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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, "[Check][FilePath]Check output file failed, file_path:%s.", file_path.c_str());
  32. REPORT_CALL_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, "[Check][Param]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, "[Close][File]Failed, error_code:%u.", ret);
  103. REPORT_INNER_ERROR("E19999", "Close file failed, error_code:%u.", ret);
  104. ret = FAILED;
  105. }
  106. return ret;
  107. }
  108. Status FileSaver::SaveWithFileHeader(const std::string &file_path, const ModelFileHeader &file_header,
  109. ModelPartitionTable &model_partition_table,
  110. const std::vector<ModelPartition> &partition_datas) {
  111. GE_CHK_BOOL_RET_STATUS(!partition_datas.empty() && model_partition_table.num != 0
  112. && model_partition_table.num == partition_datas.size(), FAILED,
  113. "Invalid param:partition data size is (%u), model_partition_table.num is (%zu).",
  114. model_partition_table.num, partition_datas.size());
  115. // Open file
  116. int32_t fd = 0;
  117. GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(OpenFile(fd, file_path) != SUCCESS, return FAILED);
  118. Status ret = SUCCESS;
  119. do {
  120. // Write file header
  121. GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(
  122. WriteData(static_cast<const void *>(&file_header), sizeof(ModelFileHeader), fd) != SUCCESS, ret = FAILED;
  123. break);
  124. // Write model partition table
  125. uint32_t table_size = static_cast<uint32_t>(SIZE_OF_MODEL_PARTITION_TABLE(model_partition_table));
  126. GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(
  127. WriteData(static_cast<const void *>(&model_partition_table), table_size, fd) != SUCCESS, ret = FAILED; break);
  128. // Write partition data
  129. for (const auto &partitionData : partition_datas) {
  130. GELOGI("GC:size[%u]", partitionData.size);
  131. GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(
  132. WriteData(static_cast<const void *>(partitionData.data), partitionData.size, fd) != SUCCESS, ret = FAILED;
  133. break);
  134. }
  135. } while (0);
  136. // Close file
  137. GE_CHK_BOOL_RET_STATUS(mmClose(fd) == EN_OK, FAILED, "Close file failed.");
  138. return ret;
  139. }
  140. Status FileSaver::SaveToBuffWithFileHeader(const ModelFileHeader &file_header,
  141. ModelPartitionTable &model_partition_table,
  142. const std::vector<ModelPartition> &partitionDatas,
  143. ge::ModelBufferData &model) {
  144. GE_CHK_BOOL_RET_STATUS(
  145. !partitionDatas.empty() && model_partition_table.num != 0 && model_partition_table.num == partitionDatas.size(),
  146. FAILED, "Invalid param:partition data size is (%u), model_partition_table.num is (%zu).",
  147. model_partition_table.num, partitionDatas.size());
  148. uint32_t model_header_size = sizeof(ModelFileHeader);
  149. uint32_t table_size = static_cast<uint32_t>(SIZE_OF_MODEL_PARTITION_TABLE(model_partition_table));
  150. uint32_t total_size = model_header_size + table_size;
  151. for (const auto &partitionData : partitionDatas) {
  152. auto ret = ge::CheckUint32AddOverflow(total_size, partitionData.size);
  153. GE_CHK_BOOL_RET_STATUS(ret == SUCCESS, FAILED, "add uint32 overflow!");
  154. total_size = total_size + partitionData.size;
  155. }
  156. auto buff = reinterpret_cast<uint8_t *>(malloc(total_size));
  157. GE_CHK_BOOL_RET_STATUS(buff != nullptr, FAILED, "malloc failed!");
  158. GE_PRINT_DYNAMIC_MEMORY(malloc, "file buffer.", total_size)
  159. model.data.reset(buff, [](uint8_t *buff) {
  160. GELOGD("Free online model memory.");
  161. free(buff);
  162. buff = nullptr;
  163. });
  164. model.length = total_size;
  165. uint32_t left_space = total_size;
  166. auto ret_mem1 = memcpy_s(buff, left_space, reinterpret_cast<void *>(const_cast<ModelFileHeader *>(&file_header)),
  167. model_header_size);
  168. GE_CHK_BOOL_RET_STATUS(ret_mem1 == 0, FAILED, "memcpy_s failed!");
  169. buff += model_header_size;
  170. left_space -= model_header_size;
