Announcement
Welcome to AI computing systems!
Last updated: 2026/09/29
Course Info.
Time & Location
| Lectures (ShanghaiTech SIST class): | Tuesday & Thursday 15:00-16:40, Week 1-12 Teaching Center 201 |
| Lectures (SISI's class): | Wednesday 10:15-11:55, Week 1-12 Friday 08:15-9:55, Week 1-12 Room 307 |
Course Materials
Textbook & References:
- 《智能计算系统：从深度学习到大模型 第2版》
- Patterson, David A. and Hennessy, John L. Computer Organization and Design RISC-V edition. Morgan Kaufmann. (P&H)
- 《计算机组成与设计：硬件/软件接口》原书第5版
Course Platforms:
- ShanghaiTech SIST
- Piazza: Course forum for discussions and Q&A
- Gradescope: Lab, project etc. submissions
- SISI
- Piazza: Course forum for discussions and Q&A
- Gradescope: Lab, project etc. submissions
Course Grading
Grading
| Lab | 60% |
| Project | 30% |
| Participation | 10% |
| Total | 100% |
Note: Participation score can be earned by in-lecture quiz, class forum participation, etc.
Weekly Calendar and Assignments
| Week | Date | Topics | Labs | Projects |
|---|---|---|---|---|
| 1 | 09-15/16 | Introduction | Tutorial To be released |
No project |
| 09-17/18 | Background and ML Basics | |||
| 2 | 09-20/22 | Neural Network I | Lab 0 for SIST, ShanghaiTech DDL: Sep. 28th |
No project |
| 09-23/24 | Neural Network II | |||
| 3 | 09-29/30 | Neural Network III | Lab 1 for SIST, ShanghaiTech DDL: Oct. 11th |
No project |
| -- | National Day Holiday |
Notice:
- All deadlines in the table (shown in red) are 23:59:59 in Beijing time.
- Lab Project are for quick identification of task types.
- Please see Piazza and this homepage for the up-to-date announcement and assignments.
Teaching team
Siting Liu
Instructor
📧 liust
🕜 Office Hours:
By appointment.
Shengwei Gu
TA
📧 gushw2024@shanghaitech
🕜 Office Hours:
By appointment.
Zhilian Hong
TA
📧 hongzhl2024@shanghaitech
🕜 Office Hours:
By appointment.