News for Healthier Living

Multi-Objective Evolutionary Optimization for Hardware-Aware Neural Network Pruning

This paper frames hardware-aware neural network pruning as a multi-objective optimization problem and introduces HAMP, a memetic Multi-Objective Evolutionary Algorithm (MOEA) that optimizes both accuracy and hardware efficiency through portfolio-based selection and surrogate-assisted local search.

September 25, 2024


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