forked from mindspore-Ecosystem/mindspore
658 lines
21 KiB
Python
658 lines
21 KiB
Python
# Copyright 2020 Huawei Technologies Co., Ltd
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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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# ============================================================================
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import numpy as np
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import pytest
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from mindspore import Tensor
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from mindspore.ops import composite as C
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import mindspore.nn as nn
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import mindspore.context as context
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class RepeatElementsNet(nn.Cell):
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def __init__(self, rep, axis):
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super(RepeatElementsNet, self).__init__()
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self.rep = rep
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self.axis = axis
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def construct(self, x):
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return C.repeat_elements(x, self.rep, self.axis)
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def repeat_elements(x, rep, axis):
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repeat_elements_net = RepeatElementsNet(rep, axis)
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return repeat_elements_net(Tensor(x.astype(np.int32))).asnumpy()
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@pytest.mark.level0
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@pytest.mark.platform_x86_gpu_training
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@pytest.mark.env_onecard
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def test_repeat_elements_1d_one_element_rep_1():
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context.set_context(mode=context.GRAPH_MODE, device_target="GPU")
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a = np.arange(1)
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ms_out = repeat_elements(a, 1, 0)
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np_out = a.repeat(1, 0)
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np.testing.assert_array_equal(np_out, ms_out)
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@pytest.mark.level0
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@pytest.mark.platform_x86_gpu_training
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@pytest.mark.env_onecard
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def test_repeat_elements_1d_one_element_rep_many():
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context.set_context(mode=context.GRAPH_MODE, device_target="GPU")
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a = np.arange(1)
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ms_out = repeat_elements(a, 5, 0)
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np_out = a.repeat(5, 0)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 513, 0)
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np_out = a.repeat(513, 0)
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np.testing.assert_array_equal(np_out, ms_out)
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@pytest.mark.level0
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@pytest.mark.platform_x86_gpu_training
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@pytest.mark.env_onecard
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def test_repeat_elements_1d_rep_1():
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context.set_context(mode=context.GRAPH_MODE, device_target="GPU")
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a = np.arange(24)
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ms_out = repeat_elements(a, 1, 0)
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np_out = a.repeat(1, 0)
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np.testing.assert_array_equal(np_out, ms_out)
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@pytest.mark.level0
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@pytest.mark.platform_x86_gpu_training
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@pytest.mark.env_onecard
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def test_repeat_elements_1d_rep_many():
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context.set_context(mode=context.GRAPH_MODE, device_target="GPU")
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a = np.arange(24)
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ms_out = repeat_elements(a, 231, 0)
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np_out = a.repeat(231, 0)
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np.testing.assert_array_equal(np_out, ms_out)
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@pytest.mark.level0
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@pytest.mark.platform_x86_gpu_training
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@pytest.mark.env_onecard
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def test_repeat_elements_2d_one_element_rep_1():
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context.set_context(mode=context.GRAPH_MODE, device_target="GPU")
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a = np.arange(1).reshape(1, 1)
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ms_out = repeat_elements(a, 1, 0)
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np_out = a.repeat(1, 0)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 1, 1)
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np_out = a.repeat(1, 1)
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np.testing.assert_array_equal(np_out, ms_out)
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@pytest.mark.level0
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@pytest.mark.platform_x86_gpu_training
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@pytest.mark.env_onecard
