AWS details detecting silent data corruption on SageMaker HyperPod
Read original source →aws.amazon.com
Silent data corruption returns a wrong but plausible number from hardware like a GPU without raising an error, letting bad values flow into gradients and weights of every replica. Loss can look normal for hours before teams notice.
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