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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_UNKNOWN_RANK 0xFFFFFFFFFFFFFFFE
  126. typedef enum {
  127. ACL_DT_UNDEFINED = -1,
  128. ACL_FLOAT = 0,
  129. ACL_FLOAT16 = 1,
  130. ACL_INT8 = 2,
  131. ACL_INT32 = 3,
  132. ACL_UINT8 = 4,
  133. ACL_INT16 = 6,
  134. ACL_UINT16 = 7,
  135. ACL_UINT32 = 8,
  136. ACL_INT64 = 9,
  137. ACL_UINT64 = 10,
  138. ACL_DOUBLE = 11,
  139. ACL_BOOL = 12,
  140. ACL_STRING = 13,
  141. ACL_COMPLEX64 = 16,
  142. ACL_COMPLEX128 = 17
  143. } aclDataType;
  144. typedef enum {
  145. ACL_FORMAT_UNDEFINED = -1,
  146. ACL_FORMAT_NCHW = 0,
  147. ACL_FORMAT_NHWC = 1,
  148. ACL_FORMAT_ND = 2,
  149. ACL_FORMAT_NC1HWC0 = 3,
  150. ACL_FORMAT_FRACTAL_Z = 4,
  151. ACL_FORMAT_NC1HWC0_C04 = 12,
  152. ACL_FORMAT_NDHWC = 27,
  153. ACL_FORMAT_FRACTAL_NZ = 29,
  154. ACL_FORMAT_NCDHW = 30,
  155. ACL_FORMAT_NDC1HWC0 = 32,
  156. ACL_FRACTAL_Z_3D = 33
  157. } aclFormat;
  158. typedef enum {
  159. ACL_DEBUG = 0,
  160. ACL_INFO = 1,
  161. ACL_WARNING = 2,
  162. ACL_ERROR = 3,
  163. } aclLogLevel;
  164. typedef enum { ACL_MEMTYPE_DEVICE = 0, ACL_MEMTYPE_HOST = 1, ACL_MEMTYPE_HOST_COMPILE_INDEPENDENT = 2 } aclMemType;
  165. /**
  166. * @ingroup AscendCL
  167. * @brief Converts data of type aclFloat16 to data of type float
  168. *
  169. * @param value [IN] Data to be converted
  170. *
  171. * @retval Transformed data
  172. */
  173. ACL_FUNC_VISIBILITY float aclFloat16ToFloat(aclFloat16 value);
  174. /**
  175. * @ingroup AscendCL
  176. * @brief Converts data of type float to data of type aclFloat16
  177. *
  178. * @param value [IN] Data to be converted
  179. *
  180. * @retval Transformed data
  181. */
  182. ACL_FUNC_VISIBILITY aclFloat16 aclFloatToFloat16(float value);
  183. /**
  184. * @ingroup AscendCL
  185. * @brief create data of aclDataBuffer
  186. *
  187. * @param data [IN] pointer to data
  188. * @li Need to be managed by the user,
  189. * call aclrtMalloc interface to apply for memory,
  190. * call aclrtFree interface to release memory
  191. *
  192. * @param size [IN] size of data in bytes
  193. *
  194. * @retval pointer to created instance. nullptr if run out of memory
  195. *
  196. * @see aclrtMalloc | aclrtFree
  197. */
  198. ACL_FUNC_VISIBILITY aclDataBuffer *aclCreateDataBuffer(void *data, size_t size);
  199. /**
  200. * @ingroup AscendCL
  201. * @brief destroy data of aclDataBuffer
  202. *
  203. * @par Function
  204. * Only the aclDataBuffer type data is destroyed here.
  205. * The memory of the data passed in when the aclDataDataBuffer interface
  206. * is called to create aclDataBuffer type data must be released by the user
  207. *
  208. * @param dataBuffer [IN] pointer to the aclDataBuffer
  209. *
  210. * @retval ACL_SUCCESS The function is successfully executed.
