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ascend_string.h 1.6 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. #ifndef INC_EXTERNAL_GRAPH_ASCEND_STRING_H_
  17. #define INC_EXTERNAL_GRAPH_ASCEND_STRING_H_
  18. #include <string>
  19. #include <memory>
  20. #include <functional>
  21. namespace ge {
  22. class AscendString {
  23. public:
  24. AscendString() = default;
  25. ~AscendString() = default;
  26. AscendString(const char* name);
  27. const char* GetString() const;
  28. bool operator<(const AscendString& d) const;
  29. bool operator>(const AscendString& d) const;
  30. bool operator<=(const AscendString& d) const;
  31. bool operator>=(const AscendString& d) const;
  32. bool operator==(const AscendString& d) const;
  33. bool operator!=(const AscendString& d) const;
  34. private:
  35. std::shared_ptr<std::string> name_;
  36. };
  37. } // namespace ge
  38. namespace std {
  39. template <>
  40. struct hash<ge::AscendString> {
  41. size_t operator()(const ge::AscendString& name) const {
  42. std::string str_name;
  43. if (name.GetString() != nullptr) {
  44. str_name = name.GetString();
  45. }
  46. return hash<string>()(str_name);
  47. }
  48. };
  49. } // namespace std
  50. #endif // INC_EXTERNAL_GRAPH_ASCEND_STRING_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