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rt_model.h 13 kB

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  1. /**
  2. * Copyright 2020 Huawei Technologies Co., Ltd
  3. * Licensed under the Apache License, Version 2.0 (the "License");
  4. * you may not use this file except in compliance with the License.
  5. * You may obtain a copy of the License at
  6. * http://www.apache.org/licenses/LICENSE-2.0
  7. * Unless required by applicable law or agreed to in writing, software
  8. * distributed under the License is distributed on an "AS IS" BASIS,
  9. * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  10. * See the License for the specific language governing permissions and
  11. * limitations under the License.
  12. */
  13. #ifndef CCE_RUNTIME_RT_MODEL_H
  14. #define CCE_RUNTIME_RT_MODEL_H
  15. #include "base.h"
  16. #if defined(__cplusplus)
  17. extern "C" {
  18. #endif
  19. typedef enum tagModelTaskType {
  20. RT_MODEL_TASK_KERNEL = 0,
  21. RT_MODEL_TASK_EVENT_RECORD,
  22. RT_MODEL_TASK_EVENT_WAIT,
  23. RT_MODEL_TASK_FUSION_START,
  24. RT_MODEL_TASK_FUSION_END,
  25. RT_MODEL_TASK_KERNEL_EX,
  26. RT_MODEL_TASK_HCCL,
  27. RT_MODEL_TASK_STREAM_SWITCH,
  28. RT_MODEL_TASK_STREAM_ACTIVE,
  29. RT_MODEL_TASK_LABEL_SET,
  30. RT_MODEL_TASK_LABEL_SWITCH,
  31. RT_MODEL_TASK_LABEL_GOTO,
  32. RT_MODEL_TASK_PROFILER_TRACE,
  33. RT_MODEL_TASK_MEMCPY_ASYNC,
  34. RT_MODEL_TASK_NOTIFY_RECORD,
  35. RT_MODEL_TASK_NOTIFY_WAIT,
  36. RT_MODEL_TASK_REDUCE_ASYNC,
  37. RT_MODEL_TASK_RDMA_SEND,
  38. RT_MODEL_TASK_EVENT_RESET,
  39. RT_MODEL_TASK_MODEL_END_GRAPH,
  40. RT_MODEL_TASK_STREAM_SWITCH_N,
  41. RT_MODEL_TASK_RDMA_DB_SEND,
  42. RT_MODEL_TASK_MEMCPY_ADDR_ASYNC,
  43. RT_MODEL_TASK_STREAM_LABEL_SWITCH_BY_INDEX,
  44. RT_MODEL_TASK_STREAM_LABEL_GOTO,
  45. RT_MODEL_TASK_MODEL_EXIT,
  46. RT_MODEL_TASK_ALL_KERNEL,
  47. RT_MODEL_TASK_PROFILER_TRACE_EX,
  48. RT_MODEL_TASK_FFTS_TASK,
  49. RT_MODEL_TASK_FFTS_PLUS_TASK,
  50. } rtModelTaskType_t;
  51. typedef enum tagModelStreamType {
  52. RT_MODEL_HEAD_STREAM = 0,
  53. RT_MODEL_WAIT_ACTIVE_STREAM = 1
  54. } rtModelStreamType_t;
  55. typedef enum tagModelQueueFlag {
  56. RT_MODEL_INPUT_QUEUE = 0,
  57. RT_MODEL_OUTPUT_QUEUE = 1
  58. } rtModelQueueFlag_t;
  59. #define EXECUTOR_NONE (0x0U)
  60. #define EXECUTOR_TS (0x01U)
  61. #define EXECUTOR_AICPU (0x02U)
  62. /*
  63. * @ingroup rt_model
  64. * @brief debug flag for kernel exception dump
  65. */
  66. #define RT_DEBUG_FLAG_AICORE_OVERFLOW (0x1U << 0U)
  67. #define RT_DEBUG_FLAG_ATOMIC_ADD_OVERFLOW (0x1U << 1U)
  68. /**
  69. * @ingroup
  70. * @brief the type defination of aicpu model task command
  71. */
  72. typedef enum tagTsAicpuModelCmd {
  73. TS_AICPU_MODEL_LOAD = 1,
  74. TS_AICPU_MODEL_EXECUTE,
  75. TS_AICPU_MODEL_DESTROY,
  76. TS_AICPU_MODEL_ABORT,
  77. TS_AICPU_MODEL_RESERVED,
  78. } tsAicpuModelCmd;
  79. typedef struct tagAicpuTaskInfo {
  80. uint32_t taskID;
  81. uint32_t streamID;
  82. uint32_t kernelType;
  83. uint64_t kernelName;
