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Speeding Up Transformer Training By Using Dataset Subsampling - An Exploratory Analysis.
Lovre Torbarina
Velimir Mihelcic
Bruno Sarlija
Lukasz Roguski
Zeljko Kraljevic
Published in:
SustaiNLP@EMNLP (2021)
Keyphrases
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training dataset
training set
training samples
training algorithm
training process
fuzzy logic
real time
data sets
database
website
training examples
training phase
synthetic datasets
multistage
active learning
evolutionary algorithm
high dimensional
case study
computer vision