You can not select more than 25 topics Topics must start with a chinese character,a letter or number, can include dashes ('-') and can be up to 35 characters long.

file_saver.cc 18 kB

5 years ago
5 years ago
5 years ago
5 years ago
5 years ago
5 years ago
5 years ago
5 years ago
5 years ago
5 years ago
5 years ago
5 years ago
5 years ago
5 years ago
5 years ago
5 years ago
5 years ago
5 years ago
5 years ago
5 years ago
5 years ago
5 years ago
5 years ago
5 years ago
5 years ago
5 years ago
5 years ago
5 years ago
5 years ago
5 years ago
5 years ago
5 years ago
5 years ago
123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314315316317318319320321322323324325326327328329330331332333334335336337338339340341342343344345346347348349350351352353354355356357358359360361362363364365366367368369370371372373374375376377378379380381382383384385386
  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> &partition_datas,
  143. ge::ModelBufferData &model) {
  144. const vector<ModelPartitionTable *> model_partition_tables = { &model_partition_table };
  145. const std::vector<std::vector<ModelPartition>> all_partition_datas = { partition_datas };
  146. return SaveToBuffWithFileHeader(file_header, model_partition_tables, all_partition_datas, model);
  147. }
  148. Status FileSaver::SaveToBuffWithFileHeader(const ModelFileHeader &file_header,
  149. const vector<ModelPartitionTable *> &model_partition_tables,
  150. const std::vector<std::vector<ModelPartition>> &all_partition_datas,
  151. ge::ModelBufferData &model) {
  152. GE_CHK_BOOL_RET_STATUS(model_partition_tables.size() == all_partition_datas.size(), PARAM_INVALID,
  153. "Model table size %zu does not match partition size %zu.",
  154. model_partition_tables.size(), all_partition_datas.size());
  155. for (size_t index = 0; index < model_partition_tables.size(); ++index) {
  156. auto &cur_partiton_data = all_partition_datas[index];
  157. auto &cur_model_partition_table = *model_partition_tables[index];
  158. GE_CHK_BOOL_RET_STATUS(!cur_partiton_data.empty() && cur_model_partition_table.num != 0
  159. && cur_model_partition_table.num == cur_partiton_data.size(), FAILED,
  160. "Invalid param: partition data size is (%zu), model_partition_table.num is (%u).",
  161. cur_partiton_data.size(), cur_model_partition_table.num);
  162. }
  163. uint64_t model_header_size = sizeof(ModelFileHeader);
  164. uint64_t total_size = model_header_size;
  165. for (size_t index = 0; index < model_partition_tables.size(); ++index) {
  166. auto &cur_model_partition_table = *model_partition_tables[index];
  167. total_size += static_cast<uint64_t>(SIZE_OF_MODEL_PARTITION_TABLE(cur_model_partition_table));
  168. auto &cur_partition_data = all_partition_datas[index];
  169. for (const auto &partition_data : cur_partition_data) {
  170. auto ret = ge::CheckUint64AddOverflow(total_size, partition_data.size);
  171. GE_CHK_BOOL_RET_STATUS(ret == SUCCESS, FAILED, "Add uint64 overflow!");
  172. total_size += partition_data.size;
  173. }
  174. }
  175. // save to buff
  176. auto buff = reinterpret_cast<uint8_t *>(malloc(total_size));
  177. GE_CHK_BOOL_RET_STATUS(buff != nullptr, FAILED, "Malloc failed!");
  178. GE_PRINT_DYNAMIC_MEMORY(malloc, "File buffer.", total_size)
  179. model.data.reset(buff, [](uint8_t *buff) {
  180. GELOGD("Free online model memory.");
  181. free(buff);
  182. buff = nullptr;
  183. });
  184. model.length = total_size;
  185. uint64_t left_space = total_size;
  186. auto ret_mem = memcpy_s(buff, left_space, reinterpret_cast<void *>(const_cast<ModelFileHeader *>(&file_header)),
  187. model_header_size);
  188. GE_CHK_BOOL_RET_STATUS(ret_mem == EOK, FAILED, "Memcpy_s failed!");
  189. buff += model_header_size;
  190. left_space -= model_header_size;
  191. for (size_t index = 0; index < model_partition_tables.size(); ++index) {
  192. auto &cur_tabel = *model_partition_tables[index];
  193. uint64_t table_size = static_cast<uint64_t>(SIZE_OF_MODEL_PARTITION_TABLE(cur_tabel));
  194. ret_mem = memcpy_s(buff, left_space, reinterpret_cast<void *>(&cur_tabel), table_size);