  84. uint64_t kernelSo;
  85. uint64_t paraBase;
  86. uint32_t taskFlag;
  87. } rtAicpuTaskInfo_t;
  88. typedef struct tagModelStreamInfo {
  89. uint32_t streamID;
  90. uint32_t streamFlag;
  91. } rtModelStreamInfo_t;
  92. typedef struct tagModelQueueInfo {
  93. uint32_t queueID;
  94. uint32_t flag;
  95. } rtModelQueueInfo_t;
  96. typedef struct tagAicpuModelInfo {
  97. uint32_t moduleID;
  98. uint32_t tsId;
  99. uint16_t streamInfoNum;
  100. uint16_t aicpuTaskNum;
  101. uint64_t streamInfoPtr;
  102. uint64_t aicpuTaskPtr;
  103. uint16_t queueSize;
  104. uint64_t queueInfoPtr;
  105. } rtAicpuModelInfo_t;
  106. typedef struct tagKernelTaskInfo {
  107. uint16_t blockDim;
  108. uint16_t argsCount;
  109. uint16_t argsSize;
  110. uint16_t reserved;
  111. char *stubFunc;
  112. uint8_t *smDesc;
  113. uint8_t *args;
  114. uint16_t *argsOffset;
  115. } rtKernelTaskInfo_t;
  116. typedef struct tagAllKernelTaskInfo {
  117. uint16_t blockDim;
  118. uint16_t argsCount;
  119. uint16_t argsSize;
  120. uint16_t reserved;
  121. void *devfunc;
  122. void *handle;
  123. uint8_t *smDesc;
  124. uint8_t *args;
  125. uint16_t *argsOffset;
  126. } rtAllKernelTaskInfo_t;
  127. typedef struct tagKernelTaskInfoEx {
  128. uint32_t flags;
  129. uint32_t argsSize;
  130. void *args;
  131. uint32_t reserved[6];
  132. } rtKernelTaskInfoEx_t;
  133. typedef struct tagEventTaskInfo {
  134. uint32_t eventID;
  135. uint32_t reserved[9];
  136. } rtEventTaskInfo_t;
  137. typedef struct tagStreamSwitchTaskInfo {
  138. int64_t value;
  139. uint64_t pValuePtr;
  140. uint32_t trueStreamID;
  141. uint32_t dataType;
  142. uint32_t reserved[4];
  143. } rtStreamSwitchTaskInfo_t;
  144. typedef struct tagStreamSwitchNTaskInfo {
  145. uint64_t pValuePtr;
  146. uint64_t pTrueStreamPtr;
  147. uint32_t size;
  148. uint32_t elementSize;
  149. uint32_t dataType;
  150. uint32_t reserved[3];
  151. } rtStreamSwitchNTaskInfo_t;
  152. typedef struct tagStreamActiveTaskInfo {
  153. uint32_t activeStreamID;
  154. uint32_t reserved[9];
  155. } rtStreamActiveTaskInfo_t;
  156. typedef struct tagSetTaskInfo {
  157. uint16_t labelId;
  158. uint32_t reserved[9];
  159. } rtLabelSetTaskInfo_t;
  160. typedef struct tagSwitchTaskInfo {
  161. uint32_t value;
  162. uint32_t reserved[9];
  163. } rtLabelSwitchTaskInfo_t;
  164. typedef struct tagLabelGotoTaskInfo {
  165. uint16_t labelId;
  166. uint32_t reserved[9];
  167. } rtLabelGotoTaskInfo_t;
  168. typedef struct tagProfilerTraceTaskInfo {
  169. uint64_t profilerTraceId;
  170. uint32_t notify : 8;
  171. uint32_t reserved_ : 24;
  172. uint32_t flags;
  173. uint32_t reserved[6];
  174. } rtProfilerTrace_t;
  175. typedef struct tagProfilerTraceExTaskInfo {
  176. uint64_t profilerTraceId;
  177. uint64_t modelId;
  178. uint16_t tagId;
  179. uint8_t reserved[22];
  180. } rtProfilerTraceEx_t;
  181. typedef struct tagrtMemcpyAsyncTaskInfo {
  182. void *dst;
  183. uint64_t destMax;
  184. void *src;
  185. uint64_t count;
  186. uint32_t kind;
  187. uint32_t reserved;
