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kernel.h 17 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_KERNEL_H__
  17. #define __CCE_RUNTIME_KERNEL_H__
  18. #include "base.h"
  19. #include "stream.h"
  20. #if defined(__cplusplus) && !defined(COMPILE_OMG_PACKAGE)
  21. extern "C" {
  22. #endif
  23. /**
  24. * @ingroup rt_kernel
  25. * @brief shared memory data control
  26. */
  27. typedef struct tagRtSmData {
  28. uint64_t L2_mirror_addr; // preload or swap source address
  29. uint32_t L2_data_section_size; // every data size
  30. uint8_t L2_preload; // 1 - preload from mirrorAddr, 0 - no preload
  31. uint8_t modified; // 1 - data will be modified by kernel, 0 - no modified
  32. uint8_t priority; // data priority
  33. int8_t prev_L2_page_offset_base; // remap source section offset
  34. uint8_t L2_page_offset_base; // remap destination section offset
  35. uint8_t L2_load_to_ddr; // 1 - need load out, 0 - no need
  36. uint8_t reserved[2]; // reserved
  37. } rtSmData_t;
  38. /**
  39. * @ingroup rt_kernel
  40. * @brief shared memory description
  41. */
  42. typedef struct tagRtSmCtrl {
  43. rtSmData_t data[8]; // data description
  44. uint64_t size; // max page Num
  45. uint8_t remap[64]; /* just using for static remap mode, default:0xFF
  46. array index: virtual l2 page id, array value: physic l2 page id */
  47. uint8_t l2_in_main; // 0-DDR, 1-L2, default:0xFF
  48. uint8_t reserved[3];
  49. } rtSmDesc_t;
  50. typedef rtSmDesc_t rtL2Ctrl_t;
  51. /**
  52. * @ingroup rt_kernel
  53. * @brief device binary type
  54. */
  55. typedef struct tagRtDevBinary {
  56. uint32_t magic; // magic number
  57. uint32_t version; // version of binary
  58. const void *data; // binary data
  59. uint64_t length; // binary length
  60. } rtDevBinary_t;
  61. /**
  62. * @ingroup rt_kernel
  63. * @brief function mode type
  64. */
  65. #define ONLINE_PROF_MAX_PMU_NUM (8)
  66. typedef struct ProfilefDataInfo {
  67. const void *stubFunc;
  68. uint32_t blockDim;
  69. const void *args;
  70. uint32_t argsSize;
  71. rtSmDesc_t *smDesc;
  72. rtStream_t stream;
  73. uint64_t totalcycle;
  74. uint64_t ovcycle;
  75. uint64_t pmu_cnt[ONLINE_PROF_MAX_PMU_NUM];
  76. } rtProfDataInfo_t;
  77. /**
  78. * @ingroup rt_kernel
  79. * @brief function mode type
  80. */
  81. typedef enum {
  82. FUNC_MODE_NORMAL = 0,
  83. FUNC_MODE_PCTRACE_USERPROFILE_RECORDLOOP,
  84. FUNC_MODE_PCTRACE_USERPROFILE_SKIPLOOP,
  85. FUNC_MODE_PCTRACE_CYCLECNT_RECORDLOOP,
  86. FUNC_MODE_PCTRACE_CYCLECNT_SKIPLOOP,
  87. FUNC_MODE_BUTT
  88. } rtFuncModeType_t;
  89. /**
  90. * @ingroup rt_kernel
  91. * @brief kernel info
  92. */
  93. typedef struct rtKernelInfo {
  94. uint64_t task_offset; // kernel offset in module
  95. /* flowtable */
  96. void *arg; // launch kernel arg
  97. uint32_t arg_size;
  98. /* module */
  99. void *module_addr; // module::baseaddr_
  100. uint32_t module_size;
  101. } * rtKernelInfo_t;
  102. /**
  103. * @ingroup rt_KernelConfigDump
  104. * @brief device dump type
  105. */
  106. typedef enum tagRtDumpKind {
  107. RT_DATA_DUMP_KIND_INVALID = -1,
  108. RT_DATA_DUMP_KIND_DUMP = 0,
  109. RT_DATA_DUMP_KIND_RESERVED
  110. } rtDumpKind_t;
  111. /**
  112. * @ingroup rt_kernel
  113. * @brief report callback
  114. */
  115. typedef rtError_t (*rtKernelReportCallback)(rtStream_t stream, rtKernelInfo_t kernelInfo);
  116. /**
  117. * @ingroup rt_kernel
  118. * @brief stream report callback
  119. */
