Reactant: Optimize Julia functions with MLIR & XLA | Moses | JuliaCon Global 2025
Автор: The Julia Programming Language
Загружено: 2025-12-15
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Reactant: Optimize Julia functions with MLIR & XLA by William Moses
PreTalx: https://pretalx.com/juliacon-2025/tal...
This talk introduces Reactant, a tool for optimizing existing Julia programs through MLIR and XLA. Reactant preserves high level semantics already found in Julia programs (like linear algebra) to enable novel optimizations that cross function boundaries, rewrite programs to effectively execute on any hardware backend (including rewriting CUDA programs to run on thousands of distributed TPUs), and combines with Enzyme to provide high-performance multi-backend differentiation.
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