week3.md
May 27, 2021 ยท View on GitHub
Week 3: Quantization (20th March, 2021. 8am SGT)
- What is Quantization?
- Different Quantization Specs
- Weight Quantization
- Weight and Activation Quantization
- How does Quantization improve performance at the edge?
- Quantization using TFLite
- Running a Quantized network on a hardware
- Measuring Quantization Performance
- How much does quantization improve performance?
- Homework: Quantize a network using OpenVINO and measure its performance
