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buffer.h 2.1 kB

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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 INC_GRAPH_BUFFER_H_
  17. #define INC_GRAPH_BUFFER_H_
  18. #include <graph/types.h>
  19. #include <memory>
  20. #include <string>
  21. #include <vector>
  22. #include "detail/attributes_holder.h"
  23. #include "graph/compiler_options.h"
  24. namespace ge {
  25. using std::shared_ptr;
  26. class GE_FUNC_DEV_VISIBILITY GE_FUNC_HOST_VISIBILITY Buffer {
  27. public:
  28. Buffer();
  29. Buffer(const Buffer &other);
  30. explicit Buffer(std::size_t bufferSize, std::uint8_t defualtVal = 0);
  31. ~Buffer() = default;
  32. Buffer &operator=(const Buffer &other);
  33. static Buffer CopyFrom(const std::uint8_t *data, std::size_t bufferSize);
  34. const std::uint8_t *GetData() const;
  35. std::uint8_t *GetData();
  36. std::size_t GetSize() const;
  37. void ClearBuffer();
  38. // For compatibility
  39. inline const std::uint8_t *data() const { return GetData(); }
  40. inline std::uint8_t *data() { return GetData(); } // lint !e659
  41. inline std::size_t size() const { return GetSize(); }
  42. inline void clear() { return ClearBuffer(); }
  43. uint8_t operator[](size_t index) const { // lint !e1022 !e1042
  44. if (buffer_ != nullptr && index < buffer_->size()) { // lint !e574
  45. return (uint8_t)(*buffer_)[index];
  46. }
  47. return 0xff;
  48. }
  49. private:
  50. GeIrProtoHelper<proto::AttrDef> data_;
  51. std::string *buffer_ = nullptr;
  52. // Create from protobuf obj
  53. Buffer(const ProtoMsgOwner &protoOnwer, proto::AttrDef *buffer);
  54. Buffer(const ProtoMsgOwner &protoOnwer, std::string *buffer);
  55. friend class GeAttrValueImp;
  56. friend class GeTensor;
  57. };
  58. } // namespace ge
  59. #endif // INC_GRAPH_BUFFER_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