  188. } rtMemcpyAsyncTaskInfo_t;
  189. typedef struct tagrtNotifyTaskInfo {
  190. uint32_t notifyID;
  191. uint32_t reserved[9];
  192. } rtNotifyTaskInfo_t;
  193. typedef struct tagrtReduceAsyncTaskInfo {
  194. void *dst;
  195. uint64_t destMax;
  196. void *src;
  197. uint64_t count;
  198. uint32_t kind;
  199. uint32_t type;
  200. } rtReduceAsyncTaskInfo_t;
  201. typedef struct tagrtRdmaSendTaskInfo {
  202. uint32_t index;
  203. uint32_t wqe_index;
  204. uint32_t reserved[8];
  205. } rtRdmaSendTaskInfo_t;
  206. typedef struct tagrtRdmaDbSendTaskInfo {
  207. uint64_t dbInfo;
  208. uint32_t dbIndex;
  209. uint32_t reserved[7]; // offset 7
  210. } rtRdmaDbSendTaskInfo_t;
  211. typedef struct tagrtModelEndGraphTaskInfo {
  212. uint32_t modelId;
  213. uint32_t executorFlag;
  214. uint32_t reserved[8];
  215. } rtModelEndGraphTaskInfo_t;
  216. typedef struct tagrtModelExitInfo {
  217. uint32_t modelId;
  218. uint32_t streamId;
  219. uint32_t reserved[8];
  220. } rtModelExitTaskInfo_t;
  221. typedef struct tagrtStreamLabelSwitchByIndexTask_t {
  222. uint64_t indexPtr;
  223. uint64_t labelInfoPtr;
  224. uint32_t max;
  225. uint8_t reserved[20];
  226. } rtStreamLabelSwitchByIndexTask_t;
  227. typedef struct tagrtStreamLabelGotoTask_t {
  228. uint16_t labelId;
  229. uint16_t modelId;
  230. uint8_t reserved[36];
  231. } rtStreamLabelGotoTask_t;
  232. typedef struct tagTaskInfo {
  233. uint32_t type;
  234. uint32_t streamID;
  235. union {
  236. rtKernelTaskInfoEx_t kernelTaskEx;
  237. rtKernelTaskInfo_t kernelTask;
  238. rtAllKernelTaskInfo_t allKernelTask;
  239. rtEventTaskInfo_t eventTask;
  240. rtStreamSwitchTaskInfo_t streamSwitchTask;
  241. rtStreamActiveTaskInfo_t streamActiveTask;
  242. rtLabelSetTaskInfo_t labelSetTask;
  243. rtLabelSwitchTaskInfo_t labelSwitchTask;
  244. rtLabelGotoTaskInfo_t labelGotoTask;
  245. rtProfilerTrace_t profilertraceTask;
  246. rtProfilerTraceEx_t profilertraceExTask;
  247. rtMemcpyAsyncTaskInfo_t memcpyAsyncTask;
  248. rtNotifyTaskInfo_t notifyTask;
  249. rtReduceAsyncTaskInfo_t reduceAsyncTask;
  250. rtRdmaSendTaskInfo_t rdmaSendTask;
  251. rtRdmaDbSendTaskInfo_t rdmaDbSendTask;
  252. rtModelEndGraphTaskInfo_t modelEndGraphTask;
  253. rtModelExitTaskInfo_t modelExitTask;
  254. rtStreamSwitchNTaskInfo_t streamSwitchNTask;
  255. rtStreamLabelSwitchByIndexTask_t streamLabelSwitchIndexTask;
  256. rtStreamLabelGotoTask_t streamLabelGotoTask;
  257. uint32_t reserved[10];
  258. } u;
  259. } rtTaskInfo_t;
  260. typedef struct tagNodeInfo_t {
  261. uint32_t nodeIdx;
  262. uint32_t reserved[1];
  263. } rtNodeInfo;
  264. typedef struct tagHwtsInfo_t {
  265. uint16_t taskId;
  266. uint16_t sqExeHead;
  267. uint16_t streamExeHead;
  268. uint16_t reserved[2];
  269. } rtHwtsInfo;
  270. typedef struct tagLabelDevInfo_t {
  271. uint16_t modelId;
  272. uint16_t streamId;
  273. uint16_t labelId;
  274. union {
  275. rtNodeInfo nodeInfo;
  276. rtHwtsInfo hwtsInfo;
  277. uint16_t reserved[5];
  278. }u;
