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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:
SC (2020)
Keyphrases
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deep learning
memory capacity
unsupervised learning
unsupervised feature learning
main memory databases
machine learning
database systems
distributed environment
mental models
weakly supervised
behavioral data
semi supervised
multiscale
reinforcement learning
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