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Fastensor: Optimise the Tensor I/O Path from SSD to GPU for Deep Learning Training.
Jia Wei
Xingjun Zhang
Longxiang Wang
Zheng Wei
Published in:
ACM Trans. Archit. Code Optim. (2023)
Keyphrases
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deep learning
deep architectures
restricted boltzmann machine
unsupervised learning
deep belief networks
unsupervised feature learning
machine learning
higher order
training set
supervised learning
training examples
image processing
pairwise
main memory
file system
solid state