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mindspore/tests/st/ops/cpu/test_slice_op.py

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# Copyright 2020 Huawei Technologies Co., Ltd
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#
# 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 numpy as np
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import pytest
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import mindspore.context as context
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import mindspore.nn as nn
from mindspore import Tensor
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from mindspore.common import dtype as mstype
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from mindspore.ops import operations as P
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context.set_context(mode=context.GRAPH_MODE, device_target='CPU')
class Slice(nn.Cell):
def __init__(self):
super(Slice, self).__init__()
self.slice = P.Slice()
def construct(self, x):
return self.slice(x, (0, 1, 0), (2, 1, 3))
@pytest.mark.level0
@pytest.mark.platform_x86_cpu
@pytest.mark.env_onecard
def test_slice():
x = Tensor(
np.array([[[1, -1, 1], [2, -2, 2]], [[3, -3, 3], [4, -4, 4]], [[5, -5, 5], [6, -6, 6]]]), mstype.float32)
expect = [[[2., -2., 2.]],
[[4., -4., 4.]]]
slice_op = Slice()
output = slice_op(x)
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print("output:\n", output)
assert (output.asnumpy() == expect).all()
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if __name__ == '__main__':
test_slice()