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rt_model.h 12 kB

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  1. /**
  2. * Copyright 2019-2020 Huawei Technologies Co., Ltd
  3. *
  4. * Licensed under the Apache License, Version 2.0 (the "License");
  5. * you may not use this file except in compliance with the License.
  6. * You may obtain a copy of the License at
  7. *
  8. * http://www.apache.org/licenses/LICENSE-2.0
  9. *
  10. * Unless required by applicable law or agreed to in writing, software
  11. * distributed under the License is distributed on an "AS IS" BASIS,
  12. * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  13. * See the License for the specific language governing permissions and
  14. * limitations under the License.
  15. */
  16. #ifndef __CCE_RUNTIME_MODEL_H__
  17. #define __CCE_RUNTIME_MODEL_H__
  18. #include "base.h"
  19. #if defined(__cplusplus) && !defined(COMPILE_OMG_PACKAGE)
  20. extern "C" {
  21. #endif
  22. typedef enum tagModelTaskType {
  23. RT_MODEL_TASK_KERNEL = 0,
  24. RT_MODEL_TASK_EVENT_RECORD,
  25. RT_MODEL_TASK_EVENT_WAIT,
  26. RT_MODEL_TASK_FUSION_START,
  27. RT_MODEL_TASK_FUSION_END,
  28. RT_MODEL_TASK_KERNEL_EX,
  29. RT_MODEL_TASK_HCCL,
  30. RT_MODEL_TASK_STREAM_SWITCH,
  31. RT_MODEL_TASK_STREAM_ACTIVE,
  32. RT_MODEL_TASK_LABEL_SET,
  33. RT_MODEL_TASK_LABEL_SWITCH,
  34. RT_MODEL_TASK_LABEL_GOTO,
  35. RT_MODEL_TASK_PROFILER_TRACE,
  36. RT_MODEL_TASK_MEMCPY_ASYNC,
  37. RT_MODEL_TASK_NOTIFY_RECORD,
  38. RT_MODEL_TASK_NOTIFY_WAIT,
  39. RT_MODEL_TASK_REDUCE_ASYNC,
  40. RT_MODEL_TASK_RDMA_SEND,
  41. RT_MODEL_TASK_EVENT_RESET = 18,
  42. RT_MODEL_TASK_MODEL_END_GRAPH,
  43. RT_MODEL_TASK_STREAM_SWITCH_N,
  44. RT_MODEL_TASK_RDMA_DB_SEND,
  45. RT_MODEL_TASK_MEMCPY_ADDR_ASYNC,
  46. RT_MODEL_TASK_STREAM_LABEL_SWITCH_BY_INDEX,
  47. RT_MODEL_TASK_STREAM_LABEL_GOTO,
  48. RT_MODEL_TASK_MODEL_EXIT,
  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 ((uint32_t)0x0)
  59. #define EXECUTOR_TS ((uint32_t)0x01)
  60. #define EXECUTOR_AICPU ((uint32_t)0x02)
  61. /*
  62. * @ingroup rt_model
  63. * @brief debug flag for kernel exception dump
  64. */
  65. #define RT_DEBUG_FLAG_AICORE_OVERFLOW (0x1 << 0)
  66. #define RT_DEBUG_FLAG_ATOMIC_ADD_OVERFLOW (0x1 << 1)
  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. char *stubFunc;
  111. uint8_t *smDesc;
  112. uint8_t *args;
  113. uint16_t *argsOffset;
  114. } rtKernelTaskInfo_t;
  115. typedef struct tagKernelTaskInfoEx {
  116. uint32_t flags;
  117. uint32_t argsSize;
  118. void *args;
  119. uint32_t reserved[6];
  120. } rtKernelTaskInfoEx_t;
  121. typedef struct tagEventTaskInfo {
  122. uint32_t eventID;
  123. uint32_t reserved[9];
  124. } rtEventTaskInfo_t;
  125. typedef struct tagStreamSwitchTaskInfo {
  126. int64_t value;
  127. uint64_t pValuePtr;
  128. uint32_t trueStreamID;
  129. uint32_t dataType;
  130. uint32_t reserved[4];
  131. } rtStreamSwitchTaskInfo_t;
  132. typedef struct tagStreamSwitchNTaskInfo {
  133. uint64_t pValuePtr;
  134. uint64_t pTrueStreamPtr;
  135. uint32_t size;
  136. uint32_t elementSize;
  137. uint32_t dataType;
  138. uint32_t reserved[3];
  139. } rtStreamSwitchNTaskInfo_t;
