Hi! My name is Yuichiro Ueno (上野 裕一郎). I am a master student at Tokyo Institute of Technology. Currently, I am working on High Performance Computing and Deep Learning.
Yohei Tsuji, Kazuki Osawa, Yuichiro Ueno, Akira Naruse, Rio Yokota, Satoshi Matsuoka, Performance Optimizations and Analysis of Distributed Deep Learning with Approximated Second-Order Optimization Method, Proceedings of the 48th International Conference on Parallel Processing: Workshops, No. 21, August 5, 2019.
Kazuki Osawa, Yohei Tsuji, Yuichiro Ueno, Akira Naruse, Rio Yokota, Satoshi Matsuoka. Large-Scale Distributed Second-Order Optimization Using Kronecker-Factored Approximate Curvature for Deep Convolutional Neural Networks, IEEE/CVF Conference on Computer Vision and Pattern Recognition, Jun. 2019.
Yuichiro Ueno, Rio Yokota. Exhaustive Study of Hierarchical AllReduce Patterns for Large Messages Between GPUs, 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID), May. 2019.