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rt_model.h 11 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. #ifdef __cplusplus
  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
  62. * @brief the type defination of aicpu model task command
  63. */
  64. typedef enum tagTsAicpuModelCmd {
  65. TS_AICPU_MODEL_LOAD = 1,
  66. TS_AICPU_MODEL_EXECUTE,
  67. TS_AICPU_MODEL_DESTROY,
  68. TS_AICPU_MODEL_ABORT,
  69. TS_AICPU_MODEL_RESERVED,
  70. } tsAicpuModelCmd;
  71. typedef struct tagAicpuTaskInfo {
  72. uint32_t taskID;
  73. uint32_t streamID;
  74. uint32_t kernelType;
  75. uint64_t kernelName;
  76. uint64_t kernelSo;
  77. uint64_t paraBase;
  78. uint32_t taskFlag;
  79. } rtAicpuTaskInfo_t;
  80. typedef struct tagModelStreamInfo {
  81. uint32_t streamID;
  82. uint32_t streamFlag;
  83. } rtModelStreamInfo_t;
  84. typedef struct tagModelQueueInfo {
  85. uint32_t queueID;
  86. uint32_t flag;
  87. } rtModelQueueInfo_t;
  88. typedef struct tagAicpuModelInfo {
  89. uint32_t moduleID;
  90. uint32_t tsId;
  91. uint16_t streamInfoNum;
  92. uint16_t aicpuTaskNum;
  93. uint64_t streamInfoPtr;
  94. uint64_t aicpuTaskPtr;
  95. uint16_t queueSize;
  96. uint64_t queueInfoPtr;
  97. } rtAicpuModelInfo_t;
  98. typedef struct tagKernelTaskInfo {
  99. uint16_t blockDim;
  100. uint16_t argsCount;
  101. uint16_t argsSize;
  102. uint16_t reserved;
  103. char *stubFunc;
  104. uint8_t *smDesc;
  105. uint8_t *args;
  106. uint16_t *argsOffset;
  107. } rtKernelTaskInfo_t;
  108. typedef struct tagKernelTaskInfoEx {
  109. uint32_t flags;
  110. uint32_t argsSize;
  111. void *args;
  112. uint32_t reserved[6];
  113. } rtKernelTaskInfoEx_t;
  114. typedef struct tagEventTaskInfo {
  115. uint32_t eventID;
  116. uint32_t reserved[9];
  117. } rtEventTaskInfo_t;
  118. typedef struct tagStreamSwitchTaskInfo {
  119. int64_t value;
  120. uint64_t pValuePtr;
  121. uint32_t trueStreamID;
  122. uint32_t dataType;
  123. uint32_t reserved[4];
  124. } rtStreamSwitchTaskInfo_t;
  125. typedef struct tagStreamSwitchNTaskInfo {
  126. uint64_t pValuePtr;
  127. uint64_t pTrueStreamPtr;
  128. uint32_t size;
  129. uint32_t elementSize;
  130. uint32_t dataType;
  131. uint32_t reserved[3];
  132. } rtStreamSwitchNTaskInfo_t;
  133. typedef struct tagStreamActiveTaskInfo {
  134. uint32_t activeStreamID;
  135. uint32_t reserved[9];
  136. } rtStreamActiveTaskInfo_t;
  137. typedef struct tagSetTaskInfo {
  138. uint16_t labelId;
  139. uint32_t reserved[9];
  140. } rtLabelSetTaskInfo_t;
  141. typedef struct tagSwitchTaskInfo {
  142. uint32_t value;
  143. uint32_t reserved[9];
  144. } rtLabelSwitchTaskInfo_t;
  145. typedef struct tagLabelGotoTaskInfo {
  146. uint16_t labelId;
  147. uint32_t reserved[9];
  148. } rtLabelGotoTaskInfo_t;
  149. typedef struct tagProfilerTraceTaskInfo {
  150. uint64_t profilerTraceId;
  151. uint32_t notify : 8;
  152. uint32_t reserved_ : 24;
  153. uint32_t flags;
  154. uint32_t reserved[6];
  155. } rtProfilerTrace_t;
  156. typedef struct tagrtMemcpyAsyncTaskInfo {
  157. void *dst;
  158. uint64_t destMax;
  159. void *src;
  160. uint64_t count;
  161. uint32_t kind;
  162. uint32_t reserved;
  163. } rtMemcpyAsyncTaskInfo_t;
  164. typedef struct tagrtNotifyTaskInfo {
  165. uint32_t notifyID;
  166. uint32_t reserved[9];
  167. } rtNotifyTaskInfo_t;
  168. typedef struct tagrtReduceAsyncTaskInfo {
  169. void *dst;
  170. uint64_t destMax;
  171. void *src;
  172. uint64_t count;
  173. uint32_t kind;
  174. uint32_t type;
  175. } rtReduceAsyncTaskInfo_t;
