test_lcm.py

#   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.

import unittest

import numpy as np

import paddle
import paddle.fluid as fluid
import paddle.fluid.core as core

paddle.enable_static()


class TestLcmAPI(unittest.TestCase):
    def setUp(self):
        self.x_np = 12
        self.y_np = 20
        self.x_shape = [1]
        self.y_shape = [1]

    def test_static_graph(self):
        startup_program = fluid.Program()
        train_program = fluid.Program()
        with fluid.program_guard(startup_program, train_program):
            x1 = fluid.data(name='input1', dtype='int32', shape=self.x_shape)
            x2 = fluid.data(name='input2', dtype='int32', shape=self.y_shape)
            out = paddle.lcm(x1, x2)

            place = (
                fluid.CUDAPlace(0)
                if core.is_compiled_with_cuda()
                else fluid.CPUPlace()
            )
            exe = fluid.Executor(place)
            res = exe.run(
                fluid.default_main_program(),
                feed={'input1': self.x_np, 'input2': self.y_np},
                fetch_list=[out],
            )
            self.assertTrue(
                (np.array(res[0]) == np.lcm(self.x_np, self.y_np)).all()
            )

    def test_dygraph(self):
        paddle.disable_static()
        x1 = paddle.to_tensor(self.x_np)
        x2 = paddle.to_tensor(self.y_np)
        result = paddle.lcm(x1, x2)
        np.testing.assert_allclose(
            np.lcm(self.x_np, self.y_np), result.numpy(), rtol=1e-05
        )

        paddle.enable_static()


class TestLcmAPI2(TestLcmAPI):
    def setUp(self):
        self.x_np = np.arange(6).astype(np.int32)
        self.y_np = np.array([20]).astype(np.int32)
        self.x_shape = [6]
        self.y_shape = [1]


class TestLcmAPI3(TestLcmAPI):
    def setUp(self):
        self.x_np = 0
        self.y_np = 20
        self.x_shape = [1]
        self.y_shape = [1]


class TestLcmAPI4(TestLcmAPI):
    def setUp(self):
        self.x_np = 0
        self.y_np = 0
        self.x_shape = [1]
        self.y_shape = [1]


class TestLcmAPI5(TestLcmAPI):
    def setUp(self):
        self.x_np = 12
        self.y_np = -20
        self.x_shape = [1]
        self.y_shape = [1]