Hyperparameter Optimization is getting deeper and deeper as the complexity in deep learning models increases. Many handy tools have been developed to tune the parameters like HyperOpt, SMAC, Spearmint, etc. However, these existing tool kits have some serious issues that can’t be neglected as we progress.  Firstly, all previous hyperparameter optimization frameworks require the user…

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