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