test_squeeze_op.py

#   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 as np

from .op_test import OpTest


# Correct: General.
class TestSqueezeOp(OpTest):
    def setUp(self):
        self.op_type = "squeeze"
        self.init_test_case()
        self.inputs = {"X": np.random.random(self.ori_shape).astype("float32")}
        self.init_attrs()
        self.outputs = {"Out": self.inputs["X"].reshape(self.new_shape)}

    def test_check_output(self):
        self.check_output()

    def test_check_grad(self):
        self.check_grad(["X"], "Out")

    def init_test_case(self):
        self.ori_shape = (1, 3, 1, 5)
        self.axes = (0, 2)
        self.new_shape = (3, 5)

    def init_attrs(self):
        self.attrs = {"axes": self.axes, "inplace": False}


# Correct: There is mins axis.
class TestSqueezeOp1(TestSqueezeOp):
    def init_test_case(self):
        self.ori_shape = (1, 3, 1, 5)
        self.axes = (0, -2)
        self.new_shape = (3, 5)


# Correct: No axes input.
class TestSqueezeOp2(TestSqueezeOp):
    def init_test_case(self):
        self.ori_shape = (1, 3, 1, 5)
        self.axes = ()
        self.new_shape = (3, 5)


# Correct: Just part of axes be squeezed. 
class TestSqueezeOp3(TestSqueezeOp):
    def init_test_case(self):
        self.ori_shape = (3, 1, 5, 1, 4, 1)
        self.axes = (1, -1)
        self.new_shape = (3, 5, 1, 4)


# Correct: Inplace.
class TestSqueezeOpInplace1(TestSqueezeOp):
    def init_test_case(self):
        self.ori_shape = (1, 3, 1, 5)
        self.axes = (0, 2)
        self.new_shape = (3, 5)

    def init_attrs(self):
        self.attrs = {"axes": self.axes, "inplace": True}


# Correct: Inplace. There is mins axis.
class TestSqueezeOpInplace2(TestSqueezeOp):
    def inti_test_case(self):
        self.ori_shape = (1, 3, 1, 5)
        self.axes = (0, -2)
        self.new_shape = (3, 5)

    def init_attrs(self):
        self.attrs = {"axes": self.axes, "inplace": True}


# Correct: Inplace. No axes input.
class TestSqueezeOpInplace3(TestSqueezeOp):
    def init_test_case(self):
        self.ori_shape = (1, 3, 1, 5)
        self.axes = ()
        self.new_shape = (3, 5)

    def init_attrs(self):
        self.attrs = {"axes": self.axes, "inplace": True}


# Correct: Inpalce. Just part of axes be squeezed. 
class TestSqueezeOpInplace4(TestSqueezeOp):
    def init_test_case(self):
        self.ori_shape = (3, 1, 5, 1, 4, 1)
        self.axes = (1, -1)
        self.new_shape = (3, 5, 1, 4)

    def init_attrs(self):
        self.attrs = {"axes": self.axes, "inplace": True}


if __name__ == "__main__":
    unittest.main()