Towards Data Science, Neural Networks, Deep Learning, Machine Learning, Naturallanguageprocessing.
dependencies. 1.2. RNN problem 2 — Suffers from gradient vanishing and gradient explosion. Transformer Solution — There is little to no gradient vanishing or explosion problem. In Transformer networks, the entire sequence is trained simultaneously, and to build on that only a few more layers are