  211. * @retval OtherValues Failure
  212. *
  213. * @see aclCreateDataBuffer
  214. */
  215. ACL_FUNC_VISIBILITY aclError aclDestroyDataBuffer(const aclDataBuffer *dataBuffer);
  216. /**
  217. * @ingroup AscendCL
  218. * @brief update new data of aclDataBuffer
  219. *
  220. * @param dataBuffer [OUT] pointer to aclDataBuffer
  221. * @li The old data need to be released by the user, otherwise it may occur memory leak leakage
  222. * call aclGetDataBufferAddr interface to get old data address
  223. * call aclrtFree interface to release memory
  224. *
  225. * @param data [IN] pointer to new data
  226. * @li Need to be managed by the user,
  227. * call aclrtMalloc interface to apply for memory,
  228. * call aclrtFree interface to release memory
  229. *
  230. * @param size [IN] size of data in bytes
  231. *
  232. * @retval ACL_SUCCESS The function is successfully executed.
  233. * @retval OtherValues Failure
  234. *
  235. * @see aclrtMalloc | aclrtFree | aclGetDataBufferAddr
  236. */
  237. ACL_FUNC_VISIBILITY aclError aclUpdateDataBuffer(aclDataBuffer *dataBuffer, void *data, size_t size);
  238. /**
  239. * @ingroup AscendCL
  240. * @brief get data address from aclDataBuffer
  241. *
  242. * @param dataBuffer [IN] pointer to the data of aclDataBuffer
  243. *
  244. * @retval data address
  245. */
  246. ACL_FUNC_VISIBILITY void *aclGetDataBufferAddr(const aclDataBuffer *dataBuffer);
  247. /**
  248. * @ingroup AscendCL
  249. * @brief get data size of aclDataBuffer
  250. *
  251. * @param dataBuffer [IN] pointer to the data of aclDataBuffer
  252. *
  253. * @retval data size
  254. */
  255. ACL_DEPRECATED_MESSAGE("aclGetDataBufferSize is deprecated, use aclGetDataBufferSizeV2 instead")
  256. ACL_FUNC_VISIBILITY uint32_t aclGetDataBufferSize(const aclDataBuffer *dataBuffer);
  257. /**
  258. * @ingroup AscendCL
  259. * @brief get data size of aclDataBuffer to replace aclGetDataBufferSize
  260. *
  261. * @param dataBuffer [IN] pointer to the data of aclDataBuffer
  262. *
  263. * @retval data size
  264. */
  265. ACL_FUNC_VISIBILITY size_t aclGetDataBufferSizeV2(const aclDataBuffer *dataBuffer);
  266. /**
  267. * @ingroup AscendCL
  268. * @brief get size of aclDataType
  269. *
  270. * @param dataType [IN] aclDataType data the size to get
  271. *
  272. * @retval size of the aclDataType
  273. */
  274. ACL_FUNC_VISIBILITY size_t aclDataTypeSize(aclDataType dataType);
  275. // interfaces of tensor desc
  276. /**
  277. * @ingroup AscendCL
  278. * @brief create data aclTensorDesc
  279. *
  280. * @param dataType [IN] Data types described by tensor
  281. * @param numDims [IN] the number of dimensions of the shape
  282. * @param dims [IN] the size of the specified dimension
  283. * @param format [IN] tensor format
  284. *
  285. * @retval aclTensorDesc pointer.
  286. * @retval nullptr if param is invalid or run out of memory
  287. */
  288. ACL_FUNC_VISIBILITY aclTensorDesc *aclCreateTensorDesc(aclDataType dataType, int numDims, const int64_t *dims,
  289. aclFormat format);
  290. /**
  291. * @ingroup AscendCL
  292. * @brief destroy data aclTensorDesc
  293. *
  294. * @param desc [IN] pointer to the data of aclTensorDesc to destroy
  295. */
  296. ACL_FUNC_VISIBILITY void aclDestroyTensorDesc(const aclTensorDesc *desc);
  297. /**
  298. * @ingroup AscendCL
  299. * @brief set tensor shape range for aclTensorDesc
  300. *
  301. * @param desc [OUT] pointer to the data of aclTensorDesc
  302. * @param dimsCount [IN] the number of dimensions of the shape
  303. * @param dimsRange [IN] the range of dimensions of the shape
  304. *
  305. * @retval ACL_SUCCESS The function is successfully executed.
  306. * @retval OtherValues Failure
  307. */
  308. ACL_FUNC_VISIBILITY aclError aclSetTensorShapeRange(aclTensorDesc *desc, size_t dimsCount,
  309. int64_t dimsRange[][ACL_TENSOR_SHAPE_RANGE_NUM]);
  310. /**
  311. * @ingroup AscendCL
  312. * @brief get data type specified by the tensor description
  313. *
  314. * @param desc [IN] pointer to the instance of aclTensorDesc
  315. *
  316. * @retval data type specified by the tensor description.
