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exception_dumper.h 1.9 kB

4 years ago
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  1. /**
  2. * Copyright 2019-2021 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_DUMP_EXCEPTION_DUMPER_H_
  17. #define GE_COMMON_DUMP_EXCEPTION_DUMPER_H_
  18. #include <vector>
  19. #include "graph/op_desc.h"
  20. #include "framework/common/ge_types.h"
  21. #include "graph/load/model_manager/task_info/task_info.h"
  22. namespace ge {
  23. class ExceptionDumper {
  24. public:
  25. ExceptionDumper() = default;
  26. ~ExceptionDumper();
  27. void SaveDumpOpInfo(const OpDescPtr &op, uint32_t task_id, uint32_t stream_id,
  28. std::vector<void *> &input_addrs, std::vector<void *> &output_addrs);
  29. void SaveDumpOpInfo(const RuntimeParam &model_param, const OpDescPtr &op, uint32_t task_id, uint32_t stream_id);
  30. Status DumpExceptionInfo(const std::vector<rtExceptionInfo> &exception_infos) const;
  31. bool GetOpDescInfo(uint32_t stream_id, uint32_t task_id, OpDescInfo &op_desc_info) const;
  32. OpDescInfo *MutableOpDescInfo(uint32_t task_id, uint32_t stream_id);
  33. private:
  34. void SaveOpDescInfo(const OpDescPtr &op, uint32_t task_id, uint32_t stream_id, OpDescInfo &op_desc_info);
  35. Status DumpExceptionInput(const OpDescInfo &op_desc_info, const std::string &dump_file) const;
  36. Status DumpExceptionOutput(const OpDescInfo &op_desc_info, const std::string &dump_file) const;
  37. std::vector<OpDescInfo> op_desc_info_;
  38. };
  39. } // namespace ge
  40. #endif // GE_COMMON_DUMP_EXCEPTION_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