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Adan optimiser: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models #459

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iiSeymour opened this issue Aug 23, 2022 · 1 comment
Open

Adan optimiser: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models #459

iiSeymour opened this issue Aug 23, 2022 · 1 comment

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@iiSeymour
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Looks promising https://arxiv.org/abs/2208.06677
@XingyuXie
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Hi, @iiSeymour

Here are the results for Adan.
rastrigin_Adan
rosenbrock_Adan

It seems that many optimizers can reach the optimal point, but the practical performance varies greatly, such as Adam and Adabound. We may prefer to focus on the practical results.

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@iiSeymour @XingyuXie