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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_MODEL_H__
  14. #define __CCE_RUNTIME_MODEL_H__
  15. #include "base.h"
  16. #if defined(__cplusplus) && !defined(COMPILE_OMG_PACKAGE)
  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 = 18,
  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_FFTS_TASK,
  47. RT_MODEL_TASK_ALL_KERNEL,
  48. } rtModelTaskType_t;
  49. typedef enum tagModelStreamType {
  50. RT_MODEL_HEAD_STREAM = 0,
  51. RT_MODEL_WAIT_ACTIVE_STREAM = 1
  52. } rtModelStreamType_t;
  53. typedef enum tagModelQueueFlag {
  54. RT_MODEL_INPUT_QUEUE = 0,
  55. RT_MODEL_OUTPUT_QUEUE = 1
  56. } rtModelQueueFlag_t;
  57. #define EXECUTOR_NONE ((uint32_t)0x0)
  58. #define EXECUTOR_TS ((uint32_t)0x01)
  59. #define EXECUTOR_AICPU ((uint32_t)0x02)
  60. /*
  61. * @ingroup rt_model
  62. * @brief debug flag for kernel exception dump
  63. */
  64. #define RT_DEBUG_FLAG_AICORE_OVERFLOW (0x1 << 0)
  65. #define RT_DEBUG_FLAG_ATOMIC_ADD_OVERFLOW (0x1 << 1)
  66. /**
  67. * @ingroup
  68. * @brief the type defination of aicpu model task command
  69. */
  70. typedef enum tagTsAicpuModelCmd {
  71. TS_AICPU_MODEL_LOAD = 1,
  72. TS_AICPU_MODEL_EXECUTE,
  73. TS_AICPU_MODEL_DESTROY,
  74. TS_AICPU_MODEL_ABORT,
  75. TS_AICPU_MODEL_RESERVED,
  76. } tsAicpuModelCmd;
  77. typedef struct tagAicpuTaskInfo {
  78. uint32_t taskID;
  79. uint32_t streamID;
  80. uint32_t kernelType;
  81. uint64_t kernelName;
  82. uint64_t kernelSo;
  83. uint64_t paraBase;
  84. uint32_t taskFlag;
  85. } rtAicpuTaskInfo_t;
  86. typedef struct tagModelStreamInfo {
  87. uint32_t streamID;
  88. uint32_t streamFlag;
  89. } rtModelStreamInfo_t;
  90. typedef struct tagModelQueueInfo {
  91. uint32_t queueID;
  92. uint32_t flag;
  93. } rtModelQueueInfo_t;
  94. typedef struct tagAicpuModelInfo {
  95. uint32_t moduleID;
  96. uint32_t tsId;
  97. uint16_t streamInfoNum;
  98. uint16_t aicpuTaskNum;
  99. uint64_t streamInfoPtr;
  100. uint64_t aicpuTaskPtr;
  101. uint16_t queueSize;
  102. uint64_t queueInfoPtr;
  103. } rtAicpuModelInfo_t;
  104. typedef struct tagKernelTaskInfo {
  105. uint16_t blockDim;
  106. uint16_t argsCount;
  107. uint16_t argsSize;
  108. uint16_t reserved;
  109. char *stubFunc;
  110. uint8_t *smDesc;
  111. uint8_t *args;
  112. uint16_t *argsOffset;
  113. } rtKernelTaskInfo_t;
  114. typedef struct tagAllKernelTaskInfo {
  115. uint16_t blockDim;
  116. uint16_t argsCount;
  117. uint16_t argsSize;
  118. uint16_t reserved;
  119. const void *dev_func;
  120. void *handle;
  121. uint8_t *smDesc;
  122. uint8_t *args;
  123. uint16_t *argsOffset;
  124. } rtAllKernelTaskInfo_t;
  125. typedef struct tagKernelTaskInfoEx {
  126. uint32_t flags;
  127. uint32_t argsSize;
  128. void *args;
  129. uint32_t reserved[6];
  130. } rtKernelTaskInfoEx_t;
  131. typedef struct tagEventTaskInfo {
  132. uint32_t eventID;
  133. uint32_t reserved[9];
  134. } rtEventTaskInfo_t;
  135. typedef struct tagStreamSwitchTaskInfo {
  136. int64_t value;
  137. uint64_t pValuePtr;
  138. uint32_t trueStreamID;
  139. uint32_t dataType;
  140. uint32_t reserved[4];
  141. } rtStreamSwitchTaskInfo_t;
  142. typedef struct tagStreamSwitchNTaskInfo {
  143. uint64_t pValuePtr;
  144. uint64_t pTrueStreamPtr;
  145. uint32_t size;
  146. uint32_t elementSize;
  147. uint32_t dataType;
