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if_label_maker.h 5.0 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_IF_OP_LABEL_PASS_H_
  17. #define GE_GRAPH_PASSES_IF_OP_LABEL_PASS_H_
  18. #include "graph/node.h"
  19. #include "graph/label/label_maker.h"
  20. /*******************************************************************************
  21. +------------+
  22. | Node |
  23. +------------+
  24. | Node |
  25. +------------+
  26. | If |
  27. +------------+
  28. +-----------+
  29. | Node | +------------+
  30. +-----------+ /|SwitchByIdx |
  31. | Node | A +------------+
  32. +-----------+ / \|LabelSet(1) |
  33. | If | | +------------+
  34. +-----------+ | |StreamActive|
  35. | Node | | +------------+
  36. +-----------+ | | t |
  37. | Node | | +------------+
  38. +-----------+ | | h |
  39. | Node | | +------------+
  40. +-----------+ | | e |
  41. | Node | | +------------+
  42. +-----------+ | | n |
  43. | +------------+
  44. ====> | | LabelGoto |\
  45. V +------------+ \
  46. +-----------+ +-----------+ \ \
  47. | t | | e | \ +------------+ |
  48. +-----------+ +-----------+ \|LabelSet(0) | |
  49. | h | | l | +------------+ |
  50. +-----------+ +-----------+ |StreamActive| |
  51. | e | | s | +------------+ |
  52. +-----------+ +-----------+ | e | |
  53. | n | | e | +------------+ |
  54. +-----------+ +-----------+ | l | |
  55. +------------+ |
  56. | s | |
  57. +------------+ V
  58. | e | /
  59. +------------+ /
  60. | LabelSet |/
  61. +------------+
  62. +------------+
  63. | Node |
  64. +------------+
  65. | Node |
  66. +------------+
  67. | Node |
  68. +------------+
  69. *******************************************************************************/
  70. namespace ge {
  71. class IfOpLabelMaker : public LabelMaker {
  72. public:
  73. IfOpLabelMaker(const ComputeGraphPtr &graph, const NodePtr &owner) : LabelMaker(graph, owner) {}
  74. ~IfOpLabelMaker() override {}
  75. virtual Status Run(uint32_t &label_index);
  76. };
  77. } // namespace ge
  78. #endif // GE_GRAPH_PASSES_IF_OP_LABEL_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