wehub-resource-sync
112 lines
3.3 KiB
Python
112 lines
3.3 KiB
Python
# Copyright (c) 2021 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 copy
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import unittest
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import paddle
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from paddle.static import amp
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paddle.enable_static()
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class AMPTest(unittest.TestCase):
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def setUp(self):
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self.bf16_list = copy.copy(amp.bf16.amp_lists.bf16_list)
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self.fp32_list = copy.copy(amp.bf16.amp_lists.fp32_list)
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self.gray_list = copy.copy(amp.bf16.amp_lists.gray_list)
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self.amp_lists_ = None
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def tearDown(self):
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self.assertEqual(self.amp_lists_.bf16_list, self.bf16_list)
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self.assertEqual(self.amp_lists_.fp32_list, self.fp32_list)
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self.assertEqual(self.amp_lists_.gray_list, self.gray_list)
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def test_amp_lists(self):
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self.amp_lists_ = amp.bf16.AutoMixedPrecisionListsBF16()
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def test_amp_lists_1(self):
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# 1. w={'exp}, b=None
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self.bf16_list.add('exp')
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self.fp32_list.remove('exp')
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self.amp_lists_ = amp.bf16.AutoMixedPrecisionListsBF16({'exp'})
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def test_amp_lists_2(self):
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# 2. w={'tanh'}, b=None
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self.fp32_list.remove('tan')
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self.bf16_list.add('tan')
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self.amp_lists_ = amp.bf16.AutoMixedPrecisionListsBF16({'tan'})
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def test_amp_lists_3(self):
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# 3. w={'lstm'}, b=None
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self.bf16_list.add('lstm')
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self.amp_lists_ = amp.bf16.AutoMixedPrecisionListsBF16({'lstm'})
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def test_amp_lists_4(self):
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# 4. w=None, b={'matmul_v2'}
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self.bf16_list.remove('matmul_v2')
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self.fp32_list.add('matmul_v2')
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self.amp_lists_ = amp.bf16.AutoMixedPrecisionListsBF16(
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custom_fp32_list={'matmul_v2'}
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)
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def test_amp_lists_5(self):
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# 5. w=None, b={'matmul_v2'}
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self.fp32_list.add('matmul_v2')
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self.bf16_list.remove('matmul_v2')
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self.amp_lists_ = amp.bf16.AutoMixedPrecisionListsBF16(
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custom_fp32_list={'matmul_v2'}
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)
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def test_amp_lists_6(self):
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# 6. w=None, b={'lstm'}
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self.fp32_list.add('lstm')
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self.amp_lists_ = amp.bf16.AutoMixedPrecisionListsBF16(
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custom_fp32_list={'lstm'}
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)
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def test_amp_lists_7(self):
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self.fp32_list.add('reshape2')
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self.gray_list.remove('reshape2')
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self.amp_lists_ = amp.bf16.AutoMixedPrecisionListsBF16(
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custom_fp32_list={'reshape2'}
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)
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def test_amp_list_8(self):
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self.bf16_list.add('reshape2')
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self.gray_list.remove('reshape2')
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self.amp_lists_ = amp.bf16.AutoMixedPrecisionListsBF16(
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custom_bf16_list={'reshape2'}
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)
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class AMPTest2(unittest.TestCase):
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def test_amp_lists_(self):
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# 7. w={'lstm'} b={'lstm'}
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# raise ValueError
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self.assertRaises(
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ValueError, amp.bf16.AutoMixedPrecisionListsBF16, {'lstm'}, {'lstm'}
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)
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if __name__ == '__main__':
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unittest.main()
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