misc(backend): allow rebinding numa core affinity

This commit is contained in:
Morgan Funtowicz 2024-11-22 14:02:58 +01:00
parent 30ae99631c
commit 2d9465d181
4 changed files with 16 additions and 19 deletions

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@ -3,7 +3,6 @@
// //
#include <filesystem> #include <filesystem>
#include <span>
#include <ggml.h> #include <ggml.h>
#include <llama.h> #include <llama.h>

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@ -111,7 +111,7 @@ namespace huggingface::tgi::backends::llamacpp {
struct numa_cpumask_deleter { void operator()(struct bitmask* cpumask){ numa_free_cpumask(cpumask); }}; struct numa_cpumask_deleter { void operator()(struct bitmask* cpumask){ numa_free_cpumask(cpumask); }};
typedef std::unique_ptr<struct bitmask, numa_cpumask_deleter> unique_cpumask_ptr; typedef std::unique_ptr<struct bitmask, numa_cpumask_deleter> unique_cpumask_ptr;
void set_numactl_core_affinity(rust::Slice<const size_t> affinity) { void set_numa_core_affinity(rust::Slice<const size_t> affinity) {
// void set_numactl_core_affinity(std::vector<size_t> affinity) { // void set_numactl_core_affinity(std::vector<size_t> affinity) {
#ifdef NUMA_AVAILABLE #ifdef NUMA_AVAILABLE
if(numa_available()) { if(numa_available()) {
@ -173,6 +173,14 @@ namespace huggingface::tgi::backends::llamacpp {
SPDLOG_WARN("TGI's llama.cpp backend was compiled without NUMA support"); SPDLOG_WARN("TGI's llama.cpp backend was compiled without NUMA support");
#endif #endif
} }
/**
*
*/
void update_numa_affinity() {
SPDLOG_INFO("Rebinding NUMA affinity for current worker on thread: {}", std::this_thread::get_id());
llama_numa_init(ggml_numa_strategy::GGML_NUMA_STRATEGY_NUMACTL);
}
} }

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@ -1,6 +1,6 @@
use crate::ffi::{ use crate::ffi::{
create_worker_frontend, set_numactl_core_affinity, GenerationParams, LlamaCppWorkerFrontend, create_worker_frontend, set_numa_core_affinity, update_numa_affinity, GenerationParams,
SamplingParams, LlamaCppWorkerFrontend, SamplingParams,
}; };
use async_channel::{unbounded as mpmc_unbounded, Receiver as MpmcReceiver, Sender as MpmcSender}; use async_channel::{unbounded as mpmc_unbounded, Receiver as MpmcReceiver, Sender as MpmcSender};
use async_trait::async_trait; use async_trait::async_trait;
@ -8,7 +8,6 @@ use cxx::UniquePtr;
use log::warn; use log::warn;
use std::ops::Range; use std::ops::Range;
use std::path::{Path, PathBuf}; use std::path::{Path, PathBuf};
use std::sync::mpsc::{channel, Receiver, Sender};
use std::sync::Arc; use std::sync::Arc;
use std::thread::spawn; use std::thread::spawn;
use text_generation_router::infer::InferError::GenerationError; use text_generation_router::infer::InferError::GenerationError;
@ -25,17 +24,6 @@ use tokio::time::Instant;
use tokio_stream::wrappers::UnboundedReceiverStream; use tokio_stream::wrappers::UnboundedReceiverStream;
use tracing::{debug, error, info}; use tracing::{debug, error, info};
macro_rules! send_or_warn {
($send: expr, $err: expr) => {
if let Err(se) = $send.send(err) {
warn!(
"Failed to send message back to the user: {}. Originating error: {}",
se, e
);
}
};
}
fn get_num_cores() -> usize { fn get_num_cores() -> usize {
match option_env!("TGI_USE_PHYSICAL_CORES") match option_env!("TGI_USE_PHYSICAL_CORES")
.unwrap_or("OFF") .unwrap_or("OFF")
@ -272,8 +260,9 @@ fn worker_loop(
// This loop will mostly decode single token at every step, so no need to rely on parallelism // This loop will mostly decode single token at every step, so no need to rely on parallelism
tokenizers::utils::parallelism::set_parallelism(false); tokenizers::utils::parallelism::set_parallelism(false);
// Bind cores for the current thread // Bind cores for the current thread and make sure it's taken into account
set_numactl_core_affinity(&affinity); set_numa_core_affinity(&affinity);
update_numa_affinity();
loop { loop {
if let Ok((generation, stream)) = backlog.recv_blocking() { if let Ok((generation, stream)) = backlog.recv_blocking() {

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@ -54,7 +54,8 @@ mod ffi {
num_threads: u32, num_threads: u32,
) -> Result<UniquePtr<LlamaCppWorkerFrontend>>; ) -> Result<UniquePtr<LlamaCppWorkerFrontend>>;
fn set_numactl_core_affinity(affinity: &[usize]); fn set_numa_core_affinity(affinity: &[usize]);
fn update_numa_affinity();
unsafe fn stream( unsafe fn stream(
self: Pin<&mut LlamaCppWorkerFrontend>, self: Pin<&mut LlamaCppWorkerFrontend>,