forked from mindspore-Ecosystem/mindspore
add testcases to DType dynamic shape
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# Copyright 2021 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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import mindspore as ms
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from mindspore import Tensor
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from mindspore.ops import operations as P
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from mindspore.ops.operations import _inner_ops as inner
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import mindspore.nn as nn
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import mindspore.context as context
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class DTypeNet(nn.Cell):
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def __init__(self):
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super(DTypeNet, self).__init__()
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self.dtype = P.DType()
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def construct(self, x):
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return self.dtype(x)
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class DTypeDynamicNet(nn.Cell):
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def __init__(self):
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super(DTypeDynamicNet, self).__init__()
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self.d = inner.GpuConvertToDynamicShape()
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self.dtype = P.DType()
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def construct(self, x):
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x = self.d(x)
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return self.dtype(x)
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def dtype_with_testcase(mstype):
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context.set_context(mode=context.PYNATIVE_MODE, device_target="GPU")
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x = Tensor(np.arange(34).reshape(2, 17), dtype=mstype)
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net = DTypeNet()
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assert mstype == net(x)
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context.set_context(mode=context.GRAPH_MODE, device_target="GPU")
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assert mstype == net(x)
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def dtype_dynamic_with_testcase(mstype):
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context.set_context(mode=context.GRAPH_MODE, device_target="GPU")
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x = Tensor(np.arange(34).reshape(2, 17), dtype=mstype)
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net = DTypeDynamicNet()
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assert mstype == net(x)
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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_dtype_bool():
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dtype_with_testcase(ms.bool_)
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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_dtype_int8():
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dtype_with_testcase(ms.int8)
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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_dtype_uint8():
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dtype_with_testcase(ms.uint8)
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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_dtype_int16():
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dtype_with_testcase(ms.int16)
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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_dtype_uint16():
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dtype_with_testcase(ms.uint16)
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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_dtype_int32():
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dtype_with_testcase(ms.int32)
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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_dtype_int64():
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dtype_with_testcase(ms.int64)
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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_dtype_float16():
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dtype_with_testcase(ms.float16)
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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_dtype_float32():
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dtype_with_testcase(ms.float32)
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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_dtype_float64():
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dtype_with_testcase(ms.float64)
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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_dynamic_dtype_bool():
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dtype_dynamic_with_testcase(ms.bool_)
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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_dynamic_dtype_int8():
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dtype_dynamic_with_testcase(ms.int8)
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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_dynamic_dtype_uint8():
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dtype_dynamic_with_testcase(ms.uint8)
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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_dynamic_dtype_int16():
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dtype_dynamic_with_testcase(ms.int16)
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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_dynamic_dtype_uint16():
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dtype_dynamic_with_testcase(ms.uint16)
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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_dynamic_dtype_int32():
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dtype_dynamic_with_testcase(ms.int32)
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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_dynamic_dtype_int64():
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dtype_dynamic_with_testcase(ms.int64)
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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_dynamic_dtype_float16():
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dtype_dynamic_with_testcase(ms.float16)
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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_dynamic_dtype_float32():
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dtype_dynamic_with_testcase(ms.float32)
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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_dynamic_dtype_float64():
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dtype_dynamic_with_testcase(ms.float64)
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