  171. auto ret_mem2 = memcpy_s(buff, left_space, reinterpret_cast<void *>(&model_partition_table), table_size);
  172. GE_CHK_BOOL_RET_STATUS(ret_mem2 == 0, FAILED, "memcpy_s failed!");
  173. buff += table_size;
  174. left_space -= table_size;
  175. for (const auto &partitionData : partitionDatas) {
  176. auto ret_mem3 = memcpy_s(buff, left_space, reinterpret_cast<void *>(const_cast<uint8_t *>(partitionData.data)),
  177. partitionData.size);
  178. GE_CHK_BOOL_RET_STATUS(ret_mem3 == 0, FAILED, "memcpy failed!");
  179. buff += partitionData.size;
  180. left_space -= partitionData.size;
  181. }
  182. return SUCCESS;
  183. }
  184. FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY Status FileSaver::CheckPath(const std::string &file_path) {
  185. // Determine file path length
  186. if (file_path.size() >= MMPA_MAX_PATH) {
  187. GELOGE(FAILED, "[Check][FilePath]Failed, file path's length:%zu > mmpa_max_path:%d",
  188. file_path.size(), MMPA_MAX_PATH);
  189. REPORT_INNER_ERROR("E19999", "Check file path failed, file path's length:%zu > mmpa_max_path:%d",
  190. file_path.size(), MMPA_MAX_PATH);
  191. return FAILED;
  192. }
  193. // Find the last separator
  194. int path_split_pos = static_cast<int>(file_path.size() - 1);
  195. for (; path_split_pos >= 0; path_split_pos--) {
  196. if (file_path[path_split_pos] == '\\' || file_path[path_split_pos] == '/') {
  197. break;
  198. }
  199. }
  200. if (path_split_pos == 0) {
  201. return SUCCESS;
  202. }
  203. // If there is a path before the file name, create the path
  204. if (path_split_pos != -1) {
  205. if (CreateDirectory(std::string(file_path).substr(0, static_cast<size_t>(path_split_pos))) != kFileOpSuccess) {
  206. GELOGE(FAILED, "[Create][Directory]Failed, file path:%s.", file_path.c_str());
  207. return FAILED;
  208. }
  209. }
  210. return SUCCESS;
  211. }
  212. FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY Status
  213. FileSaver::SaveToFile(const string &file_path, const ge::ModelData &model, const ModelFileHeader *model_file_header) {
  214. if (file_path.empty() || model.model_data == nullptr || model.model_len == 0) {
  215. GELOGE(FAILED, "[Save][File]Incorrect input param, file_path is empty or model_data is nullptr or model_len is 0");
  216. REPORT_INNER_ERROR("E19999", "Save file failed, at least one of the input parameters(file_path, model_data, model_len) is incorrect");
  217. return FAILED;
  218. }
  219. ModelFileHeader file_header;
  220. int32_t copy_header_ret = 0;
  221. GE_IF_BOOL_EXEC(model_file_header != nullptr, copy_header_ret = memcpy_s(&file_header, sizeof(ModelFileHeader),
  222. model_file_header, sizeof(ModelFileHeader)));
  223. GE_CHK_BOOL_RET_STATUS(copy_header_ret == 0, FAILED, "Copy ModelFileHeader failed, memcpy_s return: %d",
  224. copy_header_ret);
  225. file_header.length = model.model_len;
  226. file_header.is_encrypt = ModelEncryptType::UNENCRYPTED;
  227. const Status ret = SaveWithFileHeader(file_path, file_header, model.model_data, file_header.length);
  228. if (ret != SUCCESS) {
  229. GELOGE(FAILED, "[Save][File]Failed, file_path:%s, file_header_len:%u, error_code:%u.",
  230. file_path.c_str(), file_header.length, ret);
  231. return FAILED;
  232. }
  233. return SUCCESS;
  234. }
  235. FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY Status
  236. FileSaver::SaveToFile(const string &file_path, ModelFileHeader &file_header, ModelPartitionTable &model_partition_table,
  237. const std::vector<ModelPartition> &partition_datas) {
  238. file_header.is_encrypt = ModelEncryptType::UNENCRYPTED;
  239. const Status ret = SaveWithFileHeader(file_path, file_header, model_partition_table, partition_datas);
  240. GE_CHK_BOOL_RET_STATUS(ret == SUCCESS, FAILED, "save file failed, file_path:%s, file header len:%u.",
  241. file_path.c_str(), file_header.length);
  242. return SUCCESS;
  243. }
  244. FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY Status
  245. FileSaver::SaveToFile(const string &file_path, ModelFileHeader &file_header,
