You can not select more than 25 topics Topics must start with a chinese character,a letter or number, can include dashes ('-') and can be up to 35 characters long.

pass_manager.cc 2.8 kB

5 years ago
5 years ago
5 years ago
4 years ago
5 years ago
5 years ago
5 years ago
5 years ago
5 years ago
5 years ago
5 years ago
5 years ago
4 years ago
5 years ago
5 years ago
12345678910111213141516171819202122232425262728293031323334353637383940414243444546474849505152535455565758596061626364656667686970717273747576777879808182
  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. #include "inc/pass_manager.h"
  17. #include "common/debug/log.h"
  18. #include "common/types.h"
  19. #include "common/util.h"
  20. #include "graph/utils/node_utils.h"
  21. #include "graph/common/ge_call_wrapper.h"
  22. #include "omg/omg_inner_types.h"
  23. namespace ge {
  24. const vector<std::pair<std::string, GraphPass *>>& PassManager::GraphPasses() const { return names_to_graph_passes_; }
  25. Status PassManager::AddPass(const string &pass_name, GraphPass *pass) {
  26. GE_CHECK_NOTNULL(pass);
  27. names_to_graph_passes_.emplace_back(pass_name, pass);
  28. return SUCCESS;
  29. }
  30. Status PassManager::Run(const ComputeGraphPtr &graph) {
  31. GE_CHECK_NOTNULL(graph);
  32. return Run(graph, names_to_graph_passes_);
  33. }
  34. Status PassManager::Run(const ComputeGraphPtr &graph, vector<std::pair<std::string, GraphPass *>> &names_to_passes) {
  35. GE_CHECK_NOTNULL(graph);
  36. bool not_changed = true;
  37. for (auto &pass_pair : names_to_passes) {
  38. const auto &pass = pass_pair.second;
  39. const auto &pass_name = pass_pair.first;
  40. GE_CHECK_NOTNULL(pass);
  41. GE_TIMESTAMP_START(PassRun);
  42. Status status = pass->Run(graph);
  43. if (status == SUCCESS) {
  44. not_changed = false;
  45. } else if (status != NOT_CHANGED) {
  46. GELOGE(status, "Pass Run failed on graph %s", graph->GetName().c_str());
  47. return status;
  48. }
  49. for (const auto &subgraph :graph->GetAllSubgraphs()) {
  50. GE_CHECK_NOTNULL(subgraph);
  51. GE_CHK_STATUS_RET(pass->ClearStatus(), "pass clear status failed for subgraph %s", subgraph->GetName().c_str());
  52. string subgraph_pass_name = pass_name + "::" + graph->GetName();
  53. GE_TIMESTAMP_START(PassRunSubgraph);
  54. status = pass->Run(subgraph);
  55. GE_TIMESTAMP_END(PassRunSubgraph, subgraph_pass_name.c_str());
  56. if (status == SUCCESS) {
  57. not_changed = false;
  58. } else if (status != NOT_CHANGED) {
  59. GELOGE(status, "Pass Run failed on subgraph %s", subgraph->GetName().c_str());
  60. return status;
  61. }
  62. }
  63. GE_TIMESTAMP_END(PassRun, pass_name.c_str());
  64. }
  65. return not_changed ? NOT_CHANGED : SUCCESS;
  66. }
  67. PassManager::~PassManager() {
  68. for (auto &pass_pair : names_to_graph_passes_) {
  69. auto &pass = pass_pair.second;
  70. GE_DELETE_NEW_SINGLE(pass);
  71. }
  72. }
  73. } // namespace ge

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