  148. uint32_t reserved[3];
  149. } rtStreamSwitchNTaskInfo_t;
  150. typedef struct tagStreamActiveTaskInfo {
  151. uint32_t activeStreamID;
  152. uint32_t reserved[9];
  153. } rtStreamActiveTaskInfo_t;
  154. typedef struct tagSetTaskInfo {
  155. uint16_t labelId;
  156. uint32_t reserved[9];
  157. } rtLabelSetTaskInfo_t;
  158. typedef struct tagSwitchTaskInfo {
  159. uint32_t value;
  160. uint32_t reserved[9];
  161. } rtLabelSwitchTaskInfo_t;
  162. typedef struct tagLabelGotoTaskInfo {
  163. uint16_t labelId;
  164. uint32_t reserved[9];
  165. } rtLabelGotoTaskInfo_t;
  166. typedef struct tagProfilerTraceTaskInfo {
  167. uint64_t profilerTraceId;
  168. uint32_t notify : 8;
  169. uint32_t reserved_ : 24;
  170. uint32_t flags;
  171. uint32_t reserved[6];
  172. } rtProfilerTrace_t;
  173. typedef struct tagrtMemcpyAsyncTaskInfo {
  174. void *dst;
  175. uint64_t destMax;
  176. void *src;
  177. uint64_t count;
  178. uint32_t kind;
  179. uint32_t reserved;
  180. } rtMemcpyAsyncTaskInfo_t;
  181. typedef struct tagrtNotifyTaskInfo {
  182. uint32_t notifyID;
  183. uint32_t reserved[9];
  184. } rtNotifyTaskInfo_t;
  185. typedef struct tagrtReduceAsyncTaskInfo {
  186. void *dst;
  187. uint64_t destMax;
  188. void *src;
  189. uint64_t count;
  190. uint32_t kind;
  191. uint32_t type;
  192. } rtReduceAsyncTaskInfo_t;
  193. typedef struct tagrtRdmaSendTaskInfo {
  194. uint32_t index;
  195. uint32_t wqe_index;
  196. uint32_t reserved[8];
  197. } rtRdmaSendTaskInfo_t;
  198. typedef struct tagrtRdmaDbSendTaskInfo {
  199. uint64_t dbInfo;
  200. uint32_t dbIndex;
  201. uint32_t reserved[7]; // offset 7
  202. } rtRdmaDbSendTaskInfo_t;
  203. typedef struct tagrtModelEndGraphTaskInfo {
  204. uint32_t modelId;
  205. uint32_t executorFlag;
  206. uint32_t reserved[8];
  207. } rtModelEndGraphTaskInfo_t;
  208. typedef struct tagrtModelExitInfo {
  209. uint32_t modelId;
  210. uint32_t streamId;
  211. uint32_t reserved[8];
  212. } rtModelExitTaskInfo_t;
  213. typedef struct tagrtStreamLabelSwitchByIndexTask_t {
  214. uint64_t indexPtr;
  215. uint64_t labelInfoPtr;
  216. uint32_t max;
  217. uint8_t reserved[20];
  218. } rtStreamLabelSwitchByIndexTask_t;
  219. typedef struct tagrtStreamLabelGotoTask_t {
  220. uint16_t labelId;
  221. uint16_t modelId;
  222. uint8_t reserved[36];
  223. } rtStreamLabelGotoTask_t;
  224. typedef struct tagTaskInfo {
  225. uint32_t type;
  226. uint32_t streamID;
  227. union {
  228. rtKernelTaskInfoEx_t kernelTaskEx;
  229. rtKernelTaskInfo_t kernelTask;
  230. rtAllKernelTaskInfo_t allkernelTask;
  231. rtEventTaskInfo_t eventTask;
  232. rtStreamSwitchTaskInfo_t streamSwitchTask;
  233. rtStreamActiveTaskInfo_t streamActiveTask;
  234. rtLabelSetTaskInfo_t labelSetTask;
  235. rtLabelSwitchTaskInfo_t labelSwitchTask;
  236. rtLabelGotoTaskInfo_t labelGotoTask;
  237. rtProfilerTrace_t profilertraceTask;
  238. rtMemcpyAsyncTaskInfo_t memcpyAsyncTask;
  239. rtNotifyTaskInfo_t notifyTask;
  240. rtReduceAsyncTaskInfo_t reduceAsyncTask;
  241. rtRdmaSendTaskInfo_t rdmaSendTask;
  242. rtRdmaDbSendTaskInfo_t rdmaDbSendTask;
  243. rtModelEndGraphTaskInfo_t modelEndGraphTask;
  244. rtModelExitTaskInfo_t modelExitTask;
  245. rtStreamSwitchNTaskInfo_t streamSwitchNTask;
  246. rtStreamLabelSwitchByIndexTask_t streamLabelSwitchIndexTask;
  247. rtStreamLabelGotoTask_t streamLabelGotoTask;
