wehub-resource-sync
92 lines
2.7 KiB
Python
92 lines
2.7 KiB
Python
# Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import unittest
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import numpy as np
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from get_test_cover_info import (
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XPUOpTestWrapper,
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create_test_class,
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get_xpu_op_support_types,
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)
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from op_test_xpu import XPUOpTest
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import paddle
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paddle.enable_static()
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class XPUTestRollOp(XPUOpTestWrapper):
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def __init__(self):
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self.op_name = "roll"
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self.use_dynamic_create_class = False
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class TestXPURollOp(XPUOpTest):
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def setUp(self):
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self.op_type = "roll"
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self.dtype = self.in_type
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self.init_shapes()
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self.inputs = {
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'X': np.random.random(self.x_shape).astype(self.dtype)
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}
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self.attrs = {'shifts': self.shifts, 'axis': self.axis}
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self.outputs = {
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'Out': np.roll(
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self.inputs['X'], self.attrs['shifts'], self.attrs['axis']
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)
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}
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def init_shapes(self):
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self.x_shape = (100, 4, 5)
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self.shifts = [101, -1]
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self.axis = [0, -2]
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def test_check_output(self):
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self.check_output_with_place(paddle.XPUPlace(0))
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def test_check_grad(self):
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self.check_grad_with_place(paddle.XPUPlace(0), ['X'], 'Out')
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class TestRollOpCase2(TestXPURollOp):
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def init_shapes(self):
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self.x_shape = (100, 10, 5)
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self.shifts = [8, -1]
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self.axis = [-1, -2]
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class TestRollOpCase3(TestXPURollOp):
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def init_shapes(self):
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self.x_shape = (100, 10, 5, 10, 15)
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self.shifts = [50, -1, 3]
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self.axis = [-1, -2, 1]
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class TestRollOpCase4(TestXPURollOp):
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def init_shapes(self):
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self.x_shape = (100, 10, 5, 10, 15)
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self.shifts = [8, -1]
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self.axis = [-1, -2]
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class TestRollOpCase5(TestXPURollOp):
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def init_shapes(self):
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self.x_shape = (100, 10, 5, 10)
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self.shifts = [20, -1]
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self.axis = [0, -2]
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support_types = get_xpu_op_support_types('roll')
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for stype in support_types:
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create_test_class(globals(), XPUTestRollOp, stype)
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if __name__ == "__main__":
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unittest.main()
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