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- # 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_xpu import XPUOpTest
-
- import paddle
-
- paddle.enable_static()
-
-
- class XPUTestReduceProdOP(XPUOpTestWrapper):
- def __init__(self):
- self.op_name = 'reduce_prod'
- self.use_dynamic_create_class = False
-
- class TestXPUReduceProdOp(XPUOpTest):
- def setUp(self):
- self.place = paddle.XPUPlace(0)
- self.init_dtype()
- self.op_type = 'reduce_prod'
- self.use_mkldnn = False
- self.keep_dim = False
- self.reduce_all = False
- self.initTestCase()
- self.attrs = {
- 'dim': self.axis,
- 'keep_dim': self.keep_dim,
- 'reduce_all': self.reduce_all,
- }
- self.inputs = {'X': np.random.random(self.shape).astype(self.dtype)}
- if self.attrs['reduce_all']:
- self.outputs = {'Out': self.inputs['X'].prod()}
- else:
- self.outputs = {
- 'Out': self.inputs['X'].prod(
- axis=self.axis, keepdims=self.attrs['keep_dim']
- )
- }
-
- def initTestCase(self):
- self.shape = (5, 6, 10)
- self.axis = (0,)
-
- def init_dtype(self):
- self.dtype = self.in_type
-
- def test_check_output(self):
- self.check_output_with_place(self.place)
-
- def test_check_grad(self):
- self.check_grad_with_place(self.place, ['X'], 'Out')
-
- class TestProdOp5D(TestXPUReduceProdOp):
- def initTestCase(self):
- self.shape = (1, 2, 5, 6, 10)
- self.axis = (0,)
-
- class TestProdOp6D(TestXPUReduceProdOp):
- def initTestCase(self):
- self.shape = (1, 1, 2, 5, 6, 10)
- self.axis = (0,)
-
- class TestProdOp8D(TestXPUReduceProdOp):
- def initTestCase(self):
- self.shape = (1, 3, 1, 2, 1, 4, 3, 10)
- self.axis = (0, 3)
-
- class Test1DReduce(TestXPUReduceProdOp):
- def initTestCase(self):
- self.shape = 120
- self.axis = (0,)
-
- class Test2DReduce0(TestXPUReduceProdOp):
- def initTestCase(self):
- self.shape = (20, 10)
- self.axis = (0,)
-
- class Test2DReduce1(TestXPUReduceProdOp):
- def initTestCase(self):
- self.shape = (20, 10)
- self.axis = (1,)
-
- class Test3DReduce0(TestXPUReduceProdOp):
- def initTestCase(self):
- self.shape = (5, 6, 7)
- self.axis = (1,)
-
- class Test3DReduce1(TestXPUReduceProdOp):
- def initTestCase(self):
- self.shape = (5, 6, 7)
- self.axis = (2,)
-
- class Test3DReduce2(TestXPUReduceProdOp):
- def initTestCase(self):
- self.shape = (5, 6, 7)
- self.axis = (-2,)
-
- class Test3DReduce3(TestXPUReduceProdOp):
- def initTestCase(self):
- self.shape = (5, 6, 7)
- self.axis = (1, 2)
-
- class TestKeepDimReduce(TestXPUReduceProdOp):
- def initTestCase(self):
- self.shape = (5, 6, 10)
- self.axis = (1,)
- self.keep_dim = True
-
- class TestKeepDim8DReduce(TestXPUReduceProdOp):
- def initTestCase(self):
- self.shape = (2, 5, 3, 2, 2, 3, 4, 2)
- self.axis = (3, 4, 5)
- self.keep_dim = True
-
- class TestReduceAll(TestXPUReduceProdOp):
- def initTestCase(self):
- self.shape = (5, 6, 2, 10)
- self.axis = (0,)
- self.reduce_all = True
-
-
- support_types = get_xpu_op_support_types('reduce_prod')
- for stype in support_types:
- create_test_class(globals(), XPUTestReduceProdOP, stype)
-
- if __name__ == '__main__':
- unittest.main()
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