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ge_data_flow_api.h 1.9 kB

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  1. /**
  2. * Copyright 2019-2022 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_GE_GE_DATA_FLOW_API_H
  17. #define INC_EXTERNAL_GE_GE_DATA_FLOW_API_H
  18. #include <memory>
  19. #include "ge_error_codes.h"
  20. namespace ge {
  21. enum class DataFlowFlag : uint32_t {
  22. DATA_FLOW_FLAG_EOS = (1U << 0U), // data flag end
  23. DATA_FLOW_FLAG_SEG = (1U << 1U) // segment flag for discontinuous
  24. };
  25. class DataFlowInfoImpl;
  26. class GE_FUNC_VISIBILITY DataFlowInfo {
  27. public:
  28. DataFlowInfo();
  29. ~DataFlowInfo();
  30. DataFlowInfo(const DataFlowInfo &context) = delete;
  31. DataFlowInfo(const DataFlowInfo &&context) = delete;
  32. DataFlowInfo &operator=(const DataFlowInfo &context) = delete;
  33. DataFlowInfo &operator=(const DataFlowInfo &&context) = delete;
  34. void SetStartTime(const uint64_t start_time);
  35. uint64_t GetStartTime() const;
  36. void SetEndTime(const uint64_t end_time);
  37. uint64_t GetEndTime() const;
  38. /**
  39. * @brief Set the Flow Flags object.
  40. * @param flow_flags can use operate | to merge multi DataFlowFla to flags.
  41. */
  42. void SetFlowFlags(const uint32_t flow_flags);
  43. /**
  44. * @brief Get the Flow Flags object.
  45. * @return uint32_t flow flags, can use operate & with DataFlowFlag to check which bit is set.
  46. */
  47. uint32_t GetFlowFlags() const;
  48. private:
  49. std::shared_ptr<DataFlowInfoImpl> impl_;
  50. };
  51. } // namespace ge
  52. #endif // INC_EXTERNAL_GE_GE_DATA_FLOW_API_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