llama-mmap.cpp 18 KB

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  1. #include "llama-mmap.h"
  2. #include "llama-impl.h"
  3. #include "ggml.h"
  4. #include <cstring>
  5. #include <climits>
  6. #include <stdexcept>
  7. #include <cerrno>
  8. #ifdef __has_include
  9. #if __has_include(<unistd.h>)
  10. #include <unistd.h>
  11. #if defined(_POSIX_MAPPED_FILES)
  12. #include <sys/mman.h>
  13. #include <fcntl.h>
  14. #endif
  15. #if defined(_POSIX_MEMLOCK_RANGE)
  16. #include <sys/resource.h>
  17. #endif
  18. #endif
  19. #endif
  20. #if defined(_WIN32)
  21. #define WIN32_LEAN_AND_MEAN
  22. #ifndef NOMINMAX
  23. #define NOMINMAX
  24. #endif
  25. #include <windows.h>
  26. #ifndef PATH_MAX
  27. #define PATH_MAX MAX_PATH
  28. #endif
  29. #include <io.h>
  30. #endif
  31. // TODO: consider moving to llama-impl.h if needed in more places
  32. #if defined(_WIN32)
  33. static std::string llama_format_win_err(DWORD err) {
  34. LPSTR buf;
  35. size_t size = FormatMessageA(FORMAT_MESSAGE_ALLOCATE_BUFFER | FORMAT_MESSAGE_FROM_SYSTEM | FORMAT_MESSAGE_IGNORE_INSERTS,
  36. NULL, err, MAKELANGID(LANG_NEUTRAL, SUBLANG_DEFAULT), (LPSTR)&buf, 0, NULL);
  37. if (!size) {
  38. return "FormatMessageA failed";
  39. }
  40. std::string ret(buf, size);
  41. LocalFree(buf);
  42. return ret;
  43. }
  44. #endif
  45. // llama_file
  46. struct llama_file::impl {
  47. #if defined(_WIN32)
  48. HANDLE fp_win32;
  49. std::string GetErrorMessageWin32(DWORD error_code) const {
  50. std::string ret;
  51. LPSTR lpMsgBuf = NULL;
  52. DWORD bufLen = FormatMessageA(FORMAT_MESSAGE_ALLOCATE_BUFFER | FORMAT_MESSAGE_FROM_SYSTEM | FORMAT_MESSAGE_IGNORE_INSERTS,
  53. NULL, error_code, MAKELANGID(LANG_NEUTRAL, SUBLANG_DEFAULT), (LPSTR)&lpMsgBuf, 0, NULL);
  54. if (!bufLen) {
  55. ret = format("Win32 error code: %lx", error_code);
  56. } else {
  57. ret = lpMsgBuf;
  58. LocalFree(lpMsgBuf);
  59. }
  60. return ret;
  61. }
  62. impl(const char * fname, const char * mode) {
  63. fp = ggml_fopen(fname, mode);
  64. if (fp == NULL) {
  65. throw std::runtime_error(format("failed to open %s: %s", fname, strerror(errno)));
  66. }
  67. fp_win32 = (HANDLE) _get_osfhandle(_fileno(fp));
  68. seek(0, SEEK_END);
  69. size = tell();
  70. seek(0, SEEK_SET);
  71. }
  72. size_t tell() const {
  73. LARGE_INTEGER li;
  74. li.QuadPart = 0;
  75. BOOL ret = SetFilePointerEx(fp_win32, li, &li, FILE_CURRENT);
  76. if (!ret) {
  77. throw std::runtime_error(format("read error: %s", GetErrorMessageWin32(GetLastError()).c_str()));
  78. }
  79. return li.QuadPart;
  80. }
  81. void seek(size_t offset, int whence) const {
  82. static_assert(SEEK_SET == FILE_BEGIN, "SEEK_SET != FILE_BEGIN");
