Abstract:The aim of this study is to present a new type of optimization algorithm to train deep learning model. In other to achieve this, we used a convex combination method to combine the coefficients of Fletcher-Reeves (FR) and Polak-Ribiere-Polyak (PRP) on a three-term conjugate gradient method. This algorithm called Three-term PRP-FR Algorithm was implemented from scratch using python programming language alongside some existing optimizers. These optimizers were evaluated and compared based on the convergence of th… Show more
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