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opdebug_register.cc 5.8 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 "common/dump/opdebug_register.h"
  17. namespace {
  18. const size_t kOpDebugMemorySize = 2048UL;
  19. const size_t kDebugP2pSize = 8UL;
  20. } // namespace
  21. namespace ge {
  22. OpdebugRegister::~OpdebugRegister() {}
  23. Status OpdebugRegister::RegisterDebugForModel(rtModel_t model_handle, uint32_t op_debug_mode, DataDumper &data_dumper) {
  24. GELOGD("Start to register debug for model in overflow");
  25. auto ret = MallocMemForOpdebug();
  26. if (ret != SUCCESS) {
  27. GELOGE(ret, "[Malloc][MemForOpdebug]Failed when debug for model overflow, ret:0x%X", ret);
  28. REPORT_CALL_ERROR("E19999", "Malloc memory for opdebug failed when debug "
  29. "for model in overflow, ret 0x%X", ret);
  30. return ret;
  31. }
  32. uint32_t debug_stream_id = 0;
  33. uint32_t debug_task_id = 0;
  34. auto rt_ret = rtDebugRegister(model_handle, op_debug_mode, op_debug_addr_, &debug_stream_id, &debug_task_id);
  35. if (rt_ret != RT_ERROR_NONE) {
  36. GELOGE(RT_FAILED, "rtDebugRegister error, ret: 0x%X", rt_ret);
  37. return RT_ERROR_TO_GE_STATUS(rt_ret);
  38. }
  39. GELOGD("debug_task_id:%u, debug_stream_id:%u in model overflow", debug_task_id, debug_stream_id);
  40. data_dumper.SaveOpDebugId(debug_task_id, debug_stream_id, p2p_debug_addr_, true);
  41. return SUCCESS;
  42. }
  43. void OpdebugRegister::UnregisterDebugForModel(rtModel_t model_handle) {
  44. rtError_t rt_ret = RT_ERROR_NONE;
  45. if (model_handle != nullptr) {
  46. GELOGD("start to call rtDebugUnRegister in model overflow.");
  47. rt_ret = rtDebugUnRegister(model_handle);
  48. if (rt_ret != RT_ERROR_NONE) {
  49. GELOGW("rtDebugUnRegister failed, ret: 0x%X", rt_ret);
  50. }
  51. }
  52. if (op_debug_addr_ != nullptr) {
  53. rt_ret = rtFree(op_debug_addr_);
  54. if (rt_ret != RT_ERROR_NONE) {
  55. GELOGW("rtFree failed, ret: 0x%X", rt_ret);
  56. }
  57. op_debug_addr_ = nullptr;
  58. }
  59. if (p2p_debug_addr_ != nullptr) {
  60. rt_ret = rtFree(p2p_debug_addr_);
  61. if (rt_ret != RT_ERROR_NONE) {
  62. GELOGW("rtFree failed, ret: 0x%X", rt_ret);
  63. }
  64. p2p_debug_addr_ = nullptr;
  65. }
  66. return;
  67. }
  68. Status OpdebugRegister::RegisterDebugForStream(rtStream_t stream, uint32_t op_debug_mode, DataDumper &data_dumper) {
  69. GELOGD("Start to register debug for stream in stream overflow");
  70. auto ret = MallocMemForOpdebug();
  71. if (ret != SUCCESS) {
  72. GELOGE(ret, "[Malloc][MemForOpdebug]Failed when debug for stream in overflow, ret:0x%X", ret);
  73. REPORT_CALL_ERROR("E19999", "Malloc memory for opdebug failed when debug "
  74. "for stream in overflow, ret:0x%X", ret);
  75. return ret;
  76. }
  77. uint32_t debug_stream_id = 0;
  78. uint32_t debug_task_id = 0;
