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block.h 1.3 kB

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  1. /**
  2. * Copyright (c) Huawei Technologies Co., Ltd. 2022. 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 AIR_CXX_BLOCK_H
  17. #define AIR_CXX_BLOCK_H
  18. #include "exe_graph/runtime/tensor_data.h"
  19. namespace gert {
  20. namespace memory {
  21. class Block {
  22. public:
  23. // todo use TensorAddress
  24. // todo 需要考虑虚函数对性能的影响
  25. virtual const void *Addr() const = 0;
  26. virtual void *MutableAddr() = 0;
  27. virtual size_t GetSize() const = 0;
  28. virtual size_t AddCount() = 0;
  29. virtual size_t SubCount() = 0;
  30. virtual size_t GetCount() const = 0;
  31. virtual TensorData ToTensorData() = 0;
  32. virtual void Free() = 0;
  33. virtual ~Block() = default;
  34. };
  35. } // namespace memory
  36. } // namespace gert
  37. #endif // AIR_CXX_BLOCK_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