Benchmarking Quantized Neural Networks on FPGAs with FINN

Quentin Ducasse, Pascal Cotret, Loïc Lagadec +1

The ever-growing cost of both training and inference for state-of-the-art neural networks has brought literature to look upon ways to cut off resources used with a minimal impact o…