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rt_context_util.cc 2.7 kB

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  1. /**
  2. * Copyright 2019-2020 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/manager/util/rt_context_util.h"
  17. #include "framework/common/debug/ge_log.h"
  18. namespace ge {
  19. namespace {
  20. const int64_t kDefaultGraphId = -1;
  21. }
  22. void RtContextUtil::AddRtContext(uint64_t session_id, rtContext_t context) {
  23. std::lock_guard<std::mutex> lock(ctx_mutex_);
  24. rt_contexts_[session_id][kDefaultGraphId].emplace_back(context);
  25. }
  26. void RtContextUtil::AddRtContext(uint64_t session_id, uint32_t graph_id, rtContext_t context) {
  27. std::lock_guard<std::mutex> lock(ctx_mutex_);
  28. rt_contexts_[session_id][static_cast<int64_t>(graph_id)].emplace_back(context);
  29. }
  30. void RtContextUtil::DestroyRtContexts(uint64_t session_id) {
  31. std::lock_guard<std::mutex> lock(ctx_mutex_);
  32. auto &session_ctxs = rt_contexts_[session_id];
  33. for (auto &graph_ctx_pair : session_ctxs) {
  34. DestroyRtContexts(session_id, graph_ctx_pair.first, graph_ctx_pair.second);
  35. }
  36. auto iter = rt_contexts_.find(session_id);
  37. if (iter != rt_contexts_.end()) {
  38. rt_contexts_.erase(iter);
  39. }
  40. }
  41. void RtContextUtil::DestroyRtContexts(uint64_t session_id, uint32_t graph_id) {
  42. std::lock_guard<std::mutex> lock(ctx_mutex_);
  43. auto &session_ctxs = rt_contexts_[session_id];
  44. auto &graph_ctxs = session_ctxs[graph_id];
  45. DestroyRtContexts(session_id, static_cast<int64_t>(graph_id), graph_ctxs);
  46. auto iter = session_ctxs.find(graph_id);
  47. if (iter != session_ctxs.end()) {
  48. session_ctxs.erase(iter);
  49. }
  50. }
  51. void RtContextUtil::DestroyAllRtContexts() {
  52. std::lock_guard<std::mutex> lock(ctx_mutex_);
  53. for (auto &session_ctx_pair : rt_contexts_) {
  54. for (auto &graph_ctx_pair : session_ctx_pair.second) {
  55. DestroyRtContexts(session_ctx_pair.first, graph_ctx_pair.first, graph_ctx_pair.second);
  56. }
  57. }
  58. rt_contexts_.clear();
  59. }
  60. void RtContextUtil::DestroyRtContexts(uint64_t session_id, int64_t graph_id, std::vector<rtContext_t> &contexts) {
  61. GELOGI("Destroy %zu rts contexts for graph %ld of session %lu.", contexts.size(), graph_id, session_id);
  62. for (auto &rtContext : contexts) {
  63. (void)rtCtxDestroy(rtContext);
  64. }
  65. contexts.clear();
  66. }
  67. } // 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