diff --git a/python/paddle/v2/fluid/tests/test_python_operator_overriding.py b/python/paddle/v2/fluid/tests/test_python_operator_overriding.py new file mode 100644 index 0000000000000000000000000000000000000000..b985ae3e297cb733cd180fcebcd8e30ebab0c2ea --- /dev/null +++ b/python/paddle/v2/fluid/tests/test_python_operator_overriding.py @@ -0,0 +1,54 @@ +# Copyright (c) 2018 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 unittest + +import numpy +import paddle.v2.fluid.framework as framework +import paddle.v2.fluid as fluid + + +class TestPythonOperatorOverride(unittest.TestCase): + def check_result(self, fn, place, dtype='float32'): + shape = [9, 10] + + x_data = numpy.random.random(size=shape).astype(dtype) + y_data = numpy.random.random(size=shape).astype(dtype) + python_out = fn(x_data, y_data) + + x_var = fluid.layers.data(name='x', shape=shape, dtype=dtype) + y_var = fluid.layers.data(name='y', shape=shape, dtype=dtype) + out = fn(x_var, y_var) + + exe = fluid.Executor(place) + feeder = fluid.DataFeeder(feed_list=[x_var, y_var], place=place) + + exe.run(fluid.default_startup_program()) + fluid_out = exe.run(fluid.default_main_program(), + feed=feeder.feed([x_data, y_data]), + fetch_list=[out]) + + print(python_out) + self.assertAlmostEqual(python_out, fluid_out[0]) + + def test_override(self): + main_program = framework.Program() + startup_program = framework.Program() + with framework.program_guard(main_program, startup_program): + place = fluid.CPUPlace() + self.check_result(lambda _a, _b: _a == _b, place) + + +if __name__ == '__main__': + unittest.main()