Stage-based Hyper-parameter Optimization for Deep Learning

Shin Ahnjae
Shin Ahnjae
Shin Dong-Jin
Shin Dong-Jin
Cho Sungwoo
Cho Sungwoo
Kim Do Yoon
Kim Do Yoon
Jeong Eunji
Jeong Eunji
Yu Gyeong-In
Yu Gyeong-In
Cited by: 1|Views19

Abstract:

As deep learning techniques advance more than ever, hyper-parameter optimization is the new major workload in deep learning clusters. Although hyper-parameter optimization is crucial in training deep learning models for high model performance, effectively executing such a computation-heavy workload still remains a challenge. We observe ...More

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