(cpldcpu.wordpress.com)

156 points cpldcpu | 1 comments | 19 Oct 24 18:09 UTC | HN request time: 0.202s | source

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Fun to see neural nets pushed to such extremes, really enjoyed the post.

> The smallest models had to be trained without data augmentation, as they would not converge otherwise.

Was this also the case for the 2-bit model you ended up with?

replies(1): >>41893238 #

1. cpldcpu ◴[20 Oct 24 06:05 UTC] No.41893238[source]▶

Yes, as far as i remember the limit was somewhere around 1kbyte total parameters size.

Implementing neural networks on the "3 cent" 8-bit microcontroller