A Tiny Compiler for Data-Parallel Kernels
Summary
The post introduces a tiny Python-based compiler that lowers data-parallel kernels into explicit vector_for code, illustrating how lanes, masks, and gathers enable SIMD-style execution. It emphasizes how uniform vs varying data flows determine emitted instructions and the memory access patterns in parallel workloads.