David BresslerinTowards Data ScienceBuilding a convolutional neural network for natural language processingHow to build a gated convolutional neural network (GCNN) from scratch, with Pytorch implementation10 min read·Dec 11, 2018--4--4
David BresslerinTowards Data ScienceSpeed up your deep learning language model up to 1000% with the adaptive softmax, Part 2: Pytorch…In Part 1 of this blog post, I explained how the adaptive softmax works, and how it can speed up your language model by up to 1000%. Here…5 min read·Nov 14, 2018--2--2
David BresslerinTowards Data ScienceSpeed up your deep learning language model up to 1000% with the adaptive softmax, Part 1How would you like to speed up your language modeling (LM) tasks by 1000%, with nearly no drop in accuracy? A recent paper from Grave et…8 min read·Nov 14, 2018--1--1