Less is more: learning what to profile for GPU kernel optimization.

arXiv:2610.36576v1 Announce Type: cross Abstract: Large language models have recently shown strong potential for automatically optimizing GPU kernels, yet their effectiveness depends critically on the hardware information available to the kernel optimization m