Fang Zhang

US Patent:

20210209270, Jul 8, 2021

Filed:

Dec 31, 2020

Appl. No.:

17/139281

Inventors:

- George Town, KY
Fang ZHANG - San Mateo CA, US
Jianxin CHEN - Kirkland WA, US

International Classification:

G06F 30/20
G06F 17/16
G06N 10/00

Abstract:

Embodiments of the disclosure provide method for performing contraction on a tensor network. The method can include: receiving, by a system, a tensor network comprising a plurality of tensors and a plurality of edges among the plurality of tensors, wherein each edge is associated with a plurality of index elements; determining a contraction order of the tensor network; determining, among the plurality of edges, one or more edges for generating a plurality of sub-networks based on the tensor network; and distributing the plurality of sub-networks to a plurality of computing nodes of the system to perform, by the plurality of computing nodes, contraction on the plurality of sub-networks based on the contraction order.