Machine Learning, Deep Learning, Gradient Descent, Neural Networks, Learning Rate.
Stochastic Gradient Descent with Restarts (SGDR), a variant of learning rate annealing, which gradually decreases the learning rate through training. Image 1: Each step decreases in size There are different methods of annealing, different ways of decreasing the step size. One popular way is to