Title:
METHOD AND APPARATUS FOR ANALYZING NEURAL NETWORK PERFORMANCE
Document Type and Number:
WIPO Patent Application WO/2022/071685
Kind Code:
A1
Abstract:
A method of predicting performance of a hardware arrangement or a neural network model includes: obtaining one or more of a first hardware arrangement or a first neural network model, obtaining a first graphical model comprising a first plurality of nodes corresponding to the obtained first hardware arrangement or the obtained first neural network model, wherein each node of the first plurality of nodes corresponds to a respective component or device of the first plurality of interconnected components or devices or a respective operation of the first plurality of operations; extracting, based on the first graphical model, a first graphical representation of the obtained first hardware arrangement or the obtained first neural network model; predicting, based on the first graphical representation, performance of the obtained first hardware arrangement or the obtained first neural network model; and outputting the predicted performance.
Inventors:
CHAU CHUN PONG (GB)
ABDELFATTAH MOHAMED S (GB)
DUDZIAK LUKASZ (GB)
LEE ROYSON (GB)
KIM HYEJI (GB)
LANE NICHOLAS DONALD ATKINS (GB)
ABDELFATTAH MOHAMED S (GB)
DUDZIAK LUKASZ (GB)
LEE ROYSON (GB)
KIM HYEJI (GB)
LANE NICHOLAS DONALD ATKINS (GB)
Application Number:
PCT/KR2021/012852
Publication Date:
April 07, 2022
Filing Date:
September 17, 2021
Export Citation:
Assignee:
SAMSUNG ELECTRONICS CO LTD (KR)
International Classes:
G06N3/063; G06N3/04; G06N3/08
Foreign References:
| US20200151088A1 | 2020-05-14 | |||
| US10078717B1 | 2018-09-18 | |||
| US20200050939A1 | 2020-02-13 | |||
| US20190251439A1 | 2019-08-15 | |||
| US20190138901A1 | 2019-05-09 |
Attorney, Agent or Firm:
Y.P.LEE, MOCK & PARTNERS (KR)
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