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def test_repeat_elements_2d_one_element_rep_many():
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context.set_context(mode=context.GRAPH_MODE, device_target="GPU")
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a = np.arange(1).reshape(1, 1)
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ms_out = repeat_elements(a, 13, 0)
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np_out = a.repeat(13, 0)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 13, 1)
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np_out = a.repeat(13, 1)
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np.testing.assert_array_equal(np_out, ms_out)
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@pytest.mark.level0
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@pytest.mark.platform_x86_gpu_training
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@pytest.mark.env_onecard
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def test_repeat_elements_2d_rep_1():
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context.set_context(mode=context.GRAPH_MODE, device_target="GPU")
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a = np.arange(24).reshape(12, 2)
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ms_out = repeat_elements(a, 1, 0)
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np_out = a.repeat(1, 0)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 1, 1)
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np_out = a.repeat(1, 1)
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np.testing.assert_array_equal(np_out, ms_out)
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@pytest.mark.level0
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@pytest.mark.platform_x86_gpu_training
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@pytest.mark.env_onecard
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def test_repeat_elements_2d_rep_many():
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context.set_context(mode=context.GRAPH_MODE, device_target="GPU")
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a = np.arange(24).reshape(8, 3)
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ms_out = repeat_elements(a, 23, 0)
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np_out = a.repeat(23, 0)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 23, 1)
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np_out = a.repeat(23, 1)
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np.testing.assert_array_equal(np_out, ms_out)
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@pytest.mark.level0
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@pytest.mark.platform_x86_gpu_training
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@pytest.mark.env_onecard
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def test_repeat_elements_3d_one_element_rep_1():
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context.set_context(mode=context.GRAPH_MODE, device_target="GPU")
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a = np.arange(1).reshape(1, 1, 1)
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ms_out = repeat_elements(a, 1, 0)
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np_out = a.repeat(1, 0)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 1, 1)
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np_out = a.repeat(1, 1)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 1, 2)
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np_out = a.repeat(1, 2)
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np.testing.assert_array_equal(np_out, ms_out)
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@pytest.mark.level0
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@pytest.mark.platform_x86_gpu_training
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@pytest.mark.env_onecard
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def test_repeat_elements_3d_one_element_rep_many():
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context.set_context(mode=context.GRAPH_MODE, device_target="GPU")
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a = np.arange(1).reshape(1, 1, 1)
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ms_out = repeat_elements(a, 43, 0)
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np_out = a.repeat(43, 0)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 43, 1)
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np_out = a.repeat(43, 1)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 43, 2)
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np_out = a.repeat(43, 2)
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np.testing.assert_array_equal(np_out, ms_out)
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@pytest.mark.level0
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@pytest.mark.platform_x86_gpu_training
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@pytest.mark.env_onecard
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def test_repeat_elements_3d_rep_1():
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context.set_context(mode=context.GRAPH_MODE, device_target="GPU")
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a = np.arange(60).reshape(6, 2, 5)
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ms_out = repeat_elements(a, 1, 0)
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np_out = a.repeat(1, 0)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 1, 1)
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np_out = a.repeat(1, 1)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 1, 2)
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np_out = a.repeat(1, 2)
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np.testing.assert_array_equal(np_out, ms_out)
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@pytest.mark.level0
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@pytest.mark.platform_x86_gpu_training
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@pytest.mark.env_onecard
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def test_repeat_elements_3d_rep_many():
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context.set_context(mode=context.GRAPH_MODE, device_target="GPU")
