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Method, system and device for improving chip computing performance and medium

A computing performance and chip technology, applied in the field of computing, can solve problems such as difficult universality and difficult algorithm support to achieve high efficiency, and achieve the effect of improving performance

Active Publication Date: 2020-05-19
INSPUR SUZHOU INTELLIGENT TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, such a solution will have the problem that it is difficult to achieve universality, that is, it is difficult to achieve efficient support for algorithms of different scales in different application scenarios.

Method used

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  • Method, system and device for improving chip computing performance and medium
  • Method, system and device for improving chip computing performance and medium
  • Method, system and device for improving chip computing performance and medium

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Experimental program
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Embodiment Construction

[0020] In order to make the object, technical solution and advantages of the present invention clearer, the embodiments of the present invention will be further described in detail below in conjunction with specific embodiments and with reference to the accompanying drawings.

[0021] It should be noted that all expressions using "first" and "second" in the embodiments of the present invention are to distinguish two entities with the same name but different parameters or parameters that are not the same, see "first" and "second" It is only for the convenience of expression, and should not be construed as a limitation on the embodiments of the present invention, which will not be described one by one in the subsequent embodiments.

[0022] Based on the above purpose, the first aspect of the embodiments of the present invention proposes an embodiment of a method for improving computing performance of a chip. figure 1 What is shown is a schematic diagram of an embodiment of the m...

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Abstract

The invention discloses a method, system and device for improving chip computing performance and a storage medium. The method comprises the following steps: a general processor core decomposes a computing task into a plurality of parallel sub-tasks, and distributes the plurality of sub-tasks to a parallel control array; the parallel control array preprocesses the plurality of sub-tasks, and allocates the preprocessed sub-tasks to a computing acceleration unit array corresponding to the parallel control array; judging whether each computing unit in the computing acceleration unit array can process the distributed sub-tasks or not; and in response to the fact that the computing units in the computing acceleration unit array cannot process the allocated sub-tasks, allocating the sub-tasks toother computing units. According to the method, the system, the equipment and the medium for improving the computing performance of the chip, the parallel control array is added to perform data preprocessing, and the computing acceleration unit array only performs special computing, so that the computing performance is improved.

Description

technical field [0001] The present invention relates to the computing field, more specifically, to a method, system, computer equipment and readable medium for improving chip computing performance. Background technique [0002] As a coprocessor for AI (Artificial Intelligence, artificial intelligence) computing acceleration, the most mainstream is GPU (Graphics Processing Unit, graphics processing unit). With the integration of thousands of parallel computing cores, GPU can provide the strongest AI computing performance. But the problem with GPUs is price and power consumption. Therefore, some fully customized AI chips are customized and optimized for specific scenarios, and have been applied in the AI ​​field that is sensitive to cost and power consumption. Semi-customized (FPGA (Field Programmable Gate Array, Field Programmable Gate Array)) AI chips are mainly used in some experimental fields and fields with less stringent performance requirements. [0003] In various AI...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F9/38G06F13/28
CPCG06F9/3869G06F9/3877G06F13/28Y02D10/00
Inventor 李拓
Owner INSPUR SUZHOU INTELLIGENT TECH CO LTD