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Data processing method, related equipment and computer readable medium

A data processing and processing core technology, applied in the computer field, can solve problems such as IO bottlenecks, affecting computing efficiency, and large IO access memory

Pending Publication Date: 2020-10-13
SHANGHAI CAMBRICON INFORMATION TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] The embodiment of the present invention provides a data processing method, which can solve the problems existing in the prior art such as large IO memory access, IO bottlenecks, and affecting computing efficiency.

Method used

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  • Data processing method, related equipment and computer readable medium
  • Data processing method, related equipment and computer readable medium
  • Data processing method, related equipment and computer readable medium

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Embodiment Construction

[0024] The following will clearly and completely describe the technical solutions in the embodiments of the present application with reference to the drawings in the embodiments of the present application. Obviously, the described embodiments are part of the embodiments of the present application, not all of them. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of this application.

[0025] The terms "first", "second", "third" and "fourth" in the specification and claims of the present application and the drawings are used to distinguish different objects, rather than to describe a specific order . Furthermore, the terms "include" and "have", as well as any variations thereof, are intended to cover a non-exclusive inclusion. For example, a process, method, system, product or device comprising a series of steps or units is not limited to the listed ste...

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Abstract

The embodiment of the invention discloses computing equipment which comprises a processor, a memory and a bus; the processor and the memory are connected through the bus, the memory is used for storing instructions, and the processor is used for calling the instructions stored in the memory and executing a specific data processing method so as to improve data processing performance and efficiency.

Description

technical field [0001] The present invention relates to the field of computer technology, in particular to a data processing method, related equipment and computer-readable media. Background technique [0002] The convolution (conv) operation is a multiplication and accumulation calculation of weight and input data. The processor obtains it by repeatedly calculating the product of the weight value and the input data, and performing cumulative calculations. Due to the limited register resources of the processor, weights and input data need to be repeatedly loaded during the convolution operation, which will bring a large amount of input and output (IO) memory access, resulting in IO bottlenecks and affecting the performance of the processor. Computational efficiency. Contents of the invention [0003] The embodiment of the present invention provides a data processing method, which can solve the problems existing in the prior art, such as a large amount of IO memory access...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F15/78G06F17/15G06N3/063
CPCG06F15/7807G06F17/15G06N3/063
Inventor 不公告发明人
Owner SHANGHAI CAMBRICON INFORMATION TECH CO LTD
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