bcsr_interface.c 17 KB

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  1. /* StarPU --- Runtime system for heterogeneous multicore architectures.
  2. *
  3. * Copyright (C) 2009, 2010-2012 Université de Bordeaux 1
  4. * Copyright (C) 2010, 2011, 2012 Centre National de la Recherche Scientifique
  5. *
  6. * StarPU is free software; you can redistribute it and/or modify
  7. * it under the terms of the GNU Lesser General Public License as published by
  8. * the Free Software Foundation; either version 2.1 of the License, or (at
  9. * your option) any later version.
  10. *
  11. * StarPU is distributed in the hope that it will be useful, but
  12. * WITHOUT ANY WARRANTY; without even the implied warranty of
  13. * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.
  14. *
  15. * See the GNU Lesser General Public License in COPYING.LGPL for more details.
  16. */
  17. #include <starpu.h>
  18. #include <common/config.h>
  19. #include <datawizard/coherency.h>
  20. #include <datawizard/copy_driver.h>
  21. #include <datawizard/filters.h>
  22. #include <starpu_hash.h>
  23. #include <starpu_cuda.h>
  24. #include <starpu_opencl.h>
  25. #include <drivers/opencl/driver_opencl.h>
  26. /*
  27. * BCSR : blocked CSR, we use blocks of size (r x c)
  28. */
  29. static int copy_ram_to_ram(void *src_interface, unsigned src_node STARPU_ATTRIBUTE_UNUSED, void *dst_interface, unsigned dst_node STARPU_ATTRIBUTE_UNUSED);
  30. #ifdef STARPU_USE_CUDA
  31. static int copy_ram_to_cuda(void *src_interface, unsigned src_node STARPU_ATTRIBUTE_UNUSED, void *dst_interface, unsigned dst_node STARPU_ATTRIBUTE_UNUSED);
  32. static int copy_cuda_to_ram(void *src_interface, unsigned src_node STARPU_ATTRIBUTE_UNUSED, void *dst_interface, unsigned dst_node STARPU_ATTRIBUTE_UNUSED);
  33. static int copy_cuda_to_cuda(void *src_interface, unsigned src_node STARPU_ATTRIBUTE_UNUSED, void *dst_interface, unsigned dst_node STARPU_ATTRIBUTE_UNUSED);
  34. #endif
  35. #ifdef STARPU_USE_OPENCL
  36. static int copy_ram_to_opencl(void *src_interface, unsigned src_node STARPU_ATTRIBUTE_UNUSED, void *dst_interface, unsigned dst_node STARPU_ATTRIBUTE_UNUSED);
  37. static int copy_opencl_to_ram(void *src_interface, unsigned src_node STARPU_ATTRIBUTE_UNUSED, void *dst_interface, unsigned dst_node STARPU_ATTRIBUTE_UNUSED);
  38. #endif
  39. static struct starpu_data_copy_methods bcsr_copy_data_methods_s =
  40. {
  41. .ram_to_ram = copy_ram_to_ram,
  42. .ram_to_spu = NULL,
  43. #ifdef STARPU_USE_CUDA
  44. .ram_to_cuda = copy_ram_to_cuda,
  45. .cuda_to_ram = copy_cuda_to_ram,
  46. .cuda_to_cuda = copy_cuda_to_cuda,
  47. #endif
  48. #ifdef STARPU_USE_OPENCL
  49. .ram_to_opencl = copy_ram_to_opencl,
  50. .opencl_to_ram = copy_opencl_to_ram,
  51. #endif
  52. .cuda_to_spu = NULL,
  53. .spu_to_ram = NULL,
  54. .spu_to_cuda = NULL,
  55. .spu_to_spu = NULL
  56. };
  57. static void register_bcsr_handle(starpu_data_handle_t handle, uint32_t home_node, void *data_interface);
  58. static ssize_t allocate_bcsr_buffer_on_node(void *data_interface, uint32_t dst_node);
  59. static void free_bcsr_buffer_on_node(void *data_interface, uint32_t node);
  60. static size_t bcsr_interface_get_size(starpu_data_handle_t handle);
  61. static int bcsr_compare(void *data_interface_a, void *data_interface_b);
