21:01
2026-08-18
pub.towardsai.net
artificial-intelligence
What a Kernel Is, and Why Everyone Is Writing New Ones
A kernel is a single function that runs on a GPU, and the steep memory hierarchy—with a 1,600x gap between L2 cache and HBM—makes kernel design crucial for AI performance. FlashAttention, developed by…