Create the compute type at launch time (if not provided in the env). (#1505)

# What does this PR do?

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Fixes # (issue)


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This commit is contained in:
Nicolas Patry 2024-01-29 12:30:50 +01:00 committed by GitHub
parent 0424dabb01
commit a9ea60684b
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GPG Key ID: B5690EEEBB952194
2 changed files with 39 additions and 9 deletions

View File

@ -982,7 +982,20 @@ fn spawn_shards(
Ok(()) Ok(())
} }
fn compute_type(num_shard: usize) -> Option<String> {
let output = Command::new("nvidia-smi")
.args(["--query-gpu=gpu_name", "--format=csv"])
.output()
.ok()?;
let output = String::from_utf8(output.stdout).ok()?;
let fullname = output.split('\n').nth(1)?;
let cardname = fullname.replace(' ', "-").to_lowercase();
let compute_type = format!("{num_shard}-{cardname}");
Some(compute_type)
}
fn spawn_webserver( fn spawn_webserver(
num_shard: usize,
args: Args, args: Args,
shutdown: Arc<AtomicBool>, shutdown: Arc<AtomicBool>,
shutdown_receiver: &mpsc::Receiver<()>, shutdown_receiver: &mpsc::Receiver<()>,
@ -1072,6 +1085,13 @@ fn spawn_webserver(
envs.push(("HUGGING_FACE_HUB_TOKEN".into(), api_token.into())) envs.push(("HUGGING_FACE_HUB_TOKEN".into(), api_token.into()))
}; };
// Parse Compute type
if let Ok(compute_type) = env::var("COMPUTE_TYPE") {
envs.push(("COMPUTE_TYPE".into(), compute_type.into()))
} else if let Some(compute_type) = compute_type(num_shard) {
envs.push(("COMPUTE_TYPE".into(), compute_type.into()))
}
let mut webserver = match Command::new("text-generation-router") let mut webserver = match Command::new("text-generation-router")
.args(router_args) .args(router_args)
.envs(envs) .envs(envs)
@ -1265,8 +1285,8 @@ fn main() -> Result<(), LauncherError> {
return Ok(()); return Ok(());
} }
let mut webserver = let mut webserver = spawn_webserver(num_shard, args, shutdown.clone(), &shutdown_receiver)
spawn_webserver(args, shutdown.clone(), &shutdown_receiver).map_err(|err| { .map_err(|err| {
shutdown_shards(shutdown.clone(), &shutdown_receiver); shutdown_shards(shutdown.clone(), &shutdown_receiver);
err err
})?; })?;

View File

@ -67,7 +67,7 @@ async fn compat_generate(
// switch on stream // switch on stream
if req.stream { if req.stream {
Ok(generate_stream(infer,compute_type, Json(req.into())) Ok(generate_stream(infer, compute_type, Json(req.into()))
.await .await
.into_response()) .into_response())
} else { } else {
@ -372,7 +372,7 @@ async fn generate_stream_internal(
let compute_characters = req.inputs.chars().count(); let compute_characters = req.inputs.chars().count();
let mut headers = HeaderMap::new(); let mut headers = HeaderMap::new();
headers.insert("x-compute-type",compute_type.parse().unwrap()); headers.insert("x-compute-type", compute_type.parse().unwrap());
headers.insert( headers.insert(
"x-compute-characters", "x-compute-characters",
compute_characters.to_string().parse().unwrap(), compute_characters.to_string().parse().unwrap(),
@ -649,13 +649,22 @@ async fn chat_completions(
) )
}; };
let (headers, response_stream) = let (headers, response_stream) = generate_stream_internal(
generate_stream_internal(infer, compute_type, Json(generate_request), on_message_callback).await; infer,
compute_type,
Json(generate_request),
on_message_callback,
)
.await;
let sse = Sse::new(response_stream).keep_alive(KeepAlive::default()); let sse = Sse::new(response_stream).keep_alive(KeepAlive::default());
Ok((headers, sse).into_response()) Ok((headers, sse).into_response())
} else { } else {
let (headers, Json(generation)) = let (headers, Json(generation)) = generate(
generate(Extension(infer), Extension(compute_type), Json(generate_request)).await?; Extension(infer),
Extension(compute_type),
Json(generate_request),
)
.await?;
let current_time = std::time::SystemTime::now() let current_time = std::time::SystemTime::now()
.duration_since(std::time::UNIX_EPOCH) .duration_since(std::time::UNIX_EPOCH)
@ -943,7 +952,8 @@ pub async fn run(
Router::new().route("/invocations", post(compat_generate)) // Use 'compat_generate' otherwise Router::new().route("/invocations", post(compat_generate)) // Use 'compat_generate' otherwise
}; };
let compute_type = ComputeType(std::env::var("COMPUTE_TYPE").unwrap_or("gpu+optimized".to_string())); let compute_type =
ComputeType(std::env::var("COMPUTE_TYPE").unwrap_or("gpu+optimized".to_string()));
// Combine routes and layers // Combine routes and layers
let app = Router::new() let app = Router::new()