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tsd_client.h 1.5 kB

5 years ago
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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 TDT_HOST_INNER_INC_TSD_CLIENT_H_
  17. #define TDT_HOST_INNER_INC_TSD_CLIENT_H_
  18. #include <condition_variable>
  19. #include <map>
  20. #include <memory>
  21. #include <mutex>
  22. #include "tdt/status.h"
  23. #ifdef __cplusplus
  24. extern "C" {
  25. #endif // __cplusplus
  26. namespace tdt {
  27. constexpr uint32_t RANK_SIZE_DEFAULT_VALUE = 1;
  28. class TsdClient {
  29. public:
  30. static TsdClient *GetInstance();
  31. ~TsdClient();
  32. TDT_StatusT Open(const uint32_t phyDeviceId, const uint32_t rankSize = RANK_SIZE_DEFAULT_VALUE);
  33. TDT_StatusT Close();
  34. private:
  35. TsdClient();
  36. TsdClient(const TsdClient &) = delete;
  37. TsdClient(TsdClient &&) = delete;
  38. TsdClient &operator=(const TsdClient &) = delete;
  39. TsdClient &operator=(TsdClient &&) = delete;
  40. uint32_t rankSize_;
  41. };
  42. } // namespace tdt
  43. #ifdef __cplusplus
  44. }
  45. #endif // __cplusplus
  46. #endif // TDT_HOST_INNER_INC_TSD_CLIENT_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

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