  62. static uint32_t footprint_bcsr_interface_crc32(starpu_data_handle_t handle);
  63. static struct starpu_data_interface_ops interface_bcsr_ops =
  64. {
  65. .register_data_handle = register_bcsr_handle,
  66. .allocate_data_on_node = allocate_bcsr_buffer_on_node,
  67. .free_data_on_node = free_bcsr_buffer_on_node,
  68. .copy_methods = &bcsr_copy_data_methods_s,
  69. .get_size = bcsr_interface_get_size,
  70. .interfaceid = STARPU_BCSR_INTERFACE_ID,
  71. .interface_size = sizeof(struct starpu_bcsr_interface),
  72. .footprint = footprint_bcsr_interface_crc32,
  73. .compare = bcsr_compare
  74. };
  75. static void register_bcsr_handle(starpu_data_handle_t handle, uint32_t home_node, void *data_interface)
  76. {
  77. struct starpu_bcsr_interface *bcsr_interface = (struct starpu_bcsr_interface *) data_interface;
  78. unsigned node;
  79. for (node = 0; node < STARPU_MAXNODES; node++)
  80. {
  81. struct starpu_bcsr_interface *local_interface = (struct starpu_bcsr_interface *)
  82. starpu_data_get_interface_on_node(handle, node);
  83. if (node == home_node)
  84. {
  85. local_interface->nzval = bcsr_interface->nzval;
  86. local_interface->colind = bcsr_interface->colind;
  87. local_interface->rowptr = bcsr_interface->rowptr;
  88. }
  89. else
  90. {
  91. local_interface->nzval = 0;
  92. local_interface->colind = NULL;
  93. local_interface->rowptr = NULL;
  94. }
  95. local_interface->nnz = bcsr_interface->nnz;
  96. local_interface->nrow = bcsr_interface->nrow;
  97. local_interface->firstentry = bcsr_interface->firstentry;
  98. local_interface->r = bcsr_interface->r;
  99. local_interface->c = bcsr_interface->c;
  100. local_interface->elemsize = bcsr_interface->elemsize;
  101. }
  102. }
  103. void starpu_bcsr_data_register(starpu_data_handle_t *handleptr, uint32_t home_node,
  104. uint32_t nnz, uint32_t nrow, uintptr_t nzval, uint32_t *colind,
  105. uint32_t *rowptr, uint32_t firstentry,
  106. uint32_t r, uint32_t c, size_t elemsize)
  107. {
  108. struct starpu_bcsr_interface bcsr_interface =
  109. {
  110. .nzval = nzval,
  111. .colind = colind,
  112. .rowptr = rowptr,
  113. .nnz = nnz,
  114. .nrow = nrow,
  115. .firstentry = firstentry,
  116. .r = r,
  117. .c = c,
  118. .elemsize = elemsize
  119. };
  120. starpu_data_register(handleptr, home_node, &bcsr_interface, &interface_bcsr_ops);
  121. }
  122. static uint32_t footprint_bcsr_interface_crc32(starpu_data_handle_t handle)
  123. {
  124. uint32_t hash;
  125. hash = starpu_crc32_be(starpu_bcsr_get_nnz(handle), 0);
  126. hash = starpu_crc32_be(starpu_bcsr_get_c(handle), hash);
  127. hash = starpu_crc32_be(starpu_bcsr_get_r(handle), hash);
  128. return hash;
  129. }
  130. static int bcsr_compare(void *data_interface_a, void *data_interface_b)
  131. {
  132. struct starpu_bcsr_interface *bcsr_a = (struct starpu_bcsr_interface *) data_interface_a;
  133. struct starpu_bcsr_interface *bcsr_b = (struct starpu_bcsr_interface *) data_interface_b;
  134. /* Two matricess are considered compatible if they have the same size */
  135. return ((bcsr_a->nnz == bcsr_b->nnz)
  136. && (bcsr_a->nrow == bcsr_b->nrow)
  137. && (bcsr_a->r == bcsr_b->r)
  138. && (bcsr_a->c == bcsr_b->c)
  139. && (bcsr_a->elemsize == bcsr_b->elemsize));
  140. }
  141. /* offer an access to the data parameters */
  142. uint32_t starpu_bcsr_get_nnz(starpu_data_handle_t handle)
