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Operational circuit, chip and board card

A technology of computing circuits and computing components, which is applied in the field of circuits, can solve problems such as information loss and ineffective use, and achieve the effects of improving data multiplexing, reducing data access requirements, and improving computing efficiency

Pending Publication Date: 2021-12-14
CAMBRICON TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

This kind of calculation process is decoupled from the meaning in the original neural network model, resulting in the loss of some usable information, which cannot be effectively used

Method used

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  • Operational circuit, chip and board card
  • Operational circuit, chip and board card
  • Operational circuit, chip and board card

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Embodiment Construction

[0018] The following will clearly and completely describe the technical solutions in the embodiments of the present disclosure with reference to the drawings in the embodiments of the present disclosure. Obviously, 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 creative efforts fall within the protection scope of the present disclosure.

[0019] It should be understood that the terms "first", "second", "third" and "fourth" that may appear in the claims, specification and drawings of the present disclosure are used to distinguish different objects, rather than to describe specific order. The terms "comprising" and "comprises" used in the specification and claims of this disclosure indicate the presence of described features, integers, steps, operations, elements and / or components, but do not exclude one or more...

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Abstract

The invention discloses an operational circuit, a chip and a board card. The operational circuit may be implemented as a computing device included in a combined processing device, which may also include an interface device and other processing devices. The computing device interacts with other processing devices to jointly complete computing operation specified by a user. The combined processing device can further comprise a storage device, and the storage device is connected with the computing device and the other processing devices and used for storing data of the computing device and the other processing devices. According to the scheme disclosed by the invention, the operational circuit is optimized, and a multi-dimensional operation circuit array is realized, so that the operation of multi-dimensional data such as convolution operation is facilitated, and the operation speed of a neural network and the like is improved.

Description

technical field [0001] The present disclosure relates generally to the field of circuits. More specifically, the present disclosure relates to an arithmetic circuit, a chip and a board. Background technique [0002] At present, deep learning (Deep Learning) has become an important branch of machine learning, and it is also vigorously promoting the development of artificial intelligence (AI). The core technology of deep learning - deep neural network (DNN) has been widely used in many industries. [0003] There are a large number of multiplication, addition, and mixed operations of multiplication and addition in the neural network model. The convolution layer is one of the commonly used hidden layers in the neural network model, which extracts features from the input data through convolution operations. The neural network model contains a large number of convolution operations, and the computing performance of the convolution operation greatly affects the computing performa...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F7/544G06F17/16G06N3/04G06N3/063G06N3/08
CPCG06F7/5443G06F17/16G06N3/04G06N3/063G06N3/08
Inventor 不公告发明人
Owner CAMBRICON TECH CO LTD
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