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