/** * llama.cpp - git f64d44a9b9581cd58f7ec40f4fa1c3ca5ca18e1e * * MIT License * * Copyright (c) 2023 Georgi Gerganov * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to deal * in the Software without restriction, including without limitation the rights * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell * copies of the Software, and to permit persons to whom the Software is * furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in all * copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE * SOFTWARE. */ // Internal header to be included only by llama.cpp. // Contains wrappers around OS interfaces. #ifndef LLAMA_UTIL_H #define LLAMA_UTIL_H #include #include #include #include #include #include #include #include #include #include #ifdef __has_include #if __has_include() #include #if defined(_POSIX_MAPPED_FILES) #include #endif #if defined(_POSIX_MEMLOCK_RANGE) #include #endif #endif #endif #if defined(_WIN32) #define WIN32_LEAN_AND_MEAN #ifndef NOMINMAX #define NOMINMAX #endif #include #include #include // for _fseeki64 #endif #define LLAMA_ASSERT(x) \ do { \ if (!(x)) { \ fprintf(stderr, "LLAMA_ASSERT: %s:%d: %s\n", __FILE__, __LINE__, #x); \ abort(); \ } \ } while (0) #ifdef __GNUC__ #ifdef __MINGW32__ __attribute__((format(gnu_printf, 1, 2))) #else __attribute__((format(printf, 1, 2))) #endif #endif static std::string format(const char * fmt, ...) { va_list ap, ap2; va_start(ap, fmt); va_copy(ap2, ap); int size = vsnprintf(NULL, 0, fmt, ap); LLAMA_ASSERT(size >= 0 && size < INT_MAX); std::vector buf(size + 1); int size2 = vsnprintf(buf.data(), size + 1, fmt, ap2); LLAMA_ASSERT(size2 == size); va_end(ap2); va_end(ap); return std::string(buf.data(), size); } struct llama_file { // use FILE * so we don't have to re-open the file to mmap FILE * fp; size_t size; llama_file(const char * fname, const char * mode) { fp = std::fopen(fname, mode); if (fp == NULL) { throw std::runtime_error(format("failed to open %s: %s", fname, strerror(errno))); } seek(0, SEEK_END); size = tell(); seek(0, SEEK_SET); } size_t tell() const { #ifdef _WIN32 __int64 ret = _ftelli64(fp); #else long ret = std::ftell(fp); #endif LLAMA_ASSERT(ret != -1); // this really shouldn't fail return (size_t) ret; } void seek(size_t offset, int whence) { #ifdef _WIN32 int ret = _fseeki64(fp, (__int64) offset, whence); #else int ret = std::fseek(fp, (long) offset, whence); #endif LLAMA_ASSERT(ret == 0); // same } void read_raw(void * ptr, size_t len) const { if (len == 0) { return; } errno = 0; std::size_t ret = std::fread(ptr, len, 1, fp); if (ferror(fp)) { throw std::runtime_error(format("read error: %s", strerror(errno))); } if (ret != 1) { throw std::runtime_error(std::string("unexpectedly reached end of file")); } } std::uint32_t read_u32() { std::uint32_t ret; read_raw(&ret, sizeof(ret)); return ret; } std::string read_string(std::uint32_t len) { std::vector chars(len); read_raw(chars.data(), len); return std::string(chars.data(), len); } void write_raw(const void * ptr, size_t len) const { if (len == 0) { return; } errno = 0; size_t ret = std::fwrite(ptr, len, 1, fp); if (ret != 1) { throw std::runtime_error(format("write error: %s", strerror(errno))); } } void write_u32(std::uint32_t val) { write_raw(&val, sizeof(val)); } ~llama_file() { if (fp) { std::fclose(fp); } } }; // llama_context_data struct llama_data_context { virtual void write(const void * src, size_t size) = 0; virtual size_t get_size_written() = 0; virtual ~llama_data_context() = default; }; struct llama_data_buffer_context : llama_data_context { uint8_t* ptr; size_t size_written = 0; llama_data_buffer_context(uint8_t * p) : ptr(p) {} void write(const void * src, size_t size) override { memcpy(ptr, src, size); ptr += size; size_written += size; } size_t get_size_written() override { return size_written; } }; struct llama_data_file_context : llama_data_context { llama_file* file; size_t size_written = 0; llama_data_file_context(llama_file * f) : file(f) {} void write(const void * src, size_t size) override { file->write_raw(src, size); size_written += size; } size_t get_size_written() override { return size_written; } }; #if defined(_WIN32) static std::string llama_format_win_err(DWORD err) { LPSTR buf; size_t