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file_saver.cc 16 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/auth/file_saver.h"
  17. #include <securec.h>
  18. #include <cstdlib>
  19. #include <fstream>
  20. #include <vector>
  21. #include "common/math/math_util.h"
  22. #include "framework/common/debug/ge_log.h"
  23. #include "framework/common/debug/log.h"
  24. #include "framework/common/util.h"
  25. namespace {
  26. const int kFileOpSuccess = 0;
  27. } // namespace
  28. namespace ge {
  29. Status FileSaver::OpenFile(int32_t &fd, const std::string &file_path) {
  30. if (CheckPath(file_path) != SUCCESS) {
  31. GELOGE(FAILED, "[Open][File]Check output file failed, file_path:%s.", file_path.c_str());
  32. REPORT_INNER_ERROR("E19999", "Check output file failed, file_path:%s.", file_path.c_str());
  33. return FAILED;
  34. }
  35. char real_path[MMPA_MAX_PATH] = {0};
  36. GE_IF_BOOL_EXEC(mmRealPath(file_path.c_str(), real_path, MMPA_MAX_PATH) != EN_OK,
  37. GELOGI("File %s is not exist, it will be created.", file_path.c_str()));
  38. // Open file
  39. mmMode_t mode = M_IRUSR | M_IWUSR;
  40. fd = mmOpen2(real_path, M_RDWR | M_CREAT | O_TRUNC, mode);
  41. if (fd == EN_INVALID_PARAM || fd == EN_ERROR) {
  42. // -1: Failed to open file; - 2: Illegal parameter
  43. GELOGE(FAILED, "[Open][File]Failed. mmpa_errno = %d, %s", fd, strerror(errno));
  44. REPORT_INNER_ERROR("E19999", "Open file failed, mmpa_errno = %d, error:%s.", fd, strerror(errno));
  45. return FAILED;
  46. }
  47. return SUCCESS;
  48. }
  49. Status FileSaver::WriteData(const void *data, uint32_t size, int32_t fd) {
  50. GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(size == 0 || data == nullptr, return PARAM_INVALID);
  51. mmSsize_t write_count;
  52. uint32_t size_2g = 2147483648; // 0x1 << 31
  53. uint32_t size_1g = 1073741824; // 0x1 << 30
  54. // Write data
  55. if (size > size_2g) {
  56. auto seek = reinterpret_cast<uint8_t *>(const_cast<void *>(data));
  57. while (size > size_1g) {
  58. write_count = mmWrite(fd, reinterpret_cast<void *>(seek), size_1g);
  59. if (write_count == EN_INVALID_PARAM || write_count == EN_ERROR) {
  60. GELOGE(FAILED, "[Write][Data]Failed, mmpa_errorno = %ld, error:%s", write_count, strerror(errno));
  61. REPORT_INNER_ERROR("E19999", "Write data failed, mmpa_errorno = %ld, error:%s.",
  62. write_count, strerror(errno));
  63. return FAILED;
  64. }
  65. size -= size_1g;
  66. seek += size_1g;
  67. }
  68. write_count = mmWrite(fd, reinterpret_cast<void *>(seek), size);
  69. } else {
  70. write_count = mmWrite(fd, const_cast<void *>(data), size);
  71. }
  72. // -1: Failed to write to file; - 2: Illegal parameter
  73. if (write_count == EN_INVALID_PARAM || write_count == EN_ERROR) {
  74. GELOGE(FAILED, "[Write][Data]Failed. mmpa_errorno = %ld, error:%s", write_count, strerror(errno));
  75. REPORT_INNER_ERROR("E19999", "Write data failed, mmpa_errorno = %ld, error:%s.",
  76. write_count, strerror(errno));
  77. return FAILED;
  78. }
  79. return SUCCESS;
  80. }
  81. Status FileSaver::SaveWithFileHeader(const std::string &file_path, const ModelFileHeader &file_header, const void *data,
  82. int len) {
  83. if (data == nullptr || len <= 0) {
  84. GELOGE(FAILED, "[Save][File]Failed, model_data is null or the length[%d] is less than 1.", len);
  85. REPORT_INNER_ERROR("E19999", "Save file failed, model_data is null or the length:%d is less than 1.", len);
  86. return FAILED;
  87. }
  88. // Open file
  89. int32_t fd = 0;
  90. GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(OpenFile(fd, file_path) != SUCCESS, return FAILED, "OpenFile FAILED");
  91. Status ret = SUCCESS;
  92. do {
  93. // Write file header
  94. GE_CHK_BOOL_EXEC(WriteData(static_cast<const void *>(&file_header), sizeof(ModelFileHeader), fd) == SUCCESS,
  95. ret = FAILED;
  96. break, "WriteData FAILED");
  97. // write data