  120. typedef void (*rtCallback_t)(void *fnData);
  121. /**
  122. * @ingroup rt_kernel
  123. * @brief magic number of plain binary for aicore
  124. */
  125. #define RT_DEV_BINARY_MAGIC_PLAIN 0xabceed50
  126. /**
  127. * @ingroup rt_kernel
  128. * @brief magic number of plain binary for aicpu
  129. */
  130. #define RT_DEV_BINARY_MAGIC_PLAIN_AICPU 0xabceed51
  131. /**
  132. * @ingroup rt_kernel
  133. * @brief magic number of plain binary for aivector
  134. */
  135. #define RT_DEV_BINARY_MAGIC_PLAIN_AIVEC 0xabceed52
  136. /**
  137. * @ingroup rt_kernel
  138. * @brief magic number of elf binary for aicore
  139. */
  140. #define RT_DEV_BINARY_MAGIC_ELF 0x43554245
  141. /**
  142. * @ingroup rt_kernel
  143. * @brief magic number of elf binary for aicpu
  144. */
  145. #define RT_DEV_BINARY_MAGIC_ELF_AICPU 0x41415243
  146. /**
  147. * @ingroup rt_kernel
  148. * @brief magic number of elf binary for aivector
  149. */
  150. #define RT_DEV_BINARY_MAGIC_ELF_AIVEC 0x41415246
  151. /**
  152. * @ingroup rt_kernel_flags
  153. * @brief kernel op bit flags
  154. */
  155. #define RT_KERNEL_DEFAULT (0x00)
  156. #define RT_KERNEL_CONVERT (0x01)
  157. #define RT_KERNEL_DUMPFLAG (0x02)
  158. #define RT_FUSION_KERNEL_DUMPFLAG (0x04)
  159. #define RT_KERNEL_CUSTOM_AICPU (0x08)
  160. /**
  161. * @ingroup rt_kernel
  162. * @brief kernel L1 Fusion Dump bit flags
  163. */
  164. #define RT_DDR_ADDR (0x0)
  165. /**
  166. * @ingroup rt_kernel
  167. * @brief register device binary
  168. * @param [in] bin device binary description
  169. * @param [out] handle device binary handle
  170. * @return RT_ERROR_NONE for ok
  171. * @return RT_ERROR_INVALID_VALUE for error input
  172. */
  173. RTS_API rtError_t rtDevBinaryRegister(const rtDevBinary_t *bin, void **handle);
  174. /**
  175. * @ingroup rt_kernel
  176. * @brief register fast memeory device binary
  177. * @param [in] handle device binary handle
  178. * @return RT_ERROR_NONE for ok
  179. * @return RT_ERROR_INVALID_VALUE for error input
  180. */
  181. RTS_API rtError_t rtBinaryRegisterToFastMemory(void *handle);
  182. /**
  183. * @ingroup rt_kernel
  184. * @brief unregister device binary
  185. * @param [in] handle device binary handle
  186. * @return RT_ERROR_NONE for ok
  187. * @return RT_ERROR_INVALID_VALUE for error input
  188. */
  189. RTS_API rtError_t rtDevBinaryUnRegister(void *handle);
  190. /**
  191. * @ingroup rt_kernel
  192. * @brief register device binary metadata
  193. * @param [in] handle device binary description
  194. * @param [in] metadata device binary metadata
  195. * @return RT_ERROR_NONE for ok
  196. * @return RT_ERROR_INVALID_VALUE for error input
  197. */
  198. RTS_API rtError_t rtMetadataRegister(void *handle, const char *metadata);
  199. /**
  200. * @ingroup rt_kernel
  201. * @brief register device binary dependency
  202. * @param [in] mHandle master device binary description
  203. * @param [in] sHandle slave device binary description
  204. * @return RT_ERROR_NONE for ok
  205. * @return RT_ERROR_INVALID_VALUE for error input
  206. */
  207. RTS_API rtError_t rtDependencyRegister(void *mHandle, void *sHandle);
  208. /**
  209. * @ingroup rt_kernel
  210. * @brief register device function
  211. * @param [in] binHandle device binary handle
  212. * @param [in] stubFunc stub function
  213. * @param [in] stubName stub function name
  214. * @param [in] devFunc device function description. symbol name or address
  215. * offset, depending binary type.
