tilus

Perhaps any new language targetting GPU acceleration would consider TILE based concept and primitive recently supported by major GPU vendors including Nvidia [1],[2],[3],[4]. For more generic GPU targets there's TRITON [5],[6]. [1] NVIDIA CUDA 13.1 Powers Next-Gen GPU Programming with NVIDIA CUDA Tile and Performance Gains: https://developer.nvidia.com/blog/nvidia-cuda-13-1-powers-ne... [2] Nvidia Tilus: A Tile-Level GPU Kernel Programming Language: https://github.com/NVIDIA/tilus [3] Simplify GPU Programming with NVIDIA CUDA Tile in Python: https://developer.nvidia.com/blog/simplify-gpu-programming-w... [4] Tile Language: https://github.com/tile-ai/tilelang [5] Triton: An Intermediate Language and Compiler for Tiled Neural Network Computations: https://dl.acm.org/doi/10.1145/3315508.3329973 [6] Triton: https://github.com/triton-lang/trit

Interesting: https://github.com/NVIDIA/tilus Thanks for the pointer!

Is this Triton's reply to NVIDIA's tilus[1]. Tilus is suposed to be lower level (e.g. you have control over registers). NVIDIA really does not want the CUDA ecosystem to move to Triton as Triton also supports AMD and other accelerators. So with Gluon you get access to lower level features and you can stay within Triton ecosystem. [1] https://github.com/NVIDIA/tilus