  143. {
  144. struct starpu_bcsr_interface *data_interface = (struct starpu_bcsr_interface *)
  145. starpu_data_get_interface_on_node(handle, 0);
  146. return data_interface->nnz;
  147. }
  148. uint32_t starpu_bcsr_get_nrow(starpu_data_handle_t handle)
  149. {
  150. struct starpu_bcsr_interface *data_interface = (struct starpu_bcsr_interface *)
  151. starpu_data_get_interface_on_node(handle, 0);
  152. return data_interface->nrow;
  153. }
  154. uint32_t starpu_bcsr_get_firstentry(starpu_data_handle_t handle)
  155. {
  156. struct starpu_bcsr_interface *data_interface = (struct starpu_bcsr_interface *)
  157. starpu_data_get_interface_on_node(handle, 0);
  158. return data_interface->firstentry;
  159. }
  160. uint32_t starpu_bcsr_get_r(starpu_data_handle_t handle)
  161. {
  162. struct starpu_bcsr_interface *data_interface = (struct starpu_bcsr_interface *)
  163. starpu_data_get_interface_on_node(handle, 0);
  164. return data_interface->r;
  165. }
  166. uint32_t starpu_bcsr_get_c(starpu_data_handle_t handle)
  167. {
  168. struct starpu_bcsr_interface *data_interface = (struct starpu_bcsr_interface *)
  169. starpu_data_get_interface_on_node(handle, 0);
  170. return data_interface->c;
  171. }
  172. size_t starpu_bcsr_get_elemsize(starpu_data_handle_t handle)
  173. {
  174. struct starpu_bcsr_interface *data_interface = (struct starpu_bcsr_interface *)
  175. starpu_data_get_interface_on_node(handle, 0);
  176. return data_interface->elemsize;
  177. }
  178. uintptr_t starpu_bcsr_get_local_nzval(starpu_data_handle_t handle)
  179. {
  180. unsigned node;
  181. node = _starpu_get_local_memory_node();
  182. STARPU_ASSERT(starpu_data_test_if_allocated_on_node(handle, node));
  183. struct starpu_bcsr_interface *data_interface = (struct starpu_bcsr_interface *)
  184. starpu_data_get_interface_on_node(handle, node);
  185. return data_interface->nzval;
  186. }
  187. uint32_t *starpu_bcsr_get_local_colind(starpu_data_handle_t handle)
  188. {
  189. /* XXX 0 */
  190. struct starpu_bcsr_interface *data_interface = (struct starpu_bcsr_interface *)
  191. starpu_data_get_interface_on_node(handle, 0);
  192. return data_interface->colind;
  193. }
  194. uint32_t *starpu_bcsr_get_local_rowptr(starpu_data_handle_t handle)
  195. {
  196. /* XXX 0 */
  197. struct starpu_bcsr_interface *data_interface = (struct starpu_bcsr_interface *)
  198. starpu_data_get_interface_on_node(handle, 0);
  199. return data_interface->rowptr;
  200. }
  201. static size_t bcsr_interface_get_size(starpu_data_handle_t handle)
  202. {
  203. size_t size;
  204. uint32_t nnz = starpu_bcsr_get_nnz(handle);
  205. uint32_t nrow = starpu_bcsr_get_nrow(handle);
  206. uint32_t r = starpu_bcsr_get_r(handle);
  207. uint32_t c = starpu_bcsr_get_c(handle);
  208. size_t elemsize = starpu_bcsr_get_elemsize(handle);
  209. size = nnz*r*c*elemsize + nnz*sizeof(uint32_t) + (nrow+1)*sizeof(uint32_t);
  210. return size;
  211. }
  212. /* memory allocation/deallocation primitives for the BLAS interface */
  213. /* returns the size of the allocated area */
  214. static ssize_t allocate_bcsr_buffer_on_node(void *data_interface_, uint32_t dst_node)
  215. {
  216. uintptr_t addr_nzval = 0;
  217. uint32_t *addr_colind = NULL, *addr_rowptr = NULL;
  218. ssize_t allocated_memory;
