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