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opdebug_register.cc 6.0 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 "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][MemoryForOpdebug]Failed in model overflow, ret:0x%X, op_debug_mode:%u.",
  28. ret, op_debug_mode);
  29. REPORT_INNER_ERROR("E19999", "Malloc memory for opdebug failed in model overflow, ret:0x%X, op_debug_mode:%u.",
  30. ret, op_debug_mode);
  31. return ret;
  32. }
  33. uint32_t debug_stream_id = 0;
  34. uint32_t debug_task_id = 0;
  35. auto rt_ret = rtDebugRegister(model_handle, op_debug_mode, op_debug_addr_, &debug_stream_id, &debug_task_id);
  36. if (rt_ret != RT_ERROR_NONE) {
  37. GELOGE(RT_FAILED, "[Register][rtDebug]Failed in model overflow, ret: 0x%X, op_debug_mode:%u.",
  38. rt_ret, op_debug_mode);
  39. REPORT_INNER_ERROR("E19999", "Register rtDebug failed in model overflow, ret:0x%X, op_debug_mode:%u.",
  40. rt_ret, op_debug_mode);
  41. return RT_ERROR_TO_GE_STATUS(rt_ret);
  42. }
  43. GELOGD("debug_task_id:%u, debug_stream_id:%u in model overflow", debug_task_id, debug_stream_id);
  44. data_dumper.SaveOpDebugId(debug_task_id, debug_stream_id, p2p_debug_addr_, true);
  45. return SUCCESS;
  46. }
  47. void OpdebugRegister::UnregisterDebugForModel(rtModel_t model_handle) {
  48. rtError_t rt_ret = RT_ERROR_NONE;
  49. if (model_handle != nullptr) {
  50. GELOGD("start to call rtDebugUnRegister in model overflow.");
  51. rt_ret = rtDebugUnRegister(model_handle);
  52. if (rt_ret != RT_ERROR_NONE) {
  53. GELOGW("rtDebugUnRegister failed, ret: 0x%X", rt_ret);
  54. }
  55. }
  56. if (op_debug_addr_ != nullptr) {
  57. rt_ret = rtFree(op_debug_addr_);
  58. if (rt_ret != RT_ERROR_NONE) {
  59. GELOGW("rtFree failed, ret: 0x%X", rt_ret);
  60. }
  61. op_debug_addr_ = nullptr;
  62. }
  63. if (p2p_debug_addr_ != nullptr) {
  64. rt_ret = rtFree(p2p_debug_addr_);
  65. if (rt_ret != RT_ERROR_NONE) {
  66. GELOGW("rtFree failed, ret: 0x%X", rt_ret);
  67. }
  68. p2p_debug_addr_ = nullptr;
  69. }
  70. return;
  71. }
  72. Status OpdebugRegister::RegisterDebugForStream(rtStream_t stream, uint32_t op_debug_mode, DataDumper &data_dumper) {
  73. GELOGD("Start to register debug for stream in stream overflow");
  74. auto ret = MallocMemForOpdebug();
  75. if (ret != SUCCESS) {
  76. GELOGE(ret, "[Malloc][MemoryForOpdebug]Failed in stream overflow, ret:0x%X, op_debug_mode:%u.",
  77. ret, op_debug_mode);
  78. REPORT_INNER_ERROR("E19999", "Malloc memory for opdebug failed in stream overflow, ret:0x%X, op_debug_mode:%u.", ret, op_debug_mode);
  79. return ret;
  80. }
  81. uint32_t debug_stream_id = 0;
  82. uint32_t debug_task_id = 0;
  83. #ifdef ONLY_COMPILE_OPEN_SRC
  84. auto rt_ret = rtDebugRegisterForStream(stream, op_debug_mode, op_debug_addr_, &debug_stream_id, &debug_task_id);
  85. if (rt_ret != RT_ERROR_NONE) {
  86. GELOGE(RT_FAILED, "[Register][rtDebug]Failed in stream overflow, ret:0x%X, op_debug_mode:%u.",
  87. rt_ret, op_debug_mode);
  88. REPORT_INNER_ERROR("E19999", "Register rtDebug failed in stream overflow, ret:0x%X, op_debug_mode:%u.",
  89. rt_ret, op_debug_mode);
  90. return RT_ERROR_TO_GE_STATUS(rt_ret);
  91. }
  92. #endif
  93. GELOGD("debug_task_id:%u, debug_stream_id:%u in stream overflow.", debug_task_id, debug_stream_id);
  94. data_dumper.SaveOpDebugId(debug_task_id, debug_stream_id, p2p_debug_addr_, true);
  95. return SUCCESS;
  96. }
  97. void OpdebugRegister::UnregisterDebugForStream(rtStream_t stream) {
  98. rtError_t rt_ret = RT_ERROR_NONE;
  99. #ifdef ONLY_COMPILE_OPEN_SRC
  100. if (stream != nullptr) {
  101. GELOGD("start call rtDebugUnRegisterForStream in unknown shape over flow.");
  102. rt_ret = rtDebugUnRegisterForStream(stream);
  103. if (rt_ret != RT_ERROR_NONE) {
  104. GELOGW("rtDebugUnRegisterForStream failed, ret: 0x%X", rt_ret);
  105. }
  106. }
  107. #endif
  108. if (op_debug_addr_ != nullptr) {
  109. rt_ret = rtFree(op_debug_addr_);
  110. if (rt_ret != RT_ERROR_NONE) {
  111. GELOGW("rtFree failed, ret: 0x%X", rt_ret);
  112. }
  113. op_debug_addr_ = nullptr;
  114. }
  115. if (p2p_debug_addr_ != nullptr) {
  116. rt_ret = rtFree(p2p_debug_addr_);
  117. if (rt_ret != RT_ERROR_NONE) {
  118. GELOGW("rtFree failed, ret: 0x%X", rt_ret);
  119. }
  120. p2p_debug_addr_ = nullptr;
  121. }
  122. return;
  123. }
  124. Status OpdebugRegister::MallocMemForOpdebug() {
  125. rtError_t rt_ret = rtMalloc(&op_debug_addr_, kOpDebugMemorySize, RT_MEMORY_DDR);
  126. if (rt_ret != RT_ERROR_NONE) {
  127. GELOGE(RT_FAILED, "[Malloc][OpDebugMem]Failed, ret: 0x%X", rt_ret);
  128. return RT_ERROR_TO_GE_STATUS(rt_ret);
  129. }
  130. uint64_t debug_addrs_tmp = static_cast<uint64_t>(reinterpret_cast<uintptr_t>(op_debug_addr_));
  131. // For data dump, aicpu needs the pointer to pointer that save the real debug address.
  132. rt_ret = rtMalloc(&p2p_debug_addr_, kDebugP2pSize, RT_MEMORY_HBM);
  133. if (rt_ret != RT_ERROR_NONE) {
  134. GELOGE(RT_FAILED, "[Malloc][P2PDebugMem]Failed, ret: 0x%X", rt_ret);
  135. return RT_ERROR_TO_GE_STATUS(rt_ret);
  136. }
  137. rt_ret = rtMemcpy(p2p_debug_addr_, sizeof(uint64_t), &debug_addrs_tmp, sizeof(uint64_t), RT_MEMCPY_HOST_TO_DEVICE);
  138. if (rt_ret != RT_ERROR_NONE) {
  139. GELOGE(RT_FAILED, "[Copy][P2PDebugMem]Failed, ret: 0x%X", rt_ret);
  140. return RT_ERROR_TO_GE_STATUS(rt_ret);
  141. }
  142. return SUCCESS;
  143. }
  144. } // 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