  317. * @retval ACL_DT_UNDEFINED if description is null
  318. */
  319. ACL_FUNC_VISIBILITY aclDataType aclGetTensorDescType(const aclTensorDesc *desc);
  320. /**
  321. * @ingroup AscendCL
  322. * @brief get data format specified by the tensor description
  323. *
  324. * @param desc [IN] pointer to the instance of aclTensorDesc
  325. *
  326. * @retval data format specified by the tensor description.
  327. * @retval ACL_FORMAT_UNDEFINED if description is null
  328. */
  329. ACL_FUNC_VISIBILITY aclFormat aclGetTensorDescFormat(const aclTensorDesc *desc);
  330. /**
  331. * @ingroup AscendCL
  332. * @brief get tensor size specified by the tensor description
  333. *
  334. * @param desc [IN] pointer to the instance of aclTensorDesc
  335. *
  336. * @retval data size specified by the tensor description.
  337. * @retval 0 if description is null
  338. */
  339. ACL_FUNC_VISIBILITY size_t aclGetTensorDescSize(const aclTensorDesc *desc);
  340. /**
  341. * @ingroup AscendCL
  342. * @brief get element count specified by the tensor description
  343. *
  344. * @param desc [IN] pointer to the instance of aclTensorDesc
  345. *
  346. * @retval element count specified by the tensor description.
  347. * @retval 0 if description is null
  348. */
  349. ACL_FUNC_VISIBILITY size_t aclGetTensorDescElementCount(const aclTensorDesc *desc);
  350. /**
  351. * @ingroup AscendCL
  352. * @brief get number of dims specified by the tensor description
  353. *
  354. * @param desc [IN] pointer to the instance of aclTensorDesc
  355. *
  356. * @retval number of dims specified by the tensor description.
  357. * @retval 0 if description is null
  358. * @retval ACL_UNKNOWN_RANK if the tensor dim is -2
  359. */
  360. ACL_FUNC_VISIBILITY size_t aclGetTensorDescNumDims(const aclTensorDesc *desc);
  361. /**
  362. * @ingroup AscendCL
  363. * @brief Get the size of the specified dim in the tensor description
  364. *
  365. * @param desc [IN] pointer to the instance of aclTensorDesc
  366. * @param index [IN] index of dims, start from 0.
  367. *
  368. * @retval dim specified by the tensor description and index.
  369. * @retval -1 if description or index is invalid
  370. */
  371. ACL_DEPRECATED_MESSAGE("aclGetTensorDescDim is deprecated, use aclGetTensorDescDimV2 instead")
  372. ACL_FUNC_VISIBILITY int64_t aclGetTensorDescDim(const aclTensorDesc *desc, size_t index);
  373. /**
  374. * @ingroup AscendCL
  375. * @brief Get the size of the specified dim in the tensor description
  376. *
  377. * @param desc [IN] pointer to the instance of aclTensorDesc
  378. * @param index [IN] index of dims, start from 0.
  379. * @param dimSize [OUT] size of the specified dim.
  380. *
  381. * @retval ACL_SUCCESS The function is successfully executed.
  382. * @retval OtherValues Failure
  383. */
  384. ACL_FUNC_VISIBILITY aclError aclGetTensorDescDimV2(const aclTensorDesc *desc, size_t index, int64_t *dimSize);
  385. /**
  386. * @ingroup AscendCL
  387. * @brief Get the range of the specified dim in the tensor description
  388. *
  389. * @param desc [IN] pointer to the instance of aclTensorDesc
  390. * @param index [IN] index of dims, start from 0.
  391. * @param dimRangeNum [IN] number of dimRange.
  392. * @param dimRange [OUT] range of the specified dim.
  393. *
  394. * @retval ACL_SUCCESS The function is successfully executed.
  395. * @retval OtherValues Failure
  396. */
  397. ACL_FUNC_VISIBILITY aclError aclGetTensorDescDimRange(const aclTensorDesc *desc, size_t index, size_t dimRangeNum,
  398. int64_t *dimRange);
  399. /**
  400. * @ingroup AscendCL
  401. * @brief set tensor description name
  402. *
  403. * @param desc [OUT] pointer to the instance of aclTensorDesc
  404. * @param name [IN] tensor description name
  405. */
  406. ACL_FUNC_VISIBILITY void aclSetTensorDescName(aclTensorDesc *desc, const char *name);
  407. /**
  408. * @ingroup AscendCL
  409. * @brief get tensor description name
  410. *
  411. * @param desc [IN] pointer to the instance of aclTensorDesc
  412. *
  413. * @retval tensor description name.
