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Computing task processing method, device and system, server and storage medium

A technology for computing tasks and processing methods, applied in the Internet field, to achieve the effect of improving hardware utilization and reducing consumption

Pending Publication Date: 2020-04-03
BEIJING DAJIA INTERNET INFORMATION TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0007] The present disclosure provides a computing task processing method, device, system, server, and storage medium, so as to at least solve the problem of consumption caused by data transmission in the related art

Method used

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  • Computing task processing method, device and system, server and storage medium
  • Computing task processing method, device and system, server and storage medium
  • Computing task processing method, device and system, server and storage medium

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Embodiment Construction

[0081] In order to enable ordinary persons in the art to better understand the technical solutions of the present disclosure, the technical solutions in the embodiments of the present disclosure will be clearly and completely described below in conjunction with the accompanying drawings.

[0082] It should be noted that the terms "first" and "second" in the specification and claims of the present disclosure and the above drawings are used to distinguish similar objects, but not necessarily used to describe a specific sequence or sequence. It is to be understood that the data so used are interchangeable under appropriate circumstances such that the embodiments of the disclosure described herein can be practiced in sequences other than those illustrated or described herein. The implementations described in the following exemplary examples do not represent all implementations consistent with the present disclosure. Rather, they are merely examples of systems and methods consisten...

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PUM

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Abstract

The invention discloses a computing task processing method, device and system, a server and a storage medium. A plurality of input cache regions are arranged in the server, and the method comprises the following steps of: generating a plurality of computing tasks based on a data processing request sent by a client; determining an input cache region of each calculation task, and respectively inputting task data corresponding to the calculation tasks into the input cache regions; under the condition that the input cache regions meeting the starting condition exist in the input cache regions, starting to execute the calculation tasks corresponding to the input cache regions meeting the starting condition; and returning the calculation result of the executed calculation task to the corresponding client. According to the invention, the consumption caused by data transmission can be reduced, the stable server throughput capacity is only related to the hardware computing performance of a slave device, and the hardware utilization rate of the slave device is improved.

Description

technical field [0001] The present disclosure relates to the technical field of the Internet, and in particular to a computing task processing method, device, system, server and storage medium. Background technique [0002] Heterogeneous computing technology is a parallel and distributed computing technology that best matches the type of parallelism (code type) of computing tasks with the type of computing that can be effectively supported by the machine (ie, machine capability), and can make full use of various computing resources. A large number of basic computing units such as matrix multiplication and convolution are included in the neural network model reasoning, and these computing units have high adaptability to parallel computing. Using heterogeneous computing technology, especially dedicated parallel acceleration hardware (such as GPU, FPGA, ASIC, etc.) can give full play to its computing advantages, thereby greatly improving the throughput capacity of back-end serv...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F9/445
CPCG06F9/44578
Inventor 黄亮钟辉江子豪蔡云飞贾宜彬刘凌志马宁宁刘理杨超姜春阳吴俊衣敏白晓航包能辉
Owner BEIJING DAJIA INTERNET INFORMATION TECH CO LTD
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