Title:
COMMUNICATION DEVICE, COMMUNICATION METHOD, AND COMMUNICATION SYSTEM
Document Type and Number:
WIPO Patent Application WO/2023/276382
Kind Code:
A1
Abstract:
[Problem] To provide an information processing device for reducing the length of time needed until a calculation result will be returned, while also distributing DNN-based calculation. [Solution] One of the present disclosures is an information processing device for taking charge of some calculations of a series of calculations of a deep neural network. The information processing device: assesses whether to transmit, to a first communication device, the results of calculation midway through the series of calculations of the deep neural network; if the assessment was not to transmit, then transmits the results of at least some calculations of calculations included in a first range of the series of calculations to a second communication device which is in charge of calculation of a second range following the first range; and if the assessment was to transmit, then uses the results of the calculation midway through the series of calculations of the deep neural network to execute calculation for transmitting to the first communication device, and transmits the results of the calculation executed to the first communication device.
Inventors:
UCHIYAMA HIROMASA (JP)
MATSUDA HIROKI (JP)
SHIMEZAWA KAZUYUKI (JP)
MATSUDA HIROKI (JP)
SHIMEZAWA KAZUYUKI (JP)
Application Number:
PCT/JP2022/015609
Publication Date:
January 05, 2023
Filing Date:
March 29, 2022
Export Citation:
Assignee:
SONY GROUP CORP (JP)
International Classes:
G06N3/02; H04L45/00
Domestic Patent References:
| WO2018196631A1 | 2018-11-01 |
Foreign References:
| JP2019148876A | 2019-09-05 | |||
| JP2021068393A | 2021-04-30 |
Other References:
"TR (Technical Report) 22.874, V0.1.0", 3GPP (3RD GENERATION PARTNERSHIP PROJECT
SURAT TEERAPITTAYANON, BRANCHYNET: FAST INFERENCE VIA EARLY-EXITING FROM DEEP NEURAL NETWORKS, Retrieved from the Internet
SURAT TEERAPITTAYANON, DISTRIBUTED DEEP NEURAL NETWORKS OVER THE CLOUD, THE EDGE AND END DEVICES
SURAT TEERAPITTAYANON, BRANCHYNET: FAST INFERENCE VIA EARLY-EXITING FROM DEEP NEURAL NETWORKS, Retrieved from the Internet
SURAT TEERAPITTAYANON, DISTRIBUTED DEEP NEURAL NETWORKS OVER THE CLOUD, THE EDGE AND END DEVICES
Attorney, Agent or Firm:
NAKAMURA Yukitaka et al. (JP)
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