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Artificial intelligence computing device and related product

An artificial intelligence and computing device technology, applied in the field of information processing, can solve problems such as long command time, reduced computing efficiency, and efficiency impact, and achieve the effect of reducing time consumption and improving computing efficiency.

Pending Publication Date: 2020-09-29
CAMBRICON TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Artificial intelligence computing devices generally have their own instruction set, which will contain more instructions to be executed, and it will take a long time to execute all the instructions in the instruction set, which will affect the efficiency and also contain repeated instructions. For example, when processing data During the loading process, if the data size is large, multiple transfers are required to complete the address space conversion. For example, repeated addition and multiplication operations in template operations, etc., resulting in reduced calculation efficiency

Method used

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  • Artificial intelligence computing device and related product
  • Artificial intelligence computing device and related product
  • Artificial intelligence computing device and related product

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Embodiment Construction

[0031] 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.

[0032] The terms "first", "second", "third" and "fourth" in the description 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 steps...

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Abstract

The invention provides an artificial intelligence computing device and a related product. The artificial intelligence calculation device is used for executing machine learning calculation. According to the device of the invention, the instructions without the association relationship are executed in parallel; the time consumed by the instructions in the serial execution instruction set can be reduced; the computing efficiency of the computing device is improved, the same operation code in the operation code storage area is used for repeated instructions, the storage space of the operation codeis saved, the code amount of each instruction in the instruction set in the second time slice can be reduced, the instruction storage space can also be saved, and the computing efficiency is improved.

Description

technical field [0001] This application relates to the technical field of information processing, and in particular to an artificial intelligence computing device and related products. Background technique [0002] Artificial neural network is a powerful algorithm that has been applied in various fields such as image and language in recent years. The emergence of artificial intelligence computing devices can enable neural networks to be supported by hardware and perform calculations more efficiently. Artificial intelligence computing devices generally have their own instruction set, which will contain more instructions to be executed, and it will take a long time to execute all the instructions in the instruction set, which will affect the efficiency and also contain repeated instructions. For example, when processing data During the loading process, if the data size is large, multiple transfers are required to complete the address space conversion, and for example, repeate...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06N3/063G06F9/30
CPCG06N3/063G06F9/30043G06F9/30069
Inventor 不公告发明人
Owner CAMBRICON TECH CO LTD
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