  246. vector<ModelPartitionTable *> &model_partition_tables,
  247. const vector<vector<ModelPartition>> &all_partition_datas) {
  248. file_header.is_encrypt = ModelEncryptType::UNENCRYPTED;
  249. const Status ret = SaveWithFileHeader(file_path, file_header, model_partition_tables, all_partition_datas);
  250. GE_CHK_BOOL_RET_STATUS(ret == SUCCESS, FAILED, "save file failed, file_path:%s, file header len:%u.",
  251. file_path.c_str(), file_header.length);
  252. return SUCCESS;
  253. }
  254. Status FileSaver::SaveWithFileHeader(const std::string &file_path, const ModelFileHeader &file_header,
  255. vector<ModelPartitionTable *> &model_partition_tables,
  256. const vector<vector<ModelPartition>> &all_partition_datas) {
  257. GE_CHK_BOOL_EXEC(model_partition_tables.size() == all_partition_datas.size(),
  258. return PARAM_INVALID,
  259. "model table size %zu does not match partition size %zu",
  260. model_partition_tables.size(), all_partition_datas.size())
  261. for (size_t index = 0; index < model_partition_tables.size(); ++index) {
  262. auto &cur_partiton_data = all_partition_datas[index];
  263. auto &cur_model_partition_table = *model_partition_tables[index];
  264. GE_CHK_BOOL_RET_STATUS(!cur_partiton_data.empty() && cur_model_partition_table.num != 0
  265. && cur_model_partition_table.num == cur_partiton_data.size(), FAILED,
  266. "Invalid param:partition data size is (%u), model_partition_table.num is (%zu).",
  267. cur_model_partition_table.num, cur_partiton_data.size());
  268. }
  269. // Open file
  270. int32_t fd = 0;
  271. GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(OpenFile(fd, file_path) != SUCCESS, return FAILED);
  272. Status ret = SUCCESS;
  273. do {
  274. // Write file header
  275. GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(
  276. WriteData(static_cast<const void *>(&file_header), sizeof(ModelFileHeader), fd) != SUCCESS, ret = FAILED;
  277. break);
  278. for (size_t index = 0; index < model_partition_tables.size(); ++index) {
  279. // Write model partition table
  280. auto &cur_tabel = *model_partition_tables[index];
  281. uint32_t table_size = static_cast<uint32_t>(SIZE_OF_MODEL_PARTITION_TABLE(cur_tabel));
  282. GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(
  283. WriteData(static_cast<const void *>(&cur_tabel), table_size, fd) != SUCCESS, ret = FAILED; break);
  284. // Write partition data
  285. auto &cur_partition_datas = all_partition_datas[index];
  286. for (const auto &partition_data : cur_partition_datas) {
  287. GELOGI("GC:size[%u]", partition_data.size);
  288. GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(
  289. WriteData(static_cast<const void *>(partition_data.data), partition_data.size, fd) != SUCCESS, ret = FAILED;
  290. break);
  291. }
  292. }
  293. } while (0);
  294. // Close file
  295. GE_CHK_BOOL_RET_STATUS(mmClose(fd) == EN_OK, FAILED, "Close file failed.");
  296. return ret;
  297. }
  298. FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY Status FileSaver::SaveToFile(const string &file_path, const void *data,
  299. int len) {
  300. if (data == nullptr || len <= 0) {
  301. GELOGE(FAILED, "[Check][Param]Failed, model_data is null or the length[%d] is less than 1.", len);
  302. REPORT_INNER_ERROR("E19999", "Save file failed, the model_data is null or its length:%d is less than 1.", len);
  303. return FAILED;
  304. }
  305. // Open file
  306. int32_t fd = 0;
  307. GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(OpenFile(fd, file_path) != SUCCESS, return FAILED, "OpenFile FAILED");
  308. Status ret = SUCCESS;
  309. // write data
  310. GE_CHK_BOOL_EXEC(SUCCESS == WriteData(data, (uint32_t)len, fd), ret = FAILED, "WriteData FAILED");
  311. // Close file
  312. if (mmClose(fd) != 0) { // mmClose 0: success
  313. GELOGE(FAILED, "[Close][File]Failed, error_code:%u.", ret);
  314. REPORT_INNER_ERROR("E19999", "Close file failed, error_code:%u.", ret);
  315. ret = FAILED;
  316. }
  317. return ret;
  318. }
  319. } // 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