1 /* 2 * Copyright (c) 2022 Huawei Device Co., Ltd. 3 * Licensed under the Apache License, Version 2.0 (the "License"); 4 * you may not use this file except in compliance with the License. 5 * You may obtain a copy of the License at 6 * 7 * http://www.apache.org/licenses/LICENSE-2.0 8 * 9 * Unless required by applicable law or agreed to in writing, software 10 * distributed under the License is distributed on an "AS IS" BASIS, 11 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 12 * See the License for the specific language governing permissions and 13 * limitations under the License. 14 */ 15 16 #ifndef NEURAL_NETWORK_RUNTIME_CONV2D_BUILDER_H 17 #define NEURAL_NETWORK_RUNTIME_CONV2D_BUILDER_H 18 19 #include "ops_builder.h" 20 #include "ops_registry.h" 21 #include "mindir.h" 22 23 namespace OHOS { 24 namespace NeuralNetworkRuntime { 25 namespace Ops { 26 class Conv2DBuilder : public OpsBuilder { 27 public: 28 typedef OH_NN_ReturnCode (Conv2DBuilder::*FuncPtr)(const std::shared_ptr<NNTensor>&); 29 30 Conv2DBuilder(); 31 ~Conv2DBuilder() override; 32 OH_NN_ReturnCode Build(const std::vector<uint32_t>& paramsIndex, 33 const std::vector<uint32_t>& inputsIndex, 34 const std::vector<uint32_t>& outputsIndex, 35 const std::vector<std::shared_ptr<NNTensor>>& allTensors) override; 36 37 LiteGraphPrimitvePtr GetPrimitive() override; 38 39 private: 40 OH_NN_ReturnCode SetInputAndOutput(const std::vector<uint32_t>& inputsIndex, 41 const std::vector<uint32_t>& outputsIndex, 42 const std::vector<std::shared_ptr<NNTensor>>& allTensors); 43 OH_NN_ReturnCode SetChannel(const std::vector<uint32_t>& inputsIndex, 44 const std::vector<std::shared_ptr<NNTensor>>& allTensors); 45 void SetKernelSize(const std::vector<uint32_t>& inputsIndex, 46 const std::vector<std::shared_ptr<NNTensor>>& allTensors); 47 OH_NN_ReturnCode SetStrides(const std::shared_ptr<NNTensor>& tensor); 48 OH_NN_ReturnCode SetDilation(const std::shared_ptr<NNTensor>& tensor); 49 OH_NN_ReturnCode SetPad(const std::shared_ptr<NNTensor>& tensor); 50 OH_NN_ReturnCode SetGroup(const std::shared_ptr<NNTensor>& tensor); 51 OH_NN_ReturnCode SetActavitation(const std::shared_ptr<NNTensor>& tensor); 52 53 private: 54 int64_t m_group {1}; 55 int64_t m_inChannel {0}; 56 int64_t m_outChannel {0}; 57 std::vector<int64_t> m_kernelSize; 58 std::vector<int64_t> m_strides; 59 std::vector<int64_t> m_pad; 60 std::vector<int64_t> m_dilation; 61 mindspore::lite::PadMode m_padMode {mindspore::lite::PAD_MODE_PAD}; 62 mindspore::lite::ActivationType m_activationType {mindspore::lite::ACTIVATION_TYPE_NO_ACTIVATION}; 63 std::unordered_map<OH_NN_TensorType, FuncPtr> m_paramMap = { 64 {OH_NN_CONV2D_STRIDES, &Conv2DBuilder::SetStrides}, 65 {OH_NN_CONV2D_PAD, &Conv2DBuilder::SetPad}, 66 {OH_NN_CONV2D_DILATION, &Conv2DBuilder::SetDilation}, 67 {OH_NN_CONV2D_PAD_MODE, &Conv2DBuilder::SetPad}, 68 {OH_NN_CONV2D_ACTIVATION_TYPE, &Conv2DBuilder::SetActavitation}, 69 {OH_NN_CONV2D_GROUP, &Conv2DBuilder::SetGroup} 70 }; 71 }; 72 } // namespace Ops 73 } // namespace NeuralNetworkRuntime 74 } // namespace OHOS 75 #endif // NEURAL_NETWORK_RUNTIME_CONV2D_BUILDER_H