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12 changes: 10 additions & 2 deletions fastdeploy/engine/sched/resource_manager_v1.py
Original file line number Diff line number Diff line change
Expand Up @@ -1070,9 +1070,12 @@ def _allocate_decode_and_extend():
self.cache_manager.num_cpu_blocks > 0
or self.config.cache_config.kvcache_storage_backend
):
if not self.cache_manager.can_allocate_gpu_blocks(
can_schedule_block_num_threshold = self._get_can_schedule_prefill_threshold_block(

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🟡 建议 此修复路径缺少对应的单元测试。

建议在 tests/scheduler/ 下补充测试用例,覆盖 enable_prefix_caching=True + num_cpu_blocks > 0(或 kvcache_storage_backend 非空)场景下,_get_can_schedule_prefill_threshold_block 阈值计算是否正确阻止了 block 泄漏。

(request.need_prefill_tokens + self.config.cache_config.block_size - 1)
// self.config.cache_config.block_size
)
if not self.cache_manager.can_allocate_gpu_blocks(
can_schedule_block_num_threshold
): # to prevent block allocation for matching in hierarchical cache and cause dead lock
break
success = self.get_prefix_cached_blocks(request)
Expand Down Expand Up @@ -1134,6 +1137,7 @@ def _allocate_decode_and_extend():
self.req_dict[request.request_id] = allocated_position
llm_logger.debug(f"req_id:{request.request_id} allocate pos end")
else:
# Warning: _free_blocks before update_cache_blocks may cause storage blocks leak
if self.config.cache_config.enable_prefix_caching:
self._free_blocks(request)
break
Expand All @@ -1150,9 +1154,12 @@ def _allocate_decode_and_extend():
self.cache_manager.num_cpu_blocks > 0
or self.config.cache_config.kvcache_storage_backend
):
if not self.cache_manager.can_allocate_gpu_blocks(
can_schedule_block_num_threshold = self._get_can_schedule_prefill_threshold_block(
(request.need_prefill_tokens + self.config.cache_config.block_size - 1)
// self.config.cache_config.block_size
)
if not self.cache_manager.can_allocate_gpu_blocks(
can_schedule_block_num_threshold
): # to prevent block allocation for matching in hierarchical cache and cause dead lock
break
success = self.get_prefix_cached_blocks(request)
Expand Down Expand Up @@ -1196,6 +1203,7 @@ def _allocate_decode_and_extend():
)
request.status = RequestStatus.RUNNING_PREFILL
else:
# Warning: _free_blocks before update_cache_blocks may cause storage blocks leak
if self.config.cache_config.enable_prefix_caching:
self._free_blocks(request)
break
Expand Down
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