[PD] Avoid unused PREBUILT prompt tensor transfer (#35070)

This commit is contained in:
YAMY
2026-08-17 16:48:12 +08:00
committed by GitHub
parent 711bdacb82
commit 7c423cfd41
2 changed files with 45 additions and 6 deletions
@@ -1,7 +1,6 @@
from __future__ import annotations
import logging
from array import array
from http import HTTPStatus
from typing import TYPE_CHECKING, List
@@ -30,14 +29,16 @@ class ScheduleBatchDisaggregationDecodeMixin:
self.forward_mode = ForwardMode.PREBUILT
reqs = self.reqs
input_ids = [r.get_fill_ids()[len(r.prefix_indices) :] for r in reqs]
extend_num_tokens = sum(len(ids) for ids in input_ids)
# PREBUILT never enters a model forward. Keep the legacy scalar metadata,
# but do not flatten and copy every transferred prompt to the GPU only to
# discard it before the first decode step.
seq_lens = []
pre_lens = []
req_pool_indices = []
# Pre-calculate total size
total_size = sum(req.extend_range.length for req in reqs)
extend_num_tokens = total_size
out_cache_loc = torch.empty(total_size, dtype=torch.int64, device=self.device)
# Fill the tensor in one pass
@@ -77,9 +78,10 @@ class ScheduleBatchDisaggregationDecodeMixin:
pre_lens.append(pre_len)
# Set fields
self.input_ids = torch.tensor(
sum(input_ids, array("q")), dtype=torch.int32, device=self.device
)
# The first decode input and speculative extras are seeded by
# process_prebuilt through FutureMap, so merge/forward-entry rebuilds
# input_ids from the relay.
self.input_ids = None
self.req_pool_indices = torch.tensor(
req_pool_indices, dtype=torch.int64, device=self.device
)