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rt_model.h 14 kB

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  1. /*
  2. * Copyright (c) Huawei Technologies Co., Ltd. 2020-2021. All rights reserved.
  3. * Description: rt_model.h
  4. * Create: 2020-01-01
  5. */
  6. #ifndef CCE_RUNTIME_RT_MODEL_H
  7. #define CCE_RUNTIME_RT_MODEL_H
  8. #include "base.h"
  9. #if defined(__cplusplus)
  10. extern "C" {
  11. #endif
  12. typedef enum tagModelTaskType {
  13. RT_MODEL_TASK_KERNEL = 0,
  14. RT_MODEL_TASK_EVENT_RECORD,
  15. RT_MODEL_TASK_EVENT_WAIT,
  16. RT_MODEL_TASK_FUSION_START,
  17. RT_MODEL_TASK_FUSION_END,
  18. RT_MODEL_TASK_KERNEL_EX,
  19. RT_MODEL_TASK_HCCL,
  20. RT_MODEL_TASK_STREAM_SWITCH,
  21. RT_MODEL_TASK_STREAM_ACTIVE,
  22. RT_MODEL_TASK_LABEL_SET,
  23. RT_MODEL_TASK_LABEL_SWITCH,
  24. RT_MODEL_TASK_LABEL_GOTO,
  25. RT_MODEL_TASK_PROFILER_TRACE,
  26. RT_MODEL_TASK_MEMCPY_ASYNC,
  27. RT_MODEL_TASK_NOTIFY_RECORD,
  28. RT_MODEL_TASK_NOTIFY_WAIT,
  29. RT_MODEL_TASK_REDUCE_ASYNC,
  30. RT_MODEL_TASK_RDMA_SEND,
  31. RT_MODEL_TASK_EVENT_RESET,
  32. RT_MODEL_TASK_MODEL_END_GRAPH,
  33. RT_MODEL_TASK_STREAM_SWITCH_N,
  34. RT_MODEL_TASK_RDMA_DB_SEND,
  35. RT_MODEL_TASK_MEMCPY_ADDR_ASYNC,
  36. RT_MODEL_TASK_STREAM_LABEL_SWITCH_BY_INDEX,
  37. RT_MODEL_TASK_STREAM_LABEL_GOTO,
  38. RT_MODEL_TASK_MODEL_EXIT,
  39. RT_MODEL_TASK_ALL_KERNEL,
  40. RT_MODEL_TASK_PROFILER_TRACE_EX,
  41. RT_MODEL_TASK_FFTS_TASK,
  42. RT_MODEL_TASK_FFTS_PLUS_TASK,
  43. RT_MODEL_TASK_DSA_TASK,
  44. RT_MODEL_TASK_CMO,
  45. RT_MODEL_TASK_BARRIER,
  46. RT_MODEL_TASK_NPU_GET_FLOAT_STATUS,
  47. RT_MODEL_TASK_NPU_CLEAR_FLOAT_STATUS,
  48. RT_MODEL_TASK_DVPP,
  49. } rtModelTaskType_t;
  50. typedef enum tagModelStreamType {
  51. RT_MODEL_HEAD_STREAM = 0,
  52. RT_MODEL_WAIT_ACTIVE_STREAM = 1
  53. } rtModelStreamType_t;
  54. typedef enum tagModelQueueFlag {
  55. RT_MODEL_INPUT_QUEUE = 0,
  56. RT_MODEL_OUTPUT_QUEUE = 1
  57. } rtModelQueueFlag_t;
  58. #define EXECUTOR_NONE (0x0U)
  59. #define EXECUTOR_TS (0x01U)
  60. #define EXECUTOR_AICPU (0x02U)
  61. /*
  62. * @ingroup rt_model
  63. * @brief debug flag for kernel exception dump
  64. */
  65. #define RT_DEBUG_FLAG_AICORE_OVERFLOW (0x1U << 0U)
  66. #define RT_DEBUG_FLAG_ATOMIC_ADD_OVERFLOW (0x1U << 1U)
  67. /**
  68. * @ingroup
  69. * @brief the type defination of aicpu model task command
  70. */
  71. typedef enum tagTsAicpuModelCmd {
  72. TS_AICPU_MODEL_LOAD = 1,
  73. TS_AICPU_MODEL_EXECUTE,
  74. TS_AICPU_MODEL_DESTROY,
  75. TS_AICPU_MODEL_ABORT,
  76. TS_AICPU_MODEL_RESERVED,
  77. } tsAicpuModelCmd;
  78. typedef struct tagAicpuTaskInfo {
  79. uint32_t taskID;
  80. uint32_t streamID;
  81. uint32_t kernelType;
  82. uint64_t kernelName;
  83. uint64_t kernelSo;
  84. uint64_t paraBase;
  85. uint32_t taskFlag;
  86. } rtAicpuTaskInfo_t;
  87. typedef struct tagModelStreamInfo {
  88. uint32_t streamID;
  89. uint32_t streamFlag;
  90. } rtModelStreamInfo_t;
  91. typedef struct tagModelQueueInfo {
  92. uint32_t queueID;
  93. uint32_t flag;
  94. } rtModelQueueInfo_t;
  95. typedef struct tagAicpuModelInfo {
  96. uint32_t moduleID;
  97. uint32_t tsId;
  98. uint16_t streamInfoNum;
  99. uint16_t aicpuTaskNum;