  140. typedef struct tagStreamActiveTaskInfo {
  141. uint32_t activeStreamID;
  142. uint32_t reserved[9];
  143. } rtStreamActiveTaskInfo_t;
  144. typedef struct tagSetTaskInfo {
  145. uint16_t labelId;
  146. uint32_t reserved[9];
  147. } rtLabelSetTaskInfo_t;
  148. typedef struct tagSwitchTaskInfo {
  149. uint32_t value;
  150. uint32_t reserved[9];
  151. } rtLabelSwitchTaskInfo_t;
  152. typedef struct tagLabelGotoTaskInfo {
  153. uint16_t labelId;
  154. uint32_t reserved[9];
  155. } rtLabelGotoTaskInfo_t;
  156. typedef struct tagProfilerTraceTaskInfo {
  157. uint64_t profilerTraceId;
  158. uint32_t notify : 8;
  159. uint32_t reserved_ : 24;
  160. uint32_t flags;
  161. uint32_t reserved[6];
  162. } rtProfilerTrace_t;
  163. typedef struct tagrtMemcpyAsyncTaskInfo {
  164. void *dst;
  165. uint64_t destMax;
  166. void *src;
  167. uint64_t count;
  168. uint32_t kind;
  169. uint32_t reserved;
  170. } rtMemcpyAsyncTaskInfo_t;
  171. typedef struct tagrtNotifyTaskInfo {
  172. uint32_t notifyID;
  173. uint32_t reserved[9];
  174. } rtNotifyTaskInfo_t;
  175. typedef struct tagrtReduceAsyncTaskInfo {
  176. void *dst;
  177. uint64_t destMax;
  178. void *src;
  179. uint64_t count;
  180. uint32_t kind;
  181. uint32_t type;
  182. } rtReduceAsyncTaskInfo_t;
  183. typedef struct tagrtRdmaSendTaskInfo {
  184. uint32_t index;
  185. uint32_t wqe_index;
  186. uint32_t reserved[8];
  187. } rtRdmaSendTaskInfo_t;
  188. typedef struct tagrtRdmaDbSendTaskInfo {
  189. uint64_t dbInfo;
  190. uint32_t dbIndex;
  191. uint32_t reserved[7]; // offset 7
  192. } rtRdmaDbSendTaskInfo_t;
  193. typedef struct tagrtModelEndGraphTaskInfo {
  194. uint32_t modelId;
  195. uint32_t executorFlag;
  196. uint32_t reserved[8];
  197. } rtModelEndGraphTaskInfo_t;
  198. typedef struct tagrtModelExitInfo {
  199. uint32_t modelId;
  200. uint32_t streamId;
  201. uint32_t reserved[8];
  202. } rtModelExitTaskInfo_t;
  203. typedef struct tagrtStreamLabelSwitchByIndexTask_t {
  204. uint64_t indexPtr;
  205. uint64_t labelInfoPtr;
  206. uint32_t max;
  207. uint8_t reserved[20];
  208. } rtStreamLabelSwitchByIndexTask_t;
  209. typedef struct tagrtStreamLabelGotoTask_t {
  210. uint16_t labelId;
  211. uint16_t modelId;
  212. uint8_t reserved[36];
  213. } rtStreamLabelGotoTask_t;
  214. typedef struct tagTaskInfo {
  215. uint32_t type;
  216. uint32_t streamID;
  217. union {
  218. rtKernelTaskInfoEx_t kernelTaskEx;
  219. rtKernelTaskInfo_t kernelTask;
  220. rtEventTaskInfo_t eventTask;
  221. rtStreamSwitchTaskInfo_t streamSwitchTask;
  222. rtStreamActiveTaskInfo_t streamActiveTask;
  223. rtLabelSetTaskInfo_t labelSetTask;
  224. rtLabelSwitchTaskInfo_t labelSwitchTask;
  225. rtLabelGotoTaskInfo_t labelGotoTask;
  226. rtProfilerTrace_t profilertraceTask;
  227. rtMemcpyAsyncTaskInfo_t memcpyAsyncTask;
  228. rtNotifyTaskInfo_t notifyTask;
  229. rtReduceAsyncTaskInfo_t reduceAsyncTask;
  230. rtRdmaSendTaskInfo_t rdmaSendTask;
  231. rtRdmaDbSendTaskInfo_t rdmaDbSendTask;
  232. rtModelEndGraphTaskInfo_t modelEndGraphTask;
  233. rtModelExitTaskInfo_t modelExitTask;
  234. rtStreamSwitchNTaskInfo_t streamSwitchNTask;
  235. rtStreamLabelSwitchByIndexTask_t streamLabelSwitchIndexTask;
