what is the purpose of this site?
Ironically, I remember the first Javascript demos (from 1996) I ever saw was a neural net demo: https://web.archive.org/web/19961226105339/http://www.ozemai...
Probably could be ported easily to ES 2.0 which still runs in most recent browsers. Just like in the late 80s, there was a hype cycle around neural nets in the late 90s.
It's been my experience that disabling automatic differentiation for a neural net still uses 50-100% as much memory in the forward pass/inference.