A tour through the process of optimizing slow code

After a long hiatus, I’m going to write about another paper I read recently, that is changing the way I think about using deep networks for biological sequence problems.

Background

Anyone that’s working in applied machine learning these days is familiar with the idea of convolutional neural networks …