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- W3113161081 abstract "We propose a modification to weight normalization techniques that provides the same convergence benefits but requires fewer computational operations. The proposed method, FastNorm, exploits the low-rank properties of weight updates and infers the norms without explicitly calculating them, replacing an $O(n^2)$ computation with an $O(n)$ one for a fully-connected layer. It improves numerical stability and reduces accuracy variance enabling higher learning rate and offering better convergence. We report experimental results that illustrate the advantage of the proposed method." @default.
- W3113161081 created "2020-12-21" @default.
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- W3113161081 date "2018-01-20" @default.
- W3113161081 modified "2023-09-23" @default.
- W3113161081 title "FastNorm: Improving Numerical Stability of Deep Network Training with Efficient Normalization" @default.
- W3113161081 hasPublicationYear "2018" @default.
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