Title:
METHOD, SYSTEM, AND DEVICE FOR OPTIMIZING NEURAL NETWORK CHIP, AND STORAGE MEDIUM
Document Type and Number:
WIPO Patent Application WO/2021/259106
Kind Code:
A1
Abstract:
Disclosed are a method, system, and device for optimizing a neural network chip, and a storage medium. The method comprises: acquiring a preset neural network model; compiling the neural network model into a first intermediate expression, the first intermediate expression comprising one or more first computing units; determining, on the basis of the runtime of the one or more first computing units in a neural network chip, the total runtime of the first intermediate expression in the neural network chip; and adjusting a chip parameter of the neural network chip on the basis of the total runtime so as to optimize the neural network chip.
Inventors:
ZOU WEI (CN)
XIONG CHAO (CN)
TSOI KUEN HUNG (CN)
NIU XINYU (CN)
XIONG CHAO (CN)
TSOI KUEN HUNG (CN)
NIU XINYU (CN)
Application Number:
PCT/CN2021/100375
Publication Date:
December 30, 2021
Filing Date:
June 16, 2021
Export Citation:
Assignee:
SHENZHEN CORERAIN TECH CO LTD (CN)
International Classes:
G06N3/063
Foreign References:
| CN111753973A | 2020-10-09 | |||
| CN111210005A | 2020-05-29 | |||
| CN109299780A | 2019-02-01 | |||
| CN110515739A | 2019-11-29 | |||
| US20180349189A1 | 2018-12-06 |
Attorney, Agent or Firm:
BEYOND ATTORNEYS AT LAW (CN)
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