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enter_pass.cc 2.2 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. #include "graph/passes/enter_pass.h"
  17. #include "framework/common/debug/ge_log.h"
  18. #include "framework/common/debug/log.h"
  19. #include "graph/utils/graph_utils.h"
  20. namespace ge {
  21. Status EnterPass::Run(NodePtr &node) {
  22. GELOGD("EnterPass running");
  23. if (node == nullptr) {
  24. GELOGE(PARAM_INVALID, "param [node] must not be null.");
  25. return PARAM_INVALID;
  26. }
  27. if ((node->GetType() != ENTER) && (node->GetType() != REFENTER)) {
  28. return SUCCESS;
  29. }
  30. // enter node has only one input
  31. if (node->GetInDataNodes().empty()) {
  32. GELOGE(PARAM_INVALID, "enter_node %s has no input", node->GetName().c_str());
  33. return PARAM_INVALID;
  34. }
  35. NodePtr in_node = node->GetInDataNodes().at(0);
  36. if (in_node == nullptr) {
  37. GELOGE(PARAM_INVALID, "param [in_node] must not be null");
  38. return PARAM_INVALID;
  39. }
  40. if ((in_node->GetType() != CONSTANT) && (in_node->GetType() != CONSTANTOP)) {
  41. return SUCCESS;
  42. }
  43. bool need_remove_flag = in_node->GetInControlNodes().empty() &&
  44. node->GetInControlNodes().empty() &&
  45. node->GetOutDataNodes().empty();
  46. if (need_remove_flag) {
  47. for (auto &out_ctrl_node : node->GetOutControlNodes()) {
  48. if (out_ctrl_node == nullptr) {
  49. continue;
  50. }
  51. if (GraphUtils::RemoveEdge(node->GetOutControlAnchor(), out_ctrl_node->GetInControlAnchor()) != GRAPH_SUCCESS) {
  52. GELOGE(FAILED, "Remove Enter ctrl output fail, %s->%s",
  53. node->GetName().c_str(), out_ctrl_node->GetName().c_str());
  54. return FAILED;
  55. }
  56. }
  57. }
  58. GELOGD("EnterPass success");
  59. return SUCCESS;
  60. }
  61. } // 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