  176. typedef struct tagrtRdmaSendTaskInfo {
  177. uint32_t index;
  178. uint32_t wqe_index;
  179. uint32_t reserved[8];
  180. } rtRdmaSendTaskInfo_t;
  181. typedef struct tagrtRdmaDbSendTaskInfo {
  182. uint64_t dbInfo;
  183. uint32_t dbIndex;
  184. uint32_t reserved[7]; // offset 7
  185. } rtRdmaDbSendTaskInfo_t;
  186. typedef struct tagrtModelEndGraphTaskInfo {
  187. uint32_t modelId;
  188. uint32_t executorFlag;
  189. uint32_t reserved[8];
  190. } rtModelEndGraphTaskInfo_t;
  191. typedef struct tagrtStreamLabelSwitchByIndexTask_t {
  192. uint64_t indexPtr;
  193. uint64_t labelInfoPtr;
  194. uint32_t max;
  195. uint8_t reserved[20];
  196. } rtStreamLabelSwitchByIndexTask_t;
  197. typedef struct tagrtStreamLabelGotoTask_t {
  198. uint16_t labelId;
  199. uint16_t modelId;
  200. uint8_t reserved[36];
  201. } rtStreamLabelGotoTask_t;
  202. typedef struct tagTaskInfo {
  203. uint32_t type;
  204. uint32_t streamID;
  205. union {
  206. rtKernelTaskInfoEx_t kernelTaskEx;
  207. rtKernelTaskInfo_t kernelTask;
  208. rtEventTaskInfo_t eventTask;
  209. rtStreamSwitchTaskInfo_t streamSwitchTask;
  210. rtStreamActiveTaskInfo_t streamActiveTask;
  211. rtLabelSetTaskInfo_t labelSetTask;
  212. rtLabelSwitchTaskInfo_t labelSwitchTask;
  213. rtLabelGotoTaskInfo_t labelGotoTask;
  214. rtProfilerTrace_t profilertraceTask;
  215. rtMemcpyAsyncTaskInfo_t memcpyAsyncTask;
  216. rtNotifyTaskInfo_t notifyTask;
  217. rtReduceAsyncTaskInfo_t reduceAsyncTask;
  218. rtRdmaSendTaskInfo_t rdmaSendTask;
  219. rtRdmaDbSendTaskInfo_t rdmaDbSendTask;
  220. rtModelEndGraphTaskInfo_t modelEndGraphTask;
  221. rtStreamSwitchNTaskInfo_t streamSwitchNTask;
  222. rtStreamLabelSwitchByIndexTask_t streamLabelSwitchIndexTask;
  223. rtStreamLabelGotoTask_t streamLabelGotoTask;
  224. uint32_t reserved[10];
  225. } u;
  226. } rtTaskInfo_t;
  227. typedef struct tagLabelDevInfo_t {
  228. uint16_t modelId;
  229. uint16_t streamId;
  230. uint16_t labelId;
  231. }rtLabelDevInfo;
  232. typedef void *rtModel_t;
  233. typedef rtError_t (*rtTaskGenCallback)(rtModel_t model, rtTaskInfo_t *taskInfo);
  234. /**
  235. * @ingroup rt_model
  236. * @brief set callback for generate model
  237. * @param [in] callBack callback function
  238. * @return RT_ERROR_NONE for ok
  239. * @return RT_ERROR_INVALID_RESOURCE_HANDLE for error input handle
  240. */
  241. RTS_API rtError_t rtSetTaskGenCallback(rtTaskGenCallback callback);
  242. /**
  243. * @ingroup rt_model
  244. * @brief create model instance
  245. * @param [out] model created model
  246. * @param [in] flag reserved
  247. * @return RT_ERROR_NONE for ok
  248. * @return RT_ERROR_INVALID_RESOURCE_HANDLE for error input handle
  249. */
  250. RTS_API rtError_t rtModelCreate(rtModel_t *model, uint32_t flag);
  251. /**
  252. * @ingroup rt_model
  253. * @brief destroy model instance
  254. * @param [in] model model to destroy
  255. * @return RT_ERROR_NONE for ok
  256. * @return RT_ERROR_INVALID_RESOURCE_HANDLE for error input handle
  257. */
  258. RTS_API rtError_t rtModelDestroy(rtModel_t model);
  259. /**
  260. * @ingroup rt_model
  261. * @brief bind model and stream instance
  262. * @param [in] model binded model
  263. * @param [in] stream binded stream
  264. * @param [in] flag reserved
  265. * @return RT_ERROR_NONE for ok
  266. * @return RT_ERROR_INVALID_RESOURCE_HANDLE for error input handle
  267. */
  268. RTS_API rtError_t rtModelBindStream(rtModel_t model, rtStream_t stream, uint32_t flag);
  269. /**
  270. * @ingroup rt_model
