Machine Learning, Artificial Intelligence, Neural Networks, Data Science, Towards Data Science.
parameters. Reducing the number of parameters in a network becomes increasingly important as neural architectures and datasets get larger in order to obtain reasonable execution times of models. The research paper “To prune, or not to prune: exploring the efficacy of pruning for model compression”