You'd think that synchronizing the clocks across a fleet of modern servers is a solved problem, but it's actually quite a hard challenge to solve, especially if you want to get to nanosecond accuracy.

A growing problem with training ever-larger foundation models lies in the intricate synchronization of processes spanning thousands of GPUs and even more network connections. A single fault can spoil ...