  219. /* we need the 3 arrays to be allocated */
  220. struct starpu_bcsr_interface *bcsr_interface = (struct starpu_bcsr_interface *) data_interface_;
  221. uint32_t nnz = bcsr_interface->nnz;
  222. uint32_t nrow = bcsr_interface->nrow;
  223. size_t elemsize = bcsr_interface->elemsize;
  224. uint32_t r = bcsr_interface->r;
  225. uint32_t c = bcsr_interface->c;
  226. enum starpu_node_kind kind = starpu_node_get_kind(dst_node);
  227. switch(kind)
  228. {
  229. case STARPU_CPU_RAM:
  230. addr_nzval = (uintptr_t)malloc(nnz*r*c*elemsize);
  231. if (!addr_nzval)
  232. goto fail_nzval;
  233. addr_colind = (uint32_t *) malloc(nnz*sizeof(uint32_t));
  234. if (!addr_colind)
  235. goto fail_colind;
  236. addr_rowptr = (uint32_t *) malloc((nrow+1)*sizeof(uint32_t));
  237. if (!addr_rowptr)
  238. goto fail_rowptr;
  239. break;
  240. #ifdef STARPU_USE_CUDA
  241. case STARPU_CUDA_RAM:
  242. cudaMalloc((void **)&addr_nzval, nnz*r*c*elemsize);
  243. if (!addr_nzval)
  244. goto fail_nzval;
  245. cudaMalloc((void **)&addr_colind, nnz*sizeof(uint32_t));
  246. if (!addr_colind)
  247. goto fail_colind;
  248. cudaMalloc((void **)&addr_rowptr, (nrow+1)*sizeof(uint32_t));
  249. if (!addr_rowptr)
  250. goto fail_rowptr;
  251. break;
  252. #endif
  253. #ifdef STARPU_USE_OPENCL
  254. case STARPU_OPENCL_RAM:
  255. {
  256. int ret;
  257. cl_mem ptr;
  258. ret = starpu_opencl_allocate_memory(&ptr, nnz*r*c*elemsize, CL_MEM_READ_WRITE);
  259. addr_nzval = (uintptr_t)ptr;
  260. if (ret) goto fail_nzval;
  261. ret = starpu_opencl_allocate_memory(&ptr, nnz*sizeof(uint32_t), CL_MEM_READ_WRITE);
  262. addr_colind = (void*) ptr;
  263. if (ret) goto fail_colind;
  264. ret = starpu_opencl_allocate_memory(&ptr, (nrow+1)*sizeof(uint32_t), CL_MEM_READ_WRITE);
  265. addr_rowptr = (void*) ptr;
  266. if (ret) goto fail_rowptr;
  267. break;
  268. }
  269. #endif
  270. default:
  271. STARPU_ABORT();
  272. }
  273. /* allocation succeeded */
  274. allocated_memory =
  275. nnz*r*c*elemsize + nnz*sizeof(uint32_t) + (nrow+1)*sizeof(uint32_t);
  276. /* update the data properly in consequence */
  277. bcsr_interface->nzval = addr_nzval;
  278. bcsr_interface->colind = addr_colind;
  279. bcsr_interface->rowptr = addr_rowptr;
  280. return allocated_memory;
  281. fail_rowptr:
  282. switch(kind)
  283. {
  284. case STARPU_CPU_RAM:
  285. free((void *)addr_colind);
  286. break;
  287. #ifdef STARPU_USE_CUDA
  288. case STARPU_CUDA_RAM:
  289. cudaFree((void*)addr_colind);
  290. break;
  291. #endif
  292. #ifdef STARPU_USE_OPENCL
  293. case STARPU_OPENCL_RAM:
  294. clReleaseMemObject((void*)addr_colind);
  295. break;
  296. #endif
  297. default:
  298. STARPU_ABORT();
  299. }
  300. fail_colind:
  301. switch(kind)
  302. {
  303. case STARPU_CPU_RAM:
  304. free((void *)addr_nzval);
  305. break;
  306. #ifdef STARPU_USE_CUDA
  307. case STARPU_CUDA_RAM:
  308. cudaFree((void*)addr_nzval);
  309. break;
  310. #endif
  311. #ifdef STARPU_USE_OPENCL
  312. case STARPU_OPENCL_RAM:
  313. clReleaseMemObject((void*)addr_nzval);
  314. break;
  315. #endif
  316. default:
  317. STARPU_ABORT();
  318. }
  319. fail_nzval:
  320. /* allocation failed */
  321. return -ENOMEM;
  322. }
  323. static void free_bcsr_buffer_on_node(void *data_interface, uint32_t node)
  324. {