  216. * @return RT_ERROR_NONE for ok
  217. * @return RT_ERROR_INVALID_VALUE for error input
  218. */
  219. RTS_API rtError_t rtFunctionRegister(void *binHandle, const void *stubFunc, const char *stubName, const void *devFunc,
  220. uint32_t funcMode);
  221. /**
  222. * @ingroup rt_kernel
  223. * @brief find stub function by name
  224. * @param [in] stubName stub function name
  225. * @param [out] stubFunc stub function
  226. * @return RT_ERROR_NONE for ok
  227. * @return RT_ERROR_INVALID_VALUE for error input
  228. */
  229. RTS_API rtError_t rtGetFunctionByName(const char *stubName, void **stubFunc);
  230. /**
  231. * @ingroup rt_kernel
  232. * @brief find addr by stub func
  233. * @param [in] stubFunc stub function
  234. * @param [out] addr
  235. * @return RT_ERROR_NONE for ok
  236. * @return RT_ERROR_INVALID_VALUE for error input
  237. */
  238. RTS_API rtError_t rtGetAddrByFun(const void *stubFunc, void **addr);
  239. /**
  240. * @ingroup rt_kernel
  241. * @brief query registered or not by stubName
  242. * @param [in] stubName stub function name
  243. * @return RT_ERROR_NONE for ok
  244. * @return RT_ERROR_INVALID_VALUE for error input
  245. */
  246. RTS_API rtError_t rtQueryFunctionRegistered(const char *stubName);
  247. /**
  248. * @ingroup rt_kernel
  249. * @brief config data dump
  250. * @param [in] dumpSizePerBlock dump size
  251. * @param [in] blockDim block dimentions
  252. * @param [in] dumpBaseAddr dump base address
  253. * @return RT_ERROR_NONE for ok
  254. * @return RT_ERROR_INVALID_VALUE for error input
  255. */
  256. RTS_API rtError_t rtKernelConfigDump(uint32_t kind, uint32_t dumpSizePerBlock, uint32_t blockDim, void **dumpBaseAddr,
  257. rtStream_t stream_);
  258. /**
  259. * @ingroup rt_kernel
  260. * @brief launch kernel to device
  261. * @param [in] stubFunc stub function
  262. * @param [in] blockDim block dimentions
  263. * @param [in] args argments address for kernel function
  264. * @param [in] argsSize argements size
  265. * @param [in] smDesc shared memory description
  266. * @param [in] stream associated stream
  267. * @return RT_ERROR_NONE for ok
  268. * @return RT_ERROR_INVALID_VALUE for error input
  269. */
  270. RTS_API rtError_t rtKernelLaunch(const void *stubFunc, uint32_t blockDim, void *args, uint32_t argsSize,
  271. rtSmDesc_t *smDesc, rtStream_t stream);
  272. /**
  273. * @ingroup rt_kernel
  274. * @brief launch kernel to device
  275. * @param [in] stubFunc stub function
  276. * @param [in] blockDim block dimentions
  277. * @param [in] args argments address for kernel function
  278. * @param [in] argsSize argements size
  279. * @param [in] smDesc shared memory description
  280. * @param [in] stream associated stream
  281. * @param [in] flag dump flag
  282. * @return RT_ERROR_NONE for ok
  283. * @return RT_ERROR_INVALID_VALUE for error input
  284. */
  285. RTS_API rtError_t rtKernelLaunchWithFlag(const void *stubFunc, uint32_t blockDim, void *args, uint32_t argsSize,
  286. rtSmDesc_t *smDesc, rtStream_t stream, uint32_t flags);
  287. /**
  288. * @ingroup rt_kernel
  289. * @brief launch kernel to device
  290. * @param [in] args argments address for kernel function
  291. * @param [in] argsSize argements size
  292. * @param [in] flags launch flags
  293. * @param [in] stream associated stream
  294. * @return RT_ERROR_NONE for ok
  295. * @return RT_ERROR_INVALID_VALUE for error input
  296. */
  297. RTS_API rtError_t rtKernelLaunchEx(void *args, uint32_t argsSize, uint32_t flags, rtStream_t stream);
  298. /**
  299. * @ingroup rt_kernel
  300. * @brief launch cpu kernel to device
  301. * @param [in] soName so name
  302. * @param [in] kernelName kernel name
  303. * @param [in] blockDim block dimentions
  304. * @param [in] args argments address for kernel function
  305. * @param [in] argsSize argments size
  306. * @param [in] smDesc shared memory description