  236. rtStreamLabelGotoTask_t streamLabelGotoTask;
  237. uint32_t reserved[10];
  238. } u;
  239. } rtTaskInfo_t;
  240. typedef struct tagLabelDevInfo_t {
  241. uint16_t modelId;
  242. uint16_t streamId;
  243. uint16_t labelId;
  244. }rtLabelDevInfo;
  245. typedef void *rtModel_t;
  246. typedef rtError_t (*rtTaskGenCallback)(rtModel_t model, rtTaskInfo_t *taskInfo);
  247. /**
  248. * @ingroup rt_model
  249. * @brief set callback for generate model
  250. * @param [in] callBack callback function
  251. * @return RT_ERROR_NONE for ok
  252. * @return RT_ERROR_INVALID_VALUE for error input
  253. */
  254. RTS_API rtError_t rtSetTaskGenCallback(rtTaskGenCallback callback);
  255. /**
  256. * @ingroup rt_model
  257. * @brief create model instance
  258. * @param [out] model created model
  259. * @param [in] flag reserved
  260. * @return RT_ERROR_NONE for ok
  261. * @return RT_ERROR_INVALID_VALUE for error input
  262. */
  263. RTS_API rtError_t rtModelCreate(rtModel_t *model, uint32_t flag);
  264. /**
  265. * @ingroup rt_model
  266. * @brief destroy model instance
  267. * @param [in] model model to destroy
  268. * @return RT_ERROR_NONE for ok
  269. * @return RT_ERROR_INVALID_VALUE for error input
  270. */
  271. RTS_API rtError_t rtModelDestroy(rtModel_t model);
  272. /**
  273. * @ingroup rt_model
  274. * @brief bind model and stream instance
  275. * @param [in] model binded model
  276. * @param [in] stream binded stream
  277. * @param [in] flag reserved
  278. * @return RT_ERROR_NONE for ok
  279. * @return RT_ERROR_INVALID_VALUE for error input
  280. */
  281. RTS_API rtError_t rtModelBindStream(rtModel_t model, rtStream_t stream, uint32_t flag);
  282. /**
  283. * @ingroup rt_model
  284. * @brief unbind model and stream instance
  285. * @param [in] model unbinded model
  286. * @param [in] stream unbinded stream
  287. * @return RT_ERROR_NONE for ok
  288. * @return RT_ERROR_INVALID_VALUE for error input
  289. */
  290. RTS_API rtError_t rtModelUnbindStream(rtModel_t model, rtStream_t stream);
  291. /**
  292. * @ingroup rt_model
  293. * @brief tell runtime Model has been Loaded
  294. * @param [in] model model to execute
  295. * @return RT_ERROR_NONE for ok
  296. */
  297. RTS_API rtError_t rtModelLoadComplete(rtModel_t model);
  298. /**
  299. * @ingroup rt_model
  300. * @brief execute model instance
  301. * @param [in] model model to execute
  302. * @return RT_ERROR_NONE for ok
  303. * @return RT_ERROR_INVALID_VALUE for error input
  304. */
  305. RTS_API rtError_t rtModelExecute(rtModel_t model, rtStream_t stream, uint32_t flag);
  306. /**
  307. * @ingroup rt_model
  308. * @brief get model the last persist task id
  309. * @param [in] model model to execute
  310. * @param [out] taskid last task id of the model
  311. * @param [out] streamid last steam id of the model
  312. * @return RT_ERROR_NONE for ok
  313. * @return RT_ERROR_INVALID_VALUE for error input
  314. */
  315. RTS_API rtError_t rtModelGetTaskId(rtModel_t model, uint32_t *taskid, uint32_t *streamid);
  316. /**
  317. * @ingroup rt_model
  318. * @brief add a end graph task to stream
  319. * @param [in] model model to execute
