Rethinking Differentiable Search for Mixed-Precision Neural Networks

Zhaowei Cai, Nuno Vasconcelos

Low-precision networks, with weights and activations quantized to low bit-width, are widely used to accelerate inference on edge devices. However, current solutions are uniform, us…