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Picture for Abhinav Venigalla

Representation range needs for 16-bit neural network training

Apr 06, 2021
Valentina Popescu, Abhinav Venigalla, Di Wu, Robert Schreiber

* 7 pages, 3 figures, 4 tables; conference 

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Adaptive Braking for Mitigating Gradient Delay

Jul 10, 2020
Abhinav Venigalla, Atli Kosson, Vitaliy Chiley, Urs Köster

* In Beyond First Order Methods in ML Systems workshop at the 37th International Conference on Machine Learning, 2020 

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Pipelined Backpropagation at Scale: Training Large Models without Batches

Mar 25, 2020
Atli Kosson, Vitaliy Chiley, Abhinav Venigalla, Joel Hestness, Urs Köster

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