# 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. from __future__ import print_function import unittest import paddle.fluid.core as core import paddle.fluid.layers as layers import paddle.fluid.framework as framework from paddle.fluid.executor import Executor from paddle.fluid.framework import default_startup_program class TestSwitch(unittest.TestCase): def check_switch(self, value): x = layers.fill_constant(shape=[1], dtype='float32', value=value) zero_var = layers.fill_constant(shape=[1], dtype='float32', value=0.0) one_var = layers.fill_constant(shape=[1], dtype='float32', value=1.0) two_var = layers.fill_constant(shape=[1], dtype='float32', value=2.0) three_var = layers.fill_constant(shape=[1], dtype='float32', value=3.0) result = layers.create_global_var( shape=[1], value=-1.0, dtype='float32', persistable=True) with layers.Switch() as switch: with switch.case(layers.less_than(x, zero_var)): layers.assign(zero_var, result) with switch.case(layers.less_than(x, one_var)): layers.assign(one_var, result) with switch.case(layers.less_than(x, two_var)): layers.assign(two_var, result) with switch.default(): layers.assign(three_var, result) cpu = core.CPUPlace() exe = Executor(cpu) exe.run(default_startup_program()) out = exe.run(feed={}, fetch_list=[result])[0][0] return out def test_switch(self): test_data = {(-0.1, 0), (0.1, 1), (1.1, 2), (2.1, 3)} for x, expected_result in test_data: main_program = framework.Program() startup_program = framework.Program() with framework.program_guard(main_program, startup_program): result = self.check_switch(x) self.assertEqual(result, expected_result) if __name__ == '__main__': unittest.main()