self,
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):
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with self.assertRaises(ValueError):
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_ = hub.help(
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self.github_repo,
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model='MM',
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source='github-test',
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force_reload=False,
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)
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with self.assertRaises(ValueError):
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_ = hub.load(
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self.github_repo,
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model='MM',
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source='github-test',
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force_reload=False,
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)
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with self.assertRaises(ValueError):
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_ = hub.list(
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self.github_repo, source='github-test', force_reload=False
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)
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with self.assertRaises(ValueError):
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_ = hub.load(
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self.local_repo, model=123, source='local', force_reload=False
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)
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with self.assertRaises(RuntimeError):
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_ = hub.load(
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self.local_repo, model='123', source='local', force_reload=False
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)
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if __name__ == '__main__':
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unittest.main()
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