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while_label_maker.h 5.1 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_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. +------------+
  22. | Node |
  23. +------------+
  24. | Node |
  25. +------------+
  26. | While |
  27. +------------+
  28. +-----------+
  29. | Node | +------------+
  30. +-----------+ | LabelSet |\
  31. | Node | +------------+ \
  32. +-----------+ |StreamActive| \
  33. | Node | +------------+ A
  34. +-----------+ | c | |
  35. | While | +------------+ |
  36. +-----------+ | o | |
  37. | Node | +------------+ |
  38. +-----------+ | n | |
  39. | Node | +------------+ |
  40. +-----------+ | d | |
  41. | Node | +------------+ |
  42. +-----------+ /|SwitchByIdx | |
  43. / +------------+ |
  44. ====> / |
  45. | \ +------------+ |
  46. | \|LabelSet(1) | |
  47. | +------------+ |
  48. | |StreamActive| |
  49. | +------------+ |
  50. +-----------+ +-----------+ | | b | |
  51. | c | | b | | +------------+ |
  52. +-----------+ +-----------+ | | o | |
  53. | o | | o | | +------------+ |
  54. +-----------+ +-----------+ | | d | |
  55. | n | | d | | +------------+ |
  56. +-----------+ +-----------+ | | y | /
  57. | d | | y | V +------------+ /
  58. +-----------+ +-----------+ \ | LabelGoto |/
  59. \ +------------+
  60. \|LabelSet(0) |
  61. +------------+
  62. +------------+
  63. | Node |
  64. +------------+
  65. | Node |
  66. +------------+
  67. | Node |
  68. +------------+
  69. *******************************************************************************/
  70. namespace ge {
  71. class WhileOpLabelMaker : public LabelMaker {
  72. public:
  73. WhileOpLabelMaker(const ComputeGraphPtr &graph, const NodePtr &owner) : LabelMaker(graph, owner) {}
  74. ~WhileOpLabelMaker() override {}
  75. virtual Status Run(uint32_t &label_index);
  76. };
  77. } // namespace ge
  78. #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