LEAPER: Fast and Accurate FPGA-based System Performance Prediction via Transfer Learning

Gagandeep Singh, Dionysios Diamantopoulos, Juan Gómez-Luna +3

Machine learning has recently gained traction as a way to overcome the slow accelerator generation and implementation process on an FPGA. It can be used to build performance and re…