  248. uint32_t reserved[10];
  249. } u;
  250. } rtTaskInfo_t;
  251. typedef struct tagNodeInfo_t {
  252. uint32_t nodeIdx;
  253. uint32_t reserved[1];
  254. } rtNodeInfo;
  255. typedef struct tagHwtsInfo_t {
  256. uint16_t taskId;
  257. uint16_t sqExeHead;
  258. uint16_t streamExeHead;
  259. uint16_t reserved[2];
  260. } rtHwtsInfo;
  261. typedef struct tagLabelDevInfo_t {
  262. uint16_t modelId;
  263. uint16_t streamId;
  264. uint16_t labelId;
  265. union {
  266. rtNodeInfo nodeInfo;
  267. rtHwtsInfo hwtsInfo;
  268. uint16_t reserved[5];
  269. }u;
  270. }rtLabelDevInfo;
  271. typedef rtError_t (*rtTaskGenCallback)(rtModel_t model, rtTaskInfo_t *taskInfo);
  272. /**
  273. * @ingroup rt_model
  274. * @brief set callback for generate model
  275. * @param [in] callBack callback function
  276. * @return RT_ERROR_NONE for ok
  277. * @return RT_ERROR_INVALID_VALUE for error input
  278. */
  279. RTS_API rtError_t rtSetTaskGenCallback(rtTaskGenCallback callback);
  280. /**
  281. * @ingroup rt_model
  282. * @brief create model instance
  283. * @param [out] model created model
  284. * @param [in] flag reserved
  285. * @return RT_ERROR_NONE for ok
  286. * @return RT_ERROR_INVALID_VALUE for error input
  287. */
  288. RTS_API rtError_t rtModelCreate(rtModel_t *model, uint32_t flag);
  289. /**
  290. * @ingroup rt_model
  291. * @brief destroy model instance
  292. * @param [in] model model to destroy
  293. * @return RT_ERROR_NONE for ok
  294. * @return RT_ERROR_INVALID_VALUE for error input
  295. */
  296. RTS_API rtError_t rtModelDestroy(rtModel_t model);
  297. /**
  298. * @ingroup rt_model
  299. * @brief bind model and stream instance
  300. * @param [in] model binded model
  301. * @param [in] stream binded stream
  302. * @param [in] flag reserved
  303. * @return RT_ERROR_NONE for ok
  304. * @return RT_ERROR_INVALID_VALUE for error input
  305. */
  306. RTS_API rtError_t rtModelBindStream(rtModel_t model, rtStream_t stream, uint32_t flag);
  307. /**
  308. * @ingroup rt_model
  309. * @brief unbind model and stream instance
  310. * @param [in] model unbinded model
  311. * @param [in] stream unbinded stream
  312. * @return RT_ERROR_NONE for ok
  313. * @return RT_ERROR_INVALID_VALUE for error input
  314. */
  315. RTS_API rtError_t rtModelUnbindStream(rtModel_t model, rtStream_t stream);
  316. /**
  317. * @ingroup rt_model
  318. * @brief tell runtime Model has been Loaded
  319. * @param [in] model model to execute
  320. * @return RT_ERROR_NONE for ok
  321. */
  322. RTS_API rtError_t rtModelLoadComplete(rtModel_t model);
  323. /**
  324. * @ingroup rt_model
  325. * @brief execute model instance
  326. * @param [in] model model to execute
  327. * @return RT_ERROR_NONE for ok
  328. * @return RT_ERROR_INVALID_VALUE for error input
  329. */
  330. RTS_API rtError_t rtModelExecute(rtModel_t model, rtStream_t stream, uint32_t flag);
  331. /**
  332. * @ingroup rt_model
  333. * @brief get model the last persist task id
  334. * @param [in] model model to execute
  335. * @param [out] taskid last task id of the model
  336. * @param [out] streamid last steam id of the model
  337. * @return RT_ERROR_NONE for ok
  338. * @return RT_ERROR_INVALID_VALUE for error input
  339. */
  340. RTS_API rtError_t rtModelGetTaskId(rtModel_t model, uint32_t *taskid, uint32_t *streamid);
