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COMET: A Novel Memory-Efficient Deep Learning Training Framework by Using Error-Bounded Lossy Compression.

Sian JinChengming ZhangXintong JiangYunhe FengHui GuanGuanpeng LiShuaiwen SongDingwen Tao
Published in: Proc. VLDB Endow. (2021)
Keyphrases
  • memory efficient
  • deep learning
  • lossy compression
  • machine learning
  • probabilistic model
  • online learning
  • image sequences
  • data structure
  • pattern recognition
  • training set
  • mental models