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Artificial intelligence chip and data processing method based on artificial intelligence chip

An artificial intelligence and chip technology, applied in the field of artificial intelligence, can solve the problems of low resource utilization of AI chips and consumption of AI chips, and achieve the effect of improving resource utilization

Pending Publication Date: 2020-10-30
SHENZHEN CORERAIN TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] However, obtaining data through the instruction set requires the consumption of resources of the AI ​​chip to achieve, resulting in low resource utilization of the AI ​​chip

Method used

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  • Artificial intelligence chip and data processing method based on artificial intelligence chip
  • Artificial intelligence chip and data processing method based on artificial intelligence chip
  • Artificial intelligence chip and data processing method based on artificial intelligence chip

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Experimental program
Comparison scheme
Effect test

Embodiment 1

[0052] figure 1 It is a schematic structural diagram of an artificial intelligence chip provided by Embodiment 1 of the present invention. Such as figure 1As shown, the embodiment of the present invention provides an artificial intelligence chip 10, including a data flow network for processing data to be processed based on an AI algorithm, and the data flow network includes: at least one calculation module 110 and the next flow module 120 . The artificial intelligence chip of this embodiment is suitable for performing data processing on the data to be processed based on the preset data flow direction and AI algorithm. in:

[0053] The calculation module 110 is used to calculate the data to be processed based on one of the calculation nodes corresponding to the AI ​​algorithm, and output the calculation result;

[0054] The next flow transfer module 120 corresponding to the current calculation module 110 is configured to receive the calculation result output by the calculat...

Embodiment 2

[0088] Figure 5 A data processing method based on an artificial intelligence chip provided in Embodiment 2 of the present invention is applicable to a scenario where data processing is performed on data to be processed based on a preset data flow direction and an AI algorithm. chip implementation.

[0089] Such as Figure 5 As shown, the data processing method based on the artificial intelligence chip provided by Embodiment 2 of the present invention includes:

[0090] S610. At least one calculation module in the data flow network calculates the data to be processed based on one of the calculation nodes corresponding to the AI ​​algorithm, and outputs a calculation result, and the data flow network is used to process the data to be processed based on the AI ​​algorithm ;

[0091] Among them, the data flow network refers to the network composed of various modules in the artificial intelligence chip to process the data to be processed based on the AI ​​algorithm. Data to be...

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PUM

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Abstract

The embodiment of the invention provides an artificial intelligence chip and a data processing method based on the artificial intelligence chip. The artificial intelligence chip comprises a data flownetwork used for processing to-be-processed data based on an AI algorithm, the data flow network comprises at least one calculation module, and the calculation module is used for calculating the to-be-processed data based on one operation node corresponding to the AI algorithm and outputting a calculation result; the next circulation module corresponding to the current calculation module is used for receiving the calculation result output by the calculation module and processing the calculation result; wherein the to-be-processed data flows in the data flow network according to a preset data flow direction. The to-be-processed data flows in the data flow network according to the preset data flow direction for data processing, so that the effect of improving the resource utilization rate ofthe AI chip is achieved.

Description

technical field [0001] Embodiments of the present invention relate to the technical field of artificial intelligence, in particular to an artificial intelligence chip and a data processing method based on the artificial intelligence chip. Background technique [0002] With the rapid development of artificial intelligence, many AI chips for computing artificial intelligence learning models have appeared on the market. [0003] At present, commonly used AI chips obtain data through instruction sets and process the data according to the operation rules of AI algorithms. [0004] However, acquiring data through an instruction set requires the consumption of resources of the AI ​​chip, resulting in low resource utilization of the AI ​​chip. Contents of the invention [0005] Embodiments of the present invention provide an artificial intelligence chip and a data processing method based on the artificial intelligence chip, so as to achieve the effect of improving resource utiliz...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F9/48G06N3/04
CPCG06F9/4881G06N3/045G06F15/825Y02D10/00G06F21/44
Inventor 蔡权雄
Owner SHENZHEN CORERAIN TECH CO LTD