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acl_base.h 19 kB

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  1. /**
  2. * Copyright 2019-2020 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. #ifndef INC_EXTERNAL_ACL_ACL_BASE_H_
  17. #define INC_EXTERNAL_ACL_ACL_BASE_H_
  18. #include <stdint.h>
  19. #include <stddef.h>
  20. #include "error_codes/rt_error_codes.h"
  21. #include "error_codes/ge_error_codes.h"
  22. #ifdef __cplusplus
  23. extern "C" {
  24. #endif
  25. #if defined(_MSC_VER)
  26. #ifdef FUNC_VISIBILITY
  27. #define ACL_FUNC_VISIBILITY _declspec(dllexport)
  28. #else
  29. #define ACL_FUNC_VISIBILITY
  30. #endif
  31. #else
  32. #ifdef FUNC_VISIBILITY
  33. #define ACL_FUNC_VISIBILITY __attribute__((visibility("default")))
  34. #else
  35. #define ACL_FUNC_VISIBILITY
  36. #endif
  37. #endif
  38. #ifdef __GNUC__
  39. #define ACL_DEPRECATED __attribute__((deprecated))
  40. #define ACL_DEPRECATED_MESSAGE(message) __attribute__((deprecated(message)))
  41. #elif defined(_MSC_VER)
  42. #define ACL_DEPRECATED __declspec(deprecated)
  43. #define ACL_DEPRECATED_MESSAGE(message) __declspec(deprecated(message))
  44. #else
  45. #define ACL_DEPRECATED
  46. #define ACL_DEPRECATED_MESSAGE(message)
  47. #endif
  48. typedef void *aclrtStream;
  49. typedef void *aclrtEvent;
  50. typedef void *aclrtContext;
  51. typedef int aclError;
  52. typedef uint16_t aclFloat16;
  53. typedef struct aclDataBuffer aclDataBuffer;
  54. typedef struct aclTensorDesc aclTensorDesc;
  55. static const int ACL_ERROR_NONE = 0;
  56. static const int ACL_SUCCESS = 0;
  57. static const int ACL_ERROR_INVALID_PARAM = 100000;
  58. static const int ACL_ERROR_UNINITIALIZE = 100001;
  59. static const int ACL_ERROR_REPEAT_INITIALIZE = 100002;
  60. static const int ACL_ERROR_INVALID_FILE = 100003;
  61. static const int ACL_ERROR_WRITE_FILE = 100004;
  62. static const int ACL_ERROR_INVALID_FILE_SIZE = 100005;
  63. static const int ACL_ERROR_PARSE_FILE = 100006;
  64. static const int ACL_ERROR_FILE_MISSING_ATTR = 100007;
  65. static const int ACL_ERROR_FILE_ATTR_INVALID = 100008;
  66. static const int ACL_ERROR_INVALID_DUMP_CONFIG = 100009;
  67. static const int ACL_ERROR_INVALID_PROFILING_CONFIG = 100010;
  68. static const int ACL_ERROR_INVALID_MODEL_ID = 100011;
  69. static const int ACL_ERROR_DESERIALIZE_MODEL = 100012;
  70. static const int ACL_ERROR_PARSE_MODEL = 100013;
  71. static const int ACL_ERROR_READ_MODEL_FAILURE = 100014;
  72. static const int ACL_ERROR_MODEL_SIZE_INVALID = 100015;
  73. static const int ACL_ERROR_MODEL_MISSING_ATTR = 100016;
  74. static const int ACL_ERROR_MODEL_INPUT_NOT_MATCH = 100017;
  75. static const int ACL_ERROR_MODEL_OUTPUT_NOT_MATCH = 100018;
  76. static const int ACL_ERROR_MODEL_NOT_DYNAMIC = 100019;
  77. static const int ACL_ERROR_OP_TYPE_NOT_MATCH = 100020;
  78. static const int ACL_ERROR_OP_INPUT_NOT_MATCH = 100021;
  79. static const int ACL_ERROR_OP_OUTPUT_NOT_MATCH = 100022;
  80. static const int ACL_ERROR_OP_ATTR_NOT_MATCH = 100023;
  81. static const int ACL_ERROR_OP_NOT_FOUND = 100024;
  82. static const int ACL_ERROR_OP_LOAD_FAILED = 100025;
  83. static const int ACL_ERROR_UNSUPPORTED_DATA_TYPE = 100026;
  84. static const int ACL_ERROR_FORMAT_NOT_MATCH = 100027;
