Abstract: Modern deep neural networks, particularly recent large language models, come with massive model sizes that require significant computational and storage ...

Abstract: A challenge of channel pruning is designing efficient and effective criteria to select channels to prune. A widely used criterion is minimal performance degeneration, e.g., loss changes ...

Fig trees are prolific growers and can mature at 10 to 30 feet tall and wide. Pruning controls their size so they grow more bushlike than treelike. Native to Asia and the Mediterranean, they thrive in ...