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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. } 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 tagKernelTaskInfoEx {
  115. uint32_t flags;
  116. uint32_t argsSize;
  117. void *args;
  118. uint32_t reserved[6];
  119. } rtKernelTaskInfoEx_t;
  120. typedef struct tagEventTaskInfo {
  121. uint32_t eventID;
  122. uint32_t reserved[9];
  123. } rtEventTaskInfo_t;
  124. typedef struct tagStreamSwitchTaskInfo {
  125. int64_t value;
  126. uint64_t pValuePtr;
  127. uint32_t trueStreamID;
  128. uint32_t dataType;
  129. uint32_t reserved[4];
  130. } rtStreamSwitchTaskInfo_t;
  131. typedef struct tagStreamSwitchNTaskInfo {
  132. uint64_t pValuePtr;
  133. uint64_t pTrueStreamPtr;
  134. uint32_t size;
  135. uint32_t elementSize;
  136. uint32_t dataType;
  137. uint32_t reserved[3];
  138. } rtStreamSwitchNTaskInfo_t;
  139. typedef struct tagStreamActiveTaskInfo {
  140. uint32_t activeStreamID;
  141. uint32_t reserved[9];
  142. } rtStreamActiveTaskInfo_t;
  143. typedef struct tagSetTaskInfo {
  144. uint16_t labelId;
  145. uint32_t reserved[9];
  146. } rtLabelSetTaskInfo_t;
  147. typedef struct tagSwitchTaskInfo {
  148. uint32_t value;
  149. uint32_t reserved[9];
  150. } rtLabelSwitchTaskInfo_t;
  151. typedef struct tagLabelGotoTaskInfo {
  152. uint16_t labelId;
  153. uint32_t reserved[9];
  154. } rtLabelGotoTaskInfo_t;
  155. typedef struct tagProfilerTraceTaskInfo {
  156. uint64_t profilerTraceId;
  157. uint32_t notify : 8;
  158. uint32_t reserved_ : 24;
  159. uint32_t flags;
  160. uint32_t reserved[6];
  161. } rtProfilerTrace_t;
  162. typedef struct tagrtMemcpyAsyncTaskInfo {
  163. void *dst;
  164. uint64_t destMax;
  165. void *src;
  166. uint64_t count;
  167. uint32_t kind;
  168. uint32_t reserved;
  169. } rtMemcpyAsyncTaskInfo_t;
  170. typedef struct tagrtNotifyTaskInfo {
  171. uint32_t notifyID;
  172. uint32_t reserved[9];
  173. } rtNotifyTaskInfo_t;
  174. typedef struct tagrtReduceAsyncTaskInfo {
  175. void *dst;
  176. uint64_t destMax;
  177. void *src;
  178. uint64_t count;
  179. uint32_t kind;
  180. uint32_t type;
  181. } rtReduceAsyncTaskInfo_t;
  182. typedef struct tagrtRdmaSendTaskInfo {
  183. uint32_t index;
  184. uint32_t wqe_index;
  185. uint32_t reserved[8];
  186. } rtRdmaSendTaskInfo_t;
  187. typedef struct tagrtRdmaDbSendTaskInfo {
  188. uint64_t dbInfo;
  189. uint32_t dbIndex;
  190. uint32_t reserved[7]; // offset 7
  191. } rtRdmaDbSendTaskInfo_t;
  192. typedef struct tagrtModelEndGraphTaskInfo {
  193. uint32_t modelId;
  194. uint32_t executorFlag;
  195. uint32_t reserved[8];
  196. } rtModelEndGraphTaskInfo_t;
  197. typedef struct tagrtStreamLabelSwitchByIndexTask_t {
  198. uint64_t indexPtr;
  199. uint64_t labelInfoPtr;
  200. uint32_t max;
  201. uint8_t reserved[20];
  202. } rtStreamLabelSwitchByIndexTask_t;
  203. typedef struct tagrtStreamLabelGotoTask_t {
  204. uint16_t labelId;
  205. uint16_t modelId;
  206. uint8_t reserved[36];
  207. } rtStreamLabelGotoTask_t;
  208. typedef struct tagTaskInfo {
  209. uint32_t type;
  210. uint32_t streamID;
  211. union {
  212. rtKernelTaskInfoEx_t kernelTaskEx;
  213. rtKernelTaskInfo_t kernelTask;
  214. rtEventTaskInfo_t eventTask;
  215. rtStreamSwitchTaskInfo_t streamSwitchTask;
