vllm/cacheflow/block.py
2023-02-14 09:34:07 +00:00

57 lines
1.4 KiB
Python

from typing import List
from cacheflow.utils import Device
BLANK_TOKEN_ID = -1
class LogicalTokenBlock:
def __init__(
self,
block_number: int,
block_size: int,
) -> None:
self.block_number = block_number
self.block_size = block_size
self.token_ids = [BLANK_TOKEN_ID] * block_size
self.num_tokens = 0
def is_empty(self) -> bool:
return self.num_tokens == 0
def get_num_empty_slots(self) -> int:
return self.block_size - self.num_tokens
def is_full(self) -> bool:
return self.num_tokens == self.block_size
def append(self, token_ids: List[int]) -> None:
assert len(token_ids) <= self.get_num_empty_slots()
self.token_ids[self.num_tokens:self.num_tokens + len(token_ids)] = token_ids
self.num_tokens += len(token_ids)
def get_token_ids(self) -> List[int]:
return self.token_ids[:self.num_tokens]
class PhysicalTokenBlock:
def __init__(
self,
device: Device,
block_number: int,
block_size: int,
) -> None:
self.device = device
self.block_number = block_number
self.block_size = block_size
self.ref_count = 0
def __repr__(self) -> str:
return (f'PhysicalTokenBlock(device={self.device}, '
f'block_number={self.block_number}, '
f'ref_count={self.ref_count})')