  195. GE_CHK_BOOL_RET_STATUS(ret_mem == EOK, FAILED, "Memcpy_s failed!");
  196. buff += table_size;
  197. left_space -= table_size;
  198. auto &cur_partition_data = all_partition_datas[index];
  199. for (const auto &partition_data : cur_partition_data) {
  200. ret_mem = memcpy_s(buff, left_space, reinterpret_cast<void *>(const_cast<uint8_t *>(partition_data.data)),
  201. partition_data.size);
  202. GE_CHK_BOOL_RET_STATUS(ret_mem == EOK, FAILED, "Memcpy_s failed!");
  203. buff += partition_data.size;
  204. left_space -= partition_data.size;
  205. }
  206. }
  207. return SUCCESS;
  208. }
  209. FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY Status FileSaver::CheckPath(const std::string &file_path) {
  210. // Determine file path length
  211. if (file_path.size() >= MMPA_MAX_PATH) {
  212. GELOGE(FAILED, "[Check][FilePath]Failed, file path's length:%zu > mmpa_max_path:%d",
  213. file_path.size(), MMPA_MAX_PATH);
  214. REPORT_INNER_ERROR("E19999", "Check file path failed, file path's length:%zu > mmpa_max_path:%d",
  215. file_path.size(), MMPA_MAX_PATH);
  216. return FAILED;
  217. }
  218. // Find the last separator
  219. int path_split_pos = static_cast<int>(file_path.size() - 1);
  220. for (; path_split_pos >= 0; path_split_pos--) {
  221. if (file_path[path_split_pos] == '\\' || file_path[path_split_pos] == '/') {
  222. break;
  223. }
  224. }
  225. if (path_split_pos == 0) {
  226. return SUCCESS;
  227. }
  228. // If there is a path before the file name, create the path
  229. if (path_split_pos != -1) {
  230. if (CreateDirectory(std::string(file_path).substr(0, static_cast<size_t>(path_split_pos))) != kFileOpSuccess) {
  231. GELOGE(FAILED, "[Create][Directory]Failed, file path:%s.", file_path.c_str());
  232. return FAILED;
  233. }
  234. }
  235. return SUCCESS;
  236. }
  237. FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY Status
  238. FileSaver::SaveToFile(const string &file_path, const ge::ModelData &model, const ModelFileHeader *model_file_header) {
  239. if (file_path.empty() || model.model_data == nullptr || model.model_len == 0) {
  240. GELOGE(FAILED, "[Save][File]Incorrect input param, file_path is empty or model_data is nullptr or model_len is 0");
  241. REPORT_INNER_ERROR("E19999", "Save file failed, at least one of the input parameters(file_path, model_data, model_len) is incorrect");
  242. return FAILED;
  243. }
  244. ModelFileHeader file_header;
  245. int32_t copy_header_ret = 0;
  246. GE_IF_BOOL_EXEC(model_file_header != nullptr, copy_header_ret = memcpy_s(&file_header, sizeof(ModelFileHeader),
  247. model_file_header, sizeof(ModelFileHeader)));
  248. GE_CHK_BOOL_RET_STATUS(copy_header_ret == 0, FAILED, "Copy ModelFileHeader failed, memcpy_s return: %d",
  249. copy_header_ret);
  250. file_header.length = model.model_len;
  251. file_header.is_encrypt = ModelEncryptType::UNENCRYPTED;
  252. const Status ret = SaveWithFileHeader(file_path, file_header, model.model_data, file_header.length);
  253. if (ret != SUCCESS) {
  254. GELOGE(FAILED, "[Save][File]Failed, file_path:%s, file_header_len:%u, error_code:%u.",
  255. file_path.c_str(), file_header.length, ret);
  256. return FAILED;
  257. }
  258. return SUCCESS;
  259. }
  260. FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY Status
  261. FileSaver::SaveToFile(const string &file_path, ModelFileHeader &file_header, ModelPartitionTable &model_partition_table,
  262. const std::vector<ModelPartition> &partition_datas) {
  263. file_header.is_encrypt = ModelEncryptType::UNENCRYPTED;
  264. const Status ret = SaveWithFileHeader(file_path, file_header, model_partition_table, partition_datas);
  265. GE_CHK_BOOL_RET_STATUS(ret == SUCCESS, FAILED, "save file failed, file_path:%s, file header len:%u.",
  266. file_path.c_str(), file_header.length);
  267. return SUCCESS;
  268. }
  269. FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY Status
  270. FileSaver::SaveToFile(const string &file_path, ModelFileHeader &file_header,