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a = np.arange(60).reshape(3, 4, 5)
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ms_out = repeat_elements(a, 14, 0)
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np_out = a.repeat(14, 0)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 14, 1)
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np_out = a.repeat(14, 1)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 14, 2)
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np_out = a.repeat(14, 2)
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np.testing.assert_array_equal(np_out, ms_out)
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@pytest.mark.level0
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@pytest.mark.platform_x86_gpu_training
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@pytest.mark.env_onecard
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def test_repeat_elements_4d_one_element_rep_1():
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context.set_context(mode=context.GRAPH_MODE, device_target="GPU")
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a = np.arange(1).reshape(1, 1, 1, 1)
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ms_out = repeat_elements(a, 1, 0)
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np_out = a.repeat(1, 0)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 1, 1)
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np_out = a.repeat(1, 1)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 1, 2)
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np_out = a.repeat(1, 2)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 1, 3)
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np_out = a.repeat(1, 3)
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np.testing.assert_array_equal(np_out, ms_out)
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@pytest.mark.level0
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@pytest.mark.platform_x86_gpu_training
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@pytest.mark.env_onecard
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def test_repeat_elements_4d_one_element_rep_many():
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context.set_context(mode=context.GRAPH_MODE, device_target="GPU")
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a = np.arange(1).reshape(1, 1, 1, 1)
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ms_out = repeat_elements(a, 17, 0)
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np_out = a.repeat(17, 0)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 17, 1)
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np_out = a.repeat(17, 1)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 17, 2)
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np_out = a.repeat(17, 2)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 17, 3)
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np_out = a.repeat(17, 3)
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np.testing.assert_array_equal(np_out, ms_out)
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@pytest.mark.level0
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@pytest.mark.platform_x86_gpu_training
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@pytest.mark.env_onecard
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def test_repeat_elements_4d_rep_1():
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context.set_context(mode=context.GRAPH_MODE, device_target="GPU")
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a = np.arange(24).reshape(4, 3, 2, 1)
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ms_out = repeat_elements(a, 1, 0)
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np_out = a.repeat(1, 0)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 1, 1)
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np_out = a.repeat(1, 1)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 1, 2)
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np_out = a.repeat(1, 2)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 1, 3)
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np_out = a.repeat(1, 3)
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np.testing.assert_array_equal(np_out, ms_out)
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@pytest.mark.level0
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@pytest.mark.platform_x86_gpu_training
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@pytest.mark.env_onecard
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def test_repeat_elements_4d_rep_many():
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context.set_context(mode=context.GRAPH_MODE, device_target="GPU")
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a = np.arange(24).reshape(2, 2, 2, 3)
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ms_out = repeat_elements(a, 23, 0)
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np_out = a.repeat(23, 0)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 23, 1)
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np_out = a.repeat(23, 1)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 23, 2)
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np_out = a.repeat(23, 2)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 23, 3)
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np_out = a.repeat(23, 3)
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np.testing.assert_array_equal(np_out, ms_out)
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@pytest.mark.level0
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@pytest.mark.platform_x86_gpu_training
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@pytest.mark.env_onecard
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def test_repeat_elements_5d_one_element_rep_1():
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context.set_context(mode=context.GRAPH_MODE, device_target="GPU")
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a = np.arange(1).reshape(1, 1, 1, 1, 1)
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ms_out = repeat_elements(a, 1, 0)
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np_out = a.repeat(1, 0)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 1, 1)
