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speculative : threading options (#4959)

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* speculative: expose draft threading

* fix usage format

* accept -td and -tbd args

* speculative: revert default behavior when -td is unspecified

* fix trailing whitespace
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stduhpf 2024-01-16 12:04:32 +01:00 committed by GitHub
parent 3e5ca7931c
commit e0324285a5
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3 changed files with 28 additions and 0 deletions
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22
common/common.cpp
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@ -167,6 +167,24 @@ bool gpt_params_parse_ex(int argc, char ** argv, gpt_params & params) {
if (params.n_threads_batch <= 0) { if (params.n_threads_batch <= 0) {
params.n_threads_batch = std::thread::hardware_concurrency(); params.n_threads_batch = std::thread::hardware_concurrency();
} }
} else if (arg == "-td" || arg == "--threads-draft") {
if (++i >= argc) {
invalid_param = true;
break;
}
params.n_threads_draft = std::stoi(argv[i]);
if (params.n_threads_draft <= 0) {
params.n_threads_draft = std::thread::hardware_concurrency();
}
} else if (arg == "-tbd" || arg == "--threads-batch-draft") {
if (++i >= argc) {
invalid_param = true;
break;
}
params.n_threads_batch_draft = std::stoi(argv[i]);
if (params.n_threads_batch_draft <= 0) {
params.n_threads_batch_draft = std::thread::hardware_concurrency();
}
} else if (arg == "-p" || arg == "--prompt") { } else if (arg == "-p" || arg == "--prompt") {
if (++i >= argc) { if (++i >= argc) {
invalid_param = true; invalid_param = true;
@ -845,6 +863,10 @@ void gpt_print_usage(int /*argc*/, char ** argv, const gpt_params & params) {
printf(" -t N, --threads N number of threads to use during generation (default: %d)\n", params.n_threads); printf(" -t N, --threads N number of threads to use during generation (default: %d)\n", params.n_threads);
printf(" -tb N, --threads-batch N\n"); printf(" -tb N, --threads-batch N\n");
printf(" number of threads to use during batch and prompt processing (default: same as --threads)\n"); printf(" number of threads to use during batch and prompt processing (default: same as --threads)\n");
printf(" -td N, --threads-draft N");
printf(" number of threads to use during generation (default: same as --threads)");
printf(" -tbd N, --threads-batch-draft N\n");
printf(" number of threads to use during batch and prompt processing (default: same as --threads-draft)\n");
printf(" -p PROMPT, --prompt PROMPT\n"); printf(" -p PROMPT, --prompt PROMPT\n");
printf(" prompt to start generation with (default: empty)\n"); printf(" prompt to start generation with (default: empty)\n");
printf(" -e, --escape process prompt escapes sequences (\\n, \\r, \\t, \\', \\\", \\\\)\n"); printf(" -e, --escape process prompt escapes sequences (\\n, \\r, \\t, \\', \\\", \\\\)\n");

2
common/common.h
View File

@ -46,7 +46,9 @@ struct gpt_params {
uint32_t seed = -1; // RNG seed uint32_t seed = -1; // RNG seed
int32_t n_threads = get_num_physical_cores(); int32_t n_threads = get_num_physical_cores();
int32_t n_threads_draft = -1;
int32_t n_threads_batch = -1; // number of threads to use for batch processing (-1 = use n_threads) int32_t n_threads_batch = -1; // number of threads to use for batch processing (-1 = use n_threads)
int32_t n_threads_batch_draft = -1;
int32_t n_predict = -1; // new tokens to predict int32_t n_predict = -1; // new tokens to predict
int32_t n_ctx = 512; // context size int32_t n_ctx = 512; // context size
int32_t n_batch = 512; // batch size for prompt processing (must be >=32 to use BLAS) int32_t n_batch = 512; // batch size for prompt processing (must be >=32 to use BLAS)

4
examples/speculative/speculative.cpp
View File

@ -65,6 +65,10 @@ int main(int argc, char ** argv) {
// load the draft model // load the draft model
params.model = params.model_draft; params.model = params.model_draft;
params.n_gpu_layers = params.n_gpu_layers_draft; params.n_gpu_layers = params.n_gpu_layers_draft;
if (params.n_threads_draft > 0) {
params.n_threads = params.n_threads_draft;
}
params.n_threads_batch = params.n_threads_batch_draft;
std::tie(model_dft, ctx_dft) = llama_init_from_gpt_params(params); std::tie(model_dft, ctx_dft) = llama_init_from_gpt_params(params);
{ {