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@ -42,7 +42,7 @@ cmake --build . --config Release
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Then, start the `rpc-server` with the backend:
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```bash
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$ bin/rpc-server 0.0.0.0 50052
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$ bin/rpc-server -p 50052
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create_backend: using CUDA backend
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ggml_cuda_init: GGML_CUDA_FORCE_MMQ: no
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ggml_cuda_init: CUDA_USE_TENSOR_CORES: yes
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@ -53,7 +53,7 @@ Starting RPC server on 0.0.0.0:50052
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When using the CUDA backend, you can specify the device with the `CUDA_VISIBLE_DEVICES` environment variable, e.g.:
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```bash
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$ CUDA_VISIBLE_DEVICES=0 bin/rpc-server 0.0.0.0 50052
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$ CUDA_VISIBLE_DEVICES=0 bin/rpc-server -p 50052
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```
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This way you can run multiple `rpc-server` instances on the same host, each with a different CUDA device.
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@ -10,6 +10,52 @@
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#include <string>
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#include <stdio.h>
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struct rpc_server_params {
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std::string host = "0.0.0.0";
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int port = 50052;
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size_t backend_mem = 0;
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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, "\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 == "-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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}
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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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@ -45,14 +91,9 @@ static void get_backend_memory(size_t * free_mem, size_t * total_mem) {
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}
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int main(int argc, char * argv[]) {
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if (argc < 3) {
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fprintf(stderr, "Usage: %s <host> <port>\n", argv[0]);
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return 1;
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}
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const char * host = argv[1];
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int port = std::stoi(argv[2]);
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if (port <= 0 || port > 65535) {
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fprintf(stderr, "Invalid port number: %d\n", port);
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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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ggml_backend_t backend = create_backend();
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@ -60,10 +101,15 @@ int main(int argc, char * argv[]) {
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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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printf("Starting RPC server on %s:%d\n", host, port);
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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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get_backend_memory(&free_mem, &total_mem);
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std::string endpoint = std::string(host) + ":" + std::to_string(port);
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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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printf("Starting RPC server on %s, backend memory: %zu MB\n", endpoint.c_str(), free_mem / (1024 * 1024));
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start_rpc_server(backend, endpoint.c_str(), free_mem, total_mem);
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ggml_backend_free(backend);
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return 0;
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@ -28,7 +28,7 @@
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#define UNUSED GGML_UNUSED
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#define GGML_DEBUG 1
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#define GGML_DEBUG 0
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#if (GGML_DEBUG >= 1)
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#define GGML_PRINT_DEBUG(...) printf(__VA_ARGS__)
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#else
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