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_DEPTHWISE_CONV2D_NATIVE_BUILDER_H 17 #define NEURAL_NETWORK_RUNTIME_DEPTHWISE_CONV2D_NATIVE_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 DepthwiseConv2DNativeBuilder : public OpsBuilder { 27 public: 28 typedef OH_NN_ReturnCode (DepthwiseConv2DNativeBuilder::*FuncPtr)(const std::shared_ptr<NNTensor>&); 29 30 DepthwiseConv2DNativeBuilder(); 31 ~DepthwiseConv2DNativeBuilder() 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 LiteGraphPrimitvePtr GetPrimitive() override; 37 38 private: 39 OH_NN_ReturnCode SetInputAndOutput(const std::vector<uint32_t>& inputsIndex, 40 const std::vector<uint32_t>& outputsIndex, const std::vector<std::shared_ptr<NNTensor>>& allTensors); 41 OH_NN_ReturnCode SetIsPadMode(const std::shared_ptr<NNTensor>& tensor, 42 bool &isPadMode); 43 OH_NN_ReturnCode SetPadModeOrPaddings(const std::shared_ptr<NNTensor>& tensor); 44 OH_NN_ReturnCode SetKernelSize(const std::vector<uint32_t>& inputsIndex, 45 const std::vector<std::shared_ptr<NNTensor>>& allTensors); 46 OH_NN_ReturnCode SetDilation(const std::shared_ptr<NNTensor>& tensor); 47 OH_NN_ReturnCode SetStrides(const std::shared_ptr<NNTensor>& tensor); 48 OH_NN_ReturnCode SetActivation(const std::shared_ptr<NNTensor>& tensor); 49 50 private: 51 int64_t m_inChannel{0}; 52 int64_t m_outChannel{0}; 53 std::vector<int64_t> m_kernelSize; 54 std::vector<int64_t> m_strides; 55 std::vector<int64_t> m_pad; 56 std::vector<int64_t> m_dilation; 57 mindspore::lite::PadMode m_padMode{mindspore::lite::PAD_MODE_PAD}; 58 mindspore::lite::ActivationType m_activationType{mindspore::lite::ACTIVATION_TYPE_NO_ACTIVATION}; 59 std::unordered_map<OH_NN_TensorType, FuncPtr> m_paramMap = { 60 {OH_NN_DEPTHWISE_CONV2D_NATIVE_STRIDES, &DepthwiseConv2DNativeBuilder::SetStrides}, 61 {OH_NN_DEPTHWISE_CONV2D_NATIVE_PAD, &DepthwiseConv2DNativeBuilder::SetPadModeOrPaddings}, 62 {OH_NN_DEPTHWISE_CONV2D_NATIVE_DILATION, &DepthwiseConv2DNativeBuilder::SetDilation}, 63 {OH_NN_DEPTHWISE_CONV2D_NATIVE_PAD_MODE, &DepthwiseConv2DNativeBuilder::SetPadModeOrPaddings}, 64 {OH_NN_DEPTHWISE_CONV2D_NATIVE_ACTIVATION_TYPE, &DepthwiseConv2DNativeBuilder::SetActivation} 65 }; 66 }; 67 } // namespace Ops 68 } // namespace NeuralNetworkRuntime 69 } // namespace OHOS 70 71 #endif // NEURAL_NETWORK_RUNTIME_DEPTHWISE_CONV2D_NATIVE_BUILDER_H