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[NPU] Support npu kernel for shape op (PaddlePaddle#31427)
* add shape npu * fix * fix
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/* Copyright (c) 2021 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. */ | ||
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#include <memory> | ||
#include <string> | ||
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#include "paddle/fluid/operators/npu_op_runner.h" | ||
#include "paddle/fluid/operators/shape_op.h" | ||
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namespace paddle { | ||
namespace operators { | ||
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using Tensor = framework::Tensor; | ||
using SelectedRows = framework::SelectedRows; | ||
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template <typename DeviceContext, typename T> | ||
class ShapeNPUKernel : public framework::OpKernel<T> { | ||
public: | ||
void Compute(const framework::ExecutionContext& ctx) const override { | ||
auto* in_var = ctx.InputVar("Input"); | ||
framework::DDim in_dims; | ||
if (in_var->IsType<SelectedRows>()) { | ||
in_dims = in_var->Get<SelectedRows>().value().dims(); | ||
} else { | ||
in_dims = in_var->Get<LoDTensor>().dims(); | ||
} | ||
auto* out_t = ctx.Output<Tensor>("Out"); | ||
out_t->Resize({in_dims.size()}); | ||
// to do: cpuplace? | ||
auto out_data = out_t->mutable_data<int32_t>(platform::CPUPlace()); | ||
for (int i = 0; i < in_dims.size(); ++i) { | ||
out_data[i] = in_dims[i]; | ||
} | ||
} | ||
}; | ||
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} // namespace operators | ||
} // namespace paddle | ||
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namespace ops = paddle::operators; | ||
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REGISTER_OP_NPU_KERNEL( | ||
shape, ops::ShapeNPUKernel<paddle::platform::NPUDeviceContext, bool>, | ||
ops::ShapeNPUKernel<paddle::platform::NPUDeviceContext, int>, | ||
ops::ShapeNPUKernel<paddle::platform::NPUDeviceContext, int8_t>, | ||
ops::ShapeNPUKernel<paddle::platform::NPUDeviceContext, uint8_t>, | ||
ops::ShapeNPUKernel<paddle::platform::NPUDeviceContext, int64_t>, | ||
ops::ShapeNPUKernel<paddle::platform::NPUDeviceContext, float>, | ||
ops::ShapeNPUKernel<paddle::platform::NPUDeviceContext, double>); | ||
#endif |
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python/paddle/fluid/tests/unittests/npu/test_shape_op_npu.py
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# Copyright (c) 2021 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. | ||
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from __future__ import print_function | ||
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import numpy as np | ||
import unittest | ||
import sys | ||
sys.path.append("..") | ||
from op_test import OpTest | ||
import paddle | ||
import paddle.fluid as fluid | ||
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paddle.enable_static() | ||
SEED = 2021 | ||
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@unittest.skipIf(not paddle.is_compiled_with_npu(), | ||
"core is not compiled with NPU") | ||
class TestShape(OpTest): | ||
def setUp(self): | ||
self.set_npu() | ||
self.op_type = "shape" | ||
self.place = paddle.NPUPlace(0) | ||
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self.init_dtype() | ||
np.random.seed(SEED) | ||
x = np.random.uniform(1, 2, [5, 10]).astype(self.dtype) | ||
out = np.array([5, 10]) | ||
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self.inputs = {'Input': OpTest.np_dtype_to_fluid_dtype(x)} | ||
self.attrs = {} | ||
self.outputs = {'Out': out} | ||
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def set_npu(self): | ||
self.__class__.use_npu = True | ||
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def init_dtype(self): | ||
self.dtype = np.float32 | ||
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def test_check_output(self): | ||
self.check_output_with_place(self.place, check_dygraph=False) | ||
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if __name__ == '__main__': | ||
unittest.main() |