hpc2018

MatsuLab. Lecture Note

大規模計算論 High Performance Computing †

OCW †

• H30年度 | 大規模計算論 - TOKYO TECH OCW

Date & Room †

• December 5 (Wed) (Orientation)
  • Period 3-4 (10:45-12:15), 5-6 (13:20-14:50) @ H116
• December 18 (Tue)
  • Period 1-4 (9:00-12:15), 5-8 (13:20-16:35) @ S518
• December 19 (Wed)
  • Period 1-4 (9:00-12:15) ＠ S518
• December 20 (Thu)
  • Period 1-4 (9:00-12:15), 5-8 (13:20-16:35) ＠ H117
• January 7 (Mon) (Extra time slot)
  • Period 1-4 (9:00-12:15) ＠ W832

Contact †

目次 †

授業概要と参考資料 Guidance and References †

• ガイダンス資料/Guidance：hpc2018_guidance.pdf

発表スケジュール Schedule †

Date	Presenter	Slides	Paper
12/05	(Orientation)	hpc2018_guidance_slides.pdf
12/05		RNN, DL
12/18	Yashima	yashima.pdf	A Bayesian Perspective on Generalization and Stochastic Gradient Descent
12/19	Tsuchikawa	tsuchikawa.pdf	Deep learning at 15PF: supervised and semi-supervised classification for scientific data
12/19	Lingqi	linqi.pdf	Optimizing Memory Efficiency for Deep Convolutional Neural Networks on GPUs
12/20	Ryan	barton.pdf	Training distributed deep recurrent neural networks with mixed precision on GPU clusters
12/20	Mateusz	mateusz.pdf	CosmoFlow: using deep learning to learn the universe at scale
TBD	Chen	TBD	Efficient Sparse-Winograd Convolutional Neural Networks

論文リスト Papers List †

• 論文リスト

リンク Links †

• ACM/IEEE Supercomputing
• IEEE IPDPS
• IEEE HPDC
• ACM International Conference on Supercomputing (ICS)
• ISC
• IEEE Cluster Computing
• IEEE/ACM Grid Computing
• IEEE/ACM CCGrid
• IEEE Big Data
• CiteSeer.IST
• Google Scholar
• Windows Live Academic
• The ACM Degital Library