公开(公告)号：US20240013050A1

公开(公告)日：2024-01-11

申请号：US17857593

申请日：2022-07-05

Applicant: International Business Machines Corporation

Inventor： Subhankar PAL ,  Alper BUYUKTOSUNOGLU ,  Ehud AHARONI ,  Nir DRUCKER ,  Omri SOCEANU ,  Hayim SHAUL ,  Kanthi SARPATWAR ,  Roman VACULIN ,  Moran BARUCH ,  Pradip BOSE

IPC: G06N3/08 ,  G06N3/063 ,  H04L9/00

CPC classification number: G06N3/082 ,  G06N3/063 ,  H04L9/008

Abstract: An example system includes a processor to prune a machine learning model based on an importance of neurons or weights. The processor is to further permute and pack remaining neurons or weights of the pruned machine learning model to reduce an amount of ciphertext computation under a selected constraint.