size = FormatMessageA(FORMAT_MESSAGE_ALLOCATE_BUFFER | FORMAT_MESSAGE_FROM_SYSTEM | FORMAT_MESSAGE_IGNORE_INSERTS, NULL, err, MAKELANGID(LANG_NEUTRAL, SUBLANG_DEFAULT), (LPSTR)&buf, 0, NULL); if (!size) { return "FormatMessageA failed"; } std::string ret(buf, size); LocalFree(buf); return ret; } #endif struct llama_mmap { void * addr; size_t size; llama_mmap(const llama_mmap &) = delete; #ifdef _POSIX_MAPPED_FILES static constexpr bool SUPPORTED = true; llama_mmap(struct llama_file * file, size_t prefetch = (size_t) -1 /* -1 = max value */, bool numa = false) { size = file->size; int fd = fileno(file->fp); int flags = MAP_SHARED; // prefetch/readahead impairs performance on NUMA systems if (numa) { prefetch = 0; } #ifdef __linux__ if (prefetch >= file->size) { flags |= MAP_POPULATE; } #endif addr = mmap(NULL, file->size, PROT_READ, flags, fd, 0); if (addr == MAP_FAILED) { throw std::runtime_error(format("mmap failed: %s", strerror(errno))); } if (prefetch > 0) { // Advise the kernel to preload the mapped memory if (madvise(addr, std::min(file->size, prefetch), MADV_WILLNEED)) { fprintf(stderr, "warning: madvise(.., MADV_WILLNEED) failed: %s\n", strerror(errno)); } } if (numa) { // advise the kernel not to use readahead // (because the next page might not belong on the same node) if (madvise(addr, file->size, MADV_RANDOM)) { fprintf(stderr, "warning: madvise(.., MADV_RANDOM) failed: %s\n", strerror(errno)); } } } ~llama_mmap() { munmap(addr, size); } #elif defined(_WIN32) static constexpr bool SUPPORTED = true; llama_mmap(struct llama_file * file, bool prefetch = true, bool numa = false) { (void) numa; size = file->size; HANDLE hFile = (HANDLE) _get_osfhandle(_fileno(file->fp)); HANDLE hMapping = CreateFileMappingA(hFile, NULL, PAGE_READONLY, 0, 0, NULL); DWORD error = GetLastError(); if (hMapping == NULL) { throw std::runtime_error(format("CreateFileMappingA failed: %s", llama_format_win_err(error).c_str())); } addr = MapViewOfFile(hMapping, FILE_MAP_READ, 0, 0, 0); error = GetLastError(); CloseHandle(hMapping); if (addr == NULL) { throw std::runtime_error(format("MapViewOfFile failed: %s", llama_format_win_err(error).c_str())); } #if _WIN32_WINNT >= _WIN32_WINNT_WIN8 if (prefetch) { // Advise the kernel to preload the mapped memory WIN32_MEMORY_RANGE_ENTRY range; range.VirtualAddress = addr; range.NumberOfBytes = (SIZE_T)size; if (!PrefetchVirtualMemory(GetCurrentProcess(), 1, &range, 0)) { fprintf(stderr, "warning: PrefetchVirtualMemory failed: %s\n", llama_format_win_err(GetLastError()).c_str()); } } #else #pragma message("warning: You are building for pre-Windows 8; prefetch not supported") #endif // _WIN32_WINNT >= _WIN32_WINNT_WIN8 } ~llama_mmap() { if (!UnmapViewOfFile(addr)) { fprintf(stderr, "warning: UnmapViewOfFile failed: %s\n", llama_format_win_err(GetLastError()).c_str()); } } #else static constexpr bool SUPPORTED = false; llama_mmap(struct llama_file *, bool prefetch = true, bool numa = false) { (void) prefetch; (void) numa; throw std::runtime_error(std::string("mmap not supported")); } #endif }; // Represents some region of memory being locked using mlock or VirtualLock; // will automatically unlock on destruction. struct llama_mlock { void * addr = NULL; size_t size = 0; bool failed_already = false; llama_mlock() {} llama_mlock(const llama_mlock &) = delete; ~llama_mlock() { if (size) { raw_unlock(addr, size); } } void init(void * ptr) { LLAMA_ASSERT(addr == NULL && size == 0); addr = ptr; } void grow_to(size_t target_size) { LLAMA_ASSERT(addr); if (failed_already) { return; } size_t granularity = lock_granularity(); target_size = (target_size + granularity - 1) & ~(granularity - 1); if (target_size > size) { if (raw_lock((uint8_t *) addr + size, target_size - size)) { size = target_size; } else { failed_already = true; } } } #ifdef _POSIX_MEMLOCK_RANGE static constexpr bool SUPPORTED = true; size_t lock_granularity() { return (size_t) sysconf(_SC_PAGESIZE); } #ifdef __APPLE__ #define MLOCK_SUGGESTION \ "Try increasing the sysctl values 'vm.user_wire_limit' and 'vm.global_user_wire_limit' and/or " \ "decreasing 'vm.global_no_user_wire_amount'. Also try increasing RLIMIT_MLOCK (ulimit -l).\n" #else #define MLOCK_SUGGESTION \ "Try increasing RLIMIT_MLOCK ('ulimit -l' as root).