  85. static const int ACL_ERROR_BIN_SELECTOR_NOT_REGISTERED = 100028;
  86. static const int ACL_ERROR_KERNEL_NOT_FOUND = 100029;
  87. static const int ACL_ERROR_BIN_SELECTOR_ALREADY_REGISTERED = 100030;
  88. static const int ACL_ERROR_KERNEL_ALREADY_REGISTERED = 100031;
  89. static const int ACL_ERROR_INVALID_QUEUE_ID = 100032;
  90. static const int ACL_ERROR_REPEAT_SUBSCRIBE = 100033;
  91. static const int ACL_ERROR_STREAM_NOT_SUBSCRIBE = 100034;
  92. static const int ACL_ERROR_THREAD_NOT_SUBSCRIBE = 100035;
  93. static const int ACL_ERROR_WAIT_CALLBACK_TIMEOUT = 100036;
  94. static const int ACL_ERROR_REPEAT_FINALIZE = 100037;
  95. static const int ACL_ERROR_NOT_STATIC_AIPP = 100038;
  96. static const int ACL_ERROR_COMPILING_STUB_MODE = 100039;
  97. static const int ACL_ERROR_GROUP_NOT_SET = 100040;
  98. static const int ACL_ERROR_GROUP_NOT_CREATE = 100041;
  99. static const int ACL_ERROR_PROF_ALREADY_RUN = 100042;
  100. static const int ACL_ERROR_PROF_NOT_RUN = 100043;
  101. static const int ACL_ERROR_DUMP_ALREADY_RUN = 100044;
  102. static const int ACL_ERROR_DUMP_NOT_RUN = 100045;
  103. static const int ACL_ERROR_PROF_REPEAT_SUBSCRIBE = 148046;
  104. static const int ACL_ERROR_PROF_API_CONFLICT = 148047;
  105. static const int ACL_ERROR_BAD_ALLOC = 200000;
  106. static const int ACL_ERROR_API_NOT_SUPPORT = 200001;
  107. static const int ACL_ERROR_INVALID_DEVICE = 200002;
  108. static const int ACL_ERROR_MEMORY_ADDRESS_UNALIGNED = 200003;
  109. static const int ACL_ERROR_RESOURCE_NOT_MATCH = 200004;
  110. static const int ACL_ERROR_INVALID_RESOURCE_HANDLE = 200005;
  111. static const int ACL_ERROR_FEATURE_UNSUPPORTED = 200006;
  112. static const int ACL_ERROR_PROF_MODULES_UNSUPPORTED = 200007;
  113. static const int ACL_ERROR_STORAGE_OVER_LIMIT = 300000;
  114. static const int ACL_ERROR_INTERNAL_ERROR = 500000;
  115. static const int ACL_ERROR_FAILURE = 500001;
  116. static const int ACL_ERROR_GE_FAILURE = 500002;
  117. static const int ACL_ERROR_RT_FAILURE = 500003;
  118. static const int ACL_ERROR_DRV_FAILURE = 500004;
  119. static const int ACL_ERROR_PROFILING_FAILURE = 500005;
  120. #define ACL_TENSOR_SHAPE_RANGE_NUM 2
  121. #define ACL_UNKNOWN_RANK 0xFFFFFFFFFFFFFFFE
  122. typedef enum {
  123. ACL_DT_UNDEFINED = -1,
  124. ACL_FLOAT = 0,
  125. ACL_FLOAT16 = 1,
  126. ACL_INT8 = 2,
  127. ACL_INT32 = 3,
  128. ACL_UINT8 = 4,
  129. ACL_INT16 = 6,
  130. ACL_UINT16 = 7,
  131. ACL_UINT32 = 8,
  132. ACL_INT64 = 9,
  133. ACL_UINT64 = 10,
  134. ACL_DOUBLE = 11,
  135. ACL_BOOL = 12,
  136. ACL_STRING = 13,
  137. } aclDataType;
  138. typedef enum {
  139. ACL_FORMAT_UNDEFINED = -1,
  140. ACL_FORMAT_NCHW = 0,
  141. ACL_FORMAT_NHWC = 1,
  142. ACL_FORMAT_ND = 2,
  143. ACL_FORMAT_NC1HWC0 = 3,
  144. ACL_FORMAT_FRACTAL_Z = 4,
  145. ACL_FORMAT_NC1HWC0_C04 = 12,
  146. ACL_FORMAT_FRACTAL_NZ = 29,
  147. } aclFormat;
  148. typedef enum {
  149. ACL_DEBUG = 0,
  150. ACL_INFO = 1,
  151. ACL_WARNING = 2,
  152. ACL_ERROR = 3,
  153. } aclLogLevel;
  154. /**
  155. * @ingroup AscendCL
  156. * @brief Converts data of type aclFloat16 to data of type float
  157. *
  158. * @param value [IN] Data to be converted
  159. *
  160. * @retval Transformed data
  161. */
