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util.h 16 kB

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  1. /**
  2. * Copyright (c) Huawei Technologies Co., Ltd. 2021. All rights reserved.
  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. #ifndef INC_FRAMEWORK_COMMON_UTIL_H_
  17. #define INC_FRAMEWORK_COMMON_UTIL_H_
  18. #include <climits>
  19. #include <cmath>
  20. #include <sstream>
  21. #include <string>
  22. #include <vector>
  23. #include <google/protobuf/text_format.h>
  24. #include "framework/common/debug/log.h"
  25. #include "framework/common/scope_guard.h"
  26. #include "framework/common/ge_inner_error_codes.h"
  27. #define GE_CHECK_POSITIVE_SIZE_RANGE(size) \
  28. do { \
  29. if (size <= 0) { \
  30. GELOGE(ge::FAILED, "param[%s] is not a positive number", #size); \
  31. return PARAM_INVALID; \
  32. } \
  33. } while (false)
  34. #define CHECK_FALSE_EXEC(expr, exec_expr, ...) \
  35. { \
  36. const bool b = (expr); \
  37. if (!b) { \
  38. exec_expr; \
  39. } \
  40. }
  41. // new ge marco
  42. // Encapsulate common resource releases
  43. #define GE_MAKE_GUARD_RTMEM(var) \
  44. GE_MAKE_GUARD(var, [&] { \
  45. if (var) GE_CHK_RT(rtFreeHost(var)); \
  46. });
  47. #define GE_MAKE_GUARD_RTSTREAM(var) \
  48. GE_MAKE_GUARD(var, [&] { \
  49. if (var) GE_CHK_RT(rtStreamDestroy(var)); \
  50. });
  51. // For propagating errors when calling a function.
  52. #define GE_RETURN_IF_ERROR(expr) \
  53. do { \
  54. const ge::Status _chk_status = (expr); \
  55. if (_chk_status != ge::SUCCESS) { \
  56. return _chk_status; \
  57. } \
  58. } while (false)
  59. #define GE_RETURN_WITH_LOG_IF_ERROR(expr, ...) \
  60. do { \
  61. const ge::Status _chk_status = (expr); \
  62. if (_chk_status != ge::SUCCESS) { \
  63. GELOGE(ge::FAILED, __VA_ARGS__); \
  64. return _chk_status; \
  65. } \
  66. } while (false)
  67. // check whether the parameter is true. If it is, return FAILED and record the error log
  68. #define GE_RETURN_WITH_LOG_IF_TRUE(condition, ...) \
  69. do { \
  70. if (condition) { \
  71. GELOGE(ge::FAILED, __VA_ARGS__); \
  72. return ge::FAILED; \
  73. } \
  74. } while (false)
  75. // Check if the parameter is false. If yes, return FAILED and record the error log
  76. #define GE_RETURN_WITH_LOG_IF_FALSE(condition, ...) \
  77. do { \
  78. const bool _condition = (condition); \
  79. if (!_condition) { \
  80. GELOGE(ge::FAILED, __VA_ARGS__); \
  81. return ge::FAILED; \
  82. } \
  83. } while (false)
  84. // Checks whether the parameter is true. If so, returns PARAM_INVALID and records the error log
  85. #define GE_RT_PARAM_INVALID_WITH_LOG_IF_TRUE(condition, ...) \
  86. do { \
  87. if (condition) { \
  88. GELOGE(ge::FAILED, __VA_ARGS__); \
  89. return ge::PARAM_INVALID; \
  90. } \
  91. } while (false)
  92. // Check if the parameter is false. If yes, return PARAM_INVALID and record the error log
  93. #define GE_RT_PARAM_INVALID_WITH_LOG_IF_FALSE(condition, ...) \
  94. do { \
  95. const bool _condition = (condition); \
  96. if (!_condition) { \
  97. GELOGE(ge::FAILED, __VA_ARGS__); \
  98. return ge::PARAM_INVALID; \
  99. } \
  100. } while (false)
  101. // Check if the parameter is null. If yes, return PARAM_INVALID and record the error
  102. #define GE_CHECK_NOTNULL(val) \
  103. do { \
  104. if (val == nullptr) { \
