ColossalAI/colossalai/inference/kv_cache
Yuanheng Zhao b21aac5bae
[Inference] Optimize and Refactor Inference Batching/Scheduling (#5367)
* add kvcache manager funcs for batching

* add batch bucket for batching

* revise RunningList struct in handler

* add kvcache/batch funcs for compatibility

* use new batching methods

* fix indexing bugs

* revise abort logic

* use cpu seq lengths/block tables

* rm unused attr in Sequence

* fix type conversion/default arg

* add and revise pytests

* revise pytests, rm unused tests

* rm unused statements

* fix pop finished indexing issue

* fix: use index in batch when retrieving inputs/update seqs

* use dict instead of odict in batch struct

* arg type hinting

* fix make compress

* refine comments

* fix: pop_n_seqs to pop the first n seqs

* add check in request handler

* remove redundant conversion

* fix test for request handler

* fix pop method in batch bucket

* fix prefill adding
2024-02-19 17:18:20 +08:00
..
__init__.py [Inference] Add CacheBlock and KV-Cache Manager (#5156) 2024-01-11 13:39:29 +00:00
block_cache.py [doc] updated inference readme (#5343) 2024-02-02 14:31:10 +08:00
kvcache_manager.py [Inference] Optimize and Refactor Inference Batching/Scheduling (#5367) 2024-02-19 17:18:20 +08:00