Any plan to release prebuilt CMSIS-NN

RE: Any plan to release prebuilt CMSIS-NN

Turbo J — Tue, 15 May 2018 20:40:20 GMT

But that also means you don't need to care too much about optimizing the code.

RE: Any plan to release prebuilt CMSIS-NN

quinnabrvau — Tue, 15 May 2018 13:01:44 GMT

Thank you

RE: Any plan to release prebuilt CMSIS-NN

quinnabrvau — Tue, 15 May 2018 12:59:45 GMT

I would normally agree that NN's take up a lot of resources, but I've got a single use case that is small and effective and only needs to run a couple times a second.

RE: Any plan to release prebuilt CMSIS-NN

Turbo J — Tue, 15 May 2018 09:55:05 GMT

With limited ressources on NRF51/NRF52 Cortex-M µC core, classic statistics gets better results and lower computational overhead in 99.9% of cases. Using neural networks make more sense on something with much more "beef" like Cortex-A.

RE: Any plan to release prebuilt CMSIS-NN

haakonsh — Tue, 15 May 2018 08:59:57 GMT

Hey Quinn,

We do not have any plans to release prebuilt CMSIS-NN libraries.

[quote user=""]If not, what build flags should I use to get the fastest runtime?[/quote]

I don't think any compiler can optimize the CMSIS libraries more than they already are as they are "handcrafted" by ARM engineers. This is at least true for DSP and such. I think you should direct the last question to ARM themselves as we do not have any experience with the NN library.

Cheers,

Håkon.