  83. static_assert(SEEK_CUR == FILE_CURRENT, "SEEK_CUR != FILE_CURRENT");
  84. static_assert(SEEK_END == FILE_END, "SEEK_END != FILE_END");
  85. LARGE_INTEGER li;
  86. li.QuadPart = offset;
  87. BOOL ret = SetFilePointerEx(fp_win32, li, NULL, whence);
  88. if (!ret) {
  89. throw std::runtime_error(format("read error: %s", GetErrorMessageWin32(GetLastError()).c_str()));
  90. }
  91. }
  92. void read_raw(void * ptr, size_t len) const {
  93. size_t bytes_read = 0;
  94. while (bytes_read < len) {
  95. size_t chunk_size = std::min<size_t>(len - bytes_read, 64*1024*1024);
  96. DWORD chunk_read = 0;
  97. BOOL result = ReadFile(fp_win32, reinterpret_cast<char*>(ptr) + bytes_read, chunk_size, &chunk_read, NULL);
  98. if (!result) {
  99. throw std::runtime_error(format("read error: %s", GetErrorMessageWin32(GetLastError()).c_str()));
  100. }
  101. if (chunk_read < chunk_size || chunk_read == 0) {
  102. throw std::runtime_error("unexpectedly reached end of file");
  103. }
  104. bytes_read += chunk_read;
  105. }
  106. }
  107. uint32_t read_u32() const {
  108. uint32_t val;
  109. read_raw(&val, sizeof(val));
  110. return val;
  111. }
  112. void write_raw(const void * ptr, size_t len) const {
  113. size_t bytes_written = 0;
  114. while (bytes_written < len) {
  115. size_t chunk_size = std::min<size_t>(len - bytes_written, 64*1024*1024);
  116. DWORD chunk_written = 0;
  117. BOOL result = WriteFile(fp_win32, reinterpret_cast<char const*>(ptr) + bytes_written, chunk_size, &chunk_written, NULL);
  118. if (!result) {
  119. throw std::runtime_error(format("write error: %s", GetErrorMessageWin32(GetLastError()).c_str()));
  120. }
  121. if (chunk_written < chunk_size || chunk_written == 0) {
  122. throw std::runtime_error("unexpectedly failed to write bytes");
  123. }
  124. bytes_written += chunk_written;
  125. }
  126. }
  127. void write_u32(uint32_t val) const {
  128. write_raw(&val, sizeof(val));
  129. }
  130. ~impl() {
  131. if (fp) {
  132. std::fclose(fp);
  133. }
  134. }
  135. #else
  136. impl(const char * fname, const char * mode) {
  137. fp = ggml_fopen(fname, mode);
  138. if (fp == NULL) {
  139. throw std::runtime_error(format("failed to open %s: %s", fname, strerror(errno)));
  140. }
  141. seek(0, SEEK_END);
  142. size = tell();
  143. seek(0, SEEK_SET);
  144. }
  145. size_t tell() const {
  146. // TODO: this ifdef is never true?
  147. #ifdef _WIN32
  148. __int64 ret = _ftelli64(fp);
  149. #else
  150. long ret = std::ftell(fp);
  151. #endif
  152. if (ret == -1) {
  153. throw std::runtime_error(format("ftell error: %s", strerror(errno)));
  154. }
  155. return (size_t) ret;
  156. }
  157. void seek(size_t offset, int whence) const {
  158. // TODO: this ifdef is never true?
