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pb2json.h 2.7 kB

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  1. /**
  2. * Copyright 2019-2020 Huawei Technologies Co., Ltd
  3. *
  4. * Licensed under the Apache License, Version 2.0 (the "License");
  5. * you may not use this file except in compliance with the License.
  6. * You may obtain a copy of the License at
  7. *
  8. * http://www.apache.org/licenses/LICENSE-2.0
  9. *
  10. * Unless required by applicable law or agreed to in writing, software
  11. * distributed under the License is distributed on an "AS IS" BASIS,
  12. * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  13. * See the License for the specific language governing permissions and
  14. * limitations under the License.
  15. */
  16. // File: pb2json.h
  17. // Description: This header file for protobuf message and json interconversion
  18. #ifndef GE_COMMON_CONVERT_PB2JSON_H_
  19. #define GE_COMMON_CONVERT_PB2JSON_H_
  20. #include <functional>
  21. #include <memory>
  22. #include <set>
  23. #include <string>
  24. #include "google/protobuf/descriptor.h"
  25. #include "google/protobuf/message.h"
  26. #include "nlohmann/json.hpp"
  27. namespace ge {
  28. using Json = nlohmann::json;
  29. using ProtobufMsg = ::google::protobuf::Message;
  30. using ProtobufReflection = ::google::protobuf::Reflection;
  31. using ProtobufFieldDescriptor = ::google::protobuf::FieldDescriptor;
  32. using ProtobufDescriptor = ::google::protobuf::Descriptor;
  33. using ProtobufEnumValueDescriptor = ::google::protobuf::EnumValueDescriptor;
  34. class Pb2Json {
  35. public:
  36. /**
  37. * @ingroup domi_omg
  38. * @brief Transfer protobuf object to JSON object
  39. * @param [out] json Converted JSON object
  40. * @return void success
  41. * @author
  42. */
  43. static void Message2Json(const ProtobufMsg &message, const std::set<std::string> &black_fields, Json &json,
  44. bool enum2str = false);
  45. protected:
  46. static void RepeatedMessage2Json(const ProtobufMsg &message, const ProtobufFieldDescriptor *field,
  47. const ProtobufReflection *reflection, const std::set<std::string> &black_fields,
  48. Json &json, bool enum2str);
  49. static void Enum2Json(const ProtobufEnumValueDescriptor *enum_value_desc, const ProtobufFieldDescriptor *field,
  50. bool enum2str, Json &json);
  51. static void RepeatedEnum2Json(const ProtobufEnumValueDescriptor *enum_value_desc, bool enum2str, Json &json);
  52. static void OneField2Json(const ProtobufMsg &message, const ProtobufFieldDescriptor *field,
  53. const ProtobufReflection *reflection, const std::set<std::string> &black_fields, Json &json,
  54. bool enum2str);
  55. static std::string TypeBytes2String(std::string &field_name, std::string &type_bytes);
  56. };
  57. } // namespace ge
  58. #endif // GE_COMMON_CONVERT_PB2JSON_H_

图引擎模块(GE)是MindSpore的一个子模块,其代码由C++实现,位于前端模块ME和底层硬件之间,起到承接作用。图引擎模块以ME下发的图作为输入,然后进行一系列的深度图优化操作,最后输出一张可以在底层硬件上高效运行的图。GE针对昇腾AI处理器的硬件结构特点,做了特定的优化工作,以此来充分发挥出昇腾AI处理器的强大算力。在进行模型训练/推理时,GE会被自动调用而用户并不感知。GE主要由GE API和GE Core两部分组成,详细的架构图如下所示