Hierarchical Reinforcement Learning for Neural Network Compression (HiReLC): Pruning and Quantization

Kamar Hibatallah Baghdadi, Kawther Guoual Belhamidi, Sara Belhadj +2

We present HiReLC, a hierarchical ensemble-reinforcement learning framework for automated joint quantization and structured pruning of deep neural networks. The framework decompose…