  105. REPORT_INNER_ERROR("E19999", "Param:%s is nullptr, check invalid", #val); \
  106. GELOGE(ge::FAILED, "[Check][Param:%s]null is invalid.", #val); \
  107. return ge::PARAM_INVALID; \
  108. } \
  109. } while (false)
  110. // Check if the parameter is null. If yes, just return and record the error
  111. #define GE_CHECK_NOTNULL_JUST_RETURN(val) \
  112. do { \
  113. if (val == nullptr) { \
  114. GELOGE(ge::FAILED, "param[%s] must not be null.", #val); \
  115. return; \
  116. } \
  117. } while (false)
  118. // Check whether the parameter is null. If so, execute the exec_expr expression and record the error log
  119. #define GE_CHECK_NOTNULL_EXEC(val, exec_expr) \
  120. do { \
  121. if (val == nullptr) { \
  122. GELOGE(ge::FAILED, "param[%s] must not be null.", #val); \
  123. exec_expr; \
  124. } \
  125. } while (false)
  126. // Check whether the parameter is null. If yes, return directly and record the error log
  127. #define GE_RT_VOID_CHECK_NOTNULL(val) \
  128. do { \
  129. if (val == nullptr) { \
  130. GELOGE(ge::FAILED, "param[%s] must not be null.", #val); \
  131. return; \
  132. } \
  133. } while (false)
  134. // Check if the parameter is null. If yes, return false and record the error log
  135. #define GE_RT_FALSE_CHECK_NOTNULL(val) \
  136. do { \
  137. if (val == nullptr) { \
  138. GELOGE(ge::FAILED, "param[%s] must not be null.", #val); \
  139. return false; \
  140. } \
  141. } while (false)
  142. // Check if the parameter is out of bounds
  143. #define GE_CHECK_SIZE(size) \
  144. do { \
  145. if (size == 0) { \
  146. GELOGE(ge::FAILED, "param[%s] is out of range", #size); \
  147. return ge::PARAM_INVALID; \
  148. } \
  149. } while (false)
  150. // Check if the value on the left is greater than or equal to the value on the right
  151. #define GE_CHECK_GE(lhs, rhs) \
  152. do { \
  153. if (lhs < rhs) { \
  154. GELOGE(ge::FAILED, "param[%s] is less than[%s]", #lhs, #rhs); \
  155. return ge::PARAM_INVALID; \
  156. } \
  157. } while (false)
  158. // Check if the value on the left is less than or equal to the value on the right
  159. #define GE_CHECK_LE(lhs, rhs) \
  160. do { \
  161. if (lhs > rhs) { \
  162. GELOGE(ge::FAILED, "param[%s] is greater than[%s]", #lhs, #rhs); \
  163. return ge::PARAM_INVALID; \
  164. } \
  165. } while (false)
  166. #define GE_DELETE_NEW_SINGLE(var) \
  167. do { \
  168. if (var != nullptr) { \
  169. delete var; \
  170. var = nullptr; \
  171. } \
  172. } while (false)
  173. #define GE_DELETE_NEW_ARRAY(var) \
  174. do { \
  175. if (var != nullptr) { \
  176. delete[] var; \
  177. var = nullptr; \
  178. } \
  179. } while (false)
  180. #define GE_FREE_RT_LOG(addr) \
  181. do { \
  182. if (addr != nullptr) { \
  183. const rtError_t error = rtFree(addr); \
  184. if (error != RT_ERROR_NONE) { \
  185. GELOGE(RT_FAILED, "Call rtFree failed, error: %#x", error); \
  186. } \
  187. addr = nullptr; \
  188. } \
  189. } while (false)
  190. /**
  191. * @ingroup domi_common
  192. * @brief version of om.proto file
  193. */
  194. static constexpr int32_t OM_PROTO_VERSION = 2;
  195. /**
  196. * Finding an Integer Ceiling Value Without Precision Loss
  197. */
  198. #define CEIL(N, n) (((N) + (n)-1) / (n))
  199. namespace ge {
  200. using google::protobuf::Message;
  201. ///
  202. /// @ingroup domi_common
  203. /// @brief Reads the proto structure from an array.
