Zijun Jiang

MiCoPro: End-to-End Mixed Precision HW/SW Co-design with HW-aware Proxy Model

The MiCo framework is proposed, a holistic MPQ exploration and deployment framework for edge AI applications that adopts a novel optimization algorithm to search for accuracy-optimal quantization configurations under strict latency constraints and is extended to MiCoPro, which introduces a robust Hardware-Aware Proxy m...