A Hitchhiker's Guide On Distributed Training of Deep Neural Networks.

Published: Oct 28, 2018
Abstract
Deep learning has led to tremendous advancements in the field of Artificial Intelligence. One caveat however is the substantial amount of compute needed to train these deep learning models. Training a benchmark dataset like ImageNet on a single machine with a modern GPU can take upto a week, distributing training on multiple machines has been observed to drastically bring this time down. Recent work has brought down ImageNet training time to a...
Paper Details
Title
A Hitchhiker's Guide On Distributed Training of Deep Neural Networks.
Published Date
Oct 28, 2018
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