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ge_profiling.h 1.9 kB

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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 INC_FRAMEWORK_COMMON_GE_PROFILING_H_
  17. #define INC_FRAMEWORK_COMMON_GE_PROFILING_H_
  18. #include "ge/ge_api_error_codes.h"
  19. #include "toolchain/prof_callback.h"
  20. #include "runtime/base.h"
  21. const int MAX_DEV_NUM = 64;
  22. enum ProfCommandHandleType {
  23. kProfCommandhandleInit = 0,
  24. kProfCommandhandleStart,
  25. kProfCommandhandleStop,
  26. kProfCommandhandleFinalize,
  27. kProfCommandhandleModelSubscribe,
  28. kProfCommandhandleModelUnsubscribe
  29. };
  30. struct ProfCommandHandleData {
  31. uint64_t profSwitch;
  32. uint32_t devNums; // length of device id list
  33. uint32_t devIdList[MAX_DEV_NUM];
  34. uint32_t modelId;
  35. };
  36. GE_FUNC_VISIBILITY ge::Status RegProfCtrlCallback(MsprofCtrlCallback func);
  37. GE_FUNC_VISIBILITY ge::Status RegProfSetDeviceCallback(MsprofSetDeviceCallback func);
  38. GE_FUNC_VISIBILITY ge::Status RegProfReporterCallback(MsprofReporterCallback func);
  39. GE_FUNC_VISIBILITY ge::Status ProfCommandHandle(ProfCommandHandleType type, void *data, uint32_t len);
  40. ///
  41. /// @brief Output the profiling data of single operator in Pytorch, and does not support multithreading
  42. /// @return Status result
  43. ///
  44. GE_FUNC_VISIBILITY ge::Status ProfSetStepInfo(uint64_t index_id, uint16_t tag_id, rtStream_t stream);
  45. GE_FUNC_VISIBILITY ge::Status ProfGetDeviceFormGraphId(uint32_t graph_id, uint32_t &device_id);
  46. #endif // INC_FRAMEWORK_COMMON_GE_PROFILING_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