mirror of
https://github.com/ggml-org/llama.cpp.git
synced 2025-11-03 09:22:01 +00:00
ab6ab8f809
* rpc : send hash when tensor data is above some fixed threshold ref #10095 * rpc : put cache under $HOME/.cache/llama.cpp * try to fix win32 build * another try to fix win32 build * remove llama as dependency
306 lines
9.9 KiB
C++
306 lines
9.9 KiB
C++
#if defined(_MSC_VER)
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#define _SILENCE_CXX17_CODECVT_HEADER_DEPRECATION_WARNING
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#endif
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#include "ggml-cpu.h"
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#ifdef GGML_USE_CUDA
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#include "ggml-cuda.h"
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#endif
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#ifdef GGML_USE_METAL
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#include "ggml-metal.h"
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#endif
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#ifdef GGML_USE_VULKAN
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#include "ggml-vulkan.h"
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#endif
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#ifdef GGML_USE_SYCL
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#include "ggml-sycl.h"
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#endif
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#include "ggml-rpc.h"
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#ifdef _WIN32
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# define DIRECTORY_SEPARATOR '\\'
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# include <locale>
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# include <windows.h>
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# include <fcntl.h>
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# include <io.h>
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#else
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# define DIRECTORY_SEPARATOR '/'
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# include <unistd.h>
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# include <sys/stat.h>
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#endif
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#include <codecvt>
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#include <string>
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#include <stdio.h>
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#include <vector>
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#include <filesystem>
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namespace fs = std::filesystem;
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// NOTE: this is copied from common.cpp to avoid linking with libcommon
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// returns true if successful, false otherwise
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static bool fs_create_directory_with_parents(const std::string & path) {
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#ifdef _WIN32
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std::wstring_convert<std::codecvt_utf8<wchar_t>> converter;
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std::wstring wpath = converter.from_bytes(path);
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// if the path already exists, check whether it's a directory
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const DWORD attributes = GetFileAttributesW(wpath.c_str());
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if ((attributes != INVALID_FILE_ATTRIBUTES) && (attributes & FILE_ATTRIBUTE_DIRECTORY)) {
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return true;
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}
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size_t pos_slash = 0;
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// process path from front to back, procedurally creating directories
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while ((pos_slash = path.find('\\', pos_slash)) != std::string::npos) {
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const std::wstring subpath = wpath.substr(0, pos_slash);
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const wchar_t * test = subpath.c_str();
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const bool success = CreateDirectoryW(test, NULL);
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if (!success) {
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const DWORD error = GetLastError();
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// if the path already exists, ensure that it's a directory
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if (error == ERROR_ALREADY_EXISTS) {
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const DWORD attributes = GetFileAttributesW(subpath.c_str());
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if (attributes == INVALID_FILE_ATTRIBUTES || !(attributes & FILE_ATTRIBUTE_DIRECTORY)) {
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return false;
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}
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} else {
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return false;
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}
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}
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pos_slash += 1;
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}
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return true;
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#else
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// if the path already exists, check whether it's a directory
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struct stat info;
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if (stat(path.c_str(), &info) == 0) {
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return S_ISDIR(info.st_mode);
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}
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size_t pos_slash = 1; // skip leading slashes for directory creation
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// process path from front to back, procedurally creating directories
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while ((pos_slash = path.find('/', pos_slash)) != std::string::npos) {
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const std::string subpath = path.substr(0, pos_slash);
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struct stat info;
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// if the path already exists, ensure that it's a directory
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if (stat(subpath.c_str(), &info) == 0) {
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if (!S_ISDIR(info.st_mode)) {
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return false;
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}
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} else {
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// create parent directories
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const int ret = mkdir(subpath.c_str(), 0755);
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if (ret != 0) {
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return false;
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}
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}
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pos_slash += 1;
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}
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return true;
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#endif // _WIN32
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}
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// NOTE: this is copied from common.cpp to avoid linking with libcommon
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static std::string fs_get_cache_directory() {
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std::string cache_directory = "";
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auto ensure_trailing_slash = [](std::string p) {
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// Make sure to add trailing slash
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if (p.back() != DIRECTORY_SEPARATOR) {
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p += DIRECTORY_SEPARATOR;
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}
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return p;
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};
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if (getenv("LLAMA_CACHE")) {
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cache_directory = std::getenv("LLAMA_CACHE");
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} else {
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#ifdef __linux__
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if (std::getenv("XDG_CACHE_HOME")) {
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cache_directory = std::getenv("XDG_CACHE_HOME");
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} else {
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cache_directory = std::getenv("HOME") + std::string("/.cache/");
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}
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#elif defined(__APPLE__)
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cache_directory = std::getenv("HOME") + std::string("/Library/Caches/");
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#elif defined(_WIN32)
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cache_directory = std::getenv("LOCALAPPDATA");
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#endif // __linux__
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cache_directory = ensure_trailing_slash(cache_directory);
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cache_directory += "llama.cpp";
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}
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return ensure_trailing_slash(cache_directory);
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}
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struct rpc_server_params {
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std::string host = "127.0.0.1";
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int port = 50052;
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size_t backend_mem = 0;
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bool use_cache = false;
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};
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static void print_usage(int /*argc*/, char ** argv, rpc_server_params params) {
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fprintf(stderr, "Usage: %s [options]\n\n", argv[0]);
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fprintf(stderr, "options:\n");
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fprintf(stderr, " -h, --help show this help message and exit\n");
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fprintf(stderr, " -H HOST, --host HOST host to bind to (default: %s)\n", params.host.c_str());
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fprintf(stderr, " -p PORT, --port PORT port to bind to (default: %d)\n", params.port);
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fprintf(stderr, " -m MEM, --mem MEM backend memory size (in MB)\n");
