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Scaling Distributed Deep Learning Workloads beyond the Memory Capacity with KARMA.
Mohamed Wahib
Haoyu Zhang
Truong Thao Nguyen
Aleksandr Drozd
Jens Domke
Lingqi Zhang
Ryousei Takano
Satoshi Matsuoka
Published in:
CoRR (2020)
Keyphrases
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deep learning
memory capacity
unsupervised learning
machine learning
unsupervised feature learning
distributed environment
weakly supervised
main memory databases
database systems
mental models
behavioral data
storage capacity
data structure
decision makers