mirror of
https://github.com/openharmony/neural_network_runtime.git
synced 2026-07-01 08:12:02 -04:00
yangyongjie
65 lines
2.7 KiB
C++
65 lines
2.7 KiB
C++
/*
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* Copyright (c) 2022 Huawei Device Co., Ltd.
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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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#ifndef NEURAL_NETWORK_RUNTIME_CONV2D_BUILDER_H
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#define NEURAL_NETWORK_RUNTIME_CONV2D_BUILDER_H
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#include "frameworks/native/ops_builder.h"
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#include "frameworks/native/ops_registry.h"
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#include "mindir.h"
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namespace OHOS {
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namespace NeuralNetworkRuntime {
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namespace Ops {
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class Conv2DBuilder : public OpsBuilder {
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public:
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Conv2DBuilder();
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~Conv2DBuilder() override;
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OH_NN_ReturnCode Build(const std::vector<uint32_t>& paramsIndex,
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const std::vector<uint32_t>& inputsIndex,
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const std::vector<uint32_t>& outputsIndex,
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const std::vector<std::shared_ptr<NNTensor>>& allTensors) override;
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LiteGraphPrimitvePtr GetPrimitive() override;
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private:
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OH_NN_ReturnCode SetInputAndOutput(const std::vector<uint32_t>& inputsIndex,
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const std::vector<uint32_t>& outputsIndex,
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const std::vector<std::shared_ptr<NNTensor>>& allTensors);
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OH_NN_ReturnCode SetChannel(const std::vector<uint32_t>& inputsIndex,
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const std::vector<std::shared_ptr<NNTensor>>& allTensors);
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void SetKernelSize(const std::vector<uint32_t>& inputsIndex,
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const std::vector<std::shared_ptr<NNTensor>>& allTensors);
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OH_NN_ReturnCode SetStrides(std::shared_ptr<NNTensor> tensor);
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OH_NN_ReturnCode SetDilation(std::shared_ptr<NNTensor> tensor);
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OH_NN_ReturnCode SetPad(std::shared_ptr<NNTensor> tensor);
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OH_NN_ReturnCode SetGroup(std::shared_ptr<NNTensor> tensor);
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OH_NN_ReturnCode SetActavitation(std::shared_ptr<NNTensor> tensor);
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private:
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int64_t m_group{1};
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int64_t m_inChannel{0};
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int64_t m_outChannel{0};
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std::vector<int64_t> m_kernelSize;
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std::vector<int64_t> m_strides;
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std::vector<int64_t> m_pad;
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std::vector<int64_t> m_dilation;
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mindspore::lite::PadMode m_padMode{mindspore::lite::PAD_MODE_PAD};
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mindspore::lite::ActivationType m_activationType{mindspore::lite::ACTIVATION_TYPE_NO_ACTIVATION};
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};
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} // namespace Ops
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} // namespace NeuralNetworkRuntime
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} // namespace OHOS
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#endif // NEURAL_NETWORK_RUNTIME_CONV2D_BUILDER_H
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