The National Defense Authorization Act represents a step forward in the quest to upgrade the fleet at the 139th Airlift Wing.

Abstract: This paper studies the problem of pre-training for small models, which is essential for many mobile devices. Current state-of-the-art methods on this problem transfer the representational ...

Abstract: Distributed training of deep neural networks (DNNs) suffers from efficiency declines in dynamic heterogeneous environments, due to the resource wastage brought by the straggler problem in ...