Neural Processing Unit
The Gateworks Venice SBCs that are using the i.MX8M Plus processors have a built in Neural Processing Unit (NPU) for machine learning.
- All GW74xx use the i.MX8M Plus processor
- Any GW71xx, GW72xx and GW73xx using a GW702x SOM module will use the i.MX8M Plus processor
The NPU operatines up to 2.25 TOPS.
NXP uses the term eIQ, which is 'edge intelligence'. NXP has a eIQ ML software environment for neural networks (NN).
With eIQ, there are 4 inference engines – OpenCV, Arm® NN, Arm CMSIS-NN and TensorFlow Lite
Some of the default NXP Yocto software has examples in the directory /usr/bin/tensorflow-lite-2.4.0/examples
More information can also be found on the eIQ community page:
- eIQ Edge Intelligence Starter PDF: https://www.nxp.com/docs/en/fact-sheet/EIQ-FS.pdf
- eIQ Edge Intelligence Community Page: https://community.nxp.com/t5/eIQ-Machine-Learning-Software/bd-p/eiq
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Last modified on 03/20/2024 08:55:29 PM
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