K-Splanifolds

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   KS3 benchmark reports faster convergence than MLP at similar GPU latency

   Independent researcher u/1ncehost compared the third version of K-Splanifolds, KS3, with multilayer perceptrons and earlier KS versions while fitting a 4D Mandelbulb through gradient descent on random samples. The author reports that KS3 converged faster and had nearly identical GPU latency to an MLP. The author also says KS3 ranged from considerably faster convergence than an MLP in areas including noise removal, geometric fitting and financial prediction to roughly equal performance for large language models. These are self-reported results that have not been independently verified.

   r/MachineLearning · 🔥 0

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