Post from Oct 27, 2025

A possible intuition for understanding GPU memory hierarchy (and the performance penalty for data transfer between various layers) is to think of it like a manufacturing logistics problem: CPU (host) to GPU (device) is like travelling overnight between two cities. The CPU city is like the &ldquo;headquarters&rdquo;, and contains a mega-sized warehouse of parts (think football field sizes), also…