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host_mem_allocator.cc 2.7 kB

4 years ago
4 years ago
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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, size=%zu", size);
  23. if (size == 0) {
  24. allocated_blocks_[nullptr] = { size, nullptr };
  25. }
  26. return nullptr;
  27. }
  28. GELOGD("allocate existed host memory succ, size=%zu", size);
  29. allocated_blocks_[aligned_ptr->Get()] = { size, aligned_ptr };
  30. return aligned_ptr->Get();
  31. }
  32. uint8_t *HostMemAllocator::Malloc(size_t size) {
  33. GELOGD("start to malloc host memory, size=%zu", size);
  34. std::lock_guard<std::mutex> lock(mutex_);
  35. std::shared_ptr<AlignedPtr> aligned_ptr = MakeShared<AlignedPtr>(size);
  36. if (aligned_ptr == nullptr) {
  37. REPORT_INNER_ERROR("E19999", "New AlignedPtr fail, size:%zu", size);
  38. GELOGE(INTERNAL_ERROR, "[Call][MakeShared] for AlignedPtr failed, size:%zu", size);
  39. return nullptr;
  40. }
  41. allocated_blocks_[aligned_ptr->Get()] = { size, aligned_ptr };
  42. GELOGD("allocate host memory succ, size=%zu", size);
  43. return aligned_ptr->MutableGet();
  44. }
  45. Status HostMemAllocator::Free(const void *memory_addr) {
  46. if (memory_addr == nullptr) {
  47. REPORT_INNER_ERROR("E19999", "Param memory_addr is nullptr, check invalid");
  48. GELOGE(GE_GRAPH_FREE_FAILED, "[Check][Param] Invalid memory pointer");
  49. return GE_GRAPH_FREE_FAILED;
  50. }
  51. std::lock_guard<std::mutex> lock(mutex_);
  52. auto it = allocated_blocks_.find(memory_addr);
  53. if (it == allocated_blocks_.end()) {
  54. REPORT_INNER_ERROR("E19999", "Memory_addr is not alloc before, check invalid");
  55. GELOGE(PARAM_INVALID, "[Check][Param] Invalid memory pointer:%p", memory_addr);
  56. return PARAM_INVALID;
  57. }
  58. it->second.second.reset();
  59. allocated_blocks_.erase(it);
  60. return SUCCESS;
  61. }
  62. void HostMemAllocator::Clear() {
  63. for (auto &block : allocated_blocks_) {
  64. block.second.second.reset();
  65. }
  66. allocated_blocks_.clear();
  67. }
  68. } // 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