  162. ACL_FUNC_VISIBILITY float aclFloat16ToFloat(aclFloat16 value);
  163. /**
  164. * @ingroup AscendCL
  165. * @brief Converts data of type float to data of type aclFloat16
  166. *
  167. * @param value [IN] Data to be converted
  168. *
  169. * @retval Transformed data
  170. */
  171. ACL_FUNC_VISIBILITY aclFloat16 aclFloatToFloat16(float value);
  172. /**
  173. * @ingroup AscendCL
  174. * @brief create data of aclDataBuffer
  175. *
  176. * @param data [IN] pointer to data
  177. * @li Need to be managed by the user,
  178. * call aclrtMalloc interface to apply for memory,
  179. * call aclrtFree interface to release memory
  180. *
  181. * @param size [IN] size of data in bytes
  182. *
  183. * @retval pointer to created instance. nullptr if run out of memory
  184. *
  185. * @see aclrtMalloc | aclrtFree
  186. */
  187. ACL_FUNC_VISIBILITY aclDataBuffer *aclCreateDataBuffer(void *data, size_t size);
  188. /**
  189. * @ingroup AscendCL
  190. * @brief destroy data of aclDataBuffer
  191. *
  192. * @par Function
  193. * Only the aclDataBuffer type data is destroyed here.
  194. * The memory of the data passed in when the aclDataDataBuffer interface
  195. * is called to create aclDataBuffer type data must be released by the user
  196. *
  197. * @param dataBuffer [IN] pointer to the aclDataBuffer
  198. *
  199. * @retval ACL_SUCCESS The function is successfully executed.
  200. * @retval OtherValues Failure
  201. *
  202. * @see aclCreateDataBuffer
  203. */
  204. ACL_FUNC_VISIBILITY aclError aclDestroyDataBuffer(const aclDataBuffer *dataBuffer);
  205. /**
  206. * @ingroup AscendCL
  207. * @brief get data address from aclDataBuffer
  208. *
  209. * @param dataBuffer [IN] pointer to the data of aclDataBuffer
  210. *
  211. * @retval data address
  212. */
  213. ACL_FUNC_VISIBILITY void *aclGetDataBufferAddr(const aclDataBuffer *dataBuffer);
  214. /**
  215. * @ingroup AscendCL
  216. * @brief get data size of aclDataBuffer
  217. *
  218. * @param dataBuffer [IN] pointer to the data of aclDataBuffer
  219. *
  220. * @retval data size
  221. */
  222. ACL_DEPRECATED_MESSAGE("aclGetDataBufferSize is deprecated, use aclGetDataBufferSizeV2 instead")
  223. ACL_FUNC_VISIBILITY uint32_t aclGetDataBufferSize(const aclDataBuffer *dataBuffer);
  224. /**
  225. * @ingroup AscendCL
  226. * @brief get data size of aclDataBuffer to replace aclGetDataBufferSize
  227. *
  228. * @param dataBuffer [IN] pointer to the data of aclDataBuffer
  229. *
  230. * @retval data size
  231. */
  232. ACL_FUNC_VISIBILITY size_t aclGetDataBufferSizeV2(const aclDataBuffer *dataBuffer);
  233. /**
  234. * @ingroup AscendCL
  235. * @brief get size of aclDataType
  236. *
  237. * @param dataType [IN] aclDataType data the size to get
  238. *
  239. * @retval size of the aclDataType
  240. */
  241. ACL_FUNC_VISIBILITY size_t aclDataTypeSize(aclDataType dataType);
  242. // interfaces of tensor desc
  243. /**
  244. * @ingroup AscendCL
  245. * @brief create data aclTensorDesc
  246. *
  247. * @param dataType [IN] Data types described by tensor
  248. * @param numDims [IN] the number of dimensions of the shape
  249. * @param dims [IN] the size of the specified dimension
  250. * @param format [IN] tensor format
  251. *
  252. * @retval aclTensorDesc pointer.
