週次 |
日期 |
單元主題 |
第1週 |
2/19 |
Overview of the Course: Why and How to Develop High Performance AI Systems with Hardware-Software Co-Design |
第2週 |
2/26 |
Introduction to High Performance AI Systems |
第3週 |
3/05 |
Introduction to High Performance AI Systems |
第4週 |
3/12 |
Performance Analysis for Deep Learning Systems |
第5週 |
3/19 |
Performance Analysis for Deep Learning Systems |
第6週 |
3/26 |
Performance Analysis for Deep Learning Systems |
第7週 |
4/02 |
春假 |
第8週 |
4/09 |
Discussion: Research Papers
#1Efficient Processing of DeepNeural Networks: A Tutorialand Survey
|
第9週 |
4/16 |
Industry's View: Invited Speakers from Qualcomm |
第10週 |
4/23 |
Discussion: Research Papers |
第11週 |
4/30 |
Discussion: Research Papers |
第12週 |
5/07 |
Final Project Proposal |
第13週 |
5/14 |
Discussion: Research Papers |
第14週 |
5/21 |
Final Project Progress Report |
第15週 |
5/28 |
Discussion: Research Papers |
第16週 |
6/04 |
Final Project Progress Report |
第17週 |
6/11 |
Final Project Progress Report |
第18週 |
6/18 |
Final Project Demo/Report |