  279. }rtLabelDevInfo;
  280. typedef rtError_t (*rtTaskGenCallback)(rtModel_t model, rtTaskInfo_t *taskInfo);
  281. /**
  282. * @ingroup rt_model
  283. * @brief set callback for generate model
  284. * @param [in] callBack callback function
  285. * @return RT_ERROR_NONE for ok
  286. * @return RT_ERROR_INVALID_VALUE for error input
  287. */
  288. RTS_API rtError_t rtSetTaskGenCallback(rtTaskGenCallback callback);
  289. /**
  290. * @ingroup rt_model
  291. * @brief create model instance
  292. * @param [out] model created model
  293. * @param [in] flag reserved
  294. * @return RT_ERROR_NONE for ok
  295. * @return RT_ERROR_INVALID_VALUE for error input
  296. */
  297. RTS_API rtError_t rtModelCreate(rtModel_t *model, uint32_t flag);
  298. /**
  299. * @ingroup rt_model
  300. * @brief destroy model instance
  301. * @param [in] model model to destroy
  302. * @return RT_ERROR_NONE for ok
  303. * @return RT_ERROR_INVALID_VALUE for error input
  304. */
  305. RTS_API rtError_t rtModelDestroy(rtModel_t model);
  306. /**
  307. * @ingroup rt_model
  308. * @brief bind model and stream instance
  309. * @param [in] model binded model
  310. * @param [in] stream binded stream
  311. * @param [in] flag reserved
  312. * @return RT_ERROR_NONE for ok
  313. * @return RT_ERROR_INVALID_VALUE for error input
  314. */
  315. RTS_API rtError_t rtModelBindStream(rtModel_t model, rtStream_t stream, uint32_t flag);
  316. /**
  317. * @ingroup rt_model
  318. * @brief unbind model and stream instance
  319. * @param [in] model unbinded model
  320. * @param [in] stream unbinded stream
  321. * @return RT_ERROR_NONE for ok
  322. * @return RT_ERROR_INVALID_VALUE for error input
  323. */
  324. RTS_API rtError_t rtModelUnbindStream(rtModel_t model, rtStream_t stream);
  325. /**
  326. * @ingroup rt_model
  327. * @brief tell runtime Model has been Loaded
  328. * @param [in] model model to execute
  329. * @return RT_ERROR_NONE for ok
  330. */
  331. RTS_API rtError_t rtModelLoadComplete(rtModel_t model);
  332. /**
  333. * @ingroup rt_model
  334. * @brief execute model instance
  335. * @param [in] model model to execute
  336. * @return RT_ERROR_NONE for ok
  337. * @return RT_ERROR_INVALID_VALUE for error input
  338. */
  339. RTS_API rtError_t rtModelExecute(rtModel_t model, rtStream_t stream, uint32_t flag);
  340. /**
  341. * @ingroup rt_model
  342. * @brief get model the last persist task id
  343. * @param [in] model model to execute
  344. * @param [out] taskId last task id of the model
  345. * @param [out] streamId last steam id of the model
  346. * @return RT_ERROR_NONE for ok
  347. * @return RT_ERROR_INVALID_VALUE for error input
  348. */
  349. RTS_API rtError_t rtModelGetTaskId(rtModel_t model, uint32_t *taskId, uint32_t *streamId);
  350. /**
  351. * @ingroup rt_model
  352. * @brief add a end graph task to stream
  353. * @param [in] model model to execute
  354. * @param [in] end graph stream
  355. * @return RT_ERROR_NONE for ok
  356. * @return RT_ERROR_INVALID_VALUE for error input
  357. */
