Reducing ReLU Count for Privacy-Preserving CNN Speedup

no code implementations • 28 Jan 2021 • Inbar Helbitz, Shai Avidan

Experiments on several datasets reveal that we can cut the number of ReLU operations by up to three orders of magnitude and, as a result, cut the communication bandwidth by more than 50%.

BIG-bench Machine Learning Privacy Preserving