CNNs with bitfields.. low memory footprint..

Generic algorithms that could be implemented in almost any language, e.g. matrix operations and FFT.

CNNs with bitfields.. low memory footprint..

Postby dobkeratops » Sun Mar 20, 2016 1:57 pm

http://arxiv.org/abs/1603.05279

This looks rather interesting, if it works as well as claimed ; CNN's for image recognition implemented with merely 1bit precision, i.e. bit operations.

That could really help cramming more filters (and the data between layers) into Epiphany scratchpads.
dobkeratops
 
Posts: 189
Joined: Fri Jun 05, 2015 6:42 pm
Location: uk

Re: CNNs with bitfields.. low memory footprint..

Postby ed2k » Sun Mar 11, 2018 8:11 pm

ed2k
 
Posts: 113
Joined: Mon Dec 17, 2012 3:27 am


Return to Algorithms

Who is online

Users browsing this forum: No registered users and 1 guest

cron