Dinithi Jayasuriya

Neural Precision Polarization: Simplifying Neural Network Inference with Dual-Level Precision

2025

We introduce a precision polarization scheme for DNN inference that utilizes only very low and very high precision levels, assigning low precision to the majority of network weights and activations while reserving high precision paths …