/* * Copyright (c) 2022 Huawei Device Co., Ltd. * 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. */ #ifndef NEURAL_NETWORK_RUNTIME_CONV2D_BUILDER_H #define NEURAL_NETWORK_RUNTIME_CONV2D_BUILDER_H #include "frameworks/native/ops_builder.h" #include "frameworks/native/ops_registry.h" #include "mindir.h" namespace OHOS { namespace NeuralNetworkRuntime { namespace Ops { class Conv2DBuilder : public OpsBuilder { public: Conv2DBuilder(); ~Conv2DBuilder() override; OH_NN_ReturnCode Build(const std::vector& paramsIndex, const std::vector& inputsIndex, const std::vector& outputsIndex, const std::vector>& allTensors) override; LiteGraphPrimitvePtr GetPrimitive() override; private: OH_NN_ReturnCode SetInputAndOutput(const std::vector& inputsIndex, const std::vector& outputsIndex, const std::vector>& allTensors); OH_NN_ReturnCode SetChannel(const std::vector& inputsIndex, const std::vector>& allTensors); void SetKernelSize(const std::vector& inputsIndex, const std::vector>& allTensors); OH_NN_ReturnCode SetStrides(std::shared_ptr tensor); OH_NN_ReturnCode SetDilation(std::shared_ptr tensor); OH_NN_ReturnCode SetPad(std::shared_ptr tensor); OH_NN_ReturnCode SetGroup(std::shared_ptr tensor); OH_NN_ReturnCode SetActavitation(std::shared_ptr tensor); private: int64_t m_group{1}; int64_t m_inChannel{0}; int64_t m_outChannel{0}; std::vector m_kernelSize; std::vector m_strides; std::vector m_pad; std::vector m_dilation; mindspore::lite::PadMode m_padMode{mindspore::lite::PAD_MODE_PAD}; mindspore::lite::ActivationType m_activationType{mindspore::lite::ACTIVATION_TYPE_NO_ACTIVATION}; }; } // namespace Ops } // namespace NeuralNetworkRuntime } // namespace OHOS #endif // NEURAL_NETWORK_RUNTIME_CONV2D_BUILDER_H