tracker rebalance events
This commit is contained in:
@@ -729,6 +729,40 @@ class TorchNodeServer:
|
||||
def queue_depth(self) -> int:
|
||||
return self._server.queue_depth if self._server is not None else 0
|
||||
|
||||
def apply_tracker_directives(self, directives: list[dict]) -> dict | None:
|
||||
"""Apply tracker LOAD_SHARD directives by hot-swapping the loaded backend."""
|
||||
load_directive = next(
|
||||
(directive for directive in reversed(directives) if directive.get("action") == "LOAD_SHARD"),
|
||||
None,
|
||||
)
|
||||
if load_directive is None:
|
||||
return None
|
||||
shard_start = int(load_directive["shard_start"])
|
||||
shard_end = int(load_directive["shard_end"])
|
||||
quantization = str(load_directive.get("quantization") or self._backend.quantization)
|
||||
model_id = str(load_directive.get("model") or self._backend.model_id)
|
||||
print(
|
||||
f" [node] loading reassigned shard: {model_id} layers {shard_start}-{shard_end}",
|
||||
flush=True,
|
||||
)
|
||||
new_backend = _load_backend(model_id, shard_start, shard_end, quantization)
|
||||
self._backend = new_backend
|
||||
self._tracker_mode = shard_start == 0
|
||||
if self._server is not None:
|
||||
self._server.backend = new_backend
|
||||
self._server.tracker_mode = self._tracker_mode
|
||||
print(
|
||||
f" [node] loaded reassigned shard: {model_id} layers {shard_start}-{shard_end}",
|
||||
flush=True,
|
||||
)
|
||||
return {
|
||||
"model": model_id,
|
||||
"shard_start": shard_start,
|
||||
"shard_end": shard_end,
|
||||
"quantization": quantization,
|
||||
"tracker_mode": self._tracker_mode,
|
||||
}
|
||||
|
||||
def start(self) -> int:
|
||||
if self._server is not None:
|
||||
raise RuntimeError("TorchNodeServer is already running")
|
||||
|
||||
Reference in New Issue
Block a user