I have seen many research papers use SGD and RMSProp in place of Adam.
By my knowledge adam is considered to be the best and the best default choice.
Moreover, since adam offers adaptive learning rate for every single parameter I see no point why anyone would use any other optimizer. Please enlighten me fellow machine learning scientists.
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