examples/rpc/rpc-server.cpp

#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

#include "ggml-rpc.h"
#ifdef _WIN32
#  include <windows.h>
#else
#  include <unistd.h>
#endif
#include <string>
#include <stdio.h>

struct rpc_server_params {
    std::string host        = "127.0.0.1";
    int         port        = 50052;
    size_t      backend_mem = 0;
};

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, "\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 == "-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__);
    }
#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);
#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);
    }
    printf("Starting RPC server on %s, backend memory: %zu MB\n", endpoint.c_str(), free_mem / (1024 * 1024));
    ggml_backend_rpc_start_server(backend, endpoint.c_str(), free_mem, total_mem);
    ggml_backend_free(backend);
    return 0;
}