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case_label_maker.h 6.4 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_CASE_OP_LABEL_PASS_H_
  17. #define GE_GRAPH_PASSES_CASE_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. | Case |
  27. +------------+
  28. +-----------+
  29. | Node | +------------+
  30. +-----------+ /|SwitchByIdx |
  31. | Node | A +------------+
  32. +-----------+ / \|LabelSet(0) |
  33. | Case | | +------------+
  34. +-----------+ | |StreamActive|
  35. | Node | | +------------+
  36. +-----------+ | | c |
  37. | Node | | +------------+
  38. +-----------+ | | a |
  39. | Node | | +------------+
  40. +-----------+ | | s |
  41. | Node | | +------------+
  42. +-----------+ | | e |
  43. | +------------+
  44. ====> | | LabelGoto |\
  45. V +------------+ \
  46. |\ \
  47. | \ +------------+ |
  48. +-----------+ +-----------+ +-----------+ | \|LabelSet(1) | |
  49. | c | | c | | c | | +------------+ |
  50. +-----------+ +-----------+ +-----------+ | |StreamActive| |
  51. | a | | a | | a | | +------------+ |
  52. +-----------+ +-----------+ +-----------+ | | c | |
  53. | s | | s | | s | | +------------+ |
  54. +-----------+ +-----------+ +-----------+ | | a | |
  55. | e | | e | | e | | +------------+ |
  56. +-----------+ +-----------+ +-----------+ | | s | |
  57. | +------------+ |
  58. | | e | |
  59. | +------------+ V
  60. | | LabelGoto |\ |
  61. V +------------+ \ |
  62. \ \|
  63. \ +------------+ |
  64. \|LabelSet(2) | |
  65. +------------+ |
  66. |StreamActive| |
  67. +------------+ |
  68. | c | |
  69. +------------+ |
  70. | a | |
  71. +------------+ |
  72. | s | |
  73. +------------+ V
  74. | e | /
  75. +------------+ /
  76. | LabelSet |/
  77. +------------+
  78. +------------+
  79. | Node |
  80. +------------+
  81. | Node |
  82. +------------+
  83. | Node |
  84. +------------+
  85. *******************************************************************************/
  86. namespace ge {
  87. class CaseOpLabelMaker : public LabelMaker {
  88. public:
  89. CaseOpLabelMaker(const ComputeGraphPtr &graph, const NodePtr &owner) : LabelMaker(graph, owner) {}
  90. ~CaseOpLabelMaker() override {}
  91. virtual Status Run(uint32_t &label_index);
  92. };
  93. } // namespace ge
  94. #endif // GE_GRAPH_PASSES_CASE_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