  204. /// @param [in] data proto data to be read
  205. /// @param [in] size proto data size
  206. /// @param [out] proto Memory for storing the proto file
  207. /// @return true success
  208. /// @return false fail
  209. ///
  210. GE_FUNC_VISIBILITY bool ReadProtoFromArray(const void *data, int32_t size, Message *proto);
  211. ///
  212. /// @ingroup domi_proto
  213. /// @brief Reads the proto file in the text format.
  214. /// @param [in] file path of proto file
  215. /// @param [out] message Memory for storing the proto file
  216. /// @return true success
  217. /// @return false fail
  218. ///
  219. GE_FUNC_VISIBILITY bool ReadProtoFromText(const char *file, google::protobuf::Message *message);
  220. ///
  221. /// @ingroup: domi_common
  222. /// @brief: get length of file
  223. /// @param [in] input_file: path of file
  224. /// @return long: File length. If the file length fails to be obtained, the value -1 is returned.
  225. ///
  226. GE_FUNC_VISIBILITY extern long GetFileLength(const std::string &input_file);
  227. ///
  228. /// @ingroup domi_common
  229. /// @brief Reads all data from a binary file.
  230. /// @param [in] file_name path of file
  231. /// @param [out] buffer Output memory address, which needs to be released by the caller.
  232. /// @param [out] length Output memory size
  233. /// @return false fail
  234. /// @return true success
  235. ///
  236. GE_FUNC_VISIBILITY bool ReadBytesFromBinaryFile(const char *const file_name, char **buffer, int32_t &length);
  237. GE_FUNC_VISIBILITY bool ReadBytesFromBinaryFile(const char *file_name, std::vector<char> &buffer);
  238. ///
  239. /// @ingroup domi_common
  240. /// @brief Recursively Creating a Directory
  241. /// @param [in] directory_path Path, which can be a multi-level directory.
  242. /// @return 0 success
  243. /// @return -1 fail
  244. ///
  245. GE_FUNC_VISIBILITY extern int32_t CreateDirectory(const std::string &directory_path);
  246. ///
  247. /// @ingroup domi_common
  248. /// @brief Obtains the current time string.
  249. /// @return Time character string in the format : %Y%m%d%H%M%S, eg: 20171011083555
  250. ///
  251. GE_FUNC_VISIBILITY std::string CurrentTimeInStr();
  252. ///
  253. /// @ingroup domi_common
  254. /// @brief onverts Vector of a number to a string.
  255. /// @param [in] v Vector of a number
  256. /// @return string
  257. ///
  258. template <typename T>
  259. GE_FUNC_VISIBILITY std::string ToString(std::vector<T> &v) {
  260. std::stringstream ss;
  261. ss << "[";
  262. for (T x : v) {
  263. ss << x;
  264. ss << ", ";
  265. }
  266. // Delete the two extra characters at the end of the line.
  267. std::string str = ss.str().substr(0U, ss.str().length() - 2U);
  268. str += "]";
  269. return str;
  270. }
  271. ///
  272. /// @ingroup domi_common
  273. /// @brief Converts RepeatedField to String.
  274. /// @param [in] rpd_field RepeatedField
  275. /// @return string
  276. ///
  277. template <typename T>
  278. GE_FUNC_VISIBILITY std::string ToString(const google::protobuf::RepeatedField<T> &rpd_field) {
  279. std::stringstream ss;
  280. ss << "[";
  281. for (T x : rpd_field) {
  282. ss << x;
  283. ss << ", ";
  284. }
  285. // Delete the two extra characters at the end of the line.
