#if defined(_MSC_VER) #define _SILENCE_CXX17_CODECVT_HEADER_DEPRECATION_WARNING #endif #include "ggml-cpu.h" #ifdef GGML_USE_CUDA #include "ggml-cuda.h" #endif #ifdef GGML_USE_METAL #include "ggml-metal.h" #endif #ifdef GGML_USE_VULKAN #include "ggml-vulkan.h" #endif #ifdef GGML_USE_SYCL #include "ggml-sycl.h" #endif #include "ggml-rpc.h" #ifdef _WIN32 # define DIRECTORY_SEPARATOR '\\' # include # include # include # include #else # define DIRECTORY_SEPARATOR '/' # include # include #endif #include #include #include #include #include namespace fs = std::filesystem; // NOTE: this is copied from common.cpp to avoid linking with libcommon // returns true if successful, false otherwise static bool fs_create_directory_with_parents(const std::string & path) { #ifdef _WIN32 std::wstring_convert> converter; std::wstring wpath = converter.from_bytes(path); // if the path already exists, check whether it's a directory const DWORD attributes = GetFileAttributesW(wpath.c_str()); if ((attributes != INVALID_FILE_ATTRIBUTES) && (attributes & FILE_ATTRIBUTE_DIRECTORY)) { return true; } size_t pos_slash = 0; // process path from front to back, procedurally creating directories while ((pos_slash = path.find('\\', pos_slash)) != std::string::npos) { const std::wstring subpath = wpath.substr(0, pos_slash); const wchar_t * test = subpath.c_str(); const bool success = CreateDirectoryW(test, NULL); if (!success) { const DWORD error = GetLastError(); // if the path already exists, ensure that it's a directory if (error == ERROR_ALREADY_EXISTS) { const DWORD attributes = GetFileAttributesW(subpath.c_str()); if (attributes == INVALID_FILE_ATTRIBUTES || !(attributes & FILE_ATTRIBUTE_DIRECTORY)) { return false; } } else { return false; } } pos_slash += 1; } return true; #else // if the path already exists, check whether it's a directory struct stat info; if (stat(path.c_str(), &info) == 0) { return S_ISDIR(info.st_mode); } size_t pos_slash = 1; // skip leading slashes for directory creation // process path from front to back, procedurally creating directories while ((pos_slash = path.find('/', pos_slash)) != std::string::npos) { const std::string subpath = path.substr(0, pos_slash); struct stat info; // if the path already exists, ensure that it's a directory if (stat(subpath.c_str(), &info) == 0) { if (!S_ISDIR(info.st_mode)) { return false; } } else { // create parent directories const int ret = mkdir(subpath.c_str(), 0755); if (ret != 0) { return false; } } pos_slash += 1; } return true; #endif // _WIN32 } // NOTE: this is copied from common.cpp to avoid linking with libcommon static std::string fs_get_cache_directory() { std::string cache_directory = ""; auto ensure_trailing_slash = [](std::string p) { // Make sure to add trailing slash if (p.back() != DIRECTORY_SEPARATOR) { p += DIRECTORY_SEPARATOR; } return p; }; if (getenv("LLAMA_CACHE")) { cache_directory = std::getenv("LLAMA_CACHE"); } else { #ifdef __linux__ if (std::getenv("XDG_CACHE_HOME")) { cache_directory = std::getenv("XDG_CACHE_HOME"); } else { cache_directory = std::getenv("HOME") + std::string("/.cache/"); } #elif defined(__APPLE__) cache_directory = std::getenv("HOME") + std::string("/Library/Caches/"); #elif defined(_WIN32) cache_directory = std::getenv("LOCALAPPDATA"); #endif // __linux__ cache_directory = ensure_trailing_slash(cache_directory); cache_directory += "llama.cpp"; } return ensure_trailing_slash(cache_directory); } struct rpc_server_params { std::string host = "127.0.0.1"; int port = 50052; size_t backend_mem = 0; bool use_cache = false; }; static void print_usage(int /*argc*/, char ** argv, rpc_server_params params) { fprintf(stderr, "Usage: %s [options]\n\n", argv[0]); fprintf(stderr, "options:\n"); fprintf(stderr, " -h, --help show this help message and exit\n"); fprintf(stderr, " -H HOST, --host HOST host to bind to (default: %s)\n", params.host.c_str()); fprintf(stderr, " -p PORT, --port PORT port to bind to (default: %d)\n", params.port); fprintf(stderr, " -m MEM, --mem MEM backend memory size (in MB)\n"); fprintf(stderr, " -c, --cache enable local file cache\n"); fprintf(stderr, "\n"); } static bool rpc_server_params_parse(int argc, char ** argv, rpc_server_params & params) { std::string arg; for (int i = 1; i < argc; i++) { arg = argv[i]; if (arg == "-H" || arg == "--host") { if (++i >= argc) { return false; } params.host = argv[i]; } else if (arg == "-p" || arg == "--port") { if (++i >= argc) { return false; } params.port = std::stoi(argv[i]); if (params.port <= 0 || params.port > 65535) { return false; } } else if (arg == "-c" || arg == "--cache") { params.use_cache = true; } else if (arg == "-m" || arg == "--mem") { if (++i >= argc) { return false; } params.backend_mem = std::stoul(argv[i]) * 1024 * 1024; } else if (arg == "-h" || arg == "--help") { print_usage(argc, argv, params); exit(0); } else { fprintf(stderr, "error: unknown argument: %s\n", arg.c_str()); print_usage(argc, argv, params); exit(0); } } return true; } static ggml_backend_t create_backend() { ggml_backend_t backend = NULL; #ifdef GGML_USE_CUDA fprintf(stderr, "%s: using CUDA backend\n", __func__); backend = ggml_backend_cuda_init(0); // init device 0 if (!backend) { fprintf(stderr, "%s: ggml_backend_cuda_init() failed\n", __func__); } #elif GGML_USE_METAL fprintf(stderr, "%s: using Metal backend\n", __func__); backend = ggml_backend_metal_init(); if (!backend) { fprintf(stderr, "%s: ggml_backend_metal_init() failed\n", __func__); } #elif GGML_USE_VULKAN fprintf(stderr, "%s: using Vulkan backend\n", __func__); backend = ggml_backend_vk_init(0); // init device 0 if (!backend) { fprintf(stderr, "%s: ggml_backend_vulkan_init() failed\n", __func__); } #elif GGML_USE_SYCL fprintf(stderr, "%s: using SYCL backend\n", __func__); backend = ggml_backend_sycl_init(0); // init device 0 if (!backend) { fprintf(stderr, "%s: ggml_backend_sycl_init() failed\n", __func__); } #endif // if there aren't GPU Backends fallback to CPU backend if (!backend) { fprintf(stderr, "%s: using CPU backend\n", __func__); backend = ggml_backend_cpu_init(); } return backend; } static void get_backend_memory(size_t * free_mem, size_t * total_mem) { #ifdef GGML_USE_CUDA ggml_backend_cuda_get_device_memory(0, free_mem, total_mem); #elif GGML_USE_VULKAN ggml_backend_vk_get_device_memory(0, free_mem, total_mem); #elif GGML_USE_SYCL ggml_backend_sycl_get_device_memory(0, free_mem, total_mem); #else #ifdef _WIN32 MEMORYSTATUSEX status; status.dwLength = sizeof(status); GlobalMemoryStatusEx(&status); *total_mem = status.ullTotalPhys; *free_mem = status.ullAvailPhys; #else long pages = sysconf(_SC_PHYS_PAGES); long page_size = sysconf(_SC_PAGE_SIZE); *total_mem = pages * page_size; *free_mem = *total_mem; #endif #endif } int main(int argc, char * argv[]) { rpc_server_params params; if (!rpc_server_params_parse(argc, argv, params)) { fprintf(stderr, "Invalid parameters\n"); return 1; } if (params.host != "127.0.0.1") { fprintf(stderr, "\n"); fprintf(stderr, "!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!\n"); fprintf(stderr, "WARNING: Host ('%s') is != '127.0.0.1'\n", params.host.c_str()); fprintf(stderr, " Never expose the RPC server to an open network!\n"); fprintf(stderr, " This is an experimental feature and is not secure!\n"); fprintf(stderr, "!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!\n"); fprintf(stderr, "\n"); } ggml_backend_t backend = create_backend(); if (!backend) { fprintf(stderr, "Failed to create backend\n"); return 1; } std::string endpoint = params.host + ":" + std::to_string(params.port); size_t free_mem, total_mem; if (params.backend_mem > 0) { free_mem = params.backend_mem; total_mem = params.backend_mem; } else { get_backend_memory(&free_mem, &total_mem); } const char * cache_dir = nullptr; std::string cache_dir_str = fs_get_cache_directory() + "rpc/"; if (params.use_cache) { if (!fs_create_directory_with_parents(cache_dir_str)) { fprintf(stderr, "Failed to create cache directory: %s\n", cache_dir_str.c_str()); return 1; } cache_dir = cache_dir_str.c_str(); } printf("Starting RPC server\n"); printf(" endpoint : %s\n", endpoint.c_str()); printf(" local cache : %s\n", cache_dir ? cache_dir : "n/a"); printf(" backend memory : %zu MB\n", free_mem / (1024 * 1024)); ggml_backend_rpc_start_server(backend, endpoint.c_str(), cache_dir, free_mem, total_mem); ggml_backend_free(backend); return 0; }