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

Syllabus:

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
lecture_7.pdf
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

lecture_10a.pdf
lecture_10b.pdf

lecture10.tar.gz Jianwen Wei
May 22
lecture_11.pdf
James Lin
May 27 Deep Learning

Jianwen Wei
June 05 Deep Learning

lecture_13.pdf

lecture_14a.pdf

lecture_14b.pdf


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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