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file_constant_util.h 2.1 kB

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  1. /**
  2. * Copyright (c) Huawei Technologies Co., Ltd. 2021. All rights reserved.
  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_FILE_CONSTANT_UTIL_H
  17. #define INC_FRAMEWORK_COMMON_FILE_CONSTANT_UTIL_H
  18. #include <map>
  19. #include <string>
  20. #include <vector>
  21. #include "ge/ge_api_error_codes.h"
  22. #include "nlohmann/json.hpp"
  23. #include "graph/op_desc.h"
  24. #include "graph/types.h"
  25. #include "graph/ge_tensor.h"
  26. namespace ge {
  27. extern const int64_t kBlockSize;
  28. extern const std::string kBinFileValues;
  29. extern const std::string kBinIdValue;
  30. extern const std::string kBinFilePathValue;
  31. struct FileConstantInfo {
  32. std::string value_bin_file_id;
  33. std::string value_bin_file_path;
  34. };
  35. struct OptionInfo {
  36. std::vector<FileConstantInfo> info;
  37. };
  38. void from_json(const nlohmann::json &j, FileConstantInfo &info);
  39. void from_json(const nlohmann::json &j, OptionInfo &option_info);
  40. Status GetFilePathFromOption(std::map<std::string, std::string> &file_id_and_path_map);
  41. Status CopyOneWeightFromFile(const void *curr_dev_ptr, const std::string &value, const size_t file_constant_size,
  42. size_t &left_size);
  43. Status GetFilePath(const OpDescPtr &op_desc, const std::map<std::string, std::string> &file_id_and_path_map,
  44. std::string &file_path);
  45. Status GetFileConstantElementTotalSize(const GeShape &shape, const DataType data_type, int64_t &mem_size,
  46. const Format format = FORMAT_ND);
  47. } // namespace ge
  48. #endif // INC_FRAMEWORK_COMMON_FILE_CONSTANT_UTIL_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