In a network containing multiple nodes, the need for synchronization between the various nodes is not just instrumental but also a complicated and highly complex process. This process becomes even ...

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 ...