Search Results for author: Garth Gibson

Found 2 papers, 1 papers with code

Priority-based Parameter Propagation for Distributed DNN Training

1 code implementation10 May 2019 Anand Jayarajan, Jinliang Wei, Garth Gibson, Alexandra Fedorova, Gennady Pekhimenko

Data parallel training is widely used for scaling distributed deep neural network (DNN) training.

High-Performance Distributed ML at Scale through Parameter Server Consistency Models

no code implementations29 Oct 2014 Wei Dai, Abhimanu Kumar, Jinliang Wei, Qirong Ho, Garth Gibson, Eric P. Xing

As Machine Learning (ML) applications increase in data size and model complexity, practitioners turn to distributed clusters to satisfy the increased computational and memory demands.

Vocal Bursts Intensity Prediction

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