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GW16168 NXP Ara240 DNPU AI Accelerator
The GW16168 NXP Ara240 DNPU AI Accelerator is an M.2 2280 M-Key card by Gateworks for use in the Gateworks single board computers. For more product information see here: https://www.gateworks.com/products/gw16168-m2-ai-accelerator-usa-made/
Terminology
The following terminology is used in the Kinara documentation:
- Ara1 / Ara2 processor: An ultra low-power programmable Neural Network processor
- Kinara SDK: Kinara Software Development Kit
- DVNC: Kinara Network Compiler
- DVSim: Kinara Simulator
- DVConvert: Kinara Network Converter
- NNApp: Neural Network Application
- Development Platform: Machine to compile model and run simulator
- Target Platform: Platform which Ara1 / Ara2 processor connects to
- PPA: Power, Performance and Accuracy - metrics reported by the compiler
- SOF: Schedule Optimization Factor - a measure reported by the compiler
Documentation and links
Public:
- https://github.com/nxp-imx/rt-sdk-ara2 - NXP's repo for ara2 runtime SDK v2.04 with dynamic linked binaries
- https://github.com/nxp-imx-support/uiodma-driver - Kernel driver GPL-2.0
NXP Ara240 DNPU AI Accelerator Quick Start
Coming soon!
Troubleshooting
Please note software support should be routed through NXP, who produces the Ara240 DNPU Chip.
Attachments (11)
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dog.jpg
(163.2 KB
) - added by 5 weeks ago.
COCO validation image with a dog on a bench
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dog_detect.jpg
(166.6 KB
) - added by 5 weeks ago.
COCO dog image with detections
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traffic_detect_yolo8n.jpg
(600.4 KB
) - added by 5 weeks ago.
Traffic image with detections via yolo8n
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traffic_detect_yolo8x.jpg
(619.0 KB
) - added by 5 weeks ago.
Traffic image with detections via yolo8x
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image_detect.py
(6.6 KB
) - added by 5 weeks ago.
image detection command line app
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vision-webapp.py
(19.2 KB
) - added by 5 weeks ago.
video inference webapp
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vision-webapp.png
(509.7 KB
) - added by 5 weeks ago.
screenshot of vision webapp performing labelling on an mp4 of traffic
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vlm-webapp.png
(414.8 KB
) - added by 5 weeks ago.
screenshot of vlm webapp showing processing of what is going on in a video
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traffic.jpg
(560.5 KB
) - added by 5 weeks ago.
Traffic image
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vision-webapp.jpg
(169.4 KB
) - added by 5 weeks ago.
screenshot of vision webapp performing labelling on an mp4 of traffic
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vlm-webapp.jpg
(176.0 KB
) - added by 5 weeks ago.
screenshot of vlm webapp showing processing of what is going on in a video
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