  253. * @retval nullptr if param is invalid or run out of memory
  254. */
  255. ACL_FUNC_VISIBILITY aclTensorDesc *aclCreateTensorDesc(aclDataType dataType, int numDims, const int64_t *dims,
  256. aclFormat format);
  257. /**
  258. * @ingroup AscendCL
  259. * @brief destroy data aclTensorDesc
  260. *
  261. * @param desc [IN] pointer to the data of aclTensorDesc to destroy
  262. */
  263. ACL_FUNC_VISIBILITY void aclDestroyTensorDesc(const aclTensorDesc *desc);
  264. /**
  265. * @ingroup AscendCL
  266. * @brief set tensor shape range for aclTensorDesc
  267. *
  268. * @param desc [OUT] pointer to the data of aclTensorDesc
  269. * @param dimsCount [IN] the number of dimensions of the shape
  270. * @param dimsRange [IN] the range of dimensions of the shape
  271. *
  272. * @retval ACL_SUCCESS The function is successfully executed.
  273. * @retval OtherValues Failure
  274. */
  275. ACL_FUNC_VISIBILITY aclError aclSetTensorShapeRange(aclTensorDesc *desc, size_t dimsCount,
  276. int64_t dimsRange[][ACL_TENSOR_SHAPE_RANGE_NUM]);
  277. /**
  278. * @ingroup AscendCL
  279. * @brief get data type specified by the tensor description
  280. *
  281. * @param desc [IN] pointer to the instance of aclTensorDesc
  282. *
  283. * @retval data type specified by the tensor description.
  284. * @retval ACL_DT_UNDEFINED if description is null
  285. */
  286. ACL_FUNC_VISIBILITY aclDataType aclGetTensorDescType(const aclTensorDesc *desc);
  287. /**
  288. * @ingroup AscendCL
  289. * @brief get data format specified by the tensor description
  290. *
  291. * @param desc [IN] pointer to the instance of aclTensorDesc
  292. *
  293. * @retval data format specified by the tensor description.
  294. * @retval ACL_FORMAT_UNDEFINED if description is null
  295. */
  296. ACL_FUNC_VISIBILITY aclFormat aclGetTensorDescFormat(const aclTensorDesc *desc);
  297. /**
  298. * @ingroup AscendCL
  299. * @brief get tensor size specified by the tensor description
  300. *
  301. * @param desc [IN] pointer to the instance of aclTensorDesc
  302. *
  303. * @retval data size specified by the tensor description.
  304. * @retval 0 if description is null
  305. */
  306. ACL_FUNC_VISIBILITY size_t aclGetTensorDescSize(const aclTensorDesc *desc);
  307. /**
  308. * @ingroup AscendCL
  309. * @brief get element count specified by the tensor description
  310. *
  311. * @param desc [IN] pointer to the instance of aclTensorDesc
  312. *
  313. * @retval element count specified by the tensor description.
  314. * @retval 0 if description is null
  315. */
  316. ACL_FUNC_VISIBILITY size_t aclGetTensorDescElementCount(const aclTensorDesc *desc);
  317. /**
  318. * @ingroup AscendCL
  319. * @brief get number of dims specified by the tensor description
  320. *
  321. * @param desc [IN] pointer to the instance of aclTensorDesc
  322. *
  323. * @retval number of dims specified by the tensor description.
  324. * @retval 0 if description is null
  325. * @retval ACL_UNKNOWN_RANK if the tensor dim is -2
  326. */
  327. ACL_FUNC_VISIBILITY size_t aclGetTensorDescNumDims(const aclTensorDesc *desc);
  328. /**
  329. * @ingroup AscendCL
  330. * @brief Get the size of the specified dim in the tensor description
  331. *
  332. * @param desc [IN] pointer to the instance of aclTensorDesc
  333. * @param index [IN] index of dims, start from 0.
  334. *
  335. * @retval dim specified by the tensor description and index.
  336. * @retval -1 if description or index is invalid
  337. */
  338. ACL_DEPRECATED_MESSAGE("aclGetTensorDescDim is deprecated, use aclGetTensorDescDimV2 instead")
  339. ACL_FUNC_VISIBILITY int64_t aclGetTensorDescDim(const aclTensorDesc *desc, size_t index);
  340. /**
  341. * @ingroup AscendCL
  342. * @brief Get the size of the specified dim in the tensor description
  343. *
  344. * @param desc [IN] pointer to the instance of aclTensorDesc
  345. * @param index [IN] index of dims, start from 0.
