Keep Your ML Training Running: NVRx on Amazon EKS
Learn how to build fault-tolerant distributed training using NVIDIA Resiliency Extension (NVRx) with PyTorch FSDP on Amazon EKS—recover from GPU failures in seconds while maintaining 99%+ training efficiency. The post walks you through async checkpointing and in-job restart strategies, backed by real H100 benchmarks across 2-8 node clusters.
source: [aws/machine-learning-blog]