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prof_reporter.h 2.8 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 MSPROF_ENGINE_PROF_REPORTER_H_
  17. #define MSPROF_ENGINE_PROF_REPORTER_H_
  18. #ifndef OS_TYPE
  19. #define OS_TYPE 0
  20. #endif // OS_TYPE
  21. #if (OS_TYPE != LINUX)
  22. #define MSVP_PROF_API __declspec(dllexport)
  23. #else
  24. #define MSVP_PROF_API __attribute__((visibility("default")))
  25. #endif
  26. /**
  27. * @file prof_reporter.h
  28. * @defgroup reporter the reporter group
  29. * This is the reporter group
  30. */
  31. namespace Msprof {
  32. namespace Engine {
  33. /// the max tag length
  34. #define MSPROF_ENGINE_MAX_TAG_LEN (31)
  35. /**
  36. * @ingroup reporter
  37. * @brief struct ReporterData
  38. * the sturct of the data send to libmsprof
  39. */
  40. struct ReporterData {
  41. char tag[MSPROF_ENGINE_MAX_TAG_LEN + 1]; ///< the sub-type of the module, data with different tag will be writen
  42. int deviceId; ///< the physical id of device
  43. size_t dataLen; ///< the length of send data
  44. unsigned char *data; ///< the data content
  45. };
  46. /**
  47. * @ingroup reporter
  48. * @brief class Reporter
  49. * the Reporter class .used to send data to profiling
  50. */
  51. class MSVP_PROF_API Reporter {
  52. public:
  53. virtual ~Reporter() {}
  54. public:
  55. /**
  56. * @ingroup reporter
  57. * @name : Report
  58. * @brief : API of libmsprof, report data to libmsprof, it's a non-blocking function \n
  59. The data will be firstly appended to cache, if the cache is full, data will be ignored
  60. * @param data [IN] const ReporterData * the data send to libmsporf
  61. * @retval PROFILING_SUCCESS 0 (success)
  62. * @retval PROFILING_FAILED -1 (failed)
  63. *
  64. * @par depend:
  65. * @li libmsprof
  66. * @li prof_reporter.h
  67. * @since c60
  68. * @see Flush
  69. */
  70. virtual int Report(const ReporterData *data) = 0;
  71. /**
  72. * @ingroup reporter
  73. * @name : Flush
  74. * @brief : API of libmsprof, notify libmsprof send data over, it's a blocking function \n
  75. The all datas of cache will be write to file or send to host
  76. * @retval PROFILING_SUCCESS 0 (success)
  77. * @retval PROFILING_FAILED -1 (failed)
  78. *
  79. * @par depend:
  80. * @li libmsprof
  81. * @li prof_reporter.h
  82. * @since c60
  83. * @see ProfMgrStop
  84. */
  85. virtual int Flush() = 0;
  86. };
  87. } // namespace Engine
  88. } // namespace Msprof
  89. #endif // MSPROF_ENGINE_PROF_REPORTER_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