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acl_base.h 22 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_INVALID_MAX_OPQUEUE_NUM_CONFIG = 148048;
  106. static const int ACL_ERROR_INVALID_OPP_PATH = 148049;
  107. static const int ACL_ERROR_OP_UNSUPPORTED_DYNAMIC = 148050;
  108. static const int ACL_ERROR_RELATIVE_RESOURCE_NOT_CLEARED = 148051;
  109. static const int ACL_ERROR_BAD_ALLOC = 200000;
  110. static const int ACL_ERROR_API_NOT_SUPPORT = 200001;
  111. static const int ACL_ERROR_INVALID_DEVICE = 200002;
  112. static const int ACL_ERROR_MEMORY_ADDRESS_UNALIGNED = 200003;
  113. static const int ACL_ERROR_RESOURCE_NOT_MATCH = 200004;
  114. static const int ACL_ERROR_INVALID_RESOURCE_HANDLE = 200005;
  115. static const int ACL_ERROR_FEATURE_UNSUPPORTED = 200006;
  116. static const int ACL_ERROR_PROF_MODULES_UNSUPPORTED = 200007;
  117. static const int ACL_ERROR_STORAGE_OVER_LIMIT = 300000;
  118. static const int ACL_ERROR_INTERNAL_ERROR = 500000;
  119. static const int ACL_ERROR_FAILURE = 500001;
  120. static const int ACL_ERROR_GE_FAILURE = 500002;
  121. static const int ACL_ERROR_RT_FAILURE = 500003;
  122. static const int ACL_ERROR_DRV_FAILURE = 500004;
  123. static const int ACL_ERROR_PROFILING_FAILURE = 500005;
  124. #define ACL_TENSOR_SHAPE_RANGE_NUM 2
  125. #define ACL_TENSOR_VALUE_RANGE_NUM 2
  126. #define ACL_UNKNOWN_RANK 0xFFFFFFFFFFFFFFFE
  127. typedef enum {
  128. ACL_DT_UNDEFINED = -1,
  129. ACL_FLOAT = 0,
  130. ACL_FLOAT16 = 1,
  131. ACL_INT8 = 2,
  132. ACL_INT32 = 3,
  133. ACL_UINT8 = 4,
  134. ACL_INT16 = 6,
  135. ACL_UINT16 = 7,
  136. ACL_UINT32 = 8,
  137. ACL_INT64 = 9,
  138. ACL_UINT64 = 10,
  139. ACL_DOUBLE = 11,
  140. ACL_BOOL = 12,
  141. ACL_STRING = 13,
  142. ACL_COMPLEX64 = 16,
  143. ACL_COMPLEX128 = 17
  144. } aclDataType;
  145. typedef enum {
  146. ACL_FORMAT_UNDEFINED = -1,
  147. ACL_FORMAT_NCHW = 0,
  148. ACL_FORMAT_NHWC = 1,
  149. ACL_FORMAT_ND = 2,
  150. ACL_FORMAT_NC1HWC0 = 3,
  151. ACL_FORMAT_FRACTAL_Z = 4,
  152. ACL_FORMAT_NC1HWC0_C04 = 12,
  153. ACL_FORMAT_NDHWC = 27,
  154. ACL_FORMAT_FRACTAL_NZ = 29,
  155. ACL_FORMAT_NCDHW = 30,
  156. ACL_FORMAT_NDC1HWC0 = 32,
  157. ACL_FRACTAL_Z_3D = 33
  158. } aclFormat;
  159. typedef enum {
  160. ACL_DEBUG = 0,
  161. ACL_INFO = 1,
  162. ACL_WARNING = 2,
  163. ACL_ERROR = 3,
  164. } aclLogLevel;
  165. typedef enum { ACL_MEMTYPE_DEVICE = 0, ACL_MEMTYPE_HOST = 1, ACL_MEMTYPE_HOST_COMPILE_INDEPENDENT = 2 } aclMemType;
  166. /**
  167. * @ingroup AscendCL
  168. * @brief Converts data of type aclFloat16 to data of type float
  169. *
  170. * @param value [IN] Data to be converted
  171. *
  172. * @retval Transformed data
  173. */
  174. ACL_FUNC_VISIBILITY float aclFloat16ToFloat(aclFloat16 value);
  175. /**
  176. * @ingroup AscendCL
  177. * @brief Converts data of type float to data of type aclFloat16
  178. *
  179. * @param value [IN] Data to be converted
  180. *
  181. * @retval Transformed data
  182. */
  183. ACL_FUNC_VISIBILITY aclFloat16 aclFloatToFloat16(float value);
  184. /**
  185. * @ingroup AscendCL
  186. * @brief create data of aclDataBuffer
  187. *
  188. * @param data [IN] pointer to data
  189. * @li Need to be managed by the user,
  190. * call aclrtMalloc interface to apply for memory,
  191. * call aclrtFree interface to release memory
  192. *
  193. * @param size [IN] size of data in bytes
  194. *
  195. * @retval pointer to created instance. nullptr if run out of memory
