Releases: siboehm/lleaves
Releases · siboehm/lleaves
lleaves 0.2.3
- Fixed an overflow issue occurring during predictions on very large datasets (>50Mio rows, >20 features)
lleaves 0.2.2
- Compiler flags to tune performance & compilation speed:
fblocksize
,finline
,fcodemodel
. - Compile parameter
raw_score
, equivalent to theraw_score
parameter of LightGBM'sBooster.predict()
.
lleaves 0.2.1
Add support for multiclass prediction.
lleaves 0.2.0
Focus on performance improvements.
- Instruction cache blocking
- Agressive function inlining
- Proper native arch targeting
- Objective functions lowered into IR
Small models now run ~30% faster, large models ~300% faster.
Plus: code refactor for readability
lleaves 0.1.1
- Enable builds on Windows
lleaves 0.1.0 (Initial release)
The initial open source release of lleaves
.