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np_out = a.repeat(1, 1)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 1, 2)
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np_out = a.repeat(1, 2)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 1, 3)
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np_out = a.repeat(1, 3)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 1, 4)
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np_out = a.repeat(1, 4)
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np.testing.assert_array_equal(np_out, ms_out)
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@pytest.mark.level0
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@pytest.mark.platform_x86_gpu_training
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@pytest.mark.env_onecard
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def test_repeat_elements_5d_one_element_rep_many():
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context.set_context(mode=context.GRAPH_MODE, device_target="GPU")
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a = np.arange(1).reshape(1, 1, 1, 1, 1)
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ms_out = repeat_elements(a, 19, 0)
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np_out = a.repeat(19, 0)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 19, 1)
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np_out = a.repeat(19, 1)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 19, 2)
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np_out = a.repeat(19, 2)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 19, 3)
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np_out = a.repeat(19, 3)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 19, 4)
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np_out = a.repeat(19, 4)
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np.testing.assert_array_equal(np_out, ms_out)
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@pytest.mark.level0
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@pytest.mark.platform_x86_gpu_training
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@pytest.mark.env_onecard
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def test_repeat_elements_5d_rep_1():
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context.set_context(mode=context.GRAPH_MODE, device_target="GPU")
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a = np.arange(224).reshape(8, 2, 1, 7, 2)
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ms_out = repeat_elements(a, 1, 0)
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np_out = a.repeat(1, 0)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 1, 1)
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np_out = a.repeat(1, 1)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 1, 2)
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np_out = a.repeat(1, 2)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 1, 3)
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np_out = a.repeat(1, 3)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 1, 4)
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np_out = a.repeat(1, 4)
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np.testing.assert_array_equal(np_out, ms_out)
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@pytest.mark.level0
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@pytest.mark.platform_x86_gpu_training
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@pytest.mark.env_onecard
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def test_repeat_elements_5d_rep_many():
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context.set_context(mode=context.GRAPH_MODE, device_target="GPU")
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a = np.arange(224).reshape(1, 7, 4, 4, 2)
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ms_out = repeat_elements(a, 7, 0)
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np_out = a.repeat(7, 0)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 7, 1)
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np_out = a.repeat(7, 1)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 7, 2)
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np_out = a.repeat(7, 2)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 7, 3)
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np_out = a.repeat(7, 3)
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np.testing.assert_array_equal(np_out, ms_out)
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ms_out = repeat_elements(a, 7, 4)
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np_out = a.repeat(7, 4)
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np.testing.assert_array_equal(np_out, ms_out)
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@pytest.mark.level0
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@pytest.mark.platform_x86_gpu_training
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@pytest.mark.env_onecard
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def test_repeat_elements_large_one_element_rep_1():
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context.set_context(mode=context.GRAPH_MODE, device_target="GPU")
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a = np.arange(1).reshape(1, 1, 1, 1, 1, 1, 1, 1)
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ms_out = repeat_elements(a, 1, 0)
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np_out = a.repeat(1, 0)
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np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
ms_out = repeat_elements(a, 1, 1)
|
|
np_out = a.repeat(1, 1)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
ms_out = repeat_elements(a, 1, 2)
|
|
np_out = a.repeat(1, 2)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
ms_out = repeat_elements(a, 1, 3)
|
|
np_out = a.repeat(1, 3)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
ms_out = repeat_elements(a, 1, 4)
|
|
np_out = a.repeat(1, 4)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
ms_out = repeat_elements(a, 1, 5)
|
|
np_out = a.repeat(1, 5)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
ms_out = repeat_elements(a, 1, 6)
|
|
np_out = a.repeat(1, 6)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
