TileLang

NVIDIA's C++ template-based CUTLASS library for GPU kernels suffers from compile times of up to 20 seconds for a single kernel and over 17 minutes for full builds, prompting a shift toward Python-embe…

TileLang introduces a middle-ground approach for writing high-performance GPU kernels, offering explicit control over shared memory allocation, pipeline staging, and warp partitioning through Python c…