Triton

NVIDIA released CompileIQ, an AI-powered compiler auto-tuning framework that uses evolutionary and genetic algorithms to optimize GPU compilers for individual workloads. The tool, included in NVIDIA C…

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…

PyTorch has introduced transparent tracing and compilation for Triton kernels, allowing custom operations to be visible to the compiler for optimization. The framework now supports compiling Triton ke…