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Grokking or Glitching? How Low-Precision Drives Slingshot Loss Spikes

Liu, Hanqing et al.
arXiv (All) · Papers
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computation-and-languagemachine-learningoptimization-and-control
Deep neural networks exhibit periodic loss spikes during unregularized long-term training, a phenomenon known as the "Slingshot Mechanism." Existing work usually attributes this to intrinsic optimization dynamics, but its triggering mechanism remains unclear. This paper proves that this phenomenon i
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