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base_insert_op.h 2.4 kB

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  1. /**
  2. * Copyright 2019-2020 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_PREPROCESS_INSERT_OP_BASE_INSERT_OP_H_
  17. #define GE_GRAPH_PREPROCESS_INSERT_OP_BASE_INSERT_OP_H_
  18. #include <memory>
  19. #include <string>
  20. #include <utility>
  21. #include <vector>
  22. #include "common/fmk_error_codes.h"
  23. #include "common/types.h"
  24. #include "framework/common/ge_inner_error_codes.h"
  25. #include "graph/compute_graph.h"
  26. #include "proto/insert_op.pb.h"
  27. #include "proto/om.pb.h"
  28. namespace ge {
  29. class InsertOpBase {
  30. public:
  31. virtual ~InsertOpBase() = default;
  32. ///
  33. /// @ingroup ge_omg
  34. /// @brief Configure the default insertop parameter
  35. ///
  36. virtual Status SetDefaultParams() = 0;
  37. ///
  38. /// @ingroup ge_omg
  39. /// @brief Verify the insertop parameter
  40. ///
  41. virtual Status ValidateParams() = 0;
  42. ///
  43. /// @ingroup ge_omg
  44. /// @brief Insert aipp operator into the network graph
  45. /// @param [in] graph
  46. /// @param [in] aippConfigPath aipp
  47. ///
  48. virtual Status InsertAippToGraph(ge::ComputeGraphPtr &graph, std::string &aippConfigPath, const uint32_t index) = 0;
  49. ///
  50. /// @ingroup ge_omg
  51. /// @brief get aipp mode : static or dyanmic
  52. /// @param [in] aipp node
  53. ///
  54. virtual domi::AippOpParams::AippMode GetAippMode() = 0;
  55. protected:
  56. ///
  57. /// @ingroup ge_omg
  58. /// @brief Generate the insert_op operator
  59. ///
  60. virtual Status GenerateOpDesc(ge::OpDescPtr op_desc) = 0;
  61. ///
  62. /// @ingroup ge_omg
  63. /// @brief Get the target operator
  64. /// @param [in] graph graph
  65. /// @param [in|out] target_input target operator
  66. /// @param [in|out] target_edges target edge
  67. ///
  68. virtual Status GetTargetPosition(ge::ComputeGraphPtr graph, ge::NodePtr &target_input,
  69. std::vector<std::pair<ge::OutDataAnchorPtr, ge::InDataAnchorPtr>> &target_edges) = 0;
  70. };
  71. } // namespace ge
  72. #endif // GE_GRAPH_PREPROCESS_INSERT_OP_BASE_INSERT_OP_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