  98. GE_CHK_BOOL_EXEC(WriteData(data, static_cast<uint32_t>(len), fd) == SUCCESS, ret = FAILED, "WriteData FAILED");
  99. } while (0);
  100. // Close file
  101. if (mmClose(fd) != 0) { // mmClose 0: success
  102. GELOGE(FAILED, "[Save][File]Failed, error_code:%u.", ret);
  103. ret = FAILED;
  104. }
  105. return ret;
  106. }
  107. Status FileSaver::SaveWithFileHeader(const std::string &file_path, const ModelFileHeader &file_header,
  108. ModelPartitionTable &model_partition_table,
  109. const std::vector<ModelPartition> &partition_datas) {
  110. GE_CHK_BOOL_RET_STATUS(!partition_datas.empty() && model_partition_table.num != 0
  111. && model_partition_table.num == partition_datas.size(), FAILED,
  112. "Invalid param:partition data size is (%u), model_partition_table.num is (%zu).",
  113. model_partition_table.num, partition_datas.size());
  114. // Open file
  115. int32_t fd = 0;
  116. GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(OpenFile(fd, file_path) != SUCCESS, return FAILED);
  117. Status ret = SUCCESS;
  118. do {
  119. // Write file header
  120. GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(
  121. WriteData(static_cast<const void *>(&file_header), sizeof(ModelFileHeader), fd) != SUCCESS, ret = FAILED;
  122. break);
  123. // Write model partition table
  124. uint32_t table_size = static_cast<uint32_t>(SIZE_OF_MODEL_PARTITION_TABLE(model_partition_table));
  125. GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(
  126. WriteData(static_cast<const void *>(&model_partition_table), table_size, fd) != SUCCESS, ret = FAILED; break);
  127. // Write partition data
  128. for (const auto &partitionData : partition_datas) {
  129. GELOGI("GC:size[%u]", partitionData.size);
  130. GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(
  131. WriteData(static_cast<const void *>(partitionData.data), partitionData.size, fd) != SUCCESS, ret = FAILED;
  132. break);
  133. }
  134. } while (0);
  135. // Close file
  136. GE_CHK_BOOL_RET_STATUS(mmClose(fd) == EN_OK, FAILED, "Close file failed.");
  137. return ret;
  138. }
  139. Status FileSaver::SaveToBuffWithFileHeader(const ModelFileHeader &file_header,
  140. ModelPartitionTable &model_partition_table,
  141. const std::vector<ModelPartition> &partitionDatas,
  142. ge::ModelBufferData &model) {
  143. GE_CHK_BOOL_RET_STATUS(
  144. !partitionDatas.empty() && model_partition_table.num != 0 && model_partition_table.num == partitionDatas.size(),
  145. FAILED, "Invalid param:partition data size is (%u), model_partition_table.num is (%zu).",
  146. model_partition_table.num, partitionDatas.size());
  147. uint32_t model_header_size = sizeof(ModelFileHeader);
  148. uint32_t table_size = static_cast<uint32_t>(SIZE_OF_MODEL_PARTITION_TABLE(model_partition_table));
  149. uint32_t total_size = model_header_size + table_size;
  150. for (const auto &partitionData : partitionDatas) {
  151. auto ret = ge::CheckUint32AddOverflow(total_size, partitionData.size);
  152. GE_CHK_BOOL_RET_STATUS(ret == SUCCESS, FAILED, "add uint32 overflow!");
  153. total_size = total_size + partitionData.size;
  154. }
  155. auto buff = reinterpret_cast<uint8_t *>(malloc(total_size));
  156. GE_CHK_BOOL_RET_STATUS(buff != nullptr, FAILED, "malloc failed!");
  157. GE_PRINT_DYNAMIC_MEMORY(malloc, "file buffer.", total_size)
  158. model.data.reset(buff, [](uint8_t *buff) {
  159. GELOGD("Free online model memory.");
  160. free(buff);
  161. buff = nullptr;
  162. });
  163. model.length = total_size;
  164. uint32_t left_space = total_size;
  165. auto ret_mem1 = memcpy_s(buff, left_space, reinterpret_cast<void *>(const_cast<ModelFileHeader *>(&file_header)),
  166. model_header_size);
  167. GE_CHK_BOOL_RET_STATUS(ret_mem1 == 0, FAILED, "memcpy_s failed!");
  168. buff += model_header_size;
  169. left_space -= model_header_size;
  170. auto ret_mem2 = memcpy_s(buff, left_space, reinterpret_cast<void *>(&model_partition_table), table_size);
