SOSP: Efficiently Capturing Global Correlations by Second-Order Structured Pruning

Manuel Nonnenmacher, Thomas Pfeil, Ingo Steinwart +1

Pruning neural networks reduces inference time and memory costs. On standard hardware, these benefits will be especially prominent if coarse-grained structures, like feature maps,…