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Re:Taking another shot at the cheap IP camera, part 2 by Namidairo on Tuesday November 10, 2026 @08:39PM (#50448811)
> Profiling shows that memory bandwidth and the CPU shoveling bytes into the NNA is currently the biggest bottleneck.

Well, I imagine the numbers would be even worse on stock images, given that the vendor SDK restricted the 512-bit MXU3 instructions to only run on the first core, if I recall?

Re:Taking another shot at the cheap IP camera, part 2 by inoop on Wednesday November 11, 2026 @07:21AM (#50452581)
The NNA lives outside the MXU3 extensions. On the stock image, they're using 4-bit layers for a big chunk of the inference, and they're actually getting really good framerates (the actual numbers escape me atm). That was always a future work step for me.