  79. auto rt_ret = rtDebugRegisterForStream(stream, op_debug_mode, op_debug_addr_, &debug_stream_id, &debug_task_id);
  80. if (rt_ret != RT_ERROR_NONE) {
  81. GELOGE(RT_FAILED, "[Call][rtDebugRegisterForStream]Failed, ret 0x%X", rt_ret);
  82. REPORT_CALL_ERROR("E19999", "Call rtDebugRegisterForStream failed, ret 0x%X", rt_ret);
  83. return RT_ERROR_TO_GE_STATUS(rt_ret);
  84. }
  85. GELOGD("debug_task_id:%u, debug_stream_id:%u in stream overflow.", debug_task_id, debug_stream_id);
  86. data_dumper.SaveOpDebugId(debug_task_id, debug_stream_id, p2p_debug_addr_, true);
  87. return SUCCESS;
  88. }
  89. void OpdebugRegister::UnregisterDebugForStream(rtStream_t stream) {
  90. rtError_t rt_ret = RT_ERROR_NONE;
  91. if (stream != nullptr) {
  92. GELOGD("start call rtDebugUnRegisterForStream in unknown shape over flow.");
  93. rt_ret = rtDebugUnRegisterForStream(stream);
  94. if (rt_ret != RT_ERROR_NONE) {
  95. GELOGW("rtDebugUnRegisterForStream failed, ret: 0x%X", rt_ret);
  96. }
  97. }
  98. if (op_debug_addr_ != nullptr) {
  99. rt_ret = rtFree(op_debug_addr_);
  100. if (rt_ret != RT_ERROR_NONE) {
  101. GELOGW("rtFree failed, ret: 0x%X", rt_ret);
  102. }
  103. op_debug_addr_ = nullptr;
  104. }
  105. if (p2p_debug_addr_ != nullptr) {
  106. rt_ret = rtFree(p2p_debug_addr_);
  107. if (rt_ret != RT_ERROR_NONE) {
  108. GELOGW("rtFree failed, ret: 0x%X", rt_ret);
  109. }
  110. p2p_debug_addr_ = nullptr;
  111. }
  112. return;
  113. }
  114. Status OpdebugRegister::MallocMemForOpdebug() {
  115. rtError_t rt_ret = rtMalloc(&op_debug_addr_, kOpDebugMemorySize, RT_MEMORY_DDR);
  116. if (rt_ret != RT_ERROR_NONE) {
  117. GELOGE(RT_FAILED, "[Call][rtMalloc]Failed, ret 0x%X", rt_ret);
  118. REPORT_CALL_ERROR("E19999", "Call rtMalloc failed, ret 0x%X", rt_ret);
  119. return RT_ERROR_TO_GE_STATUS(rt_ret);
  120. }
  121. uint64_t debug_addrs_tmp = static_cast<uint64_t>(reinterpret_cast<uintptr_t>(op_debug_addr_));
  122. // For data dump, aicpu needs the pointer to pointer that save the real debug address.
  123. rt_ret = rtMalloc(&p2p_debug_addr_, kDebugP2pSize, RT_MEMORY_HBM);
  124. if (rt_ret != RT_ERROR_NONE) {
  125. GELOGE(RT_FAILED, "[Call][rtMalloc]Failed, ret 0x%X", rt_ret);
  126. REPORT_CALL_ERROR("E19999", "Call rtMalloc failed, ret 0x%X", rt_ret);
  127. return RT_ERROR_TO_GE_STATUS(rt_ret);
  128. }
  129. rt_ret = rtMemcpy(p2p_debug_addr_, sizeof(uint64_t), &debug_addrs_tmp, sizeof(uint64_t), RT_MEMCPY_HOST_TO_DEVICE);
  130. if (rt_ret != RT_ERROR_NONE) {
  131. GELOGE(RT_FAILED, "[Call][rtMemcpy]To p2p_addr error 0x%X", rt_ret);
  132. REPORT_CALL_ERROR("E19999", "Call rtMemcpy to p2p_addr error 0x%X", rt_ret);
  133. return RT_ERROR_TO_GE_STATUS(rt_ret);
  134. }
  135. return SUCCESS;
  136. }
  137. } // 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