  325. struct starpu_bcsr_interface *bcsr_interface = (struct starpu_bcsr_interface *) data_interface;
  326. enum starpu_node_kind kind = starpu_node_get_kind(node);
  327. switch(kind)
  328. {
  329. case STARPU_CPU_RAM:
  330. free((void*)bcsr_interface->nzval);
  331. free((void*)bcsr_interface->colind);
  332. free((void*)bcsr_interface->rowptr);
  333. break;
  334. #ifdef STARPU_USE_CUDA
  335. case STARPU_CUDA_RAM:
  336. cudaFree((void*)bcsr_interface->nzval);
  337. cudaFree((void*)bcsr_interface->colind);
  338. cudaFree((void*)bcsr_interface->rowptr);
  339. break;
  340. #endif
  341. #ifdef STARPU_USE_OPENCL
  342. case STARPU_OPENCL_RAM:
  343. clReleaseMemObject((void*)bcsr_interface->nzval);
  344. clReleaseMemObject((void*)bcsr_interface->colind);
  345. clReleaseMemObject((void*)bcsr_interface->rowptr);
  346. break;
  347. #endif
  348. default:
  349. STARPU_ABORT();
  350. }
  351. }
  352. #ifdef STARPU_USE_CUDA
  353. static int copy_cuda_common(void *src_interface, unsigned src_node STARPU_ATTRIBUTE_UNUSED, void *dst_interface, unsigned dst_node STARPU_ATTRIBUTE_UNUSED, enum cudaMemcpyKind kind)
  354. {
  355. struct starpu_bcsr_interface *src_bcsr = src_interface;
  356. struct starpu_bcsr_interface *dst_bcsr = dst_interface;
  357. uint32_t nnz = src_bcsr->nnz;
  358. uint32_t nrow = src_bcsr->nrow;
  359. size_t elemsize = src_bcsr->elemsize;
  360. uint32_t r = src_bcsr->r;
  361. uint32_t c = src_bcsr->c;
  362. cudaError_t cures;
  363. cures = cudaMemcpy((char *)dst_bcsr->nzval, (char *)src_bcsr->nzval, nnz*r*c*elemsize, kind);
  364. if (STARPU_UNLIKELY(cures))
  365. STARPU_CUDA_REPORT_ERROR(cures);
  366. cures = cudaMemcpy((char *)dst_bcsr->colind, (char *)src_bcsr->colind, nnz*sizeof(uint32_t), kind);
  367. if (STARPU_UNLIKELY(cures))
  368. STARPU_CUDA_REPORT_ERROR(cures);
  369. cures = cudaMemcpy((char *)dst_bcsr->rowptr, (char *)src_bcsr->rowptr, (nrow+1)*sizeof(uint32_t), kind);
  370. if (STARPU_UNLIKELY(cures))
  371. STARPU_CUDA_REPORT_ERROR(cures);
  372. _STARPU_TRACE_DATA_COPY(src_node, dst_node, nnz*r*c*elemsize + (nnz+nrow+1)*sizeof(uint32_t));
  373. return 0;
  374. }
  375. static int copy_cuda_to_ram(void *src_interface, unsigned src_node STARPU_ATTRIBUTE_UNUSED, void *dst_interface, unsigned dst_node STARPU_ATTRIBUTE_UNUSED)
  376. {
  377. return copy_cuda_common(src_interface, src_node, dst_interface, dst_node, cudaMemcpyDeviceToHost);
  378. }
  379. static int copy_ram_to_cuda(void *src_interface, unsigned src_node STARPU_ATTRIBUTE_UNUSED, void *dst_interface, unsigned dst_node STARPU_ATTRIBUTE_UNUSED)
  380. {
  381. return copy_cuda_common(src_interface, src_node, dst_interface, dst_node, cudaMemcpyHostToDevice);
  382. }
  383. static int copy_cuda_to_cuda(void *src_interface, unsigned src_node STARPU_ATTRIBUTE_UNUSED, void *dst_interface, unsigned dst_node STARPU_ATTRIBUTE_UNUSED)
  384. {
  385. return copy_cuda_common(src_interface, src_node, dst_interface, dst_node, cudaMemcpyDeviceToDevice);
  386. }
  387. #endif // STARPU_USE_CUDA
  388. #ifdef STARPU_USE_OPENCL
  389. static int copy_opencl_to_ram(void *src_interface, unsigned src_node STARPU_ATTRIBUTE_UNUSED, void *dst_interface, unsigned dst_node STARPU_ATTRIBUTE_UNUSED)
  390. {
  391. struct starpu_bcsr_interface *src_bcsr = src_interface;
  392. struct starpu_bcsr_interface *dst_bcsr = dst_interface;
