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Fast and accurate variable batch size convolution neural network training on large scale distributed systems.
Zhongzhe Hu
Junmin Xiao
Ninghui Sun
Guangming Tan
Published in:
Concurr. Comput. Pract. Exp. (2022)
Keyphrases
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distributed systems
neural network training
batch size
training algorithm
batch mode
fixed cost
neural network
poisson process
single item
learning environment
artificial neural networks
upper bound
regression model
incremental learning
particle swarm optimisation