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