Model Compression and Acceleration - 108 Academic Year
本課程是由 國立陽明交通大學電機工程學系 提供。
Textbook：
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| Instructor(s) | College of Electrical and Computer Engineering Prof. Tian-Sheuan Chang |
|---|---|
| Course Credits | 0 Credits |
| Academic Year | 108 Academic Year |
| Level | |
| Prior Knowledge | |
| Related Resources | Course Video Course Syllabus Course Handout |
| Week | Course Content | Course Video | Course Download |
|---|---|---|---|
| Introduction (1/9) | Watch Online | MP4 Download | |
| Pruning (2/9) | Watch Online | MP4 Download | |
| Pruning and Architecture Search (3/9) | Watch Online | MP4 Download | |
| Weight Quantization (4/9) | Watch Online | MP4 Download | |
| Binarization (5/9) | Watch Online | MP4 Download | |
| Low Rank Approximation (6/9) | Watch Online | MP4 Download | |
| Winograd Transformation (7/9) | Watch Online | MP4 Download | |
| Low Complexity Model From Scratch (8/9) | Watch Online | MP4 Download | |
| Dynamic Execution (9/9) | Watch Online | MP4 Download |
課程章節
| 章節 | 參考課程進度 |
| 深度學習的模型壓縮與加速 (Model Compression and Acceleration) | Introduction (1/9) |
| Pruning (2/9) | |
| Pruning and Architecture Search (3/9) | |
| Weight Quantization (4/9) | |
| Binarization (5/9) | |
| Low Rank Approximation (6/9) | |
| Winograd Transformation (7/9) | |
| Low Complexity Model From Scratch (8/9) | |
| Dynamic Execution (9/9) |
COURSE
選單