  159. #ifdef _WIN32
  160. int ret = _fseeki64(fp, (__int64) offset, whence);
  161. #else
  162. int ret = std::fseek(fp, (long) offset, whence);
  163. #endif
  164. if (ret != 0) {
  165. throw std::runtime_error(format("seek error: %s", strerror(errno)));
  166. }
  167. }
  168. void read_raw(void * ptr, size_t len) const {
  169. if (len == 0) {
  170. return;
  171. }
  172. errno = 0;
  173. std::size_t ret = std::fread(ptr, len, 1, fp);
  174. if (ferror(fp)) {
  175. throw std::runtime_error(format("read error: %s", strerror(errno)));
  176. }
  177. if (ret != 1) {
  178. throw std::runtime_error("unexpectedly reached end of file");
  179. }
  180. }
  181. uint32_t read_u32() const {
  182. uint32_t ret;
  183. read_raw(&ret, sizeof(ret));
  184. return ret;
  185. }
  186. void write_raw(const void * ptr, size_t len) const {
  187. if (len == 0) {
  188. return;
  189. }
  190. errno = 0;
  191. size_t ret = std::fwrite(ptr, len, 1, fp);
  192. if (ret != 1) {
  193. throw std::runtime_error(format("write error: %s", strerror(errno)));
  194. }
  195. }
  196. void write_u32(uint32_t val) const {
  197. write_raw(&val, sizeof(val));
  198. }
  199. ~impl() {
  200. if (fp) {
  201. std::fclose(fp);
  202. }
  203. }
  204. #endif
  205. FILE * fp;
  206. size_t size;
  207. };
  208. llama_file::llama_file(const char * fname, const char * mode) : pimpl(std::make_unique<impl>(fname, mode)) {}
  209. llama_file::~llama_file() = default;
  210. size_t llama_file::tell() const { return pimpl->tell(); }
  211. size_t llama_file::size() const { return pimpl->size; }
  212. int llama_file::file_id() const {
  213. #ifdef _WIN32
  214. return _fileno(pimpl->fp);
  215. #else
  216. #if defined(fileno)
  217. return fileno(pimpl->fp);
  218. #else
  219. return ::fileno(pimpl->fp);
  220. #endif
  221. #endif
  222. }
  223. void llama_file::seek(size_t offset, int whence) const { pimpl->seek(offset, whence); }
  224. void llama_file::read_raw(void * ptr, size_t len) const { pimpl->read_raw(ptr, len); }
  225. uint32_t llama_file::read_u32() const { return pimpl->read_u32(); }
  226. void llama_file::write_raw(const void * ptr, size_t len) const { pimpl->write_raw(ptr, len); }
  227. void llama_file::write_u32(uint32_t val) const { pimpl->write_u32(val); }
  228. // llama_mmap
  229. struct llama_mmap::impl {
  230. #ifdef _POSIX_MAPPED_FILES
  231. std::vector<std::pair<size_t, size_t>> mapped_fragments;
  232. impl(struct llama_file * file, size_t prefetch, bool numa) {
  233. size = file->size();
  234. int fd = file->file_id();
  235. int flags = MAP_SHARED;
  236. if (numa) { prefetch = 0; }
  237. #ifdef __linux__
  238. if (posix_fadvise(fd, 0, 0, POSIX_FADV_SEQUENTIAL)) {
  239. LLAMA_LOG_WARN("warning: posix_fadvise(.., POSIX_FADV_SEQUENTIAL) failed: %s\n",
  240. strerror(errno));
  241. }
  242. if (prefetch) { flags |= MAP_POPULATE; }
  243. #endif
  244. addr = mmap(NULL, file->size(), PROT_READ, flags, fd, 0);
  245. if (addr == MAP_FAILED) {
  246. throw std::runtime_error(format("mmap failed: %s", strerror(errno)));
  247. }
  248. if (prefetch > 0) {
  249. if (posix_madvise(addr, std::min(file->size(), prefetch), POSIX_MADV_WILLNEED)) {
