公开(公告)号：US20200293858A1

公开(公告)日：2020-09-17

申请号：US16816861

申请日：2020-03-12

Applicant: Samsung Electronics Co., Ltd.

Inventor： Saptarsi DAS ,  Sabitha KUSUMA ,  Sehwan LEE ,  Ankur DESHWAL ,  Kiran Kolar CHANDRASEKHARAN

IPC: G06N3/04 ,  G06F17/16

Abstract: A method and an apparatus for processing layers in a neural network fetch Input Feature Map (IFM) tiles of an IFM tensor and kernel tiles of a kernel tensor, perform a convolutional operation on the IFM tiles and the kernel tiles by exploiting IFM sparsity and kernel sparsity, and generate a plurality of OFM tiles corresponding to the IFM tiles.

公开(公告)号：US20230186050A1

公开(公告)日：2023-06-15

申请号：US18107210

申请日：2023-02-08

Applicant: Samsung Electronics Co., Ltd.

Inventor： Saptarsi DAS ,  Sabitha KUSUMA ,  Sehwan LEE ,  Ankur DESHWAL ,  Kiran Kolar CHANDRASEKHARAN

IPC: G06N3/04 ,  G06F17/16

CPC classification number: G06N3/04 ,  G06F17/16

Abstract: A method and an apparatus for processing layers in a neural network fetch Input Feature Map (IFM) tiles of an IFM tensor and kernel tiles of a kernel tensor, perform a convolutional operation on the IFM tiles and the kernel tiles by exploiting IFM sparsity and kernel sparsity, and generate a plurality of OFM tiles corresponding to the IFM tiles.