A Tiny Compiler for Data-Parallel Kernels

Software Development, Programming Languages, Compilers(healeycodes.com)view on HackerNews
compilerdata parallelismvector_forASTIRSIMDSIMTPython

Author: healeycodes

Date: 6/25/2026

Article Summary:
The author built a tiny compiler (~180LOC of Python) to understand the transformation of regular-looking code into a simpler, more explicit form where data parallelism is visible, with a focus on lowering kernels (rewriting them into a simpler form where data parallelism is visible) and replacing for loops with vector_for loops.