  250. LLAMA_LOG_WARN("warning: posix_madvise(.., POSIX_MADV_WILLNEED) failed: %s\n",
  251. strerror(errno));
  252. }
  253. }
  254. if (numa) {
  255. if (posix_madvise(addr, file->size(), POSIX_MADV_RANDOM)) {
  256. LLAMA_LOG_WARN("warning: posix_madvise(.., POSIX_MADV_RANDOM) failed: %s\n",
  257. strerror(errno));
  258. }
  259. }
  260. mapped_fragments.emplace_back(0, file->size());
  261. }
  262. static void align_range(size_t * first, size_t * last, size_t page_size) {
  263. size_t offset_in_page = *first & (page_size - 1);
  264. size_t offset_to_page = offset_in_page == 0 ? 0 : page_size - offset_in_page;
  265. *first += offset_to_page;
  266. *last = *last & ~(page_size - 1);
  267. if (*last <= *first) {
  268. *last = *first;
  269. }
  270. }
  271. void unmap_fragment(size_t first, size_t last) {
  272. int page_size = sysconf(_SC_PAGESIZE);
  273. align_range(&first, &last, page_size);
  274. size_t len = last - first;
  275. if (len == 0) {
  276. return;
  277. }
  278. GGML_ASSERT(first % page_size == 0);
  279. GGML_ASSERT(last % page_size == 0);
  280. GGML_ASSERT(last > first);
  281. void * next_page_start = (uint8_t *) addr + first;
  282. if (munmap(next_page_start, len)) {
  283. LLAMA_LOG_WARN("warning: munmap failed: %s\n", strerror(errno));
  284. }
  285. std::vector<std::pair<size_t, size_t>> new_mapped_fragments;
  286. for (const auto & frag : mapped_fragments) {
  287. if (frag.first < first && frag.second > last) {
  288. new_mapped_fragments.emplace_back(frag.first, first);
  289. new_mapped_fragments.emplace_back(last, frag.second);
  290. } else if (frag.first < first && frag.second > first) {
  291. new_mapped_fragments.emplace_back(frag.first, first);
  292. } else if (frag.first < last && frag.second > last) {
  293. new_mapped_fragments.emplace_back(last, frag.second);
  294. } else if (frag.first >= first && frag.second <= last) {
  295. } else {
  296. new_mapped_fragments.push_back(frag);
  297. }
  298. }
  299. mapped_fragments = std::move(new_mapped_fragments);
  300. }
  301. ~impl() {
  302. for (const auto & frag : mapped_fragments) {
  303. if (munmap((char *) addr + frag.first, frag.second - frag.first)) {
  304. LLAMA_LOG_WARN("warning: munmap failed: %s\n", strerror(errno));
  305. }
  306. }
  307. }
  308. #elif defined(_WIN32)
  309. impl(struct llama_file * file, size_t prefetch, bool numa) {
  310. GGML_UNUSED(numa);
  311. size = file->size();
  312. HANDLE hFile = (HANDLE) _get_osfhandle(file->file_id());
  313. HANDLE hMapping = CreateFileMappingA(hFile, NULL, PAGE_READONLY, 0, 0, NULL);
  314. if (hMapping == NULL) {
  315. DWORD error = GetLastError();
  316. throw std::runtime_error(format("CreateFileMappingA failed: %s", llama_format_win_err(error).c_str()));
  317. }
  318. addr = MapViewOfFile(hMapping, FILE_MAP_READ, 0, 0, 0);
  319. DWORD error = GetLastError();
  320. CloseHandle(hMapping);
  321. if (addr == NULL) {
  322. throw std::runtime_error(format("MapViewOfFile failed: %s", llama_format_win_err(error).c_str()));
  323. }
  324. if (prefetch > 0) {
  325. #if _WIN32_WINNT >= 0x602
  326. BOOL (WINAPI *pPrefetchVirtualMemory) (HANDLE, ULONG_PTR, PWIN32_MEMORY_RANGE_ENTRY, ULONG);