  286. std::string str = ss.str().substr(0U, ss.str().length() - 2U);
  287. str += "]";
  288. return str;
  289. }
  290. ///
  291. /// @ingroup ge_ir_utils
  292. /// @brief RepeatedPtrField->String
  293. /// @param [in] const rpd_field RepeatedPtrField
  294. /// @return String
  295. ///
  296. template <typename T>
  297. GE_FUNC_VISIBILITY std::string ToString(const google::protobuf::RepeatedPtrField<T> &rpd_ptr_field) {
  298. std::stringstream ss;
  299. ss << "[";
  300. for (const T &x : rpd_ptr_field) {
  301. ss << x;
  302. ss << ", ";
  303. }
  304. std::string str_ret = ss.str().substr(0U, ss.str().length() - 2U);
  305. str_ret += "]";
  306. return str_ret;
  307. }
  308. ///
  309. /// @ingroup domi_common
  310. /// @brief Obtains the absolute time (timestamp) of the current system.
  311. /// @return Timestamp, in microseconds (US)
  312. ///
  313. ///
  314. GE_FUNC_VISIBILITY uint64_t GetCurrentTimestamp();
  315. ///
  316. /// @ingroup domi_common
  317. /// @brief Obtains the absolute time (timestamp) of the current system.
  318. /// @return Timestamp, in seconds (US)
  319. ///
  320. ///
  321. GE_FUNC_VISIBILITY uint32_t GetCurrentSecondTimestap();
  322. ///
  323. /// @ingroup domi_common
  324. /// @brief Check whether the product of two int64 numbers exceeds the int64 range.
  325. /// @param [in] a
  326. /// @param [in] b
  327. /// @return false: true: The result is within the normal int64 range.
  328. ///
  329. GE_FUNC_VISIBILITY bool CheckInt64MulOverflow(int64_t a, int64_t b);
  330. ///
  331. /// @ingroup domi_common
  332. /// @brief Absolute path for obtaining files.
  333. /// @param [in] path of input file
  334. /// @param [out] Absolute path of a file. If the absolute path cannot be obtained, an empty string is returned
  335. ///
  336. GE_FUNC_VISIBILITY std::string RealPath(const char *path);
  337. ///
  338. /// @ingroup domi_common
  339. /// @brief Check whether the specified input file path is valid.
  340. /// 1. The specified path cannot be empty.
  341. /// 2. The path can be converted to an absolute path.
  342. /// 3. The file path exists and is readable.
  343. /// @param [in] file_path path of input file
  344. /// @param [out] result
  345. ///
  346. GE_FUNC_VISIBILITY bool CheckInputPathValid(const std::string &file_path, const std::string &atc_param = "");
  347. ///
  348. /// @ingroup domi_common
  349. /// @brief Checks whether the specified output file path is valid.
  350. /// @param [in] file_path path of output file
  351. /// @param [out] result
  352. ///
  353. GE_FUNC_VISIBILITY bool CheckOutputPathValid(const std::string &file_path, const std::string &atc_param = "");
  354. ///
  355. /// @ingroup domi_common
  356. /// @brief Check whether the file path meets the whitelist verification requirements.
  357. /// @param [in] str file path
  358. /// @param [out] result
  359. ///
  360. GE_FUNC_VISIBILITY bool ValidateStr(const std::string &str, const std::string &mode);
  361. ///
  362. /// @ingroup domi_common
  363. /// @brief Check path invalid
  364. /// @param [in] path, path to be checked
  365. /// @param [in] length, length of path
  366. /// @return 0 success
  367. /// @return -1 fail
  368. ///
  369. GE_FUNC_VISIBILITY Status CheckPath(const char *path, size_t length);
  370. } // namespace ge
  371. #endif // INC_FRAMEWORK_COMMON_UTIL_H_

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