  196. *
  197. * @see aclrtMalloc | aclrtFree
  198. */
  199. ACL_FUNC_VISIBILITY aclDataBuffer *aclCreateDataBuffer(void *data, size_t size);
  200. /**
  201. * @ingroup AscendCL
  202. * @brief destroy data of aclDataBuffer
  203. *
  204. * @par Function
  205. * Only the aclDataBuffer type data is destroyed here.
  206. * The memory of the data passed in when the aclDataDataBuffer interface
  207. * is called to create aclDataBuffer type data must be released by the user
  208. *
  209. * @param dataBuffer [IN] pointer to the aclDataBuffer
  210. *
  211. * @retval ACL_SUCCESS The function is successfully executed.
  212. * @retval OtherValues Failure
  213. *
  214. * @see aclCreateDataBuffer
  215. */
  216. ACL_FUNC_VISIBILITY aclError aclDestroyDataBuffer(const aclDataBuffer *dataBuffer);
  217. /**
  218. * @ingroup AscendCL
  219. * @brief update new data of aclDataBuffer
  220. *
  221. * @param dataBuffer [OUT] pointer to aclDataBuffer
  222. * @li The old data need to be released by the user, otherwise it may occur memory leak leakage
  223. * call aclGetDataBufferAddr interface to get old data address
  224. * call aclrtFree interface to release memory
  225. *
  226. * @param data [IN] pointer to new data
  227. * @li Need to be managed by the user,
  228. * call aclrtMalloc interface to apply for memory,
  229. * call aclrtFree interface to release memory
  230. *
  231. * @param size [IN] size of data in bytes
  232. *
  233. * @retval ACL_SUCCESS The function is successfully executed.
  234. * @retval OtherValues Failure
  235. *
  236. * @see aclrtMalloc | aclrtFree | aclGetDataBufferAddr
  237. */
  238. ACL_FUNC_VISIBILITY aclError aclUpdateDataBuffer(aclDataBuffer *dataBuffer, void *data, size_t size);
  239. /**
  240. * @ingroup AscendCL
  241. * @brief get data address from aclDataBuffer
  242. *
  243. * @param dataBuffer [IN] pointer to the data of aclDataBuffer
  244. *
  245. * @retval data address
  246. */
  247. ACL_FUNC_VISIBILITY void *aclGetDataBufferAddr(const aclDataBuffer *dataBuffer);
  248. /**
  249. * @ingroup AscendCL
  250. * @brief get data size of aclDataBuffer
  251. *
  252. * @param dataBuffer [IN] pointer to the data of aclDataBuffer
  253. *
  254. * @retval data size
  255. */
  256. ACL_DEPRECATED_MESSAGE("aclGetDataBufferSize is deprecated, use aclGetDataBufferSizeV2 instead")
  257. ACL_FUNC_VISIBILITY uint32_t aclGetDataBufferSize(const aclDataBuffer *dataBuffer);
  258. /**
  259. * @ingroup AscendCL
  260. * @brief get data size of aclDataBuffer to replace aclGetDataBufferSize
  261. *
  262. * @param dataBuffer [IN] pointer to the data of aclDataBuffer
  263. *
  264. * @retval data size
  265. */
  266. ACL_FUNC_VISIBILITY size_t aclGetDataBufferSizeV2(const aclDataBuffer *dataBuffer);
  267. /**
  268. * @ingroup AscendCL
  269. * @brief get size of aclDataType
  270. *
  271. * @param dataType [IN] aclDataType data the size to get
  272. *
  273. * @retval size of the aclDataType
  274. */
  275. ACL_FUNC_VISIBILITY size_t aclDataTypeSize(aclDataType dataType);
  276. // interfaces of tensor desc
  277. /**
  278. * @ingroup AscendCL
  279. * @brief create data aclTensorDesc
  280. *
  281. * @param dataType [IN] Data types described by tensor
  282. * @param numDims [IN] the number of dimensions of the shape
  283. * @param dims [IN] the size of the specified dimension
  284. * @param format [IN] tensor format
  285. *
  286. * @retval aclTensorDesc pointer.
