Fault tolerant distributed training on Amazon EKS using NVRx
AWS Blog
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NVIDIA'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.
