Quantization explained with PyTorch - Post-Training Quantization, Quantization-Aware Training

In this video I will introduce and explain quantization: we will first start with a little introduction on numerical representation of integers and floating-point numbers in computers, then see what is quantization and how it works. I will explore topics like Asymmetric and Symmetric Quantization, Quantization Range, Quantization Granularity, Dynamic and Static Quantization, Post-Training Quantization and Quantization-Aware Training. Code: https://github.com/hkproj/quantization-notes PDF slides: https://github.com/hkproj/quantization-notes Chapters 00:00 - Introduction 01:10 - What is quant…