Search Results for author: R David Evans

Found 1 papers, 1 papers with code

AC-GC: Lossy Activation Compression with Guaranteed Convergence

1 code implementation NeurIPS 2021 R David Evans, Tor Aamodt

Parallel hardware devices (e. g., graphics processor units) have limited high-bandwidth memory capacity. This negatively impacts the training of deep neural networks (DNNs) by increasing runtime and/or decreasing accuracy when reducing model and/or batch size to fit this capacity.

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