  216. rtStreamActiveTaskInfo_t streamActiveTask;
  217. rtLabelSetTaskInfo_t labelSetTask;
  218. rtLabelSwitchTaskInfo_t labelSwitchTask;
  219. rtLabelGotoTaskInfo_t labelGotoTask;
  220. rtProfilerTrace_t profilertraceTask;
  221. rtMemcpyAsyncTaskInfo_t memcpyAsyncTask;
  222. rtNotifyTaskInfo_t notifyTask;
  223. rtReduceAsyncTaskInfo_t reduceAsyncTask;
  224. rtRdmaSendTaskInfo_t rdmaSendTask;
  225. rtRdmaDbSendTaskInfo_t rdmaDbSendTask;
  226. rtModelEndGraphTaskInfo_t modelEndGraphTask;
  227. rtStreamSwitchNTaskInfo_t streamSwitchNTask;
  228. rtStreamLabelSwitchByIndexTask_t streamLabelSwitchIndexTask;
  229. rtStreamLabelGotoTask_t streamLabelGotoTask;
  230. uint32_t reserved[10];
  231. } u;
  232. } rtTaskInfo_t;
  233. typedef struct tagLabelDevInfo_t {
  234. uint16_t modelId;
  235. uint16_t streamId;
  236. uint16_t labelId;
  237. }rtLabelDevInfo;
  238. typedef void *rtModel_t;
  239. typedef rtError_t (*rtTaskGenCallback)(rtModel_t model, rtTaskInfo_t *taskInfo);
  240. /**
  241. * @ingroup rt_model
  242. * @brief set callback for generate model
  243. * @param [in] callBack callback function
  244. * @return RT_ERROR_NONE for ok
  245. * @return RT_ERROR_INVALID_VALUE for error input
  246. */
  247. RTS_API rtError_t rtSetTaskGenCallback(rtTaskGenCallback callback);
  248. /**
  249. * @ingroup rt_model
  250. * @brief create model instance
  251. * @param [out] model created model
  252. * @param [in] flag reserved
  253. * @return RT_ERROR_NONE for ok
  254. * @return RT_ERROR_INVALID_VALUE for error input
  255. */
  256. RTS_API rtError_t rtModelCreate(rtModel_t *model, uint32_t flag);
  257. /**
  258. * @ingroup rt_model
  259. * @brief destroy model instance
  260. * @param [in] model model to destroy
  261. * @return RT_ERROR_NONE for ok
  262. * @return RT_ERROR_INVALID_VALUE for error input
  263. */
  264. RTS_API rtError_t rtModelDestroy(rtModel_t model);
  265. /**
  266. * @ingroup rt_model
  267. * @brief bind model and stream instance
  268. * @param [in] model binded model
  269. * @param [in] stream binded stream
  270. * @param [in] flag reserved
  271. * @return RT_ERROR_NONE for ok
  272. * @return RT_ERROR_INVALID_VALUE for error input
  273. */
  274. RTS_API rtError_t rtModelBindStream(rtModel_t model, rtStream_t stream, uint32_t flag);
  275. /**
  276. * @ingroup rt_model
  277. * @brief unbind model and stream instance
  278. * @param [in] model unbinded model
  279. * @param [in] stream unbinded stream
  280. * @return RT_ERROR_NONE for ok
  281. * @return RT_ERROR_INVALID_VALUE for error input
  282. */
  283. RTS_API rtError_t rtModelUnbindStream(rtModel_t model, rtStream_t stream);
  284. /**
  285. * @ingroup rt_model
  286. * @brief tell runtime Model has been Loaded
  287. * @param [in] model model to execute
  288. * @return RT_ERROR_NONE for ok
  289. */
  290. RTS_API rtError_t rtModelLoadComplete(rtModel_t model);
  291. /**
  292. * @ingroup rt_model
  293. * @brief execute model instance
  294. * @param [in] model model to execute
  295. * @return RT_ERROR_NONE for ok
  296. * @return RT_ERROR_INVALID_VALUE for error input
  297. */
  298. RTS_API rtError_t rtModelExecute(rtModel_t model, rtStream_t stream, uint32_t flag);
  299. /**
  300. * @ingroup rt_model
  301. * @brief get model the last persist task id
