vbatts/llama.cpp
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add multi-gpu support for ngl calculations

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Yui 2024-04-08 10:08:14 +02:00
parent 1589e524c7
commit 48fbf8ca1a
1 changed files with 13 additions and 3 deletions
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llama.cpp
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@ -4362,13 +4362,23 @@ static void llm_load_print_meta(llama_model_loader & ml, llama_model & model) {
if (vocab.linefeed_id != -1) { LLAMA_LOG_INFO( "%s: LF token = %d '%s'\n", __func__, vocab.linefeed_id, vocab.id_to_token[vocab.linefeed_id].text.c_str() ); } if (vocab.linefeed_id != -1) { LLAMA_LOG_INFO( "%s: LF token = %d '%s'\n", __func__, vocab.linefeed_id, vocab.id_to_token[vocab.linefeed_id].text.c_str() ); }
} }
static int llm_determine_max_ngl(const llama_model_loader & ml, const llama_model & model, const int main_gpu) { static int llm_determine_max_ngl(const llama_model_loader & ml, const llama_model & model, const int main_gpu, enum llama_split_mode split_mode) {
const auto & hparams = model.hparams; const auto & hparams = model.hparams;
// could become negative - use signed size_t // could become negative - use signed size_t
ssize_t available_gpu_memory = llama_get_available_device_memory(main_gpu); ssize_t available_gpu_memory = 0;
int n_layer = hparams.n_layer; int n_layer = hparams.n_layer;
if (split_mode == LLAMA_SPLIT_MODE_LAYER) {
// veeery sketchy, there has to be a better way to do this
int deice_count = llama_get_device_count();
for (int i = 0; i < deice_count; ++i) {
available_gpu_memory += llama_get_available_device_memory(i);
}
} else {
available_gpu_memory = llama_get_available_device_memory(main_gpu);
}
// "avoid a scenario where an application ooms because llama.cpp only left 5 MB of VRAM" - https://github.com/ggerganov/llama.cpp/pull/6502#discussion_r1555060962 // "avoid a scenario where an application ooms because llama.cpp only left 5 MB of VRAM" - https://github.com/ggerganov/llama.cpp/pull/6502#discussion_r1555060962
available_gpu_memory -= 50 * MiB; available_gpu_memory -= 50 * MiB;
@ -4452,7 +4462,7 @@ static bool llm_load_tensors(
auto & hparams = model.hparams; auto & hparams = model.hparams;
if (n_gpu_layers == -2) { if (n_gpu_layers == -2) {
n_gpu_layers = llm_determine_max_ngl(ml, model, main_gpu); n_gpu_layers = llm_determine_max_ngl(ml, model, main_gpu, split_mode);
LLAMA_LOG_INFO("%s: automatically set n_gpu_layers to %d\n", __func__, n_gpu_layers); LLAMA_LOG_INFO("%s: automatically set n_gpu_layers to %d\n", __func__, n_gpu_layers);
} }