  287. * @retval nullptr if param is invalid or run out of memory
  288. */
  289. ACL_FUNC_VISIBILITY aclTensorDesc *aclCreateTensorDesc(aclDataType dataType, int numDims, const int64_t *dims,
  290. aclFormat format);
  291. /**
  292. * @ingroup AscendCL
  293. * @brief destroy data aclTensorDesc
  294. *
  295. * @param desc [IN] pointer to the data of aclTensorDesc to destroy
  296. */
  297. ACL_FUNC_VISIBILITY void aclDestroyTensorDesc(const aclTensorDesc *desc);
  298. /**
  299. * @ingroup AscendCL
  300. * @brief set tensor shape range for aclTensorDesc
  301. *
  302. * @param desc [OUT] pointer to the data of aclTensorDesc
  303. * @param dimsCount [IN] the number of dimensions of the shape
  304. * @param dimsRange [IN] the range of dimensions of the shape
  305. *
  306. * @retval ACL_SUCCESS The function is successfully executed.
  307. * @retval OtherValues Failure
  308. */
  309. ACL_FUNC_VISIBILITY aclError aclSetTensorShapeRange(aclTensorDesc *desc, size_t dimsCount,
  310. int64_t dimsRange[][ACL_TENSOR_SHAPE_RANGE_NUM]);
  311. /**
  312. * @ingroup AscendCL
  313. * @brief set value range for aclTensorDesc
  314. *
  315. * @param desc [OUT] pointer to the data of aclTensorDesc
  316. * @param valueCount [IN] the number of value
  317. * @param valueRange [IN] the range of value
  318. *
  319. * @retval ACL_SUCCESS The function is successfully executed.
  320. * @retval OtherValues Failure
  321. */
  322. ACL_FUNC_VISIBILITY aclError aclSetTensorValueRange(aclTensorDesc *desc, size_t valueCount,
  323. int64_t valueRange[][ACL_TENSOR_VALUE_RANGE_NUM]);
  324. /**
  325. * @ingroup AscendCL
  326. * @brief get data type specified by the tensor description
  327. *
  328. * @param desc [IN] pointer to the instance of aclTensorDesc
  329. *
  330. * @retval data type specified by the tensor description.
  331. * @retval ACL_DT_UNDEFINED if description is null
  332. */
  333. ACL_FUNC_VISIBILITY aclDataType aclGetTensorDescType(const aclTensorDesc *desc);
  334. /**
  335. * @ingroup AscendCL
  336. * @brief get data format specified by the tensor description
  337. *
  338. * @param desc [IN] pointer to the instance of aclTensorDesc
  339. *
  340. * @retval data format specified by the tensor description.