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fprintf(stderr, " -c, --cache enable local file cache\n");
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fprintf(stderr, "\n");
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}
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static bool rpc_server_params_parse(int argc, char ** argv, rpc_server_params & params) {
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std::string arg;
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for (int i = 1; i < argc; i++) {
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arg = argv[i];
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if (arg == "-H" || arg == "--host") {
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if (++i >= argc) {
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return false;
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}
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params.host = argv[i];
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} else if (arg == "-p" || arg == "--port") {
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if (++i >= argc) {
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return false;
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}
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params.port = std::stoi(argv[i]);
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if (params.port <= 0 || params.port > 65535) {
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return false;
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}
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} else if (arg == "-c" || arg == "--cache") {
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params.use_cache = true;
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} else if (arg == "-m" || arg == "--mem") {
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if (++i >= argc) {
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return false;
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}
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params.backend_mem = std::stoul(argv[i]) * 1024 * 1024;
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} else if (arg == "-h" || arg == "--help") {
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print_usage(argc, argv, params);
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exit(0);
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} else {
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fprintf(stderr, "error: unknown argument: %s\n", arg.c_str());
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print_usage(argc, argv, params);
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exit(0);
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}
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}
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return true;
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}
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static ggml_backend_t create_backend() {
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ggml_backend_t backend = NULL;
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#ifdef GGML_USE_CUDA
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fprintf(stderr, "%s: using CUDA backend\n", __func__);
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backend = ggml_backend_cuda_init(0); // init device 0
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if (!backend) {
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fprintf(stderr, "%s: ggml_backend_cuda_init() failed\n", __func__);
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}
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#elif GGML_USE_METAL
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fprintf(stderr, "%s: using Metal backend\n", __func__);
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backend = ggml_backend_metal_init();
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if (!backend) {
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fprintf(stderr, "%s: ggml_backend_metal_init() failed\n", __func__);
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}
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#elif GGML_USE_VULKAN
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fprintf(stderr, "%s: using Vulkan backend\n", __func__);
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backend = ggml_backend_vk_init(0); // init device 0
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if (!backend) {
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fprintf(stderr, "%s: ggml_backend_vulkan_init() failed\n", __func__);
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}
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#elif GGML_USE_SYCL
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fprintf(stderr, "%s: using SYCL backend\n", __func__);
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backend = ggml_backend_sycl_init(0); // init device 0
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if (!backend) {
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fprintf(stderr, "%s: ggml_backend_sycl_init() failed\n", __func__);
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}
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#endif
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// if there aren't GPU Backends fallback to CPU backend
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if (!backend) {
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fprintf(stderr, "%s: using CPU backend\n", __func__);
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backend = ggml_backend_cpu_init();
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}
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return backend;
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}
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static void get_backend_memory(size_t * free_mem, size_t * total_mem) {
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#ifdef GGML_USE_CUDA
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ggml_backend_cuda_get_device_memory(0, free_mem, total_mem);
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#elif GGML_USE_VULKAN
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ggml_backend_vk_get_device_memory(0, free_mem, total_mem);
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#elif GGML_USE_SYCL
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ggml_backend_sycl_get_device_memory(0, free_mem, total_mem);
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#else
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#ifdef _WIN32
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MEMORYSTATUSEX status;
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status.dwLength = sizeof(status);
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GlobalMemoryStatusEx(&status);
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*total_mem = status.ullTotalPhys;
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*free_mem = status.ullAvailPhys;
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#else
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long pages = sysconf(_SC_PHYS_PAGES);
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long page_size = sysconf(_SC_PAGE_SIZE);
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*total_mem = pages * page_size;
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*free_mem = *total_mem;
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#endif
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#endif
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}
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int main(int argc, char * argv[]) {
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rpc_server_params params;
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if (!rpc_server_params_parse(argc, argv, params)) {
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fprintf(stderr, "Invalid parameters\n");
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return 1;
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}
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if (params.host != "127.0.0.1") {
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fprintf(stderr, "\n");
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fprintf(stderr, "!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!\n");
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fprintf(stderr, "WARNING: Host ('%s') is != '127.0.0.1'\n", params.host.c_str());
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fprintf(stderr, " Never expose the RPC server to an open network!\n");
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fprintf(stderr, " This is an experimental feature and is not secure!\n");
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fprintf(stderr, "!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!\n");
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fprintf(stderr, "\n");
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}
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ggml_backend_t backend = create_backend();
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if (!backend) {
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fprintf(stderr, "Failed to create backend\n");
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return 1;
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}
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std::string endpoint = params.host + ":" + std::to_string(params.port);
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size_t free_mem, total_mem;
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if (params.backend_mem > 0) {
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free_mem = params.backend_mem;
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total_mem = params.backend_mem;
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} else {
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get_backend_memory(&free_mem, &total_mem);
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}
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const char * cache_dir = nullptr;
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std::string cache_dir_str = fs_get_cache_directory() + "rpc/";
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if (params.use_cache) {
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if (!fs_create_directory_with_parents(cache_dir_str)) {
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fprintf(stderr, "Failed to create cache directory: %s\n", cache_dir_str.c_str());
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return 1;
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}
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cache_dir = cache_dir_str.c_str();
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}
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printf("Starting RPC server\n");
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printf(" endpoint : %s\n", endpoint.c_str());
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printf(" local cache : %s\n", cache_dir ? cache_dir : "n/a");
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printf(" backend memory : %zu MB\n", free_mem / (1024 * 1024));
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ggml_backend_rpc_start_server(backend, endpoint.c_str(), cache_dir, free_mem, total_mem);
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ggml_backend_free(backend);
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return 0;
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}
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