  346. * @param dimSize [OUT] size of the specified dim.
  347. *
  348. * @retval ACL_SUCCESS The function is successfully executed.
  349. * @retval OtherValues Failure
  350. */
  351. ACL_FUNC_VISIBILITY aclError aclGetTensorDescDimV2(const aclTensorDesc *desc, size_t index, int64_t *dimSize);
  352. /**
  353. * @ingroup AscendCL
  354. * @brief Get the range of the specified dim in the tensor description
  355. *
  356. * @param desc [IN] pointer to the instance of aclTensorDesc
  357. * @param index [IN] index of dims, start from 0.
  358. * @param dimRangeNum [IN] number of dimRange.
  359. * @param dimRange [OUT] range of the specified dim.
  360. *
  361. * @retval ACL_SUCCESS The function is successfully executed.
  362. * @retval OtherValues Failure
  363. */
  364. ACL_FUNC_VISIBILITY aclError aclGetTensorDescDimRange(const aclTensorDesc *desc, size_t index, size_t dimRangeNum,
  365. int64_t *dimRange);
  366. /**
  367. * @ingroup AscendCL
  368. * @brief set tensor description name
  369. *
  370. * @param desc [OUT] pointer to the instance of aclTensorDesc
  371. * @param name [IN] tensor description name
  372. */
  373. ACL_FUNC_VISIBILITY void aclSetTensorDescName(aclTensorDesc *desc, const char *name);
  374. /**
  375. * @ingroup AscendCL
  376. * @brief get tensor description name
  377. *
  378. * @param desc [IN] pointer to the instance of aclTensorDesc
  379. *
  380. * @retval tensor description name.
  381. * @retval empty string if description is null
  382. */
  383. ACL_FUNC_VISIBILITY const char *aclGetTensorDescName(aclTensorDesc *desc);
  384. /**
  385. * @ingroup AscendCL
  386. * @brief Convert the format in the source aclTensorDesc according to
  387. * the specified dstFormat to generate a new target aclTensorDesc.
  388. * The format in the source aclTensorDesc remains unchanged.
  389. *
  390. * @param srcDesc [IN] pointer to the source tensor desc
  391. * @param dstFormat [IN] destination format
  392. * @param dstDesc [OUT] pointer to the pointer to the destination tensor desc
  393. *
  394. * @retval ACL_SUCCESS The function is successfully executed.
  395. * @retval OtherValues Failure
  396. */
  397. ACL_FUNC_VISIBILITY aclError aclTransTensorDescFormat(const aclTensorDesc *srcDesc, aclFormat dstFormat,
  398. aclTensorDesc **dstDesc);
  399. /**
  400. * @ingroup AscendCL
  401. * @brief Set the storage format specified by the tensor description
  402. *
  403. * @param desc [OUT] pointer to the instance of aclTensorDesc
  404. * @param format [IN] the storage format
  405. *
  406. * @retval ACL_SUCCESS The function is successfully executed.
  407. * @retval OtherValues Failure
  408. */
  409. ACL_DEPRECATED_MESSAGE("aclSetTensorStorageFormat is deprecated, use aclSetTensorFormat instead")
  410. ACL_FUNC_VISIBILITY aclError aclSetTensorStorageFormat(aclTensorDesc *desc, aclFormat format);
  411. /**
  412. * @ingroup AscendCL
  413. * @brief Set the storage shape specified by the tensor description
  414. *
  415. * @param desc [OUT] pointer to the instance of aclTensorDesc
  416. * @param numDims [IN] the number of dimensions of the shape
  417. * @param dims [IN] the size of the specified dimension
  418. *
  419. * @retval ACL_SUCCESS The function is successfully executed.
  420. * @retval OtherValues Failure
  421. */
  422. ACL_DEPRECATED_MESSAGE("aclSetTensorStorageShape is deprecated, use aclSetTensorShape instead")
  423. ACL_FUNC_VISIBILITY aclError aclSetTensorStorageShape(aclTensorDesc *desc, int numDims, const int64_t *dims);
  424. /**
  425. * @ingroup AscendCL
  426. * @brief Set the format specified by the tensor description
  427. *
  428. * @param desc [OUT] pointer to the instance of aclTensorDesc
  429. * @param format [IN] the storage format
  430. *
  431. * @retval ACL_SUCCESS The function is successfully executed.
