Lei Chen

Analysis of Research Progress on Deployment Methods for Deep Learning Models on FPGAs

A systematic review of FPGA-based DL deployment from a cross-layer perspective spanning model, compiler, architecture, runtime, and electronic design automation (EDA) is presented, highlighting that reliable cross-study comparison requires careful consideration of model configuration, precision, execution phase, batch...