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Method for processing two-dimensional complex matrix by artificial intelligence processor, and equipment

A complex matrix and artificial intelligence technology, which is applied in data processing according to predetermined rules, complex mathematical operations, electrical digital data processing, etc. It can solve problems such as inability to perform tensor calculations, and achieve improved performance, reduced cache time, and improved access. The effect of storage efficiency

Inactive Publication Date: 2020-05-12
SHANGHAI CAMBRICON INFORMATION TECH CO LTD
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  • Claims
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Problems solved by technology

[0003] The purpose of this disclosure is to overcome the defect that tensor calculation cannot be performed in the prior art, and to provide a method capable of processing the two-dimensional complex matrix in the off-chip storage unit

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  • Method for processing two-dimensional complex matrix by artificial intelligence processor, and equipment
  • Method for processing two-dimensional complex matrix by artificial intelligence processor, and equipment
  • Method for processing two-dimensional complex matrix by artificial intelligence processor, and equipment

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Embodiment Construction

[0020] 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.

[0021] It should be understood that the terms "first", "second", "third" and "fourth" 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 this disclosure indicate the presence of described features, integers, steps, operations, elements and / or components, but do not exclude one or more other featur...

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Abstract

The invention discloses a method for processing a two-dimensional complex matrix through an artificial intelligence processor, electronic equipment and a computing device. The computing device can beincluded in a combined processing device, and the combined processing device can further comprise a universal interconnection interface and other processing devices. The computing device interacts with other processing devices to jointly complete the computing operation specified by the user. The combined processing device can further comprise a storage device, and the storage device is connectedwith the computing device and the other processing devices and used for storing data of the computing device and the other processing devices.

Description

technical field [0001] The present invention relates to the field of data processing, and more specifically, to the field of matrix operations on artificial intelligence processors. Background technique [0002] Discrete Fourier transform and inverse discrete Fourier transform play a very wide role in the fields of digital image processing and computer vision, which makes the rapid engineering realization of discrete Fourier transform very important, but with the artificial intelligence The development of technology and the needs of more cutting-edge fields have higher requirements for image and video processing algorithms and performance, and the requirements for computing performance in various applications are getting higher and higher; only scalar calculations can be performed on the CPU , as the data size increases, the calculation time increases rapidly, so if a set of data can be directly calculated, that is, the calculation of tensors, then the calculation performanc...

Claims

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Application Information

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IPC IPC(8): G06F17/16G06F17/14G06F7/78
CPCG06F7/78G06F17/141G06F17/16
Inventor 不公告发明人
Owner SHANGHAI CAMBRICON INFORMATION TECH CO LTD
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