KernelFoundry: Hardware-aware evolutionary GPU kernel optimization
KernelFoundry is a paper by Intel researchers using an evolutionary framework to optimize GPU kernels. It employs a Quality-Diversity approach to manage a vast landscape of possibilities, moving beyond simple iterative testing. The system achieves superior execution efficiency compared to baselines, resulting in automated, hardware-aware optimization for efficient AI services.