  271. * @brief unbind model and stream instance
  272. * @param [in] model unbinded model
  273. * @param [in] stream unbinded stream
  274. * @return RT_ERROR_NONE for ok
  275. * @return RT_ERROR_INVALID_RESOURCE_HANDLE for error input handle
  276. */
  277. RTS_API rtError_t rtModelUnbindStream(rtModel_t model, rtStream_t stream);
  278. /**
  279. * @ingroup rt_model
  280. * @brief tell runtime Model has been Loaded
  281. * @param [in] model model to execute
  282. * @return RT_ERROR_NONE for ok
  283. */
  284. RTS_API rtError_t rtModelLoadComplete(rtModel_t model);
  285. /**
  286. * @ingroup rt_model
  287. * @brief execute model instance
  288. * @param [in] model model to execute
  289. * @return RT_ERROR_NONE for ok
  290. * @return RT_ERROR_INVALID_RESOURCE_HANDLE for error input handle
  291. */
  292. RTS_API rtError_t rtModelExecute(rtModel_t model, rtStream_t stream, uint32_t flag);
  293. /**
  294. * @ingroup rt_model
  295. * @brief get model the last persist task id
  296. * @param [in] model model to execute
  297. * @param [out] taskid last task id of the model
  298. * @param [out] streamid last steam id of the model
  299. * @return RT_ERROR_NONE for ok
  300. * @return RT_ERROR_INVALID_VALUE for error input handle
  301. */
  302. RTS_API rtError_t rtModelGetTaskId(rtModel_t model, uint32_t *taskid, uint32_t *streamid);
  303. /**
  304. * @ingroup rt_model
  305. * @brief add a end graph task to stream
  306. * @param [in] model model to execute
  307. * @param [in] end graph stream
  308. * @return RT_ERROR_NONE for ok
  309. * @return RT_ERROR_INVALID_VALUE for error input handle
  310. */
  311. RTS_API rtError_t rtEndGraph(rtModel_t model, rtStream_t stream);
  312. /**
  313. * @ingroup rt_model
  314. * @brief add a end graph task with flag to stream
  315. * @param [in] model model to execute
  316. * @param [in] end graph stream
  317. * @param [in] flags AICPU datadump
  318. * @return RT_ERROR_NONE for ok
  319. * @return RT_ERROR_INVALID_VALUE for error input handle
  320. */
  321. RTS_API rtError_t rtEndGraphEx(rtModel_t model, rtStream_t stream, uint32_t flags);
  322. /**
  323. * @ingroup rt_model
  324. * @brief add a end graph task to stream
  325. * @param [in] model model to execute
  326. * @param [in] flags EXECUTOR_TS | EXECUTOR_AICPU
  327. * @return RT_ERROR_NONE for ok
  328. * @return RT_ERROR_INVALID_VALUE for error input handle
  329. */
  330. RTS_API rtError_t rtModelExecutorSet(rtModel_t model, uint8_t flags);
  331. /**
  332. * @ingroup rt_model
  333. * @brief abort model
  334. * @param [in] model model to abort
  335. * @return RT_ERROR_NONE for ok
  336. * @return RT_ERROR_INVALID_VALUE for error input handle
  337. */
  338. RTS_API rtError_t rtModelAbort(rtModel_t model);
  339. /**
  340. * @ingroup rt_model
  341. * @brief bind queue
  342. * @param [in] model model to bind
  343. * @param [in] queueId queueId to bind
  344. * @param [in] flag
  345. * @return RT_ERROR_NONE for ok
  346. * @return RT_ERROR_INVALID_VALUE for error input handle
  347. */
  348. RTS_API rtError_t rtModelBindQueue(rtModel_t model, uint32_t queueId, rtModelQueueFlag_t flag);
  349. /**
  350. * @ingroup rt_model
  351. * @brief get model id
  352. * @param [in] model
  353. * @param [out] modelId model id
  354. * @return RT_ERROR_NONE for ok
  355. * @return RT_ERROR_INVALID_VALUE for error input handle
  356. */
  357. RTS_API rtError_t rtModelGetId(rtModel_t model, uint32_t *modelId);
  358. #ifdef __cplusplus
  359. }
  360. #endif
  361. #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