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Releases: siboehm/lleaves

lleaves 0.2.2

26 Sep 16:32
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  • Compiler flags to tune performance & compilation speed: fblocksize, finline, fcodemodel.
  • Compile parameter raw_score, equivalent to the raw_score parameter of LightGBM's Booster.predict().

lleaves 0.2.1

02 Sep 15:26
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Add support for multiclass prediction.

lleaves 0.2.0

28 Jul 16:09
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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

27 Jun 05:26
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  • Enable builds on Windows

lleaves 0.1.0 (Initial release)

26 Jun 08:12
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The initial open source release of lleaves.