|
- # Copyright (c) 2022 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 get_test_cover_info import (
- XPUOpTestWrapper,
- create_test_class,
- get_xpu_op_support_types,
- )
- from op_test import OpTest
- from op_test_xpu import XPUOpTest
-
- import paddle
-
- paddle.enable_static()
-
-
- # ----------------- TEST OP: BitwiseAnd -------------------- #
- class XPUTestBitwiseAnd(XPUOpTestWrapper):
- def __init__(self):
- self.op_name = 'bitwise_and'
-
- class XPUTestBitwiseAndBase(XPUOpTest):
- def setUp(self):
- self.place = paddle.XPUPlace(0)
- self.dtype = self.in_type
- self.init_case()
- self.set_case()
-
- def set_case(self):
- self.op_type = 'bitwise_and'
-
- # special range for bool dtype
- if self.dtype == np.bool_:
- self.low = 0
- self.high = 2
-
- x = np.random.randint(
- self.low, self.high, self.x_shape, dtype=self.dtype
- )
- y = np.random.randint(
- self.low, self.high, self.y_shape, dtype=self.dtype
- )
- out = np.bitwise_and(x, y)
-
- self.attrs = {'use_xpu': True}
- self.inputs = {
- 'X': OpTest.np_dtype_to_base_dtype(x),
- 'Y': OpTest.np_dtype_to_base_dtype(y),
- }
- self.outputs = {'Out': out}
-
- def init_case(self):
- self.x_shape = [2, 3, 4, 5]
- self.y_shape = [2, 3, 4, 5]
- self.low = -100
- self.high = 100
-
- def test_check_output(self):
- self.check_output_with_place(self.place)
-
- def test_check_grad(self):
- pass
-
- class XPUTestBitwiseAndCase1(XPUTestBitwiseAndBase):
- def init_case(self):
- self.x_shape = [4, 5]
- self.y_shape = [2, 3, 4, 5]
- self.low = -100
- self.high = 100
-
- class XPUTestBitwiseAndCase2(XPUTestBitwiseAndBase):
- def init_case(self):
- self.x_shape = [2, 3, 4, 5]
- self.y_shape = [4, 1]
- self.low = -100
- self.high = 100
-
- class XPUTestBitwiseAndCase3(XPUTestBitwiseAndBase):
- def init_case(self):
- self.x_shape = [2, 3, 4, 5]
- self.y_shape = [2, 3, 4, 5]
- self.low = 0
- self.high = 100
-
-
- support_types = get_xpu_op_support_types('bitwise_and')
- for stype in support_types:
- create_test_class(globals(), XPUTestBitwiseAnd, stype)
-
-
- # -------------- TEST OP: BitwiseOr ----------------- #
- class XPUTestBitwiseOr(XPUOpTestWrapper):
- def __init__(self):
- self.op_name = 'bitwise_or'
-
- class XPUTestBitwiseOrBase(XPUOpTest):
- def setUp(self):
- self.place = paddle.XPUPlace(0)
- self.dtype = self.in_type
- self.init_case()
- self.set_case()
-
- def set_case(self):
- self.op_type = 'bitwise_or'
-
- # special range for bool dtype
- if self.dtype == np.bool_:
- self.low = 0
- self.high = 2
-
- x = np.random.randint(
- self.low, self.high, self.x_shape, dtype=self.dtype
- )
- y = np.random.randint(
- self.low, self.high, self.y_shape, dtype=self.dtype
- )
- out = np.bitwise_or(x, y)
-
- self.attrs = {'use_xpu': True}
- self.inputs = {
- 'X': OpTest.np_dtype_to_base_dtype(x),
- 'Y': OpTest.np_dtype_to_base_dtype(y),
- }
- self.outputs = {'Out': out}
-
- def init_case(self):
- self.x_shape = [2, 3, 4, 5]
- self.y_shape = [2, 3, 4, 5]
- self.low = -100
- self.high = 100
-
- def test_check_output(self):
- self.check_output_with_place(self.place)
-
- def test_check_grad(self):
- pass
-
- class XPUTestBitwiseOrCase1(XPUTestBitwiseOrBase):
- def init_case(self):
- self.x_shape = [4, 5]
- self.y_shape = [2, 3, 4, 5]
- self.low = -100
- self.high = 100
-
- class XPUTestBitwiseOrCase2(XPUTestBitwiseOrBase):
- def init_case(self):
- self.x_shape = [2, 3, 4, 5]
- self.y_shape = [4, 1]
- self.low = -100
- self.high = 100
-
- class XPUTestBitwiseOrCase3(XPUTestBitwiseOrBase):
