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while_label_maker.h 5.1 kB

3 years ago
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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_WHILE_OP_LABEL_PASS_H_
  17. #define GE_GRAPH_PASSES_WHILE_OP_LABEL_PASS_H_
  18. #include "graph/node.h"
  19. #include "graph/label/label_maker.h"
  20. /***********************************************************************************************************************
  21. +------------+ Step0: DavinciModel::InitNodes
  22. | Node |
  23. +------------+ rtLabelCreateExV2
  24. | Node |
  25. +------------+
  26. | Node |
  27. +------------+
  28. | While |
  29. +------------+
  30. +-----------+ Step1: TaskInfo::Init
  31. | Node | +------------+
  32. +-----------+ | LabelSet(0)|\ LabelSetTaskInfo --> id=0
  33. | Node | +------------+ \
  34. +-----------+ |StreamActive| \ If active_stream_list empty, not task.
  35. | Node | +------------+ A
  36. +-----------+ | c | |
  37. | While | +------------+ |
  38. +-----------+ | o | |
  39. | Node | +------------+ |
  40. +-----------+ | n | |
  41. | Node | +------------+ |
  42. +-----------+ | d | |
  43. | Node | +------------+ |
  44. +-----------+ /|SwitchByIdx | | LabelSwitchByIndexTaskInfo --> rtLabelListCpy({1,2})
  45. / +------------+ |
  46. ====> / |
  47. | \ +------------+ |
  48. | \| LabelSet(1)| | LabelSetTaskInfo --> id=1
  49. | +------------+ |
  50. | |StreamActive| | If active_stream_list empty, not task.
  51. | +------------+ |
  52. +-----------+ +-----------+ | | b | |
  53. | c | | b | | +------------+ |
  54. +-----------+ +-----------+ | | o | |
  55. | o | | o | | +------------+ |
  56. +-----------+ +-----------+ | | d | |
  57. | n | | d | | +------------+ |
  58. +-----------+ +-----------+ | | y | /
  59. | d | | y | V +------------+ /
  60. +-----------+ +-----------+ \ | LabelGoto |/ LabelGotoExTaskInfo --> GetLabelGotoAddr(id=0)
  61. \ +------------+
  62. \| LabelSet(2)| LabelSetTaskInfo --> id=2
  63. +------------+
  64. Step2: TaskInfo::Distribute
  65. +------------+
  66. | Node | LabelSetTaskInfo --> rtLabelSet
  67. +------------+ LabelSwitchByIndexTaskInfo --> rtLabelSwitchByIndex
  68. | Node | LabelSetTaskInfo --> rtLabelSet
  69. +------------+ LabelGotoExTaskInfo --> rtLabelSwitchByIndex
  70. | Node | LabelSetTaskInfo --> rtLabelSet
  71. +------------+
  72. ***********************************************************************************************************************/
  73. namespace ge {
  74. class WhileOpLabelMaker : public LabelMaker {
  75. public:
  76. WhileOpLabelMaker(const ComputeGraphPtr &graph, const NodePtr &owner) : LabelMaker(graph, owner) {}
  77. ~WhileOpLabelMaker() override {}
  78. virtual Status Run(uint32_t &label_index);
  79. };
  80. } // namespace ge
  81. #endif // GE_GRAPH_PASSES_WHILE_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