Looking for an optimizer better than the ADAM and SDG+Momentum implemented as an API

I have a CNN model for which the computation time and also the accuracy can be increased by replacing the optimizer I have performed SDG+ Momentum and also ADAM but is there anything better that is implemented as an API in Deeplearning library??

Not sure this is TRT related. but checkout An overview of gradient descent optimization algorithms