公开(公告)号：US20250053811A1

公开(公告)日：2025-02-13

申请号：US18639937

申请日：2024-04-18

Applicant: Samsung Electronics Co., Ltd.

Inventor： Ahmed ELKORDY ,  Behnam BABAGHOLAMI MOHAMADABADI ,  Mostafa EL-KHAMY

IPC: G06N3/082 ,  G06N3/04

Abstract: A system and a method are disclosed for hardware-aware pruning of conformer networks. In some embodiments, the method includes: training a neural network, the training including: performing a first pruning operation, on the neural network, after a first training epoch, and performing a second pruning operation, on the neural network, after a second training epoch and after the first pruning operation, wherein each of the pruning operations results in a respective pruning fraction, the respective pruning fraction being a function of an index of a training epoch preceding the pruning operation.