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memory_dumper.h 2.8 kB

5 years ago
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_DEBUG_MEMORY_DUMPER_H_
  17. #define GE_COMMON_DEBUG_MEMORY_DUMPER_H_
  18. #include <stdint.h>
  19. #include "framework/common/types.h"
  20. #include "mmpa/mmpa_api.h"
  21. #include "framework/common/ge_inner_error_codes.h"
  22. namespace ge {
  23. // MemoryDumper:dump memory data for internal test
  24. // Output in one time: using DumpToFile
  25. // Open file at one time and output multiple times: create MemoryDumper object first, and using Open/Dump/Close
  26. class MemoryDumper {
  27. public:
  28. MemoryDumper();
  29. ~MemoryDumper();
  30. // Assignment/copy is not allowed to avoid repeated release
  31. MemoryDumper &operator=(const MemoryDumper &dumper) = delete;
  32. MemoryDumper(const MemoryDumper &dumper) = delete;
  33. /** @ingroup domi_common
  34. * @brief write memory data to file, if the filename is not exist, create it first
  35. * @param [in] filename the output file path, specific to filename
  36. * @param [in] data the memory data
  37. * @param [in] len length of data
  38. * @return SUCCESS output success
  39. * @return FAILED output failed
  40. * @author
  41. */
  42. static Status DumpToFile(const char *filename, void *data, int64_t len);
  43. /** @ingroup domi_common
  44. * @brief open the dump file
  45. * @param [in] filename the output file path, specific to filename
  46. * @return SUCCESS open file success
  47. * @return FAILED open file failed
  48. * @author
  49. */
  50. Status Open(const char *filename);
  51. /** @ingroup domi_common
  52. * @brief write the Memory data to file
  53. * @param [in] data the memory data
  54. * @param [in] len length of data
  55. * @return SUCCESS success
  56. * @return FAILED failed
  57. * @author
  58. */
  59. Status Dump(void *data, uint32_t len) const;
  60. /** @ingroup domi_common
  61. * @brief close the Dump file
  62. * @return SUCCESS success
  63. * @return FAILED failed
  64. * @author
  65. */
  66. void Close() noexcept;
  67. private:
  68. /** @ingroup domi_common
  69. * @brief open the dump file
  70. * @param [in] filename the output file path, specific to filename
  71. * @return int the file handle after file open, -1 means open file failed
  72. * @author
  73. */
  74. static int OpenFile(const char *filename);
  75. int fd_;
  76. };
  77. } // namespace ge
  78. #endif // GE_COMMON_DEBUG_MEMORY_DUMPER_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