公开(公告)号：US20210150313A1

公开(公告)日：2021-05-20

申请号：US17098589

申请日：2020-11-16

Applicant: Samsung Electronics Co., Ltd.

Inventor： Arnab ROY ,  Saptarsi DAS ,  Ankur DESHWAL ,  Kiran Kolar CHANDRASEK HARAN ,  Sehwan LEE

IPC: G06N3/04 ,  G06F7/544

Abstract: A method for computing an inner product on a binary data, a ternary data, a non-binary data, and a non-ternary data using an electronic device. The method includes calculating the inner product on a ternary data, designing a fused bitwise data path to support the inner product calculation on the binary data and the ternary data, designing a FPL data path to calculate an inner product between one of the non-binary data and the non-ternary data and one of the binary data and the ternary data, and distributing the inner product calculation for the binary data and the ternary data and the inner product between one of the non-binary data and the non-ternary data and one of the binary data and the ternary data in the fused bitwise data path and the FPL data path.

公开(公告)号：US20210263738A1

公开(公告)日：2021-08-26

申请号：US17186161

申请日：2021-02-26

Applicant: Samsung Electronics Co., Ltd.

Inventor： Arnab ROY ,  Kiran Kolar CHANDRASEKHARAN ,  Sehwan LEE

IPC: G06F9/30

Abstract: A method for performing a pooling operation in bitwise manner, the method includes performing a pooling operation on ternary data upon receiving an input ternary vector, receiving an input binary vector, providing a fused hardware for performing the pooling operation on any of the received binary and the ternary data, and executing the pooling operation performed bitwise through the fused hardware.