horn-dev mailing list archives

Site index · List index
Message view « Date » · « Thread »
Top « Date » · « Thread »
From "Edward J. Yoon" <edwardy...@apache.org>
Subject [DISCUSS] CPU-only for large NN
Date Fri, 04 Dec 2015 10:30:25 GMT
Hi forks,

Instead of compete (performance) with GPU-based deep learning
projects, I realized that we need to focus more on CPU cluster and
optimization.

For instance, we can provide the easy way to design large-scale neural
network with more intuitive programming interface. Then, it also can
be used for reducing the model size with pruning techniques, so that
it can be fitted in GPU memory (if neural network is getting more and
more sparse by pruning, CPU might have the advantage over GPU).

WDYT?

-- 
Best Regards, Edward J. Yoon

Mime
View raw message