Bitwidth Heterogeneous Federated Learning with Progressive Weight Dequantization

Jaehong Yoon, Geon Park, Wonyong Jeong, Sung Ju Hwang

Abstract: In practical federated learning scenarios, the participating devices may have different bitwidths for computation and memory storage by design. However, despite the progress made in device-heteroge...