Machine Learning, AI, Autonomous Driving.
How does model performance (represented by training or evaluation losses) improve with the model and training set size scale up? We fit a Model performance scaling law based on training and evaluation losses to answer this question. We start with some basic nomenclatures: N — Model capacity: number