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python/paddle/fluid/tests/unittests/dygraph_to_static/test_duplicate_output.py
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# Copyright (c) 2019 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. | ||
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from __future__ import print_function | ||
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import numpy as np | ||
import unittest | ||
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import paddle | ||
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np.random.seed(1) | ||
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if fluid.is_compiled_with_cuda(): | ||
place = fluid.CUDAPlace(0) | ||
else: | ||
place = fluid.CPUPlace() | ||
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class SimpleNet(paddle.nn.Layer): | ||
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def __init__(self): | ||
super().__init__() | ||
self._linear = paddle.nn.Linear(1, 1) | ||
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def forward(self, x): | ||
""" forward with duplicate outputs. | ||
""" | ||
x = self._linear(x) | ||
return x, x | ||
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class TestDuplicateOutput(unittest.TestCase): | ||
""" | ||
TestCase for the transformation from control flow `if/else` | ||
dependent on tensor in Dygraph into Static `fluid.layers.cond`. | ||
""" | ||
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def setUp(self): | ||
self.net = paddle.jit.to_static(SimpleNet()) | ||
self.x = paddle.to_tensor([1.0]) | ||
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def _run_static(self): | ||
loss0, loss1 = self.net(self.x) | ||
loss0.backward() | ||
param = self.net.parameters() | ||
self.assertEqual(param[0].grad.numpy(), 1.0) | ||
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def test_ast_to_func(self): | ||
self._run_static() | ||
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if __name__ == '__main__': | ||
with paddle.fluid.framework._test_eager_guard(): | ||
unittest.main() |