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Fully Sharded Data Parallel

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18:59

2026-09-16

aws.amazon.com

ai-infrastructure

Fault tolerant distributed training on Amazon EKS using NVRx

NVIDIA's Resiliency Extension (NVRx) can be integrated into PyTorch Fully Sharded Data Parallel training on Amazon Elastic Kubernetes Service to cut idle GPU time, with synchronous checkpointing consu…

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NVIDIA 1 NVRx 1 Amazon EKS 1 PyTorch 1 NVIDIA Collective Communication Library 1 ft_launcher 1 H100 1

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ai infrastructure 1 machine learning 1 mlops 1 ai research 1