  341. * @retval ACL_FORMAT_UNDEFINED if description is null
  342. */
  343. ACL_FUNC_VISIBILITY aclFormat aclGetTensorDescFormat(const aclTensorDesc *desc);
  344. /**
  345. * @ingroup AscendCL
  346. * @brief get tensor size specified by the tensor description
  347. *
  348. * @param desc [IN] pointer to the instance of aclTensorDesc
  349. *
  350. * @retval data size specified by the tensor description.
  351. * @retval 0 if description is null
  352. */
  353. ACL_FUNC_VISIBILITY size_t aclGetTensorDescSize(const aclTensorDesc *desc);
  354. /**
  355. * @ingroup AscendCL
  356. * @brief get element count specified by the tensor description
  357. *
  358. * @param desc [IN] pointer to the instance of aclTensorDesc
  359. *
  360. * @retval element count specified by the tensor description.
  361. * @retval 0 if description is null
  362. */
  363. ACL_FUNC_VISIBILITY size_t aclGetTensorDescElementCount(const aclTensorDesc *desc);
  364. /**
  365. * @ingroup AscendCL
  366. * @brief get number of dims specified by the tensor description
  367. *
  368. * @param desc [IN] pointer to the instance of aclTensorDesc
  369. *
  370. * @retval number of dims specified by the tensor description.
  371. * @retval 0 if description is null
  372. * @retval ACL_UNKNOWN_RANK if the tensor dim is -2
  373. */
  374. ACL_FUNC_VISIBILITY size_t aclGetTensorDescNumDims(const aclTensorDesc *desc);
  375. /**
  376. * @ingroup AscendCL
  377. * @brief Get the size of the specified dim in the tensor description
  378. *
  379. * @param desc [IN] pointer to the instance of aclTensorDesc
  380. * @param index [IN] index of dims, start from 0.
  381. *
  382. * @retval dim specified by the tensor description and index.
  383. * @retval -1 if description or index is invalid
  384. */
  385. ACL_DEPRECATED_MESSAGE("aclGetTensorDescDim is deprecated, use aclGetTensorDescDimV2 instead")
  386. ACL_FUNC_VISIBILITY int64_t aclGetTensorDescDim(const aclTensorDesc *desc, size_t index);
  387. /**
  388. * @ingroup AscendCL
  389. * @brief Get the size of the specified dim in the tensor description
  390. *
  391. * @param desc [IN] pointer to the instance of aclTensorDesc
  392. * @param index [IN] index of dims, start from 0.
  393. * @param dimSize [OUT] size of the specified dim.
  394. *
  395. * @retval ACL_SUCCESS The function is successfully executed.
  396. * @retval OtherValues Failure
  397. */
  398. ACL_FUNC_VISIBILITY aclError aclGetTensorDescDimV2(const aclTensorDesc *desc, size_t index, int64_t *dimSize);
  399. /**
  400. * @ingroup AscendCL
  401. * @brief Get the range of the specified dim in the tensor description
  402. *
  403. * @param desc [IN] pointer to the instance of aclTensorDesc
  404. * @param index [IN] index of dims, start from 0.
  405. * @param dimRangeNum [IN] number of dimRange.
  406. * @param dimRange [OUT] range of the specified dim.
  407. *
  408. * @retval ACL_SUCCESS The function is successfully executed.
  409. * @retval OtherValues Failure
  410. */
  411. ACL_FUNC_VISIBILITY aclError aclGetTensorDescDimRange(const aclTensorDesc *desc, size_t index, size_t dimRangeNum,
  412. int64_t *dimRange);
  413. /**
  414. * @ingroup AscendCL
  415. * @brief set tensor description name
  416. *
  417. * @param desc [OUT] pointer to the instance of aclTensorDesc
  418. * @param name [IN] tensor description name
  419. */
  420. ACL_FUNC_VISIBILITY void aclSetTensorDescName(aclTensorDesc *desc, const char *name);
  421. /**
  422. * @ingroup AscendCL
  423. * @brief get tensor description name
  424. *
  425. * @param desc [IN] pointer to the instance of aclTensorDesc
  426. *
  427. * @retval tensor description name.
