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People Fear AI Will 'Kill All Humans.' But What if It Can Save Our Patients?

(MedPage Today) -- The New York Times reported this week that "The Trump administration is accelerating efforts to make artificial intelligence an integral part of medical care in the United States, throwing the resources and support of the federal...

People Fear AI Will 'Kill All Humans.' But What if It Can Save Our Patients?

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Fault tolerant distributed training on Amazon EKS using NVRx

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.

  • NVRx integrates into PyTorch FSDP training on Amazon EKS to improve fault tolerance.
  • Async checkpointing, in-process restart, and ftlauncher are NVRx's key features.
  • Tested on EKS cluster with H100 GPUs, achieving robust and efficient distributed training.

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