  307. * @param [in] stream associated stream
  308. * @return RT_ERROR_NONE for ok
  309. * @return RT_ERROR_INVALID_VALUE for error input
  310. */
  311. RTS_API rtError_t rtCpuKernelLaunch(const void *soName, const void *kernelName, uint32_t blockDim, const void *args,
  312. uint32_t argsSize, rtSmDesc_t *smDesc, rtStream_t stream);
  313. /**
  314. * @ingroup rt_kernel
  315. * @brief launch cpu kernel to device with dump identifier
  316. * @param [in] soName so name
  317. * @param [in] kernelName kernel name
  318. * @param [in] blockDim block dimentions
  319. * @param [in] args argments address for kernel function
  320. * @param [in] argsSize argments size
  321. * @param [in] smDesc shared memory description
  322. * @param [in] stream associated stream
  323. * @param [in] flag dump flag or others function flag
  324. * @return RT_ERROR_NONE for ok
  325. * @return RT_ERROR_INVALID_VALUE for error input
  326. */
  327. RTS_API rtError_t rtCpuKernelLaunchWithFlag(const void *soName, const void *kernelName, uint32_t blockDim,
  328. const void *args, uint32_t argsSize, rtSmDesc_t *smDesc, rtStream_t stream,
  329. uint32_t flags);
  330. typedef void *rtModel_t;
  331. /**
  332. * @ingroup rt_kernel
  333. * @brief L1 fusion dump addr transfered to device
  334. * @param [in] model handle info
  335. * @param [in] addr ddr address of L1 Fusion Dump
  336. * @param [in] dumpSize memory size
  337. * @param [in] flag memory flag
  338. * @return RT_ERROR_NONE for ok
  339. * @return RT_ERROR_INVALID_VALUE for error input
  340. */
  341. RTS_API rtError_t rtDumpAddrSet(rtModel_t model, void *addr , uint32_t dumpSize, uint32_t flag);
  342. /**
  343. * @ingroup rt_kernel
  344. * @brief load dump info to aicpu
  345. * @param [in] dumpInfo dump info
  346. * @param [in] length length of dump info
  347. * @return RT_ERROR_NONE for ok
  348. * @return RT_ERROR_INVALID_VALUE for error input
  349. */
  350. RTS_API rtError_t rtDatadumpInfoLoad(const void *dumpInfo, uint32_t length);
  351. #ifndef __CLANG_CCE_RUNTIME_H__
  352. #define __CLANG_CCE_RUNTIME_H__
  353. /**
  354. * @ingroup rt_kernel
  355. * @brief configure call argment for next rtLaunch in current thread
  356. * @param [in] numBlocks block dimentions
  357. * @param [in] smDesc shared memory description
  358. * @param [in] stream associated stream
  359. * @return RT_ERROR_NONE for ok
  360. * @return RT_ERROR_INVALID_VALUE for error input
  361. */
  362. #ifdef __cplusplus
  363. RTS_API rtError_t rtConfigureCall(uint32_t numBlocks, rtSmDesc_t *smDesc = nullptr, rtStream_t stream = nullptr);
  364. #else
  365. RTS_API rtError_t rtConfigureCall(uint32_t numBlocks, rtSmDesc_t *smDesc, rtStream_t stream);
  366. #endif
  367. #endif // __CLANG_CCE_RUNTIME_H__
  368. /**
  369. * @ingroup rt_kernel
  370. * @brief setup argment for next rtLaunch in current thread
  371. * @param [in] arg argment address for kernel function
  372. * @param [in] size argment size
  373. * @param [in] offset argment table offset
  374. * @return RT_ERROR_NONE for ok
  375. * @return RT_ERROR_INVALID_VALUE for error input
  376. */
  377. RTS_API rtError_t rtSetupArgument(const void *arg, uint32_t size, uint32_t offset);
  378. /**
  379. * @ingroup rt_kernel
  380. * @brief launch kernel to device with previous setting kernel argment
  381. * and call argment
  382. * @param [in] stubFunc stub function
  383. * @return RT_ERROR_NONE for ok
  384. * @return RT_ERROR_INVALID_VALUE for error input
  385. */
  386. RTS_API rtError_t rtLaunch(const void *stubFunc);
  387. /**
  388. * @ingroup rt_kernel
  389. * @brief implicitly transfered data to device.
  390. * lifecycle end after next kernel task finish
  391. * @param [in] ptr host memory
  392. * @param [in] size host memory size
  393. * @param [in] flag reserved. set to 0
  394. * @param [out] arg returned arg. used for next kernel's arg.