  271. vector<ModelPartitionTable *> &model_partition_tables,
  272. const vector<vector<ModelPartition>> &all_partition_datas) {
  273. file_header.is_encrypt = ModelEncryptType::UNENCRYPTED;
  274. const Status ret = SaveWithFileHeader(file_path, file_header, model_partition_tables, all_partition_datas);
  275. GE_CHK_BOOL_RET_STATUS(ret == SUCCESS, FAILED, "save file failed, file_path:%s, file header len:%u.",
  276. file_path.c_str(), file_header.length);
  277. return SUCCESS;
  278. }
  279. Status FileSaver::SaveWithFileHeader(const std::string &file_path, const ModelFileHeader &file_header,
  280. vector<ModelPartitionTable *> &model_partition_tables,
  281. const vector<vector<ModelPartition>> &all_partition_datas) {
  282. GE_CHK_BOOL_EXEC(model_partition_tables.size() == all_partition_datas.size(),
  283. return PARAM_INVALID,
  284. "model table size %zu does not match partition size %zu",
  285. model_partition_tables.size(), all_partition_datas.size())
  286. for (size_t index = 0; index < model_partition_tables.size(); ++index) {
  287. auto &cur_partiton_data = all_partition_datas[index];
  288. auto &cur_model_partition_table = *model_partition_tables[index];
  289. GE_CHK_BOOL_RET_STATUS(!cur_partiton_data.empty() && cur_model_partition_table.num != 0
  290. && cur_model_partition_table.num == cur_partiton_data.size(), FAILED,
  291. "Invalid param:partition data size is (%u), model_partition_table.num is (%zu).",
  292. cur_model_partition_table.num, cur_partiton_data.size());
  293. }
  294. // Open file
  295. int32_t fd = 0;
  296. GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(OpenFile(fd, file_path) != SUCCESS, return FAILED);
  297. Status ret = SUCCESS;
  298. do {
  299. // Write file header
  300. GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(
  301. WriteData(static_cast<const void *>(&file_header), sizeof(ModelFileHeader), fd) != SUCCESS, ret = FAILED;
  302. break);
  303. for (size_t index = 0; index < model_partition_tables.size(); ++index) {
  304. // Write model partition table
  305. auto &cur_tabel = *model_partition_tables[index];
  306. uint32_t table_size = static_cast<uint32_t>(SIZE_OF_MODEL_PARTITION_TABLE(cur_tabel));
  307. GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(
  308. WriteData(static_cast<const void *>(&cur_tabel), table_size, fd) != SUCCESS, ret = FAILED; break);
  309. // Write partition data
  310. auto &cur_partition_datas = all_partition_datas[index];
  311. for (const auto &partition_data : cur_partition_datas) {
  312. GELOGI("GC:size[%u]", partition_data.size);
  313. GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(
  314. WriteData(static_cast<const void *>(partition_data.data), partition_data.size, fd) != SUCCESS, ret = FAILED;
  315. break);
  316. }
  317. }
  318. } while (0);
  319. // Close file
  320. GE_CHK_BOOL_RET_STATUS(mmClose(fd) == EN_OK, FAILED, "Close file failed.");
  321. return ret;
  322. }
  323. FMK_FUNC_HOST_VISIBILITY FMK_FUNC_DEV_VISIBILITY Status FileSaver::SaveToFile(const string &file_path, const void *data,
  324. int len) {
  325. if (data == nullptr || len <= 0) {
  326. GELOGE(FAILED, "[Check][Param]Failed, model_data is null or the length[%d] is less than 1.", len);
  327. REPORT_INNER_ERROR("E19999", "Save file failed, the model_data is null or its length:%d is less than 1.", len);
  328. return FAILED;
  329. }
  330. // Open file
  331. int32_t fd = 0;
  332. GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(OpenFile(fd, file_path) != SUCCESS, return FAILED, "OpenFile FAILED");
  333. Status ret = SUCCESS;
  334. // write data
  335. GE_CHK_BOOL_EXEC(SUCCESS == WriteData(data, (uint32_t)len, fd), ret = FAILED, "WriteData FAILED");
  336. // Close file
  337. if (mmClose(fd) != 0) { // mmClose 0: success
  338. GELOGE(FAILED, "[Close][File]Failed, error_code:%u.", ret);
  339. REPORT_INNER_ERROR("E19999", "Close file failed, error_code:%u.", ret);
  340. ret = FAILED;
  341. }
  342. return ret;
  343. }
  344. } // 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