  341. /**
  342. * @ingroup rt_model
  343. * @brief add a end graph task to stream
  344. * @param [in] model model to execute
  345. * @param [in] end graph stream
  346. * @return RT_ERROR_NONE for ok
  347. * @return RT_ERROR_INVALID_VALUE for error input
  348. */
  349. RTS_API rtError_t rtEndGraph(rtModel_t model, rtStream_t stream);
  350. /**
  351. * @ingroup rt_model
  352. * @brief add a end graph task with flag to stream
  353. * @param [in] model model to execute
  354. * @param [in] end graph stream
  355. * @param [in] flags AICPU datadump
  356. * @return RT_ERROR_NONE for ok
  357. * @return RT_ERROR_INVALID_VALUE for error input
  358. */
  359. RTS_API rtError_t rtEndGraphEx(rtModel_t model, rtStream_t stream, uint32_t flags);
  360. /**
  361. * @ingroup rt_model
  362. * @brief add a end graph task to stream
  363. * @param [in] model model to execute
  364. * @param [in] flags EXECUTOR_TS | EXECUTOR_AICPU
  365. * @return RT_ERROR_NONE for ok
  366. * @return RT_ERROR_INVALID_VALUE for error input
  367. */
  368. RTS_API rtError_t rtModelExecutorSet(rtModel_t model, uint8_t flags);
  369. /**
  370. * @ingroup rt_model
  371. * @brief abort model
  372. * @param [in] model model to abort
  373. * @return RT_ERROR_NONE for ok
  374. * @return RT_ERROR_INVALID_VALUE for error input
  375. */
  376. RTS_API rtError_t rtModelAbort(rtModel_t model);
  377. /**
  378. * @ingroup rt_model
  379. * @brief end graph task to model default stream
  380. * @param [in] model model to execute
  381. * @param [in] end graph stream
  382. * @return RT_ERROR_NONE for ok
  383. * @return RT_ERROR_INVALID_VALUE for error input
  384. */
  385. RTS_API rtError_t rtModelExit(rtModel_t model, rtStream_t stream);
  386. /**
  387. * @ingroup rt_model
  388. * @brief bind queue
  389. * @param [in] model model to bind
  390. * @param [in] queueId queueId to bind
  391. * @param [in] flag
  392. * @return RT_ERROR_NONE for ok
  393. * @return RT_ERROR_INVALID_VALUE for error input
  394. */
  395. RTS_API rtError_t rtModelBindQueue(rtModel_t model, uint32_t queueId, rtModelQueueFlag_t flag);
  396. /**
  397. * @ingroup rt_model
  398. * @brief get model id
  399. * @param [in] model
  400. * @param [out] modelId model id
  401. * @return RT_ERROR_NONE for ok
  402. * @return RT_ERROR_INVALID_VALUE for error input
  403. */
  404. RTS_API rtError_t rtModelGetId(rtModel_t model, uint32_t *modelId);
  405. /*
  406. * @ingroup rt_model
  407. * @brief enable debug for dump overflow exception
  408. * @param [in] addr: ddr address of kernel exception dumpped
  409. * @param [in] model: model handle
  410. * @param [in] flag: debug flag
  411. * @return RT_ERROR_NONE for ok
  412. * @return RT_ERROR_INVALID_VALUE for error input
  413. */
  414. RTS_API rtError_t rtDebugRegister(rtModel_t model, uint32_t flag, const void *addr,
  415. uint32_t *streamId, uint32_t *taskId);
  416. /*
  417. * @ingroup rt_model
  418. * @brief disable debug for dump overflow exception
  419. * @param [in] model: model handle
  420. * @return RT_ERROR_NONE for ok
  421. * @return RT_ERROR_INVALID_VALUE for error input
  422. */
  423. RTS_API rtError_t rtDebugUnRegister(rtModel_t model);
  424. #if defined(__cplusplus) && !defined(COMPILE_OMG_PACKAGE)
  425. }
  426. #endif
  427. #endif // __CCE_RUNTIME_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