Making Deep Learning Go Brrrr from First Principles

First-principles guide to deep learning performance optimization, covering memory bandwidth, compute bottlenecks, and profiling over ad-hoc tricks. Useful for ML engineers optimizing training throughput on modern GPU hardware, though the content appears to be an older evergreen post rather than new research.