  171. GE_CHK_BOOL_RET_STATUS(ret_mem2 == 0, FAILED, "memcpy_s failed!");
  172. buff += table_size;
  173. left_space -= table_size;
  174. for (const auto &partitionData : partitionDatas) {
  175. auto ret_mem3 = memcpy_s(buff, left_space, reinterpret_cast<void *>(const_cast<uint8_t *>(partitionData.data)),
  176. partitionData.size);
  177. GE_CHK_BOOL_RET_STATUS(ret_mem3 == 0, FAILED, "memcpy failed!");
  178. buff += partitionData.size;
  179. left_space -= partitionData.size;
  180. }
  181. return SUCCESS;
  182. }
  183. FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY Status FileSaver::CheckPath(const std::string &file_path) {
  184. // Determine file path length
  185. if (file_path.size() >= MMPA_MAX_PATH) {
  186. GELOGE(FAILED, "[Check][FilePath]Failed, file path's length:%zu > mmpa_max_path:%d",
  187. file_path.size(), MMPA_MAX_PATH);
  188. REPORT_INNER_ERROR("E19999", "Check file path failed, file path's length:%zu > mmpa_max_path:%d",
  189. file_path.size(), MMPA_MAX_PATH);
  190. return FAILED;
  191. }
  192. // Find the last separator
  193. int path_split_pos = static_cast<int>(file_path.size() - 1);
  194. for (; path_split_pos >= 0; path_split_pos--) {
  195. if (file_path[path_split_pos] == '\\' || file_path[path_split_pos] == '/') {
  196. break;
  197. }
  198. }
  199. if (path_split_pos == 0) {
  200. return SUCCESS;
  201. }
  202. // If there is a path before the file name, create the path
  203. if (path_split_pos != -1) {
  204. if (CreateDirectory(std::string(file_path).substr(0, static_cast<size_t>(path_split_pos))) != kFileOpSuccess) {
  205. GELOGE(FAILED, "[Create][Directory]Failed, file path:%s.", file_path.c_str());
  206. return FAILED;
  207. }
  208. }
  209. return SUCCESS;
  210. }
  211. FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY Status
  212. FileSaver::SaveToFile(const string &file_path, const ge::ModelData &model, const ModelFileHeader *model_file_header) {
  213. if (file_path.empty() || model.model_data == nullptr || model.model_len == 0) {
  214. GELOGE(FAILED, "[Save][File]Incorrect input param, file_path is empty or model_data is nullptr or model_len is 0");
  215. REPORT_INNER_ERROR("E19999", "Save file failed, at least one of the input parameters(file_path, model_data, model_len) is incorrect");
  216. return FAILED;
  217. }
  218. ModelFileHeader file_header;
  219. int32_t copy_header_ret = 0;
  220. GE_IF_BOOL_EXEC(model_file_header != nullptr, copy_header_ret = memcpy_s(&file_header, sizeof(ModelFileHeader),
  221. model_file_header, sizeof(ModelFileHeader)));
  222. GE_CHK_BOOL_RET_STATUS(copy_header_ret == 0, FAILED, "Copy ModelFileHeader failed, memcpy_s return: %d",
  223. copy_header_ret);
  224. file_header.length = model.model_len;
  225. file_header.is_encrypt = ModelEncryptType::UNENCRYPTED;
  226. const Status ret = SaveWithFileHeader(file_path, file_header, model.model_data, file_header.length);
  227. if (ret != SUCCESS) {
  228. GELOGE(FAILED, "[Save][File]Failed, file_path:%s, file_header_len:%u, error_code:%u.",
  229. file_path.c_str(), file_header.length, ret);
  230. return FAILED;
  231. }
  232. return SUCCESS;
  233. }
  234. FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY Status
  235. FileSaver::SaveToFile(const string &file_path, ModelFileHeader &file_header, ModelPartitionTable &model_partition_table,
  236. const std::vector<ModelPartition> &partition_datas) {
  237. file_header.is_encrypt = ModelEncryptType::UNENCRYPTED;
  238. const Status ret = SaveWithFileHeader(file_path, file_header, model_partition_table, partition_datas);
  239. GE_CHK_BOOL_RET_STATUS(ret == SUCCESS, FAILED, "save file failed, file_path:%s, file header len:%u.",
  240. file_path.c_str(), file_header.length);
  241. return SUCCESS;
  242. }
  243. FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY Status
  244. FileSaver::SaveToFile(const string &file_path, ModelFileHeader &file_header,
  245. vector<ModelPartitionTable *> &model_partition_tables,
