Fredrik Dahlqvist

What Makes a Good Prune? Maximal Unstructured Pruning for Maximal Cosine Similarity

Pruning is an effective method to reduce the size of deep neural network models, maintain accuracy, and, in some cases, improve the network's overall performance. However, the mechanisms underpinning pruning remain unclear. Why can different methods prune by different percentages yet achieve similar…