  358. RTS_API rtError_t rtEndGraph(rtModel_t model, rtStream_t stream);
  359. /**
  360. * @ingroup rt_model
  361. * @brief add a end graph task with flag to stream
  362. * @param [in] model model to execute
  363. * @param [in] end graph stream
  364. * @param [in] flags AICPU datadump
  365. * @return RT_ERROR_NONE for ok
  366. * @return RT_ERROR_INVALID_VALUE for error input
  367. */
  368. RTS_API rtError_t rtEndGraphEx(rtModel_t model, rtStream_t stream, uint32_t flags);
  369. /**
  370. * @ingroup rt_model
  371. * @brief add a end graph task to stream
  372. * @param [in] model model to execute
  373. * @param [in] flags EXECUTOR_TS | EXECUTOR_AICPU
  374. * @return RT_ERROR_NONE for ok
  375. * @return RT_ERROR_INVALID_VALUE for error input
  376. */
  377. RTS_API rtError_t rtModelExecutorSet(rtModel_t model, uint8_t flags);
  378. /**
  379. * @ingroup rt_model
  380. * @brief abort model
  381. * @param [in] model model to abort
  382. * @return RT_ERROR_NONE for ok
  383. * @return RT_ERROR_INVALID_VALUE for error input
  384. */
  385. RTS_API rtError_t rtModelAbort(rtModel_t model);
  386. /**
  387. * @ingroup rt_model
  388. * @brief end graph task to model default stream
  389. * @param [in] model model to execute
  390. * @param [in] end graph stream
  391. * @return RT_ERROR_NONE for ok
  392. * @return RT_ERROR_INVALID_VALUE for error input
  393. */
  394. RTS_API rtError_t rtModelExit(rtModel_t model, rtStream_t stream);
  395. /**
  396. * @ingroup rt_model
  397. * @brief bind queue
  398. * @param [in] model model to bind
  399. * @param [in] queueId queueId to bind
  400. * @param [in] flag
  401. * @return RT_ERROR_NONE for ok
  402. * @return RT_ERROR_INVALID_VALUE for error input
  403. */
  404. RTS_API rtError_t rtModelBindQueue(rtModel_t model, uint32_t queueId, rtModelQueueFlag_t flag);
  405. /**
  406. * @ingroup rt_model
  407. * @brief get model id
  408. * @param [in] model
  409. * @param [out] modelId model id
  410. * @return RT_ERROR_NONE for ok
  411. * @return RT_ERROR_INVALID_VALUE for error input
  412. */
  413. RTS_API rtError_t rtModelGetId(rtModel_t model, uint32_t *modelId);
  414. /*
  415. * @ingroup rt_model
  416. * @brief enable debug for dump overflow exception
  417. * @param [in] addr: ddr address of kernel exception dumpped
  418. * @param [in] model: model handle
  419. * @param [in] flag: debug flag
  420. * @return RT_ERROR_NONE for ok
  421. * @return RT_ERROR_INVALID_VALUE for error input
  422. */
  423. RTS_API rtError_t rtDebugRegister(rtModel_t model, uint32_t flag, const void *addr,
  424. uint32_t *streamId, uint32_t *taskId);
  425. /*
  426. * @ingroup rt_model
  427. * @brief disable debug for dump overflow exception
  428. * @param [in] model: model handle
  429. * @return RT_ERROR_NONE for ok
  430. * @return RT_ERROR_INVALID_VALUE for error input
  431. */
  432. RTS_API rtError_t rtDebugUnRegister(rtModel_t model);
  433. #if defined(__cplusplus)
  434. }
  435. #endif
  436. #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