  428. * @retval empty string if description is null
  429. */
  430. ACL_FUNC_VISIBILITY const char *aclGetTensorDescName(aclTensorDesc *desc);
  431. /**
  432. * @ingroup AscendCL
  433. * @brief Convert the format in the source aclTensorDesc according to
  434. * the specified dstFormat to generate a new target aclTensorDesc.
  435. * The format in the source aclTensorDesc remains unchanged.
  436. *
  437. * @param srcDesc [IN] pointer to the source tensor desc
  438. * @param dstFormat [IN] destination format
  439. * @param dstDesc [OUT] pointer to the pointer to the destination tensor desc
  440. *
  441. * @retval ACL_SUCCESS The function is successfully executed.
  442. * @retval OtherValues Failure
  443. */
  444. ACL_FUNC_VISIBILITY aclError aclTransTensorDescFormat(const aclTensorDesc *srcDesc, aclFormat dstFormat,
  445. aclTensorDesc **dstDesc);
  446. /**
  447. * @ingroup AscendCL
  448. * @brief Set the storage format specified by the tensor description
  449. *
  450. * @param desc [OUT] pointer to the instance of aclTensorDesc
  451. * @param format [IN] the storage format
  452. *
  453. * @retval ACL_SUCCESS The function is successfully executed.
  454. * @retval OtherValues Failure
  455. */
  456. ACL_DEPRECATED_MESSAGE("aclSetTensorStorageFormat is deprecated, use aclSetTensorFormat instead")
  457. ACL_FUNC_VISIBILITY aclError aclSetTensorStorageFormat(aclTensorDesc *desc, aclFormat format);
  458. /**
  459. * @ingroup AscendCL
  460. * @brief Set the storage 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_DEPRECATED_MESSAGE("aclSetTensorStorageShape is deprecated, use aclSetTensorShape instead")
  470. ACL_FUNC_VISIBILITY aclError aclSetTensorStorageShape(aclTensorDesc *desc, int numDims, const int64_t *dims);
  471. /**
  472. * @ingroup AscendCL
  473. * @brief Set the format specified by the tensor description
  474. *
  475. * @param desc [OUT] pointer to the instance of aclTensorDesc
  476. * @param format [IN] the storage format
  477. *
  478. * @retval ACL_SUCCESS The function is successfully executed.
  479. * @retval OtherValues Failure
  480. */
  481. ACL_FUNC_VISIBILITY aclError aclSetTensorFormat(aclTensorDesc *desc, aclFormat format);
  482. /**
  483. * @ingroup AscendCL
  484. * @brief Set the shape specified by the tensor description
  485. *
  486. * @param desc [OUT] pointer to the instance of aclTensorDesc
  487. * @param numDims [IN] the number of dimensions of the shape
  488. * @param dims [IN] the size of the specified dimension
  489. *
  490. * @retval ACL_SUCCESS The function is successfully executed.
  491. * @retval OtherValues Failure
  492. */
  493. ACL_FUNC_VISIBILITY aclError aclSetTensorShape(aclTensorDesc *desc, int numDims, const int64_t *dims);
  494. /**
  495. * @ingroup AscendCL
  496. * @brief Set the original format specified by the tensor description
  497. *
  498. * @param desc [OUT] pointer to the instance of aclTensorDesc
  499. * @param format [IN] the storage format
  500. *
  501. * @retval ACL_SUCCESS The function is successfully executed.
  502. * @retval OtherValues Failure
  503. */
  504. ACL_FUNC_VISIBILITY aclError aclSetTensorOriginFormat(aclTensorDesc *desc, aclFormat format);
  505. /**
  506. * @ingroup AscendCL
  507. * @brief Set the original shape specified by the tensor description
  508. *
  509. * @param desc [OUT] pointer to the instance of aclTensorDesc
  510. * @param numDims [IN] the number of dimensions of the shape
  511. * @param dims [IN] the size of the specified dimension
  512. *
  513. * @retval ACL_SUCCESS The function is successfully executed.