\n" #endif bool raw_lock(const void * addr, size_t size) { if (!mlock(addr, size)) { return true; } else { char* errmsg = std::strerror(errno); bool suggest = (errno == ENOMEM); // Check if the resource limit is fine after all struct rlimit lock_limit; if (suggest && getrlimit(RLIMIT_MEMLOCK, &lock_limit)) suggest = false; if (suggest && (lock_limit.rlim_max > lock_limit.rlim_cur + size)) suggest = false; fprintf(stderr, "warning: failed to mlock %zu-byte buffer (after previously locking %zu bytes): %s\n%s", size, this->size, errmsg, suggest ? MLOCK_SUGGESTION : ""); return false; } } #undef MLOCK_SUGGESTION void raw_unlock(void * addr, size_t size) { if (munlock(addr, size)) { fprintf(stderr, "warning: failed to munlock buffer: %s\n", std::strerror(errno)); } } #elif defined(_WIN32) static constexpr bool SUPPORTED = true; size_t lock_granularity() { SYSTEM_INFO si; GetSystemInfo(&si); return (size_t) si.dwPageSize; } bool raw_lock(void * ptr, size_t len) { for (int tries = 1; ; tries++) { if (VirtualLock(ptr, len)) { return true; } if (tries == 2) { fprintf(stderr, "warning: failed to VirtualLock %zu-byte buffer (after previously locking %zu bytes): %s\n", len, size, llama_format_win_err(GetLastError()).c_str()); return false; } // It failed but this was only the first try; increase the working // set size and try again. SIZE_T min_ws_size, max_ws_size; if (!GetProcessWorkingSetSize(GetCurrentProcess(), &min_ws_size, &max_ws_size)) { fprintf(stderr, "warning: GetProcessWorkingSetSize failed: %s\n", llama_format_win_err(GetLastError()).c_str()); return false; } // Per MSDN: "The maximum number of pages that a process can lock // is equal to the number of pages in its minimum working set minus // a small overhead." // Hopefully a megabyte is enough overhead: size_t increment = len + 1048576; // The minimum must be <= the maximum, so we need to increase both: min_ws_size += increment; max_ws_size += increment; if (!SetProcessWorkingSetSize(GetCurrentProcess(), min_ws_size, max_ws_size)) { fprintf(stderr, "warning: SetProcessWorkingSetSize failed: %s\n", llama_format_win_err(GetLastError()).c_str()); return false; } } } void raw_unlock(void * ptr, size_t len) { if (!VirtualUnlock(ptr, len)) { fprintf(stderr, "warning: failed to VirtualUnlock buffer: %s\n", llama_format_win_err(GetLastError()).c_str()); } } #else static constexpr bool SUPPORTED = false; size_t lock_granularity() { return (size_t) 65536; } bool raw_lock(const void * addr, size_t len) { fprintf(stderr, "warning: mlock not supported on this system\n"); return false; } void raw_unlock(const void * addr, size_t len) {} #endif }; // Replacement for std::vector that doesn't require zero-initialization. struct llama_buffer { uint8_t * addr = NULL; size_t size = 0; llama_buffer() = default; void resize(size_t len) { #ifdef GGML_USE_METAL free(addr); int result = posix_memalign((void **) &addr, getpagesize(), len); if (result == 0) { memset(addr, 0, len); } else { addr = NULL; } #else delete[] addr; addr = new uint8_t[len]; #endif size = len; } ~llama_buffer() { #ifdef GGML_USE_METAL free(addr); #else delete[] addr; #endif addr = NULL; } // disable copy and move llama_buffer(const llama_buffer&) = delete; llama_buffer(llama_buffer&&) = delete; llama_buffer& operator=(const llama_buffer&) = delete; llama_buffer& operator=(llama_buffer&&) = delete; }; #ifdef GGML_USE_CUBLAS #include "ggml-cuda.h" struct llama_ctx_buffer { uint8_t * addr = NULL; bool is_cuda; size_t size = 0; llama_ctx_buffer() = default; void resize(size_t size) { free(); addr = (uint8_t *) ggml_cuda_host_malloc(size); if (addr) { is_cuda = true; } else { // fall back to pageable memory addr = new uint8_t[size]; is_cuda = false; } this->size = size; } void free() { if (addr) { if (is_cuda) { ggml_cuda_host_free(addr); } else { delete[] addr; } } addr = NULL; } ~llama_ctx_buffer() { free(); } // disable copy and move llama_ctx_buffer(const llama_ctx_buffer&) = delete; llama_ctx_buffer(llama_ctx_buffer&&) = delete; llama_ctx_buffer& operator=(const llama_ctx_buffer&) = delete; llama_ctx_buffer& operator=(llama_ctx_buffer&&) = delete; }; #else typedef llama_buffer llama_ctx_buffer; #endif #endif