Less Memory Means Smaller GPUs: Backpropagation with Compressed Activations

Daniel Barley, Holger Fröning. Less Memory Means Smaller GPUs: Backpropagation with Compressed Activations. In Mattia Cerrato, Danguole Kalinauskaite, Mantas Lukosevicius, Mykola Pechenizkiy, Kristina Sutiene, editors, Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2024, Vilnius, Lithuania, September 9-13, 2024, Revised Selected Papers, Part I. Volume 2558 of Communications in Computer and Information Science, pages 195-206, Springer, 2024. [doi]

Abstract

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