  432. * @retval OtherValues Failure
  433. */
  434. ACL_FUNC_VISIBILITY aclError aclSetTensorFormat(aclTensorDesc *desc, aclFormat format);
  435. /**
  436. * @ingroup AscendCL
  437. * @brief Set the shape specified by the tensor description
  438. *
  439. * @param desc [OUT] pointer to the instance of aclTensorDesc
  440. * @param numDims [IN] the number of dimensions of the shape
  441. * @param dims [IN] the size of the specified dimension
  442. *
  443. * @retval ACL_SUCCESS The function is successfully executed.
  444. * @retval OtherValues Failure
  445. */
  446. ACL_FUNC_VISIBILITY aclError aclSetTensorShape(aclTensorDesc *desc, int numDims, const int64_t *dims);
  447. /**
  448. * @ingroup AscendCL
  449. * @brief Set the original format specified by the tensor description
  450. *
  451. * @param desc [OUT] pointer to the instance of aclTensorDesc
  452. * @param format [IN] the storage format
  453. *
  454. * @retval ACL_SUCCESS The function is successfully executed.
  455. * @retval OtherValues Failure
  456. */
  457. ACL_FUNC_VISIBILITY aclError aclSetTensorOriginFormat(aclTensorDesc *desc, aclFormat format);
  458. /**
  459. * @ingroup AscendCL
  460. * @brief Set the original shape specified by the tensor description
  461. *
  462. * @param desc [OUT] pointer to the instance of aclTensorDesc
  463. * @param numDims [IN] the number of dimensions of the shape
  464. * @param dims [IN] the size of the specified dimension
  465. *
  466. * @retval ACL_SUCCESS The function is successfully executed.
  467. * @retval OtherValues Failure
  468. */
  469. ACL_FUNC_VISIBILITY aclError aclSetTensorOriginShape(aclTensorDesc *desc, int numDims, const int64_t *dims);
  470. /**
  471. * @ingroup AscendCL
  472. * @brief get op description info
  473. *
  474. * @param desc [IN] pointer to tensor description
  475. * @param index [IN] index of tensor
  476. *
  477. * @retval null for failed.
  478. * @retval OtherValues success.
  479. */
  480. ACL_FUNC_VISIBILITY aclTensorDesc *aclGetTensorDescByIndex(aclTensorDesc *desc, size_t index);
  481. /**
  482. * @ingroup AscendCL
  483. * @brief get address of tensor
  484. *
  485. * @param desc [IN] pointer to tensor description
  486. *
  487. * @retval null for failed
  488. * @retval OtherValues success
  489. */
  490. ACL_FUNC_VISIBILITY void *aclGetTensorDescAddress(const aclTensorDesc *desc);
  491. /**
  492. * @ingroup AscendCL
  493. * @brief Set the dynamic input name specified by the tensor description
  494. *
  495. * @param desc [OUT] pointer to the instance of aclTensorDesc
  496. * @param dynamicInputName [IN] pointer to the dynamic input name
  497. *
  498. * @retval ACL_SUCCESS The function is successfully executed.
  499. * @retval OtherValues Failure
  500. */
  501. ACL_FUNC_VISIBILITY aclError aclSetTensorDynamicInput(aclTensorDesc *desc, const char *dynamicInputName);
  502. /**
  503. * @ingroup AscendCL
  504. * @brief an interface for users to output APP logs
  505. *
  506. * @param logLevel [IN] the level of current log
  507. * @param func [IN] the function where the log is located
  508. * @param file [IN] the file where the log is located
  509. * @param line [IN] Number of source lines where the log is located
  510. * @param fmt [IN] the format of current log
  511. * @param ... [IN] the value of current log
  512. */
  513. ACL_FUNC_VISIBILITY void aclAppLog(aclLogLevel logLevel, const char *func, const char *file, uint32_t line,
  514. const char *fmt, ...);
  515. #define ACL_APP_LOG(level, fmt, ...) aclAppLog(level, __FUNCTION__, __FILE__, __LINE__, fmt, ##__VA_ARGS__)
  516. #ifdef __cplusplus
  517. }
  518. #endif
  519. #endif // INC_EXTERNAL_ACL_ACL_BASE_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