  393. uint32_t nnz = src_bcsr->nnz;
  394. uint32_t nrow = src_bcsr->nrow;
  395. size_t elemsize = src_bcsr->elemsize;
  396. uint32_t r = src_bcsr->r;
  397. uint32_t c = src_bcsr->c;
  398. int err;
  399. err = starpu_opencl_copy_opencl_to_ram((cl_mem)src_bcsr->nzval, src_node, (void *)dst_bcsr->nzval, dst_node, nnz*r*c*elemsize, 0, NULL, NULL);
  400. if (STARPU_UNLIKELY(err))
  401. STARPU_OPENCL_REPORT_ERROR(err);
  402. err = starpu_opencl_copy_opencl_to_ram((cl_mem)src_bcsr->colind, src_node, (void *)dst_bcsr->colind, dst_node, nnz*sizeof(uint32_t), 0, NULL, NULL);
  403. if (STARPU_UNLIKELY(err))
  404. STARPU_OPENCL_REPORT_ERROR(err);
  405. err = starpu_opencl_copy_opencl_to_ram((cl_mem)src_bcsr->rowptr, src_node, (void *)dst_bcsr->rowptr, dst_node, (nrow+1)*sizeof(uint32_t), 0, NULL, NULL);
  406. if (STARPU_UNLIKELY(err))
  407. STARPU_OPENCL_REPORT_ERROR(err);
  408. _STARPU_TRACE_DATA_COPY(src_node, dst_node, nnz*r*c*elemsize + (nnz+nrow+1)*sizeof(uint32_t));
  409. return 0;
  410. }
  411. static int copy_ram_to_opencl(void *src_interface, unsigned src_node STARPU_ATTRIBUTE_UNUSED, void *dst_interface, unsigned dst_node STARPU_ATTRIBUTE_UNUSED)
  412. {
  413. struct starpu_bcsr_interface *src_bcsr = src_interface;
  414. struct starpu_bcsr_interface *dst_bcsr = dst_interface;
  415. uint32_t nnz = src_bcsr->nnz;
  416. uint32_t nrow = src_bcsr->nrow;
  417. size_t elemsize = src_bcsr->elemsize;
  418. uint32_t r = src_bcsr->r;
  419. uint32_t c = src_bcsr->c;
  420. int err;
  421. err = starpu_opencl_copy_ram_to_opencl((void *)src_bcsr->nzval, src_node, (cl_mem)dst_bcsr->nzval, dst_node, nnz*r*c*elemsize, 0, NULL, NULL);
  422. if (STARPU_UNLIKELY(err))
  423. STARPU_OPENCL_REPORT_ERROR(err);
  424. err = starpu_opencl_copy_ram_to_opencl((void *)src_bcsr->colind, src_node, (cl_mem)dst_bcsr->colind, dst_node, nnz*sizeof(uint32_t), 0, NULL, NULL);
  425. if (STARPU_UNLIKELY(err))
  426. STARPU_OPENCL_REPORT_ERROR(err);
  427. err = starpu_opencl_copy_ram_to_opencl((void *)src_bcsr->rowptr, src_node, (cl_mem)dst_bcsr->rowptr, dst_node, (nrow+1)*sizeof(uint32_t), 0, NULL, NULL);
  428. if (STARPU_UNLIKELY(err))
  429. STARPU_OPENCL_REPORT_ERROR(err);
  430. _STARPU_TRACE_DATA_COPY(src_node, dst_node, nnz*r*c*elemsize + (nnz+nrow+1)*sizeof(uint32_t));
  431. return 0;
  432. }
  433. #endif // STARPU_USE_OPENCL
  434. /* as not all platform easily have a BLAS lib installed ... */
  435. static int copy_ram_to_ram(void *src_interface, unsigned src_node STARPU_ATTRIBUTE_UNUSED, void *dst_interface, unsigned dst_node STARPU_ATTRIBUTE_UNUSED)
  436. {
  437. struct starpu_bcsr_interface *src_bcsr = (struct starpu_bcsr_interface *) src_interface;
  438. struct starpu_bcsr_interface *dst_bcsr = (struct starpu_bcsr_interface *) dst_interface;
  439. uint32_t nnz = src_bcsr->nnz;
  440. uint32_t nrow = src_bcsr->nrow;
  441. size_t elemsize = src_bcsr->elemsize;
  442. uint32_t r = src_bcsr->r;
  443. uint32_t c = src_bcsr->c;
  444. memcpy((void *)dst_bcsr->nzval, (void *)src_bcsr->nzval, nnz*elemsize*r*c);
  445. memcpy((void *)dst_bcsr->colind, (void *)src_bcsr->colind, nnz*sizeof(uint32_t));
  446. memcpy((void *)dst_bcsr->rowptr, (void *)src_bcsr->rowptr, (nrow+1)*sizeof(uint32_t));
  447. _STARPU_TRACE_DATA_COPY(src_node, dst_node, nnz*elemsize*r*c + (nnz+nrow+1)*sizeof(uint32_t));
  448. return 0;
  449. }