Improving Branch Prediction By Modeling Global History with Convolutional Neural Networks

Stephen J Tarsa, Chit-Kwan Lin, Gokce Keskin +2

CPU branch prediction has hit a wall--existing techniques achieve near-perfect accuracy on 99% of static branches, and yet the mispredictions that remain hide major performance gai…