  100. uint64_t streamInfoPtr;
  101. uint64_t aicpuTaskPtr;
  102. uint16_t queueSize;
  103. uint64_t queueInfoPtr;
  104. } rtAicpuModelInfo_t;
  105. typedef struct tagKernelTaskInfo {
  106. uint16_t blockDim;
  107. uint16_t argsCount;
  108. uint16_t argsSize;
  109. uint16_t reserved;
  110. const char_t *stubFunc;
  111. uint8_t *smDesc;
  112. const uint8_t *args;
  113. uint16_t *argsOffset;
  114. } rtKernelTaskInfo_t;
  115. typedef struct tagAllKernelTaskInfo {
  116. uint16_t blockDim;
  117. uint16_t argsCount;
  118. uint16_t argsSize;
  119. uint16_t reserved;
  120. uint64_t tilingKey;
  121. void *handle;
  122. uint8_t *smDesc;
  123. const uint8_t *args;
  124. uint16_t *argsOffset;
  125. } rtAllKernelTaskInfo_t;
  126. typedef struct tagKernelTaskInfoEx {
  127. uint32_t flags;
  128. uint32_t argsSize;
  129. const void *args;
  130. uint32_t reserved[6];
  131. } rtKernelTaskInfoEx_t;
  132. typedef struct tagEventTaskInfo {
  133. uint32_t eventID;
  134. uint32_t reserved[9];
  135. } rtEventTaskInfo_t;
  136. typedef struct tagStreamSwitchTaskInfo {
  137. int64_t value;
  138. uint64_t pValuePtr;
  139. uint32_t trueStreamID;
  140. uint32_t dataType;
  141. uint32_t reserved[4];
  142. } rtStreamSwitchTaskInfo_t;
  143. typedef struct tagStreamSwitchNTaskInfo {
  144. uint64_t pValuePtr;
  145. uint64_t pTrueStreamPtr;
  146. uint32_t size;
  147. uint32_t elementSize;
  148. uint32_t dataType;
  149. uint32_t reserved[3];
  150. } rtStreamSwitchNTaskInfo_t;
  151. typedef struct tagStreamActiveTaskInfo {
  152. uint32_t activeStreamID;
  153. uint32_t reserved[9];
  154. } rtStreamActiveTaskInfo_t;
  155. typedef struct tagSetTaskInfo {
  156. uint16_t labelId;
  157. uint32_t reserved[9];
  158. } rtLabelSetTaskInfo_t;
  159. typedef struct tagSwitchTaskInfo {
  160. uint32_t value;
  161. uint32_t reserved[9];
  162. } rtLabelSwitchTaskInfo_t;
  163. typedef struct tagLabelGotoTaskInfo {
  164. uint16_t labelId;
  165. uint32_t reserved[9];
  166. } rtLabelGotoTaskInfo_t;
  167. typedef struct tagProfilerTraceTaskInfo {
  168. uint64_t profilerTraceId;
  169. uint32_t notify : 8;
  170. uint32_t reserved_ : 24;
  171. uint32_t flags;
  172. uint32_t reserved[6];
  173. } rtProfilerTrace_t;
  174. typedef struct tagProfilerTraceExTaskInfo {
  175. uint64_t profilerTraceId;
  176. uint64_t modelId;
  177. uint16_t tagId;
  178. uint8_t reserved[22];
  179. } rtProfilerTraceEx_t;
  180. typedef struct tagrtMemcpyAsyncTaskInfo {
  181. const void *dst;
  182. uint64_t destMax;
  183. const void *src;
  184. uint64_t count;
  185. uint32_t kind;
  186. uint32_t reserved;
  187. } rtMemcpyAsyncTaskInfo_t;
  188. typedef struct tagrtNotifyTaskInfo {
  189. uint32_t notifyID;
  190. uint32_t reserved[9];
  191. } rtNotifyTaskInfo_t;
  192. typedef struct tagrtReduceAsyncTaskInfo {
  193. const void *dst;
  194. uint64_t destMax;
  195. const void *src;
  196. uint64_t count;
  197. uint32_t kind;
  198. uint32_t type;
  199. } rtReduceAsyncTaskInfo_t;
  200. typedef struct tagrtRdmaSendTaskInfo {
  201. uint32_t index;
  202. uint32_t wqe_index;
  203. uint32_t reserved[8];
  204. } rtRdmaSendTaskInfo_t;
  205. typedef struct tagrtRdmaDbSendTaskInfo {
