Task-Aware QUBO Allocation for Mixed-Precision Quantization

Osama Orabi, Artur Zagitov, Hadi Salloum +2

Mixed-precision quantization requires discrete allocation of weight and activation bit-widths, followed by recovery of the selected network. We develop a task-aware quadratic uncon…