Defensive Quantization: When Efficiency Meets Robustness

Ji Lin, Chuang Gan, Song Han

Neural network quantization is becoming an industry standard to efficiently deploy deep learning models on hardware platforms, such as CPU, GPU, TPU, and FPGAs. However, we observe…