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TSPLIT: Fine-grained GPU Memory Management for Efficient DNN Training via Tensor Splitting.
Xiaonan Nie
Xupeng Miao
Zhi Yang
Bin Cui
Published in:
ICDE (2022)
Keyphrases
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fine grained
coarse grained
memory management
access control
training process
operating system
real time
higher order
tightly coupled
massively parallel
parallel computation
database
machine learning
concurrency control
parallel implementation