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singleton.h 1.6 kB

5 years ago
5 years ago
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  1. /**
  2. * Copyright 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 GE_COMMON_SINGLETON_H_
  17. #define GE_COMMON_SINGLETON_H_
  18. #include <memory>
  19. #define DECLARE_SINGLETON_CLASS(T) friend class Singleton<T>
  20. namespace ge {
  21. static std::mutex single_mutex_;
  22. // Single thread version single instance template
  23. template <typename T>
  24. class Singleton {
  25. public:
  26. Singleton(Singleton const &) = delete;
  27. Singleton &operator=(Singleton const &) = delete;
  28. template <typename... _Args>
  29. static T *Instance(_Args... args) {
  30. std::lock_guard<std::mutex> lock(single_mutex_);
  31. if (instance_ == nullptr) {
  32. // std::nothrow, Nullptr returned when memory request failed
  33. instance_.reset(new (std::nothrow) T(args...));
  34. }
  35. return instance_.get();
  36. }
  37. static void Destroy(void) { instance_.reset(); }
  38. Singleton() = default;
  39. virtual ~Singleton() = default;
  40. private:
  41. static std::unique_ptr<T> instance_;
  42. };
  43. template <typename T>
  44. std::unique_ptr<T> Singleton<T>::instance_;
  45. } // namespace ge
  46. #endif // GE_COMMON_SINGLETON_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