- def init_case(self):
- self.x_shape = [2, 3, 4, 5]
- self.y_shape = [2, 3, 4, 5]
- self.low = 0
- self.high = 100
-
-
- support_types = get_xpu_op_support_types('bitwise_or')
- for stype in support_types:
- create_test_class(globals(), XPUTestBitwiseOr, stype)
-
-
- # --------------- TEST OP: BitwiseXor ---------------- #
- class XPUTestBitwiseXor(XPUOpTestWrapper):
- def __init__(self):
- self.op_name = 'bitwise_xor'
-
- class XPUTestBitwiseXorBase(XPUOpTest):
- def setUp(self):
- self.place = paddle.XPUPlace(0)
- self.dtype = self.in_type
- self.init_case()
- self.set_case()
-
- def set_case(self):
- self.op_type = 'bitwise_xor'
- # special case for bool dtype
- if self.dtype == np.bool_:
- self.low = 0
- self.high = 2
-
- x = np.random.randint(
- self.low, self.high, self.x_shape, dtype=self.dtype
- )
- y = np.random.randint(
- self.low, self.high, self.y_shape, dtype=self.dtype
- )
- out = np.bitwise_xor(x, y)
-
- self.attrs = {'use_xpu': True}
- self.inputs = {
- 'X': OpTest.np_dtype_to_base_dtype(x),
- 'Y': OpTest.np_dtype_to_base_dtype(y),
- }
- self.outputs = {'Out': out}
-
- def init_case(self):
- self.x_shape = [2, 3, 4, 5]
- self.y_shape = [2, 3, 4, 5]
- self.low = -100
- self.high = 100
-
- def test_check_output(self):
- self.check_output_with_place(self.place)
-
- def test_check_grad(self):
- pass
-
- class XPUTestBitwiseXorCase1(XPUTestBitwiseXorBase):
- def init_case(self):
- self.x_shape = [4, 5]
- self.y_shape = [2, 3, 4, 5]
- self.low = -100
- self.high = 100
-
- class XPUTestBitwiseXorCase2(XPUTestBitwiseXorBase):
- def init_case(self):
- self.x_shape = [2, 3, 4, 5]
- self.y_shape = [4, 1]
- self.low = -100
- self.high = 100
-
- class XPUTestBitwiseXorCase3(XPUTestBitwiseXorBase):
- def init_case(self):
- self.x_shape = [2, 3, 4, 5]
- self.y_shape = [2, 3, 4, 5]
- self.low = 0
- self.high = 100
-
-
- support_types = get_xpu_op_support_types('bitwise_xor')
- for stype in support_types:
- create_test_class(globals(), XPUTestBitwiseXor, stype)
-
-
- # ---------------- TEST OP: BitwiseNot ------------------ #
- class XPUTestBitwiseNot(XPUOpTestWrapper):
- def __init__(self):
- self.op_name = 'bitwise_not'
-
- class XPUTestBitwiseNotBase(XPUOpTest):
- def setUp(self):
- self.place = paddle.XPUPlace(0)
- self.init_case()
- self.set_case()
-
- def set_case(self):
- self.op_type = 'bitwise_not'
-
- x = np.random.randint(
- self.low, self.high, self.x_shape, dtype=self.dtype
- )
- out = np.bitwise_not(x)
-
- self.attrs = {'use_xpu': True}
- self.inputs = {'X': OpTest.np_dtype_to_base_dtype(x)}
- self.outputs = {'Out': out}
-
- def init_case(self):
- self.dtype = np.int32
- self.x_shape = [2, 3, 4, 5]
- self.low = -100
- self.high = 100
-
- def test_check_output(self):
- self.check_output_with_place(self.place)
-
- def test_check_grad(self):
- pass
-
- class XPUTestBitwiseNotBool(XPUTestBitwiseNotBase):
- def setUp(self):
- self.place = paddle.XPUPlace(0)
- self.init_case()
- self.set_case()
-
- def set_case(self):
- self.op_type = 'bitwise_not'
-
- x = np.random.choice([True, False], self.x_shape)
- out = np.bitwise_not(x)
-
- self.attrs = {'use_xpu': True}
- self.inputs = {'X': x}
- self.outputs = {'Out': out}
-
- def init_case(self):
- self.dtype = np.bool_
- self.x_shape = [2, 3, 4, 5]
-
-
- support_types = get_xpu_op_support_types('bitwise_not')
- for stype in support_types:
- create_test_class(globals(), XPUTestBitwiseNot, stype)
-
- if __name__ == '__main__':
- unittest.main()
|