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aws_ml_blog · Sep 16, 2026 · news

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Fault tolerant distributed training on Amazon EKS using NVRx

aws.amazon.comSep 16, 2026
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In brief

Integrate NVIDIA Resiliency Extension (NVRx) into PyTorch FSDP training on Amazon EKS to overlap checkpoint I/O with training and recover from GPU faults in seconds. This post covers async checkpointing, in-process re...

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Fault tolerant distributed training on Amazon EKS using NVRx

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