High Performance Computing (CS075) Spring 2017

High Performance Computing (CS075) Spring 2017

General Information:

Instructors : James Lin james[at]sjtu[dot]edu[dot]cn

Jianwen Wei weijianwen[at]sjtu[dot]edu[dot]cn

Stephen Wang wangyichao[at]sjtu[dot]edu[dot]cn
Guest Instructor : Minhua Wen wenminhua[at]sjtu[dot]edu[dot]cn
TA : Linjin Cai caijinjin4[at]sjtu[dot]edu[dot]cn

Time     : Monday 16:00 - 17:40 pm. ( 16 weeks)
Place    : 东上院507
Instructors' office   : Room 205, Network Information Center


Date Detail Slides Source Code Given by
February 20 Introduction of HPC lecture_1.pdf
Jianwen Wei
February 27 A "Hand-on" Introduction to OpenMP lecture_2.pdf lecture2.zip Stephen Wang
March 06 Introduction to Compiler Directives with OpenACC lecture_3.pdf
Stephen Wang
March 13 High-performance computing technology for AI

James Lin
March 20 Introduction to MPI lecture_5a.pdf
Jianwen Wei
March 27 Introduction to PGAS with UPC lecture_5a.pdf
Jianwen Wei
April 01 Introduction to Sunway TaihuLight Supercomputer lecture_5b.pdf
Stephen Wang
April 10 Introduction to High Performance Parallel I/O lecture_6.pdf
Jianwen Wei
April 17 Introduction to BigData Analysis Stack
Deep Learning
Jianwen Wei
April 24 Introduction of CUDA programming lecture_8.pdf
Stephen Wang
May 08 An introduction to SJTU π supercomputer
Hands-on Lab on π Supercomputer
lecture_9.pdf lecture9.zip Stephen Wang
May 15 Deep Learning


lecture10.tar.gz Jianwen Wei
May 22
James Lin
May 27 Deep Learning

Jianwen Wei
June 05 Deep Learning




Jianwen Wei
June 12 Final Projects lecture_15.pdf
Jianwen Wei

Reference Books:

1 Hennessy J L, Patterson D A. Computer architecture: a quantitative approach[M]. Elsevier, 2012.
2 Eijkhout V, Chow E, van de Geijn R. Introduction to high-performance scientific computing[M]. Lulu. com, 2010.
3 Kirk D B, Wen-mei W H. Programming massively parallel processors: a hands-on approach[M]. Morgan Kaufmann, 2010.
4 Understanding Molecular Simulation: From Algorithms to Applications, second edition

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