Node problem detection and recovery for AWS Neuron nodes within Amazon EKS clusters
AWS Machine Learning
JULY 25, 2024
If it detects error messages specifically related to the Neuron device (which is the Trainium or AWS Inferentia chip), it will change NodeCondition to NeuronHasError on the Kubernetes API server. In the training scripts, it saves checkpoints periodically so that the training will resume from the previous checkpoint.
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