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DropCompute: simple and more robust distributed synchronous training via compute variance reduction.
Niv Giladi
Shahar Gottlieb
Moran Shkolnik
Asaf Karnieli
Ron Banner
Elad Hoffer
Kfir Y. Levy
Daniel Soudry
Published in:
NeurIPS (2023)
Keyphrases
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variance reduction
monte carlo
gradient estimation
training set
bias variance decomposition
image sequences
trade off
classification accuracy
training samples
text categorization
error rate
sample size