Machine Learning, AI, Autonomous Driving.
capacity N and data quantity D. As expected we observe better loss with larger N and D, while the impact of N is much larger than D, indicating that we need larger models to handle current data. Moreover, by fixing a target L, we can fit the needed (N, D) profile, which guides model design. Figure