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Data processing method and device and related product

A technology for data processing and processing conditions, applied in the computer field, can solve problems such as fusion segmentation, unsupported fusion, and decline in optimization effects, and achieve the effects of reducing fusion segmentation, data processing, and processing overhead

Pending Publication Date: 2022-03-15
ANHUI CAMBRICON INFORMATION TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, some nodes may not support fusion, resulting in fusion fragmentation, which reduces the optimization effect

Method used

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  • Data processing method and device and related product
  • Data processing method and device and related product
  • Data processing method and device and related product

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Embodiment Construction

[0023] The following will clearly and completely describe the technical solutions in the embodiments of the present disclosure with reference to the accompanying drawings in the embodiments of the present disclosure. Apparently, the described embodiments are part of the embodiments of the present disclosure, not all of them. Based on the embodiments in the present disclosure, all other embodiments obtained by those skilled in the art without making creative efforts belong to the protection scope of the present disclosure.

[0024] It should be understood that the terms "first", "second", and the like in the claims, specification and drawings of the present disclosure are used to distinguish different objects, rather than to describe a specific order. The terms "comprising" and "comprises" used in the specification and claims of the present disclosure indicate the presence of described features, integers, steps, operations, elements and / or components, but do not exclude one or m...

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Abstract

The invention relates to a data processing method and device and a related product. The product comprises a processor, the processor comprises a plurality of processing units and a storage unit, the processing units are used for executing instruction sequences such as updating computational graphs and processing data, and the storage unit is used for storing data and can comprise a random access memory (RAM) and a register file. A plurality of processing units in the processor can share a part of storage space, such as a part of RAM storage space and a register file, and can also have respective storage space at the same time. By using the processor, the operation efficiency of related products during operation of the neural network model can be improved.

Description

technical field [0001] The present disclosure relates to the field of computer technology, in particular to a data processing method and device and related products. Background technique [0002] With the development of computer technology, data flow programming technology has emerged, which can split complex calculations into simple calculations, for example, split into multiple nodes, making calculations easier and easier to use, but will cause additional calculations Overhead, in related technologies, multiple simple calculations can be fused into an overall node before the processing device performs the calculation, and the processing device performs the overall calculation, so as to reduce the time for data transmission between nodes and improve the calculation efficiency. However, some nodes may not support fusion, resulting in fragmentation of fusion, which degrades the optimization effect. Contents of the invention [0003] Based on this, it is necessary to provid...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F9/50
CPCG06F9/5066G06F9/5061G06F9/5038
Inventor 不公告发明人
Owner ANHUI CAMBRICON INFORMATION TECH CO LTD