A novel memory-efficient deep learning training framework via error-bounded lossy compression.

Sian Jin Guanpeng Li Shuaiwen Leon Song Dingwen Tao

Published in: PPoPP (2021)

Keyphrases

memory efficient
deep learning
lossy compression

data structure
training set

online learning
unsupervised learning

image quality
deep architectures