  320. * @param [in] end graph stream
  321. * @return RT_ERROR_NONE for ok
  322. * @return RT_ERROR_INVALID_VALUE for error input
  323. */
  324. RTS_API rtError_t rtEndGraph(rtModel_t model, rtStream_t stream);
  325. /**
  326. * @ingroup rt_model
  327. * @brief add a end graph task with flag to stream
  328. * @param [in] model model to execute
  329. * @param [in] end graph stream
  330. * @param [in] flags AICPU datadump
  331. * @return RT_ERROR_NONE for ok
  332. * @return RT_ERROR_INVALID_VALUE for error input
  333. */
  334. RTS_API rtError_t rtEndGraphEx(rtModel_t model, rtStream_t stream, uint32_t flags);
  335. /**
  336. * @ingroup rt_model
  337. * @brief add a end graph task to stream
  338. * @param [in] model model to execute
  339. * @param [in] flags EXECUTOR_TS | EXECUTOR_AICPU
  340. * @return RT_ERROR_NONE for ok
  341. * @return RT_ERROR_INVALID_VALUE for error input
  342. */
  343. RTS_API rtError_t rtModelExecutorSet(rtModel_t model, uint8_t flags);
  344. /**
  345. * @ingroup rt_model
  346. * @brief abort model
  347. * @param [in] model model to abort
  348. * @return RT_ERROR_NONE for ok
  349. * @return RT_ERROR_INVALID_VALUE for error input
  350. */
  351. RTS_API rtError_t rtModelAbort(rtModel_t model);
  352. /**
  353. * @ingroup rt_model
  354. * @brief end graph task to model default stream
  355. * @param [in] model model to execute
  356. * @param [in] end graph stream
  357. * @return RT_ERROR_NONE for ok
  358. * @return RT_ERROR_INVALID_VALUE for error input
  359. */
  360. RTS_API rtError_t rtModelExit(rtModel_t model, rtStream_t stream);
  361. /**
  362. * @ingroup rt_model
  363. * @brief bind queue
  364. * @param [in] model model to bind
  365. * @param [in] queueId queueId to bind
  366. * @param [in] flag
  367. * @return RT_ERROR_NONE for ok
  368. * @return RT_ERROR_INVALID_VALUE for error input
  369. */
  370. RTS_API rtError_t rtModelBindQueue(rtModel_t model, uint32_t queueId, rtModelQueueFlag_t flag);
  371. /**
  372. * @ingroup rt_model
  373. * @brief get model id
  374. * @param [in] model
  375. * @param [out] modelId model id
  376. * @return RT_ERROR_NONE for ok
  377. * @return RT_ERROR_INVALID_VALUE for error input
  378. */
  379. RTS_API rtError_t rtModelGetId(rtModel_t model, uint32_t *modelId);
  380. /*
  381. * @ingroup rt_model
  382. * @brief enable debug for dump overflow exception
  383. * @param [in] addr: ddr address of kernel exception dumpped
  384. * @param [in] model: model handle
  385. * @param [in] flag: debug flag
  386. * @return RT_ERROR_NONE for ok
  387. * @return RT_ERROR_INVALID_VALUE for error input
  388. */
  389. RTS_API rtError_t rtDebugRegister(rtModel_t model, uint32_t flag, const void *addr,
  390. uint32_t *streamId, uint32_t *taskId);
  391. /*
  392. * @ingroup rt_model
  393. * @brief disable debug for dump overflow exception
  394. * @param [in] model: model handle
  395. * @return RT_ERROR_NONE for ok
  396. * @return RT_ERROR_INVALID_VALUE for error input
  397. */
  398. RTS_API rtError_t rtDebugUnRegister(rtModel_t model);
  399. #if defined(__cplusplus) && !defined(COMPILE_OMG_PACKAGE)
  400. }
  401. #endif
  402. #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