Machine Learning, Artificial Intelligence, Neural Networks, Data Science, Towards Data Science.
increased. Thus, restarts provide most of the same benefits as cyclical learning rates, such as being able to escape extreme local minima. Warm restarts with cosine annealing done every 50 iterations of Cifar10 dataset. Snapshot ensembles: Train 1, get M for free Snapshot ensembles are a wonderful