  302. * @param [in] model model to execute
  303. * @param [out] taskid last task id of the model
  304. * @param [out] streamid last steam id of the model
  305. * @return RT_ERROR_NONE for ok
  306. * @return RT_ERROR_INVALID_VALUE for error input
  307. */
  308. RTS_API rtError_t rtModelGetTaskId(rtModel_t model, uint32_t *taskid, uint32_t *streamid);
  309. /**
  310. * @ingroup rt_model
  311. * @brief add a end graph task to stream
  312. * @param [in] model model to execute
  313. * @param [in] end graph stream
  314. * @return RT_ERROR_NONE for ok
  315. * @return RT_ERROR_INVALID_VALUE for error input
  316. */
  317. RTS_API rtError_t rtEndGraph(rtModel_t model, rtStream_t stream);
  318. /**
  319. * @ingroup rt_model
  320. * @brief add a end graph task with flag to stream
  321. * @param [in] model model to execute
  322. * @param [in] end graph stream
  323. * @param [in] flags AICPU datadump
  324. * @return RT_ERROR_NONE for ok
  325. * @return RT_ERROR_INVALID_VALUE for error input
  326. */
  327. RTS_API rtError_t rtEndGraphEx(rtModel_t model, rtStream_t stream, uint32_t flags);
  328. /**
  329. * @ingroup rt_model
  330. * @brief add a end graph task to stream
  331. * @param [in] model model to execute
  332. * @param [in] flags EXECUTOR_TS | EXECUTOR_AICPU
  333. * @return RT_ERROR_NONE for ok
  334. * @return RT_ERROR_INVALID_VALUE for error input
  335. */
  336. RTS_API rtError_t rtModelExecutorSet(rtModel_t model, uint8_t flags);
  337. /**
  338. * @ingroup rt_model
  339. * @brief abort model
  340. * @param [in] model model to abort
  341. * @return RT_ERROR_NONE for ok
  342. * @return RT_ERROR_INVALID_VALUE for error input
  343. */
  344. RTS_API rtError_t rtModelAbort(rtModel_t model);
  345. /**
  346. * @ingroup rt_model
  347. * @brief bind queue
  348. * @param [in] model model to bind
  349. * @param [in] queueId queueId to bind
  350. * @param [in] flag
  351. * @return RT_ERROR_NONE for ok
  352. * @return RT_ERROR_INVALID_VALUE for error input
  353. */
  354. RTS_API rtError_t rtModelBindQueue(rtModel_t model, uint32_t queueId, rtModelQueueFlag_t flag);
  355. /**
  356. * @ingroup rt_model
  357. * @brief get model id
  358. * @param [in] model
  359. * @param [out] modelId model id
  360. * @return RT_ERROR_NONE for ok
  361. * @return RT_ERROR_INVALID_VALUE for error input
  362. */
  363. RTS_API rtError_t rtModelGetId(rtModel_t model, uint32_t *modelId);
  364. /*
  365. * @ingroup rt_model
  366. * @brief enable debug for dump overflow exception
  367. * @param [in] addr: ddr address of kernel exception dumpped
  368. * @param [in] model: model handle
  369. * @param [in] flag: debug flag
  370. * @return RT_ERROR_NONE for ok
  371. * @return RT_ERROR_INVALID_VALUE for error input
  372. */
  373. rtError_t rtDebugRegister(rtModel_t model, uint32_t flag, const void *addr, uint32_t *streamId, uint32_t *taskId);
  374. /*
  375. * @ingroup rt_model
  376. * @brief disable debug for dump overflow exception
  377. * @param [in] model: model handle
  378. * @return RT_ERROR_NONE for ok
  379. * @return RT_ERROR_INVALID_VALUE for error input
  380. */
  381. RTS_API rtError_t rtDebugUnRegister(rtModel_t model);
  382. #if defined(__cplusplus) && !defined(COMPILE_OMG_PACKAGE)
  383. }
  384. #endif
  385. #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