P. K. Suhas

Mixed Precision Neural Quantization with Multi-Objective Bayesian Optimization for on-Device Deployment

Mixed-precision quantization has emerged as a solution in recent times for accurate inference of Deep Neural Networks on edge. However the prior-art is far from being deployable on embedded devices due to various practical limitations. In this work, a pipeline is designed that a) performs layer-wise…