  206. uint64_t dbInfo;
  207. uint32_t dbIndex;
  208. uint32_t reserved[7]; // offset 7
  209. } rtRdmaDbSendTaskInfo_t;
  210. typedef struct tagrtModelEndGraphTaskInfo {
  211. uint32_t modelId;
  212. uint32_t executorFlag;
  213. uint32_t reserved[8];
  214. } rtModelEndGraphTaskInfo_t;
  215. typedef struct tagrtModelExitInfo {
  216. uint32_t modelId;
  217. uint32_t streamId;
  218. uint32_t reserved[8];
  219. } rtModelExitTaskInfo_t;
  220. typedef struct tagrtStreamLabelSwitchByIndexTask_t {
  221. uint64_t indexPtr;
  222. uint64_t labelInfoPtr;
  223. uint32_t max;
  224. uint8_t reserved[20];
  225. } rtStreamLabelSwitchByIndexTask_t;
  226. typedef struct tagrtStreamLabelGotoTask_t {
  227. uint16_t labelId;
  228. uint16_t modelId;
  229. uint8_t reserved[36];
  230. } rtStreamLabelGotoTask_t;
  231. typedef struct tagrtNpuGetFloatStatusTask_t {
  232. uint64_t outputAddr;
  233. uint64_t outputSize;
  234. uint32_t checkMode;
  235. uint8_t reserved[20];
  236. } rtNpuGetFloatStatusTask_t;
  237. typedef struct tagrtNpuClearFloatStatusTask_t {
  238. uint32_t checkMode;
  239. uint8_t reserved[36];
  240. } rtNpuClearFloatStatusTask_t;
  241. typedef struct tagTaskInfo {
  242. uint32_t type;
  243. uint32_t streamID;
  244. union {
  245. rtKernelTaskInfoEx_t kernelTaskEx;
  246. rtKernelTaskInfo_t kernelTask;
  247. rtAllKernelTaskInfo_t allKernelTask;
  248. rtEventTaskInfo_t eventTask;
  249. rtStreamSwitchTaskInfo_t streamSwitchTask;
  250. rtStreamActiveTaskInfo_t streamActiveTask;
  251. rtLabelSetTaskInfo_t labelSetTask;
  252. rtLabelSwitchTaskInfo_t labelSwitchTask;
  253. rtLabelGotoTaskInfo_t labelGotoTask;
  254. rtProfilerTrace_t profilertraceTask;
  255. rtProfilerTraceEx_t profilertraceExTask;
  256. rtMemcpyAsyncTaskInfo_t memcpyAsyncTask;
  257. rtNotifyTaskInfo_t notifyTask;
  258. rtReduceAsyncTaskInfo_t reduceAsyncTask;
  259. rtRdmaSendTaskInfo_t rdmaSendTask;
  260. rtRdmaDbSendTaskInfo_t rdmaDbSendTask;
  261. rtModelEndGraphTaskInfo_t modelEndGraphTask;
  262. rtModelExitTaskInfo_t modelExitTask;
  263. rtStreamSwitchNTaskInfo_t streamSwitchNTask;
  264. rtStreamLabelSwitchByIndexTask_t streamLabelSwitchIndexTask;
  265. rtStreamLabelGotoTask_t streamLabelGotoTask;
  266. rtNpuGetFloatStatusTask_t npuGetFloatStatusTask;
  267. rtNpuClearFloatStatusTask_t npuClearFloatStatusTask;
  268. uint32_t reserved[10];
  269. } u;
  270. } rtTaskInfo_t;
  271. typedef struct tagNodeInfo_t {
  272. uint32_t nodeIdx;
  273. uint32_t reserved[1];
  274. } rtNodeInfo;
  275. typedef struct tagHwtsInfo_t {
  276. uint16_t taskId;
  277. uint16_t sqExeHead;
  278. uint16_t streamExeHead;
  279. uint16_t reserved[2];
  280. } rtHwtsInfo;
  281. typedef struct tagLabelDevInfo_t {
  282. uint16_t modelId;
  283. uint16_t streamId;
  284. uint16_t labelId;
  285. union {
  286. rtNodeInfo nodeInfo;
  287. rtHwtsInfo hwtsInfo;
  288. uint16_t reserved[5];
  289. }u;
  290. }rtLabelDevInfo;
  291. typedef rtError_t (*rtTaskGenCallback)(rtModel_t mdl, rtTaskInfo_t *taskInfo);
  292. /**
  293. * @ingroup rt_model
  294. * @brief set callback for generate model
  295. * @param [in] callBack callback function
  296. * @return RT_ERROR_NONE for ok
  297. * @return RT_ERROR_INVALID_VALUE for error input
