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7 changes: 7 additions & 0 deletions vllm/device_allocator/cumem.py
Original file line number Diff line number Diff line change
Expand Up @@ -8,6 +8,7 @@
# not sure why, they are created from a different context.
# the only successful approach is to call cuda driver API in C.
import dataclasses
import os
from contextlib import contextmanager
from typing import Any, Callable, Dict, Optional, Tuple, Union

Expand Down Expand Up @@ -140,6 +141,12 @@ def get_instance() -> "CuMemAllocator":
return CuMemAllocator.instance

def __init__(self):
conf = os.environ.get("PYTORCH_CUDA_ALLOC_CONF", "")
assert "expandable_segments:True" not in conf, \
("Expandable segments are not compatible with memory pool. "
"Please track https://github.com/pytorch/pytorch/issues/147851 "
"for the latest updates.")

self.pointer_to_data: Dict[int, AllocationData] = {}
self.current_tag: str = CuMemAllocator.default_tag
self.allocator_and_pools: Dict[str, Any] = {}
Expand Down