ms_out = repeat_elements(a, 1, 7)
|
|
np_out = a.repeat(1, 7)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
@pytest.mark.level0
|
|
@pytest.mark.platform_x86_gpu_training
|
|
@pytest.mark.env_onecard
|
|
def test_repeat_elements_large_one_element_rep_many():
|
|
context.set_context(mode=context.GRAPH_MODE, device_target="GPU")
|
|
a = np.arange(1).reshape(1, 1, 1, 1, 1, 1, 1, 1)
|
|
|
|
ms_out = repeat_elements(a, 42, 0)
|
|
np_out = a.repeat(42, 0)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
ms_out = repeat_elements(a, 42, 1)
|
|
np_out = a.repeat(42, 1)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
ms_out = repeat_elements(a, 42, 2)
|
|
np_out = a.repeat(42, 2)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
ms_out = repeat_elements(a, 42, 3)
|
|
np_out = a.repeat(42, 3)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
ms_out = repeat_elements(a, 42, 4)
|
|
np_out = a.repeat(42, 4)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
ms_out = repeat_elements(a, 42, 5)
|
|
np_out = a.repeat(42, 5)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
ms_out = repeat_elements(a, 42, 6)
|
|
np_out = a.repeat(42, 6)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
ms_out = repeat_elements(a, 42, 7)
|
|
np_out = a.repeat(42, 7)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
@pytest.mark.level0
|
|
@pytest.mark.platform_x86_gpu_training
|
|
@pytest.mark.env_onecard
|
|
def test_repeat_elements_large_rep_1():
|
|
context.set_context(mode=context.GRAPH_MODE, device_target="GPU")
|
|
a = np.arange(1152).reshape(2, 3, 4, 8, 1, 1, 2, 3)
|
|
|
|
ms_out = repeat_elements(a, 1, 0)
|
|
np_out = a.repeat(1, 0)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
ms_out = repeat_elements(a, 1, 1)
|
|
np_out = a.repeat(1, 1)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
ms_out = repeat_elements(a, 1, 2)
|
|
np_out = a.repeat(1, 2)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
ms_out = repeat_elements(a, 1, 3)
|
|
np_out = a.repeat(1, 3)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
ms_out = repeat_elements(a, 1, 4)
|
|
np_out = a.repeat(1, 4)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
ms_out = repeat_elements(a, 1, 5)
|
|
np_out = a.repeat(1, 5)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
ms_out = repeat_elements(a, 1, 6)
|
|
np_out = a.repeat(1, 6)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
ms_out = repeat_elements(a, 1, 7)
|
|
np_out = a.repeat(1, 7)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
@pytest.mark.level0
|
|
@pytest.mark.platform_x86_gpu_training
|
|
@pytest.mark.env_onecard
|
|
def test_repeat_elements_large_rep_many():
|
|
context.set_context(mode=context.GRAPH_MODE, device_target="GPU")
|
|
a = np.arange(1152).reshape(4, 3, 4, 2, 1, 1, 4, 3)
|
|
|
|
ms_out = repeat_elements(a, 4, 0)
|
|
np_out = a.repeat(4, 0)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
ms_out = repeat_elements(a, 4, 1)
|
|
np_out = a.repeat(4, 1)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
ms_out = repeat_elements(a, 4, 2)
|
|
np_out = a.repeat(4, 2)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
ms_out = repeat_elements(a, 4, 3)
|
|
np_out = a.repeat(4, 3)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
ms_out = repeat_elements(a, 4, 4)
|
|
np_out = a.repeat(4, 4)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
ms_out = repeat_elements(a, 4, 5)
|
|
np_out = a.repeat(4, 5)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
ms_out = repeat_elements(a, 4, 6)
|
|
np_out = a.repeat(4, 6)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
ms_out = repeat_elements(a, 4, 7)
|
|
np_out = a.repeat(4, 7)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
@pytest.mark.level0
|
|
@pytest.mark.platform_x86_gpu_training
|
|
@pytest.mark.env_onecard
|
|
def test_repeat_elements_half():
|
|
context.set_context(mode=context.GRAPH_MODE, device_target="GPU")
|
|
a = np.arange(1152).astype(np.float16).reshape(4, 3, 4, 2, 1, 1, 4, 3)
|
|
|
|
ms_out = repeat_elements(a, 4, 0)
|
|
np_out = a.repeat(4, 0)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
ms_out = repeat_elements(a, 4, 1)
|
|
np_out = a.repeat(4, 1)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
ms_out = repeat_elements(a, 4, 2)
|
|
np_out = a.repeat(4, 2)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
ms_out = repeat_elements(a, 4, 3)
|
|
np_out = a.repeat(4, 3)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
ms_out = repeat_elements(a, 4, 4)
|
|
np_out = a.repeat(4, 4)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
ms_out = repeat_elements(a, 4, 5)
|
|
np_out = a.repeat(4, 5)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
ms_out = repeat_elements(a, 4, 6)
|
|
np_out = a.repeat(4, 6)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
ms_out = repeat_elements(a, 4, 7)
|
|
np_out = a.repeat(4, 7)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
@pytest.mark.level0
|
|
@pytest.mark.platform_x86_gpu_training
|
|
@pytest.mark.env_onecard
|
|
def test_repeat_elements_net_multi_use():
|
|
context.set_context(mode=context.GRAPH_MODE, device_target="GPU")
|
|
|
|
rep = 3
|
|
axis = 4
|
|
repeat_elements_net = RepeatElementsNet(rep, axis)
|
|
|
|
a = np.arange(64).reshape(2, 2, 2, 2, 2, 2)
|
|
ms_out = repeat_elements_net(Tensor(a.astype(np.int32))).asnumpy()
|
|
np_out = a.repeat(rep, axis)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
a = np.arange(128).reshape(2, 2, 4, 2, 2, 2)
|
|
ms_out = repeat_elements_net(Tensor(a.astype(np.int32))).asnumpy()
|
|
np_out = a.repeat(rep, axis)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
a = np.arange(18).reshape(1, 1, 3, 2, 3, 1)
|
|
ms_out = repeat_elements_net(Tensor(a.astype(np.int32))).asnumpy()
|
|
np_out = a.repeat(rep, axis)
|
|
np.testing.assert_array_equal(np_out, ms_out)
|
|
|
|
@pytest.mark.level0
|
|
@pytest.mark.platform_x86_gpu_training
|
|
@pytest.mark.env_onecard
|
|
def test_repeat_elements_invalid_input():
|
|
context.set_context(mode=context.GRAPH_MODE, device_target="GPU")
|
|
a = np.arange(64).reshape(2, 2, 2, 2, 2, 2)
|
|
with pytest.raises(ValueError):
|
|
_ = repeat_elements(a, 0, 0)
|
|
|
|
with pytest.raises(ValueError):
|
|
_ = repeat_elements(a, 1, 6)
|
|
|
|
with pytest.raises(ValueError):
|
|
_ = repeat_elements(a, 1, -7)
|