Sparsest Models Elude Pruning: An Exposé of Pruning's Current Capabilities

Stephen Zhang, Vardan Papyan

Pruning has emerged as a promising approach for compressing large-scale models, yet its effectiveness in recovering the sparsest of models has not yet been explored. We conducted a…