Then, start the `rpc-server` with the backend:
```bash
-$ bin/rpc-server 0.0.0.0 50052
+$ bin/rpc-server -p 50052
create_backend: using CUDA backend
ggml_cuda_init: GGML_CUDA_FORCE_MMQ: no
ggml_cuda_init: CUDA_USE_TENSOR_CORES: yes
When using the CUDA backend, you can specify the device with the `CUDA_VISIBLE_DEVICES` environment variable, e.g.:
```bash
-$ CUDA_VISIBLE_DEVICES=0 bin/rpc-server 0.0.0.0 50052
+$ CUDA_VISIBLE_DEVICES=0 bin/rpc-server -p 50052
```
This way you can run multiple `rpc-server` instances on the same host, each with a different CUDA device.
#include <string>
#include <stdio.h>
+struct rpc_server_params {
+ std::string host = "0.0.0.0";
+ 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);
+ }
+ }
+ return true;
+}
+
static ggml_backend_t create_backend() {
ggml_backend_t backend = NULL;
#ifdef GGML_USE_CUDA
}
int main(int argc, char * argv[]) {
- if (argc < 3) {
- fprintf(stderr, "Usage: %s <host> <port>\n", argv[0]);
- return 1;
- }
- const char * host = argv[1];
- int port = std::stoi(argv[2]);
- if (port <= 0 || port > 65535) {
- fprintf(stderr, "Invalid port number: %d\n", port);
+ rpc_server_params params;
+ if (!rpc_server_params_parse(argc, argv, params)) {
+ fprintf(stderr, "Invalid parameters\n");
return 1;
}
ggml_backend_t backend = create_backend();
fprintf(stderr, "Failed to create backend\n");
return 1;
}
- printf("Starting RPC server on %s:%d\n", host, port);
+ std::string endpoint = params.host + ":" + std::to_string(params.port);
size_t free_mem, total_mem;
- get_backend_memory(&free_mem, &total_mem);
- std::string endpoint = std::string(host) + ":" + std::to_string(port);
+ 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));
start_rpc_server(backend, endpoint.c_str(), free_mem, total_mem);
ggml_backend_free(backend);
return 0;