Overview
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Explore the fundamentals of quantization in machine learning through this comprehensive lecture from MIT's 6.5940 course. Delve into the first part of quantization techniques as Professor Song Han guides you through essential concepts. Learn how quantization can optimize neural networks, reduce computational complexity, and improve efficiency in machine learning models. Gain insights into the theoretical foundations and practical applications of quantization methods. Access accompanying slides for enhanced understanding and visual aids. Suitable for students, researchers, and professionals seeking to deepen their knowledge in efficient machine learning techniques.
Syllabus
EfficientML.ai Lecture 5 - Quantization Part I (MIT 6.5940, Fall 2024, Zoom recording)
Taught by
MIT HAN Lab