using simple diagrams as a tool to reveal better approaches to software optimization in deep-learning models. They say the new method makes addressing these complex tasks so simple that it can be ...

The power of deep learning systems trained with large data sets is not that if can figure out a global optimization. The power is just the opposite, that DL systems can more finely tune local ...

Deep learning is a form of machine learning ... Two things control the application of corrections: the optimization algorithm, and the learning rate variable, which usually needs to be small ...