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iterator_op_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_ITERATOR_OP_PASS_H_
  17. #define GE_GRAPH_PASSES_ITERATOR_OP_PASS_H_
  18. #include "graph/graph.h"
  19. #include "inc/graph_pass.h"
  20. namespace ge {
  21. class IteratorOpPass : public GraphPass {
  22. public:
  23. IteratorOpPass() {}
  24. virtual ~IteratorOpPass() {}
  25. Status Run(ge::ComputeGraphPtr graph);
  26. Status GetVariableValue(uint64_t session_id, const ge::GeTensorDesc &opdesc, const std::string &var_name, void *dest);
  27. private:
  28. ///
  29. /// @brief Insert EndOfSequence node
  30. ///
  31. /// @param preNode
  32. /// @param graph
  33. /// @return ge::NodePtr
  34. ///
  35. ge::NodePtr InsertEndOfSequenceNode(const ge::NodePtr &pre_node, const ge::NodePtr &memcpy_node,
  36. const ge::ComputeGraphPtr &graph);
  37. ///
  38. /// @brief Create a EndOfSequence Op object
  39. ///
  40. /// @param preNode
  41. /// @return ge::OpDescPtr
  42. ///
  43. ge::OpDescPtr CreateEndOfSequenceOp(const ge::NodePtr &pre_node);
  44. ///
  45. /// @brief Insert memcpy node
  46. ///
  47. /// @param preNode
  48. /// @param graph
  49. /// @return ge::NodePtr
  50. ///
  51. ge::NodePtr InsertMemcpyAsyncNode(const ge::NodePtr &pre_node, const ge::ComputeGraphPtr &graph);
  52. ///
  53. /// @brief Create a Memcpy Async Op object
  54. ///
  55. /// @param preNode
  56. /// @return ge::OpDescPtr
  57. ///
  58. ge::OpDescPtr CreateMemcpyAsyncOp(const ge::NodePtr &pre_node);
  59. Status SetRtContext(uint64_t session_id, uint32_t graph_id, rtContext_t rt_context, rtCtxMode_t mode);
  60. };
  61. } // namespace ge
  62. #endif // GE_GRAPH_PASSES_ITERATOR_OP_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