Integrating PD disaggregation with DP attention and DeepEP (#5435)

Co-authored-by: Byron Hsu <byronhsu1230@gmail.com>
This commit is contained in:
Cheng Wan
2025-04-23 01:46:01 -07:00
committed by GitHub
parent fbb5f229d4
commit 711efe7814
3 changed files with 72 additions and 8 deletions

View File

@@ -23,11 +23,13 @@ import psutil
import setproctitle
import zmq
from sglang.srt.disaggregation.utils import DisaggregationMode
from sglang.srt.layers.dp_attention import compute_dp_attention_world_info
from sglang.srt.managers.io_struct import (
TokenizedEmbeddingReqInput,
TokenizedGenerateReqInput,
)
from sglang.srt.managers.schedule_batch import Req
from sglang.srt.managers.scheduler import run_scheduler_process
from sglang.srt.server_args import PortArgs, ServerArgs
from sglang.srt.torch_memory_saver_adapter import TorchMemorySaverAdapter
@@ -226,9 +228,14 @@ class DataParallelController:
self.max_total_num_tokens = scheduler_info[0]["max_total_num_tokens"]
self.max_req_input_len = scheduler_info[0]["max_req_input_len"]
def round_robin_scheduler(self, req):
self.workers[self.round_robin_counter].send_pyobj(req)
self.round_robin_counter = (self.round_robin_counter + 1) % len(self.workers)
def round_robin_scheduler(self, req: Req):
if self.server_args.disaggregation_mode == "null":
self.workers[self.round_robin_counter].send_pyobj(req)
self.round_robin_counter = (self.round_robin_counter + 1) % len(
self.workers
)
else:
self.workers[req.bootstrap_room % len(self.workers)].send_pyobj(req)
def shortest_queue_scheduler(self, input_requests):
raise NotImplementedError()