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A Journey to the Edge of Stability

Lee, Jaerin et al.
arXiv (All) · Papers
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machine-learning
It has recently been found that deep learning often occurs at the "edge of stability (EoS)," where the maximum Hessian eigenvalue of the model is stabilized at a value reciprocal to the learning rate. However, what happens before we reach that regime? We fix a deep learning problem and vary first or
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