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[Feature] Support Hailo for machine learning hardware acceleration

Source: immich-app/immich#17230 · opened by @arthurmcgregor
I have searched the existing feature requests, both open and closed, to make sure this is not a duplicate request. • Yes The feature I run Immich on a Raspberry Pi 5 and would like to connect a Raspberry Pi AI Hat to improve machine learning performance. From what I understand, this would require supporting the Hailo modules for hardware acceleration. I suspect the Raspberry Pi 5 is a common entrypoint for people starting on their self-hosting journey (like myself!) so supporting the RPi AI hardware would be valuable. The relevant hardware is currently: • [AI HAT]( with "13 and 26 tera-operations per second (TOPS) variants, built around the Hailo-8L and Hailo-8 neural network inference accelerators" • [AI Kit]( with "13 tera-operations per second (TOPS) neural network inference accelerator built around the Hailo-8L chip." There was a related discussion [here]( but that discussion is closed and the Hailo part was a side-discussion, so o…

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