  298. */
  299. RTS_API rtError_t rtSetTaskGenCallback(rtTaskGenCallback callback);
  300. /**
  301. * @ingroup rt_model
  302. * @brief create model instance
  303. * @param [out] mdl created model
  304. * @param [in] flag reserved
  305. * @return RT_ERROR_NONE for ok
  306. * @return RT_ERROR_INVALID_VALUE for error input
  307. */
  308. RTS_API rtError_t rtModelCreate(rtModel_t *mdl, uint32_t flag);
  309. /**
  310. * @ingroup rt_model
  311. * @brief set ge model id to aicpu
  312. * @param [in] model aicpu model
  313. * @param [in] extid ge model id
  314. * @return RT_ERROR_NONE for ok
  315. * @return RT_ERROR_INVALID_VALUE for error input
  316. */
  317. rtError_t rtModelSetExtId(rtModel_t mdl, uint32_t extId);
  318. /**
  319. * @ingroup rt_model
  320. * @brief destroy model instance
  321. * @param [in] mdl model to destroy
  322. * @return RT_ERROR_NONE for ok
  323. * @return RT_ERROR_INVALID_VALUE for error input
  324. */
  325. RTS_API rtError_t rtModelDestroy(rtModel_t mdl);
  326. /**
  327. * @ingroup rt_model
  328. * @brief bind model and stream instance
  329. * @param [in] mdl binded model
  330. * @param [in] stm binded stream
  331. * @param [in] flag reserved
  332. * @return RT_ERROR_NONE for ok
  333. * @return RT_ERROR_INVALID_VALUE for error input
  334. */
  335. RTS_API rtError_t rtModelBindStream(rtModel_t mdl, rtStream_t stm, uint32_t flag);
  336. /**
  337. * @ingroup rt_model
  338. * @brief unbind model and stream instance
  339. * @param [in] mdl unbinded model
  340. * @param [in] stm unbinded stream
  341. * @return RT_ERROR_NONE for ok
  342. * @return RT_ERROR_INVALID_VALUE for error input
  343. */
  344. RTS_API rtError_t rtModelUnbindStream(rtModel_t mdl, rtStream_t stm);
  345. /**
  346. * @ingroup rt_model
  347. * @brief tell runtime Model has been Loaded
  348. * @param [in] mdl model to execute
  349. * @return RT_ERROR_NONE for ok
  350. */
  351. RTS_API rtError_t rtModelLoadComplete(rtModel_t mdl);
  352. /**
  353. * @ingroup rt_model
  354. * @brief execute model instance
  355. * @param [in] mdl model to execute
  356. * @return RT_ERROR_NONE for ok
  357. * @return RT_ERROR_INVALID_VALUE for error input
  358. */
  359. RTS_API rtError_t rtModelExecute(rtModel_t mdl, rtStream_t stm, uint32_t flag);
  360. /**
  361. * @ingroup rt_model
  362. * @brief get model the last persist task id
  363. * @param [in] mdl model to execute
  364. * @param [out] taskId last task id of the model
  365. * @param [out] streamId last steam id of the model
  366. * @return RT_ERROR_NONE for ok
  367. * @return RT_ERROR_INVALID_VALUE for error input
  368. */
  369. RTS_API rtError_t rtModelGetTaskId(rtModel_t mdl, uint32_t *taskId, uint32_t *streamId);
  370. /**
  371. * @ingroup rt_model
  372. * @brief add a end graph task to stream
  373. * @param [in] mdl model to execute
  374. * @param [in] end graph stream
  375. * @return RT_ERROR_NONE for ok
  376. * @return RT_ERROR_INVALID_VALUE for error input
  377. */
  378. RTS_API rtError_t rtEndGraph(rtModel_t mdl, rtStream_t stm);
  379. /**
  380. * @ingroup rt_model
  381. * @brief add a end graph task with flag to stream
  382. * @param [in] mdl model to execute
