RAMP: Robust Adaptive Mixed-Precision Quantization for Edge CPU Vision Models

David Población-Criado, Dario Garcia-Gasulla, Eduardo Quinones

Deploying deep learning models on edge CPUs is bottlenecked by computational and memory constraints. Mixed-precision quantization promises to reduce inference latency while preserv…