  327. HMODULE hKernel32 = GetModuleHandleW(L"kernel32.dll");
  328. pPrefetchVirtualMemory = (decltype(pPrefetchVirtualMemory))(void *) GetProcAddress(hKernel32, "PrefetchVirtualMemory");
  329. if (pPrefetchVirtualMemory) {
  330. WIN32_MEMORY_RANGE_ENTRY range;
  331. range.VirtualAddress = addr;
  332. range.NumberOfBytes = (SIZE_T) std::min(size, prefetch);
  333. if (!pPrefetchVirtualMemory(GetCurrentProcess(), 1, &range, 0)) {
  334. LLAMA_LOG_WARN("warning: PrefetchVirtualMemory failed: %s\n",
  335. llama_format_win_err(GetLastError()).c_str());
  336. }
  337. }
  338. #else
  339. throw std::runtime_error("PrefetchVirtualMemory unavailable");
  340. #endif
  341. }
  342. }
  343. void unmap_fragment(size_t first, size_t last) {
  344. GGML_UNUSED(first);
  345. GGML_UNUSED(last);
  346. }
  347. ~impl() {
  348. if (!UnmapViewOfFile(addr)) {
  349. LLAMA_LOG_WARN("warning: UnmapViewOfFile failed: %s\n",
  350. llama_format_win_err(GetLastError()).c_str());
  351. }
  352. }
  353. #else
  354. impl(struct llama_file * file, size_t prefetch, bool numa) {
  355. GGML_UNUSED(file);
  356. GGML_UNUSED(prefetch);
  357. GGML_UNUSED(numa);
  358. throw std::runtime_error("mmap not supported");
  359. }
  360. void unmap_fragment(size_t first, size_t last) {
  361. GGML_UNUSED(first);
  362. GGML_UNUSED(last);
  363. throw std::runtime_error("mmap not supported");
  364. }
  365. #endif
  366. void * addr;
  367. size_t size;
  368. };
  369. llama_mmap::llama_mmap(struct llama_file * file, size_t prefetch, bool numa) : pimpl(std::make_unique<impl>(file, prefetch, numa)) {}
  370. llama_mmap::~llama_mmap() = default;
  371. size_t llama_mmap::size() const { return pimpl->size; }
  372. void * llama_mmap::addr() const { return pimpl->addr; }
  373. void llama_mmap::unmap_fragment(size_t first, size_t last) { pimpl->unmap_fragment(first, last); }
  374. #if defined(_POSIX_MEMLOCK_RANGE) || defined(_WIN32)
  375. const bool llama_mmap::SUPPORTED = true;
  376. #else
  377. const bool llama_mmap::SUPPORTED = false;
  378. #endif
  379. // llama_mlock
  380. struct llama_mlock::impl {
  381. #ifdef _POSIX_MEMLOCK_RANGE
  382. static size_t lock_granularity() {
  383. return (size_t) sysconf(_SC_PAGESIZE);
  384. }
  385. bool raw_lock(const void * addr, size_t size) const {
  386. if (!mlock(addr, size)) {
  387. return true;
  388. }
  389. #ifdef __APPLE__
  390. #define MLOCK_SUGGESTION \
  391. "Try increasing the sysctl values 'vm.user_wire_limit' and 'vm.global_user_wire_limit' and/or " \
  392. "decreasing 'vm.global_no_user_wire_amount'. Also try increasing RLIMIT_MEMLOCK (ulimit -l).\n"
  393. #else
  394. #define MLOCK_SUGGESTION \
  395. "Try increasing RLIMIT_MEMLOCK ('ulimit -l' as root).\n"
  396. #endif
  397. char* errmsg = std::strerror(errno);
  398. bool suggest = (errno == ENOMEM);
  399. struct rlimit lock_limit;
  400. if (suggest && getrlimit(RLIMIT_MEMLOCK, &lock_limit)) {
  401. suggest = false;
  402. }
  403. if (suggest && (lock_limit.rlim_max > lock_limit.rlim_cur + size)) {
  404. suggest = false;
  405. }
  406. LLAMA_LOG_WARN("warning: failed to mlock %zu-byte buffer (after previously locking %zu bytes): %s\n%s",
  407. size, this->size, errmsg, suggest ? MLOCK_SUGGESTION : "");