  383. * @param [in] end graph stream
  384. * @param [in] flags AICPU datadump
  385. * @return RT_ERROR_NONE for ok
  386. * @return RT_ERROR_INVALID_VALUE for error input
  387. */
  388. RTS_API rtError_t rtEndGraphEx(rtModel_t mdl, rtStream_t stm, uint32_t flags);
  389. /**
  390. * @ingroup rt_model
  391. * @brief add a end graph task to stream
  392. * @param [in] mdl model to execute
  393. * @param [in] flags EXECUTOR_TS | EXECUTOR_AICPU
  394. * @return RT_ERROR_NONE for ok
  395. * @return RT_ERROR_INVALID_VALUE for error input
  396. */
  397. RTS_API rtError_t rtModelExecutorSet(rtModel_t mdl, uint8_t flags);
  398. /**
  399. * @ingroup rt_model
  400. * @brief abort model
  401. * @param [in] mdl model to abort
  402. * @return RT_ERROR_NONE for ok
  403. * @return RT_ERROR_INVALID_VALUE for error input
  404. */
  405. RTS_API rtError_t rtModelAbort(rtModel_t mdl);
  406. /**
  407. * @ingroup rt_model
  408. * @brief end graph task to model default stream
  409. * @param [in] mdl model to execute
  410. * @param [in] end graph stream
  411. * @return RT_ERROR_NONE for ok
  412. * @return RT_ERROR_INVALID_VALUE for error input
  413. */
  414. RTS_API rtError_t rtModelExit(rtModel_t mdl, rtStream_t stm);
  415. /**
  416. * @ingroup rt_model
  417. * @brief bind queue
  418. * @param [in] mdl model to bind
  419. * @param [in] queueId queueId to bind
  420. * @param [in] flag
  421. * @return RT_ERROR_NONE for ok
  422. * @return RT_ERROR_INVALID_VALUE for error input
  423. */
  424. RTS_API rtError_t rtModelBindQueue(rtModel_t mdl, uint32_t queueId, rtModelQueueFlag_t flag);
  425. /**
  426. * @ingroup rt_model
  427. * @brief get model id
  428. * @param [in] mdl
  429. * @param [out] modelId model id
  430. * @return RT_ERROR_NONE for ok
  431. * @return RT_ERROR_INVALID_VALUE for error input
  432. */
  433. RTS_API rtError_t rtModelGetId(rtModel_t mdl, uint32_t *modelId);
  434. /*
  435. * @ingroup rt_model
  436. * @brief enable debug for dump overflow exception
  437. * @param [in] addr: ddr address of kernel exception dumpped
  438. * @param [in] mdl: model handle
  439. * @param [in] flag: debug flag
  440. * @return RT_ERROR_NONE for ok
  441. * @return RT_ERROR_INVALID_VALUE for error input
  442. */
  443. RTS_API rtError_t rtDebugRegister(rtModel_t mdl, uint32_t flag, const void *addr,
  444. uint32_t *streamId, uint32_t *taskId);
  445. /*
  446. * @ingroup rt_model
  447. * @brief disable debug for dump overflow exception
  448. * @param [in] mdl: model handle
  449. * @return RT_ERROR_NONE for ok
  450. * @return RT_ERROR_INVALID_VALUE for error input
  451. */
  452. RTS_API rtError_t rtDebugUnRegister(rtModel_t mdl);
  453. /**
  454. * @ingroup rt_model
  455. * @brief set model group id
  456. * @param [in] mdl model
  457. * @param [in] schGrpId groupId (0,4) 0:default invalid value 1-4 valid value Maximum support 4 groups
  458. * @return RT_ERROR_NONE for ok
  459. * @return RT_ERROR_INVALID_VALUE for error input
  460. */
  461. RTS_API rtError_t rtModelSetSchGroupId(rtModel_t mdl, const int16_t schGrpId);
  462. #if defined(__cplusplus)
  463. }
  464. #endif
  465. #endif // CCE_RUNTIME_RT_MODEL_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