You can not select more than 25 topics Topics must start with a chinese character,a letter or number, can include dashes ('-') and can be up to 35 characters long.

om_file_helper.h 2.4 kB

5 years ago
12345678910111213141516171819202122232425262728293031323334353637383940414243444546474849505152535455565758596061626364656667686970717273747576777879808182838485868788899091
  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 INC_FRAMEWORK_COMMON_HELPER_OM_FILE_HELPER_H_
  17. #define INC_FRAMEWORK_COMMON_HELPER_OM_FILE_HELPER_H_
  18. #include <string>
  19. #include <vector>
  20. #include "framework/common/fmk_types.h"
  21. #include "framework/common/ge_types.h"
  22. #include "framework/common/types.h"
  23. using std::string;
  24. using std::vector;
  25. namespace ge {
  26. struct ModelPartition {
  27. ModelPartitionType type;
  28. uint8_t *data = 0;
  29. uint32_t size = 0;
  30. };
  31. struct OmFileContext {
  32. vector<ModelPartition> partition_datas_;
  33. vector<char> partition_table_;
  34. uint32_t model_data_len_;
  35. };
  36. struct SaveParam {
  37. int32_t encode_mode;
  38. std::string ek_file;
  39. std::string cert_file;
  40. std::string hw_key_file;
  41. std::string pri_key_file;
  42. std::string model_name;
  43. };
  44. class OmFileLoadHelper {
  45. public:
  46. Status Init(const ge::ModelData &model);
  47. Status Init(uint8_t *model_data, const uint32_t model_data_size);
  48. Status GetModelPartition(ModelPartitionType type, ModelPartition &partition);
  49. private:
  50. Status CheckModelValid(const ge::ModelData &model) const;
  51. Status LoadModelPartitionTable(uint8_t *model_data, const uint32_t model_data_size);
  52. bool is_inited_{false};
  53. public:
  54. OmFileContext context_;
  55. };
  56. class OmFileSaveHelper {
  57. public:
  58. ModelFileHeader &GetModelFileHeader() { return model_header_; }
  59. uint32_t GetModelDataSize() const { return context_.model_data_len_; }
  60. ModelPartitionTable *GetPartitionTable();
  61. Status AddPartition(ModelPartition &partition);
  62. const vector<ModelPartition> &GetModelPartitions() const;
  63. Status SaveModel(const SaveParam &save_param, const char *target_file);
  64. Status SaveModelToFile(const char *output_file);
  65. ModelFileHeader model_header_;
  66. OmFileContext context_;
  67. };
  68. } // namespace ge
  69. #endif // INC_FRAMEWORK_COMMON_HELPER_OM_FILE_HELPER_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

Contributors (1)