  414. * @retval empty string if description is null
  415. */
  416. ACL_FUNC_VISIBILITY const char *aclGetTensorDescName(aclTensorDesc *desc);
  417. /**
  418. * @ingroup AscendCL
  419. * @brief Convert the format in the source aclTensorDesc according to
  420. * the specified dstFormat to generate a new target aclTensorDesc.
  421. * The format in the source aclTensorDesc remains unchanged.
  422. *
  423. * @param srcDesc [IN] pointer to the source tensor desc
  424. * @param dstFormat [IN] destination format
  425. * @param dstDesc [OUT] pointer to the pointer to the destination tensor desc
  426. *
  427. * @retval ACL_SUCCESS The function is successfully executed.
  428. * @retval OtherValues Failure
  429. */
  430. ACL_FUNC_VISIBILITY aclError aclTransTensorDescFormat(const aclTensorDesc *srcDesc, aclFormat dstFormat,
  431. aclTensorDesc **dstDesc);
  432. /**
  433. * @ingroup AscendCL
  434. * @brief Set the storage format specified by the tensor description
  435. *
  436. * @param desc [OUT] pointer to the instance of aclTensorDesc
  437. * @param format [IN] the storage format
  438. *
  439. * @retval ACL_SUCCESS The function is successfully executed.
  440. * @retval OtherValues Failure
  441. */
  442. ACL_DEPRECATED_MESSAGE("aclSetTensorStorageFormat is deprecated, use aclSetTensorFormat instead")
  443. ACL_FUNC_VISIBILITY aclError aclSetTensorStorageFormat(aclTensorDesc *desc, aclFormat format);
  444. /**
  445. * @ingroup AscendCL
  446. * @brief Set the storage shape specified by the tensor description
  447. *
  448. * @param desc [OUT] pointer to the instance of aclTensorDesc
  449. * @param numDims [IN] the number of dimensions of the shape
  450. * @param dims [IN] the size of the specified dimension
  451. *
  452. * @retval ACL_SUCCESS The function is successfully executed.
  453. * @retval OtherValues Failure
  454. */
  455. ACL_DEPRECATED_MESSAGE("aclSetTensorStorageShape is deprecated, use aclSetTensorShape instead")
  456. ACL_FUNC_VISIBILITY aclError aclSetTensorStorageShape(aclTensorDesc *desc, int numDims, const int64_t *dims);
  457. /**
  458. * @ingroup AscendCL
  459. * @brief Set the format specified by the tensor description
  460. *
  461. * @param desc [OUT] pointer to the instance of aclTensorDesc
  462. * @param format [IN] the storage format
  463. *
  464. * @retval ACL_SUCCESS The function is successfully executed.
  465. * @retval OtherValues Failure
  466. */
  467. ACL_FUNC_VISIBILITY aclError aclSetTensorFormat(aclTensorDesc *desc, aclFormat format);
  468. /**
  469. * @ingroup AscendCL
  470. * @brief Set the shape specified by the tensor description
  471. *
  472. * @param desc [OUT] pointer to the instance of aclTensorDesc
  473. * @param numDims [IN] the number of dimensions of the shape
  474. * @param dims [IN] the size of the specified dimension
  475. *
  476. * @retval ACL_SUCCESS The function is successfully executed.
  477. * @retval OtherValues Failure
  478. */
  479. ACL_FUNC_VISIBILITY aclError aclSetTensorShape(aclTensorDesc *desc, int numDims, const int64_t *dims);
  480. /**
  481. * @ingroup AscendCL
  482. * @brief Set the original format specified by the tensor description
  483. *
  484. * @param desc [OUT] pointer to the instance of aclTensorDesc
  485. * @param format [IN] the storage format
  486. *
  487. * @retval ACL_SUCCESS The function is successfully executed.
