Publications

Research Areas :

Large Scale Distributed Deep Learning

Variance-based Gradient Compression for Efficient Distributed Deep Learning

Invited to Workshop in ICLR 2018

Large Scale Distributed Deep Learning

By : Yusuke Tsuzuku, Hiroto Imachi, Takuya Akiba

ChainerMN: Scalable Distributed Deep Learning Framework

ML Systems Workshop in NIPS 2017

Large Scale Distributed Deep Learning

By : Takuya Akiba, Keisuke Fukuda, Shuji Suzuki