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Edge artificial intelligence computing system framework based on SoC FPGA

An artificial intelligence and computing system technology, applied in the field of artificial intelligence, to achieve the effect of speeding up data access, reducing data handling, and enhancing ease of use

Pending Publication Date: 2020-01-24
GOWIN SEMICON CORP LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0006] The technical problem to be solved in this application is to provide a SoC FPGA-based edge artificial intelligence computing system architecture for at least one defect in the edge artificial intelligence computing system in the prior art

Method used

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  • Edge artificial intelligence computing system framework based on SoC FPGA
  • Edge artificial intelligence computing system framework based on SoC FPGA
  • Edge artificial intelligence computing system framework based on SoC FPGA

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Embodiment Construction

[0022] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0023] In this specification and claims, unless otherwise clearly stated, "a", "an" or situations without quantitative limitation refer to both singular and plural situations. Moreover, for the convenience of readers, headings or subheadings may be used in the description, which will not affect the protection scope of the present invention. For convenience, some words may be bolded, underlined, italicized or quoted. For the same content, regardless of whether...

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Abstract

An edge artificial intelligence computing system framework based on an SoC FPGA comprises an MCU subsystem and an FPGA subsystem, and the FPGA subsystem comprises an accelerator used for carrying outacceleration operation on an artificial intelligence algorithm; a shared memory used as an interface of the accelerator and the MCU subsystem; wherein the MCU subsystem uploads data to be calculated to the shared memory, and retrieves an operation result; and the accelerator independently reads data from the shared memory for operation and writes back an operation result. The system architecture has the advantages of small hardware area, low power consumption, high operational performance and high usability, and the design process is simple and flexible.

Description

technical field [0001] The present invention relates to the technical field of artificial intelligence, in particular to an edge artificial intelligence computing system framework based on SoC FPGA. Background technique [0002] With the development and wide application of artificial intelligence (AI) technology, more and more challenges are posed to AI computing in different scenarios. The application of artificial intelligence computing has gradually expanded from the cloud to the edge, such as the Internet of Things (IoT). The edge refers to the side close to the source of objects or data. For example, the edge of the Internet of Things is a large number of sensors and cameras. [0003] The edge artificial intelligence computing system must not only meet certain performance requirements, but also need to meet the requirements of small area and low power consumption. At the same time, various edge application algorithms also put forward high requirements for the ease of ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F15/76
CPCG06F15/76H03K19/1776G06N3/063G06N3/045G06N3/08
Inventor 詹宁斯·格兰特刘建华
Owner GOWIN SEMICON CORP LTD
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