  514. * @retval OtherValues Failure
  515. */
  516. ACL_FUNC_VISIBILITY aclError aclSetTensorOriginShape(aclTensorDesc *desc, int numDims, const int64_t *dims);
  517. /**
  518. * @ingroup AscendCL
  519. * @brief get op description info
  520. *
  521. * @param desc [IN] pointer to tensor description
  522. * @param index [IN] index of tensor
  523. *
  524. * @retval null for failed.
  525. * @retval OtherValues success.
  526. */
  527. ACL_FUNC_VISIBILITY aclTensorDesc *aclGetTensorDescByIndex(aclTensorDesc *desc, size_t index);
  528. /**
  529. * @ingroup AscendCL
  530. * @brief get address of tensor
  531. *
  532. * @param desc [IN] pointer to tensor description
  533. *
  534. * @retval null for failed
  535. * @retval OtherValues success
  536. */
  537. ACL_FUNC_VISIBILITY void *aclGetTensorDescAddress(const aclTensorDesc *desc);
  538. /**
  539. * @ingroup AscendCL
  540. * @brief Set the dynamic input name specified by the tensor description
  541. *
  542. * @param desc [OUT] pointer to the instance of aclTensorDesc
  543. * @param dynamicInputName [IN] pointer to the dynamic input name
  544. *
  545. * @retval ACL_SUCCESS The function is successfully executed.
  546. * @retval OtherValues Failure
  547. */
  548. ACL_FUNC_VISIBILITY aclError aclSetTensorDynamicInput(aclTensorDesc *desc, const char *dynamicInputName);
  549. /**
  550. * @ingroup AscendCL
  551. * @brief Set const data specified by the tensor description
  552. *
  553. * @param desc [OUT] pointer to the instance of aclTensorDesc
  554. * @param dataBuffer [IN] pointer to the const databuffer
  555. * @param length [IN] the length of const databuffer
  556. *
  557. * @retval ACL_SUCCESS The function is successfully executed.
  558. * @retval OtherValues Failure
  559. */
  560. ACL_FUNC_VISIBILITY aclError aclSetTensorConst(aclTensorDesc *desc, void *dataBuffer, size_t length);
  561. /**
  562. * @ingroup AscendCL
  563. * @brief Set tensor memory type specified by the tensor description
  564. *
  565. * @param desc [OUT] pointer to the instance of aclTensorDesc
  566. * @param memType [IN] ACL_MEMTYPE_DEVICE means device, ACL_MEMTYPE_HOST or
  567. * ACL_MEMTYPE_HOST_COMPILE_INDEPENDENT means host
  568. *
  569. * @retval ACL_SUCCESS The function is successfully executed.
  570. * @retval OtherValues Failure
  571. */
  572. ACL_FUNC_VISIBILITY aclError aclSetTensorPlaceMent(aclTensorDesc *desc, aclMemType memType);
  573. /**
  574. * @ingroup AscendCL
  575. * @brief an interface for users to output APP logs
  576. *
  577. * @param logLevel [IN] the level of current log
  578. * @param func [IN] the function where the log is located
  579. * @param file [IN] the file where the log is located
  580. * @param line [IN] Number of source lines where the log is located
  581. * @param fmt [IN] the format of current log
  582. * @param ... [IN] the value of current log
  583. */
  584. ACL_FUNC_VISIBILITY void aclAppLog(aclLogLevel logLevel, const char *func, const char *file, uint32_t line,
  585. const char *fmt, ...);
  586. /**
  587. * @ingroup AscendCL
  588. * @brief get soc name
  589. *
  590. * @retval null for failed
  591. * @retval OtherValues success
  592. */
  593. ACL_FUNC_VISIBILITY const char *aclrtGetSocName();
  594. #define ACL_APP_LOG(level, fmt, ...) aclAppLog(level, __FUNCTION__, __FILE__, __LINE__, fmt, ##__VA_ARGS__)
  595. #ifdef __cplusplus
  596. }
  597. #endif
  598. #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