高效能計算
High Performance Computing
| 節 | 週三 |
|---|---|
5 13:20–14:10 | 高效能計算 YL401（陽明） 2 節連堂 |
6 14:20–15:10 |
* 根據陽明交大上課時間表所列
The purpose of this course is to provide the foundations of HPC. Students are able to understand the concept of HPC, and they can learn how to implement parallel algorithms with different programming models on a variety of hardware architectures. The goal of this course is to give you the foundations for developing, analyzing, and implementing parallel algorithms. We will introduce parallel algorithms theory with hands-on exercises on modern HPC systems, such as OpenMP for multi-cores and CUDA for graphics co-processors (GPUs), and MPI and Hadoop models for distributed memory systems.
(1) Basic ability of C programming
無備註
The purpose of this course is to provide the foundations of HPC. Students are able to understand the concept of HPC, and they can learn how to implement parallel algorithms with different programming models on a variety of hardware architectures.
Midterm Report: 30% Final Project: 40% Attendance: 10% Homework: 20%
教師未提供此項資料
| 週次 | 主題 |
|---|---|
| 第 1 週 | Introduction to High Performance Computing 2022/9/14 |
| 第 2 週 | High Performance Computing Architecture 2022/9/21 |
| 第 3 週 | High Performance Computing ProgrammingHight Performance Computing Programming 2022/9/28 |
| 第 4 週 | The Concept of Parallel Computing 2022/10/05 |
| 第 5 週 | Parallel Computing Algorithms (1) 2022/10/12 |
| 第 6 週 | Parallel Computing Algorithms (2) 2022/10/19 |
| 第 7 週 | Parallel Computing Programming: OpenMP (1) 2022/10/26 |
| 第 8 週 | Midterm Report 2022/11/02 |
| 第 9 週 | Parallel Computing Programming: CUDA (1) 2022/11/09 |
| 第 10 週 | Parallel Computing Programming: CUDA (2) 2022/11/16 |
| 第 11 週 | Parallel Computing Programming: CUDA (3) 2022/11/23 |
| 第 12 週 | Parallel Computing Programming: CUDA (4) 2022/11/30 |
| 第 13 週 | Final Project: Progress 2022/12/07 |
| 第 14 週 | The Concept of Distributed Computing 2022/12/14 |
| 第 15 週 | Final Project Presentation 2022/12/21 |
| 第 16 週 | Final Project Tuning 2022/12/28 |
| 第 17 週 | Final Project Tuning 2023/01/04 |
| 第 18 週 | Final Project Tuning 2023/01/11 |
Reference: David L. Chopp, Introduction to High Performance Scientific Computing, ISBN-10: 1611975638
- 地點
- 守仁樓327-2室
- 時間
- 教師未提供此項資料
- 聯絡方式
- Email聯繫: clhung@gm.ym.edu.tw