feat: support for cross-device row split (#1735)

This commit is contained in:
Piotr Wilkin (ilintar)
2026-07-04 10:31:18 +02:00
committed by GitHub
parent 7bcd189639
commit 68f3d6df9f
12 changed files with 322 additions and 21 deletions

View File

@@ -468,6 +468,13 @@ ArgOptions SDContextParams::get_options() {
"parameter backend assignment, e.g. disk, cpu, or diffusion=disk,clip=cpu",
(int)',',
&params_backend},
{"",
"--split-mode",
"weight distribution for modules assigned multiple devices (--backend \"diffusion=cuda0&cuda1\"): "
"layer (whole transformer blocks per device, default) or row (matmul rows split across devices, CUDA only). "
"Accepts a single mode or per-module assignments, e.g. row or diffusion=row,te=layer",
(int)',',
&split_mode},
{"",
"--rpc-servers",
"comma-separated list of RPC servers to connect to for offloading, in the format host:port, e.g. localhost:50052,192.168.1.3:50052",
@@ -830,6 +837,7 @@ std::string SDContextParams::to_string() const {
<< " eager_load: " << (eager_load ? "true" : "false") << ",\n"
<< " backend: \"" << backend << "\",\n"
<< " params_backend: \"" << params_backend << "\",\n"
<< " split_mode: \"" << split_mode << "\",\n"
<< " enable_mmap: " << (enable_mmap ? "true" : "false") << ",\n"
<< " control_net_cpu: " << (control_net_cpu ? "true" : "false") << ",\n"
<< " clip_on_cpu: " << (clip_on_cpu ? "true" : "false") << ",\n"
@@ -910,6 +918,7 @@ sd_ctx_params_t SDContextParams::to_sd_ctx_params_t(bool taesd_preview) {
sd_ctx_params.eager_load = eager_load;
sd_ctx_params.backend = effective_backend.c_str();
sd_ctx_params.params_backend = effective_params_backend.c_str();
sd_ctx_params.split_mode = split_mode.c_str();
sd_ctx_params.rpc_servers = rpc_servers.c_str();
return sd_ctx_params;
}