Method for executing learning tasks by artificial intelligence processor and related product

A learning task, artificial intelligence technology, applied in the field of artificial intelligence, can solve the problems of low data processing efficiency and occupying inter-chip communication resources, etc.

Pending Publication Date: 2020-06-23
SHANGHAI CAMBRICON INFORMATION TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

This not only leads to a reduction in data processing efficiency, but also occupies inter-chip communication resources

Method used

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  • Method for executing learning tasks by artificial intelligence processor and related product
  • Method for executing learning tasks by artificial intelligence processor and related product
  • Method for executing learning tasks by artificial intelligence processor and related product

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Embodiment Construction

[0023] In order to make the purpose, technical solution and advantages of the present application clearer, the present application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, and are not intended to limit the present application.

[0024] The terms "first", "second" and "third" 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 or units, but optionally also includes unlisted steps or units, or optionally further includes For other steps o...

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Abstract

The invention relates to a method for an artificial intelligence processor to execute a learning task and a related product, and the method comprises the steps: enabling the artificial intelligence processor to execute a learning task instruction, changing the input sequence of all convolution kernels corresponding to a convolution layer in a neural network during convolution calculation, and obtaining a processed convolution kernel; and the artificial intelligence processor executes the learning task instruction, and performs convolution calculation on the input data and the processed convolution kernel to obtain a learning task execution result.

Description

technical field [0001] The present application relates to the technical field of artificial intelligence, in particular to a method for performing learning tasks by an artificial intelligence processor and related products. Background technique [0002] Neural network is a kind of multi-layer neural network that includes convolution calculation and has deep structure. It is one of the representative algorithms of deep learning and is good at dealing with machine learning problems related to images, especially large images. With the continuous development of digital electronic technology, the rapid development of various artificial intelligence (AI) chips has higher and higher requirements for neural network processors. As one of the widely used algorithms in smart chips, the convolutional neural network algorithm runs on the neural network processor. [0003] However, taking the faster-rcnn network as an example, there are a large number of continuous Convolution and Shuffl...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06N3/08G06N3/04G06N3/063
CPCG06N3/082G06N3/063G06N3/045
Inventor 不公告发明人
Owner SHANGHAI CAMBRICON INFORMATION TECH CO LTD
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