  408. return false;
  409. }
  410. static void raw_unlock(void * addr, size_t size) {
  411. if (munlock(addr, size)) {
  412. LLAMA_LOG_WARN("warning: failed to munlock buffer: %s\n", std::strerror(errno));
  413. }
  414. }
  415. #elif defined(_WIN32)
  416. static size_t lock_granularity() {
  417. SYSTEM_INFO si;
  418. GetSystemInfo(&si);
  419. return (size_t) si.dwPageSize;
  420. }
  421. bool raw_lock(void * ptr, size_t len) const {
  422. for (int tries = 1; ; tries++) {
  423. if (VirtualLock(ptr, len)) {
  424. return true;
  425. }
  426. if (tries == 2) {
  427. LLAMA_LOG_WARN("warning: failed to VirtualLock %zu-byte buffer (after previously locking %zu bytes): %s\n",
  428. len, size, llama_format_win_err(GetLastError()).c_str());
  429. return false;
  430. }
  431. SIZE_T min_ws_size, max_ws_size;
  432. if (!GetProcessWorkingSetSize(GetCurrentProcess(), &min_ws_size, &max_ws_size)) {
  433. LLAMA_LOG_WARN("warning: GetProcessWorkingSetSize failed: %s\n",
  434. llama_format_win_err(GetLastError()).c_str());
  435. return false;
  436. }
  437. size_t increment = len + 1048576;
  438. min_ws_size += increment;
  439. max_ws_size += increment;
  440. if (!SetProcessWorkingSetSize(GetCurrentProcess(), min_ws_size, max_ws_size)) {
  441. LLAMA_LOG_WARN("warning: SetProcessWorkingSetSize failed: %s\n",
  442. llama_format_win_err(GetLastError()).c_str());
  443. return false;
  444. }
  445. }
  446. }
  447. static void raw_unlock(void * ptr, size_t len) {
  448. if (!VirtualUnlock(ptr, len)) {
  449. LLAMA_LOG_WARN("warning: failed to VirtualUnlock buffer: %s\n",
  450. llama_format_win_err(GetLastError()).c_str());
  451. }
  452. }
  453. #else
  454. static size_t lock_granularity() {
  455. return (size_t) 65536;
  456. }
  457. bool raw_lock(const void * addr, size_t len) const {
  458. LLAMA_LOG_WARN("warning: mlock not supported on this system\n");
  459. return false;
  460. }
  461. static void raw_unlock(const void * addr, size_t len) {}
  462. #endif
  463. impl() : addr(NULL), size(0), failed_already(false) {}
  464. void init(void * ptr) {
  465. GGML_ASSERT(addr == NULL && size == 0);
  466. addr = ptr;
  467. }
  468. void grow_to(size_t target_size) {
  469. GGML_ASSERT(addr);
  470. if (failed_already) {
  471. return;
  472. }
  473. size_t granularity = lock_granularity();
  474. target_size = (target_size + granularity - 1) & ~(granularity - 1);
  475. if (target_size > size) {
  476. if (raw_lock((uint8_t *) addr + size, target_size - size)) {
  477. size = target_size;
  478. } else {
  479. failed_already = true;
  480. }
  481. }
  482. }
  483. void * addr;
  484. size_t size;
  485. bool failed_already;
  486. };
  487. llama_mlock::llama_mlock() : pimpl(std::make_unique<impl>()) {}
  488. llama_mlock::~llama_mlock() = default;
  489. void llama_mlock::init(void * ptr) { pimpl->init(ptr); }
  490. void llama_mlock::grow_to(size_t target_size) { pimpl->grow_to(target_size); }
  491. #if defined(_POSIX_MEMLOCK_RANGE) || defined(_WIN32)
  492. const bool llama_mlock::SUPPORTED = true;
  493. #else
  494. const bool llama_mlock::SUPPORTED = false;
  495. #endif
  496. size_t llama_path_max() {
  497. return PATH_MAX;
  498. }