  246. const vector<vector<ModelPartition>> &all_partition_datas) {
  247. file_header.is_encrypt = ModelEncryptType::UNENCRYPTED;
  248. const Status ret = SaveWithFileHeader(file_path, file_header, model_partition_tables, all_partition_datas);
  249. GE_CHK_BOOL_RET_STATUS(ret == SUCCESS, FAILED, "save file failed, file_path:%s, file header len:%u.",
  250. file_path.c_str(), file_header.length);
  251. return SUCCESS;
  252. }
  253. Status FileSaver::SaveWithFileHeader(const std::string &file_path, const ModelFileHeader &file_header,
  254. vector<ModelPartitionTable *> &model_partition_tables,
  255. const vector<vector<ModelPartition>> &all_partition_datas) {
  256. GE_CHK_BOOL_EXEC(model_partition_tables.size() == all_partition_datas.size(),
  257. return PARAM_INVALID,
  258. "model table size %zu does not match partition size %zu",
  259. model_partition_tables.size(), all_partition_datas.size())
  260. for (size_t index = 0; index < model_partition_tables.size(); ++index) {
  261. auto &cur_partiton_data = all_partition_datas[index];
  262. auto &cur_model_partition_table = *model_partition_tables[index];
  263. GE_CHK_BOOL_RET_STATUS(!cur_partiton_data.empty() && cur_model_partition_table.num != 0
  264. && cur_model_partition_table.num == cur_partiton_data.size(), FAILED,
  265. "Invalid param:partition data size is (%u), model_partition_table.num is (%zu).",
  266. cur_model_partition_table.num, cur_partiton_data.size());
  267. }
  268. // Open file
  269. int32_t fd = 0;
  270. GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(OpenFile(fd, file_path) != SUCCESS, return FAILED);
  271. Status ret = SUCCESS;
  272. do {
  273. // Write file header
  274. GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(
  275. WriteData(static_cast<const void *>(&file_header), sizeof(ModelFileHeader), fd) != SUCCESS, ret = FAILED;
  276. break);
  277. for (size_t index = 0; index < model_partition_tables.size(); ++index) {
  278. // Write model partition table
  279. auto &cur_tabel = *model_partition_tables[index];
  280. uint32_t table_size = static_cast<uint32_t>(SIZE_OF_MODEL_PARTITION_TABLE(cur_tabel));
  281. GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(
  282. WriteData(static_cast<const void *>(&cur_tabel), table_size, fd) != SUCCESS, ret = FAILED; break);
  283. // Write partition data
  284. auto &cur_partition_datas = all_partition_datas[index];
  285. for (const auto &partition_data : cur_partition_datas) {
  286. GELOGI("GC:size[%u]", partition_data.size);
  287. GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(
  288. WriteData(static_cast<const void *>(partition_data.data), partition_data.size, fd) != SUCCESS, ret = FAILED;
  289. break);
  290. }
  291. }
  292. } while (0);
  293. // Close file
  294. GE_CHK_BOOL_RET_STATUS(mmClose(fd) == EN_OK, FAILED, "Close file failed.");
  295. return ret;
  296. }
  297. FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY Status FileSaver::SaveToFile(const string &file_path, const void *data,
  298. int len) {
  299. if (data == nullptr || len <= 0) {
  300. GELOGE(FAILED, "[Save][File]Failed, model_data is null or the length[%d] is less than 1.", len);
  301. REPORT_INNER_ERROR("E19999", "Save file failed, the model_data is null or its length:%d is less than 1.", len);
  302. return FAILED;
  303. }
  304. // Open file
  305. int32_t fd = 0;
  306. GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(OpenFile(fd, file_path) != SUCCESS, return FAILED, "OpenFile FAILED");
  307. Status ret = SUCCESS;
  308. // write data
  309. GE_CHK_BOOL_EXEC(SUCCESS == WriteData(data, (uint32_t)len, fd), ret = FAILED, "WriteData FAILED");
  310. // Close file
  311. if (mmClose(fd) != 0) { // mmClose 0: success
  312. GELOGE(FAILED, "[Save][File]Failed, error_code:%u.", ret);
  313. ret = FAILED;
  314. }
  315. return ret;
  316. }
  317. } // 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