Fault tolerant distributed training on Amazon EKS using NVRx
AWS Blog
Read full postNVIDIA's Resiliency Extension (NVRx) integrates with PyTorch Fully Sharded Data Parallel training on Amazon EKS to improve fault tolerance in large-scale distributed GPU training. It enables asynchronous checkpointing and rapid recovery from faults, reducing idle GPU time and speeding up training on multi-node clusters.


