1 code implementation • 14 Jun 2016 • Stefan Hadjis, Ce Zhang, Ioannis Mitliagkas, Dan Iter, Christopher Ré
Given a specification of a convolutional neural network, our goal is to minimize the time to train this model on a cluster of commodity CPUs and GPUs.
3 code implementations • 31 May 2016 • Ioannis Mitliagkas, Ce Zhang, Stefan Hadjis, Christopher Ré
Since asynchronous methods have better hardware efficiency, this result may shed light on when asynchronous execution is more efficient for deep learning systems.
1 code implementation • 16 Apr 2015 • Stefan Hadjis, Firas Abuzaid, Ce Zhang, Christopher Ré
We present Caffe con Troll (CcT), a fully compatible end-to-end version of the popular framework Caffe with rebuilt internals.
