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host_mem_allocator.cc 2.4 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/host_mem_allocator.h"
  17. #include "framework/common/debug/ge_log.h"
  18. #include "common/ge/ge_util.h"
  19. namespace ge {
  20. const void *HostMemAllocator::Malloc(const std::shared_ptr<AlignedPtr> &aligned_ptr, size_t size) {
  21. if (aligned_ptr == nullptr) {
  22. GELOGW("Insert a null aligned_ptr");
  23. return nullptr;
  24. }
  25. GELOGD("allocate existed host memory succ, addr=%p, size=%zu", aligned_ptr->Get(), size);
  26. allocated_blocks_[aligned_ptr->Get()] = { size, aligned_ptr };
  27. return aligned_ptr->Get();
  28. }
  29. uint8_t *HostMemAllocator::Malloc(size_t size) {
  30. GELOGD("start to malloc host memory, size=%zu", size);
  31. std::lock_guard<std::mutex> lock(mutex_);
  32. std::shared_ptr<AlignedPtr> aligned_ptr = MakeShared<AlignedPtr>(size);
  33. if (aligned_ptr == nullptr) {
  34. GELOGE(INTERNAL_ERROR, "make shared_ptr for AlignedPtr failed");
  35. return nullptr;
  36. }
  37. allocated_blocks_[aligned_ptr->Get()] = { size, aligned_ptr };
  38. GELOGD("allocate host memory succ, addr=%p, size=%zu", aligned_ptr->Get(), size);
  39. return aligned_ptr->MutableGet();
  40. }
  41. Status HostMemAllocator::Free(const void *memory_addr) {
  42. GELOGD("Free host memory, addr=%p", memory_addr);
  43. if (memory_addr == nullptr) {
  44. GELOGE(GE_GRAPH_FREE_FAILED, "Invalid memory pointer");
  45. return GE_GRAPH_FREE_FAILED;
  46. }
  47. std::lock_guard<std::mutex> lock(mutex_);
  48. auto it = allocated_blocks_.find(memory_addr);
  49. if (it == allocated_blocks_.end()) {
  50. GELOGE(PARAM_INVALID, "Invalid memory pointer");
  51. return PARAM_INVALID;
  52. }
  53. it->second.second.reset();
  54. allocated_blocks_.erase(it);
  55. return SUCCESS;
  56. }
  57. void HostMemAllocator::Clear() {
  58. for (auto &block : allocated_blocks_) {
  59. block.second.second.reset();
  60. }
  61. allocated_blocks_.clear();
  62. }
  63. } // 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