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Submitted on 15 Jun 2017 An overview of gradient descent optimization algorithms arXiv:1609.04747v2 [cs.LG] An overview of gradient descent optimization algorithms Gradient descent optimization algorithms, while increasingly popular, are often used as black-box optimizers, as practical explanations of their strengths and weaknesses are hard to come by. This article aims to provide the reader wit..