  395. * @return RT_ERROR_NONE for ok
  396. * @return RT_ERROR_INVALID_VALUE for error input
  397. */
  398. RTS_API rtError_t rtKernelConfigTransArg(const void *ptr, uint64_t size, uint32_t flag, void **arg);
  399. /**
  400. * @ingroup rt_kernel
  401. * @brief start fusion kernels.
  402. * @param [in] stream stream for fusion kernels
  403. * @return RT_ERROR_NONE for ok
  404. * @return RT_ERROR_INVALID_VALUE for error input
  405. */
  406. RTS_API rtError_t rtKernelFusionStart(rtStream_t stream);
  407. /**
  408. * @ingroup rt_kernel
  409. * @brief end fusion kernels.
  410. * @param [in] stream stream for fusion kernels
  411. * @return RT_ERROR_NONE for ok
  412. * @return RT_ERROR_INVALID_VALUE for error input
  413. */
  414. RTS_API rtError_t rtKernelFusionEnd(rtStream_t stream);
  415. /**
  416. * @ingroup rt_kernel
  417. * @brief set kernelinfo callback
  418. * @param [in] callback
  419. * @return RT_ERROR_NONE for ok
  420. * @return RT_ERROR_INVALID_VALUE for error input
  421. */
  422. RTS_API rtError_t rtSetKernelReportCallback(rtKernelReportCallback callBack);
  423. /**
  424. * @ingroup rt_kernel
  425. * @brief subscribe stream callback report.
  426. * @param [in] threadId thread id for stream
  427. * @param [in] stream stream for subscribe
  428. * @return RT_ERROR_NONE for ok
  429. * @return RT_ERROR_INVALID_VALUE for error input
  430. */
  431. RTS_API rtError_t rtSubscribeReport(uint64_t threadId, rtStream_t stream);
  432. /**
  433. * @ingroup rt_kernel
  434. * @brief add callback launch task in stream.
  435. * @param [in] callBackFunc app callback function
  436. * @param [in] fnData user data
  437. * @param [in] stream subscribed stream
  438. * @return RT_ERROR_NONE for ok
  439. * @return RT_ERROR_INVALID_VALUE for error input
  440. */
  441. RTS_API rtError_t rtCallbackLaunch(rtCallback_t callBackFunc, void *fnData, rtStream_t stream, bool isBlock);
  442. /**
  443. * @ingroup rt_kernel
  444. * @brief process callback report.
  445. * @param [in] timeout if timeout=-1, while(1); else timeout
  446. * @return RT_ERROR_NONE for ok
  447. * @return RT_ERROR_INVALID_VALUE for error input
  448. */
  449. RTS_API rtError_t rtProcessReport(int32_t timeout);
  450. /**
  451. * @ingroup rt_kernel
  452. * @brief unsubscribe callback report.
  453. * @param [in] threadId thread id for stream
  454. * @param [in] stream stream for subscribe
  455. * @return RT_ERROR_NONE for ok
  456. * @return RT_ERROR_INVALID_VALUE for error input
  457. */
  458. RTS_API rtError_t rtUnSubscribeReport(uint64_t threadId, rtStream_t stream);
  459. /**
  460. * @ingroup profiling_base
  461. * @brief start online prof.
  462. * @return RT_ERROR_NONE for ok
  463. * @return RT_ERROR_INVALID_VALUE for error input
  464. */
  465. RTS_API rtError_t rtStartOnlineProf(rtStream_t stream, uint32_t sampleNum);
  466. /**
  467. * @ingroup profiling_base
  468. * @brief stop online prof.
  469. * @return RT_ERROR_NONE for ok
  470. * @return RT_ERROR_INVALID_VALUE for error input
  471. */
  472. RTS_API rtError_t rtStopOnlineProf(rtStream_t stream);
  473. /**
  474. * @ingroup profiling_base
  475. * @brief get online prof.
  476. * @return RT_ERROR_NONE for ok
  477. * @return RT_ERROR_INVALID_VALUE for error input
  478. */
  479. RTS_API rtError_t rtGetOnlineProfData(rtStream_t stream, rtProfDataInfo_t *pProfData, uint32_t profDataNum);
  480. #if defined(__cplusplus) && !defined(COMPILE_OMG_PACKAGE)
  481. }
  482. #endif
  483. #endif // __CCE_RUNTIME_KERNEL_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