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memcpy_addr_async_pass.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 GE_GRAPH_PASSES_MEMCPY_ADDR_ASYNC_PASS_H_
  17. #define GE_GRAPH_PASSES_MEMCPY_ADDR_ASYNC_PASS_H_
  18. #include "inc/graph_pass.h"
  19. namespace ge {
  20. class MemcpyAddrAsyncPass : public GraphPass {
  21. public:
  22. Status Run(ComputeGraphPtr graph);
  23. private:
  24. Status AddMemcpyAddrAsyncNode(const ComputeGraphPtr &graph, const NodePtr &node);
  25. void FindUserData(const NodePtr &node, uint32_t &parent_index);
  26. void FindUserDataForKnown(const NodePtr &parent_node, uint32_t &parent_index);
  27. void FindUserDataForNonDynamic(const ge::NodePtr &parent_node, uint32_t &parent_index);
  28. bool IsEmptyTenor(const GeShape &shape) const;
  29. NodePtr CreateMemcpyAddrAsyncNode(const ComputeGraphPtr &graph, const OutDataAnchorPtr &out_data_anchor,
  30. const NodePtr &out_of_user_data);
  31. Status InsertMemcpyAddrAsyncNode(const OutDataAnchorPtr &out_anchor, const InDataAnchorPtr &in_anchor,
  32. const NodePtr &node);
  33. Status InsertMemAddrAsyncNodeBeforeNetoutput(const ComputeGraphPtr &graph, const NodePtr &node);
  34. NodePtr user_data_;
  35. NodePtr out_of_user_data_;
  36. OutDataAnchorPtr peer_out_anchor_;
  37. InDataAnchorPtr in_anchor_;
  38. bool find_user_data_ = false;
  39. NodePtr user_data_for_known_;
  40. NodePtr out_of_user_data_for_known_;
  41. OutDataAnchorPtr peer_out_anchor_for_known_;
  42. InDataAnchorPtr in_anchor_for_known_;
  43. bool find_user_data_for_known_ = false;
  44. };
  45. } // namespace ge
  46. #endif // GE_GRAPH_PASSES_MEMCPY_ADDR_ASYNC_PASS_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