Behind the Scenes of Distributed Training and Why Your GPU Wiring Matters as Much as Your Strategy

This article explores the technical nuances of distributed training, covering methods like DDP, FSDP, and ZeRO stages. It emphasizes that the physical wiring and interconnect between GPUs are as critical to performance as the training strategy itself. The piece provides a measured analysis for practitioners optimizing large-scale model training.