Processor and processing method

A processing method and processor technology, applied in the field of information processing, can solve problems such as unbalanced load, low core utilization, high energy consumption, etc., and achieve the effect of reducing overhead and improving processing performance

Pending Publication Date: 2019-11-26
SHANGHAI CAMBRICON INFORMATION TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, when the traditional task scheduling method is applied to multi-core neural network processors, there are problems of low service quality, low core utilization, unbalanced load, and high energy consumption.

Method used

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  • Processor and processing method

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Embodiment Construction

[0072] 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.

[0073] 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 invention provides a processor and a processing method. The processor comprises a task segmentation device used for carrying out task segmentation according to task segmentation granularity, and ahardware resource division device for dividing the hardware resources of the processor according to the task segmentation result. According to the processor and the processing method, the task is segmented, and different hardware configurations are performed according to the task segmentation, so that the processing performance is improved, and the overhead is reduced.

Description

technical field [0001] The present application relates to the technical field of information processing, and in particular to a processor and a processing method. Background technique [0002] Neural network algorithms have become state-of-the-art in many different fields, such as image recognition, speech recognition, and natural language processing. Chief among these networks is deep learning. These neural networks complete different operations through different layers of neurons, so as to process the input data and finally obtain the corresponding output results. Generally speaking, different input samples get different output results through the same neural network, that is, a fixed neural network completes the mapping from one input to one output. However, for many scenarios, there are multiple input samples at the same time, and these inputs need to be completed quickly, that is, there are multiple service requests. At the same time, the batch training method is usu...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F9/50
CPCG06F9/5027G06F9/5061G06N3/063G06N3/006G06N3/126G06N3/084G06F9/5066G06F2209/5017G06N5/01G06N3/047G06N3/048G06N3/044G06N3/045G06F9/505G06N3/04G06N3/02G06F9/5038G01N30/8644G06F1/329
Inventor 不公告发明人
Owner SHANGHAI CAMBRICON INFORMATION TECH CO LTD
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