Hardware5h ago
The Decline of Hand-Fused Megakernels
Hand-fused forward pass kernels with 67k lines of code are vanishing from production. Modern hardware like Nvidia Rubin reduces the need for manual fusion by solving CTA straggler issues. This shift renders labor-intensive kernel optimization obsolete for most inference providers. Engineers can now prioritize higher-level logic over marginal launch overhead gains.