Title:
DATA PROCESSING METHOD AND SYSTEM AND RELATED DEVICE
Document Type and Number:
WIPO Patent Application WO/2022/268089
Kind Code:
A1
Abstract:
A data processing method and system and a related device, which are applied to a recommendation system comprising a memory node and a computing node. When the computing node needs to read data from the memory node so as to perform model training or to make an inference, the computing node sends different acquisition requests to the memory node according to a service requirement, an acquisition request comprising a command identifier, index information of multiple target vectors, and the like. The memory node acquires, according to the index information, the target vectors from an embedded table of a memory and, according to an operation process corresponding to the command identifier, processes the target vectors by means of a near-memory accelerator to obtain target data to return to the computing node. Processing data in the memory node decreases the amount of data transmitted from the memory node to the computing node, lowers data acquisition delay of the computing node, and also decreases the amount of data that needs to be processed by the computing node and lowers the resource occupancy of the computing node, increasing the data processing efficiency of the computing node.
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Inventors:
HU TIANCHI (CN)
SHEN SHENGYU (CN)
HUANG JIANGLE (CN)
SHEN SHENGYU (CN)
HUANG JIANGLE (CN)
Application Number:
PCT/CN2022/100226
Publication Date:
December 29, 2022
Filing Date:
June 21, 2022
Export Citation:
Assignee:
HUAWEI TECH CO LTD (CN)
International Classes:
G06F9/50; G06F17/16; G06Q30/06
Foreign References:
| US20190114108A1 | 2019-04-18 | |||
| CN112633973A | 2021-04-09 | |||
| US20200210243A1 | 2020-07-02 | |||
| CN110866191A | 2020-03-06 | |||
| US20120089621A1 | 2012-04-12 |
Attorney, Agent or Firm:
SCIHEAD IP LAW FIRM (CN)
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