  488. * @retval OtherValues Failure
  489. */
  490. ACL_FUNC_VISIBILITY aclError aclSetTensorOriginFormat(aclTensorDesc *desc, aclFormat format);
  491. /**
  492. * @ingroup AscendCL
  493. * @brief Set the original shape specified by the tensor description
  494. *
  495. * @param desc [OUT] pointer to the instance of aclTensorDesc
  496. * @param numDims [IN] the number of dimensions of the shape
  497. * @param dims [IN] the size of the specified dimension
  498. *
  499. * @retval ACL_SUCCESS The function is successfully executed.
  500. * @retval OtherValues Failure
  501. */
  502. ACL_FUNC_VISIBILITY aclError aclSetTensorOriginShape(aclTensorDesc *desc, int numDims, const int64_t *dims);
  503. /**
  504. * @ingroup AscendCL
  505. * @brief get op description info
  506. *
  507. * @param desc [IN] pointer to tensor description
  508. * @param index [IN] index of tensor
  509. *
  510. * @retval null for failed.
  511. * @retval OtherValues success.
  512. */
  513. ACL_FUNC_VISIBILITY aclTensorDesc *aclGetTensorDescByIndex(aclTensorDesc *desc, size_t index);
  514. /**
  515. * @ingroup AscendCL
  516. * @brief get address of tensor
  517. *
  518. * @param desc [IN] pointer to tensor description
  519. *
  520. * @retval null for failed
  521. * @retval OtherValues success
  522. */
  523. ACL_FUNC_VISIBILITY void *aclGetTensorDescAddress(const aclTensorDesc *desc);
  524. /**
  525. * @ingroup AscendCL
  526. * @brief Set the dynamic input name specified by the tensor description
  527. *
  528. * @param desc [OUT] pointer to the instance of aclTensorDesc
  529. * @param dynamicInputName [IN] pointer to the dynamic input name
  530. *
  531. * @retval ACL_SUCCESS The function is successfully executed.
  532. * @retval OtherValues Failure
  533. */
  534. ACL_FUNC_VISIBILITY aclError aclSetTensorDynamicInput(aclTensorDesc *desc, const char *dynamicInputName);
  535. /**
  536. * @ingroup AscendCL
  537. * @brief Set const data specified by the tensor description
  538. *
  539. * @param desc [OUT] pointer to the instance of aclTensorDesc
  540. * @param dataBuffer [IN] pointer to the const databuffer
  541. * @param length [IN] the length of const databuffer
  542. *
  543. * @retval ACL_SUCCESS The function is successfully executed.
  544. * @retval OtherValues Failure
  545. */
  546. ACL_FUNC_VISIBILITY aclError aclSetTensorConst(aclTensorDesc *desc, void *dataBuffer, size_t length);
  547. /**
  548. * @ingroup AscendCL
  549. * @brief Set tensor memory type specified by the tensor description
  550. *
  551. * @param desc [OUT] pointer to the instance of aclTensorDesc
  552. * @param memType [IN] ACL_MEMTYPE_DEVICE means device, ACL_MEMTYPE_HOST or
  553. * ACL_MEMTYPE_HOST_COMPILE_INDEPENDENT means host
  554. *
  555. * @retval ACL_SUCCESS The function is successfully executed.
  556. * @retval OtherValues Failure
  557. */
  558. ACL_FUNC_VISIBILITY aclError aclSetTensorPlaceMent(aclTensorDesc *desc, aclMemType memType);
  559. /**
  560. * @ingroup AscendCL
  561. * @brief an interface for users to output APP logs
  562. *
  563. * @param logLevel [IN] the level of current log
  564. * @param func [IN] the function where the log is located
  565. * @param file [IN] the file where the log is located
  566. * @param line [IN] Number of source lines where the log is located
  567. * @param fmt [IN] the format of current log
  568. * @param ... [IN] the value of current log
  569. */
  570. ACL_FUNC_VISIBILITY void aclAppLog(aclLogLevel logLevel, const char *func, const char *file, uint32_t line,
  571. const char *fmt, ...);
  572. /**
  573. * @ingroup AscendCL
  574. * @brief get soc name
  575. *
  576. * @retval null for failed
  577. * @retval OtherValues success
  578. */
  579. ACL_FUNC_VISIBILITY const char *aclrtGetSocName();
  580. #define ACL_APP_LOG(level, fmt, ...) aclAppLog(level, __FUNCTION__, __FILE__, __LINE__, fmt, ##__VA_ARGS__)
  581. #ifdef __cplusplus
  582. }
  583. #endif
  584. #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