Energy-Efficient Visual Inspection with FFT-Based CNNs and Adaptive Floating-Point Quantization

Lukas Krupp, Marco Groß, Michael Graichen +2

This paper investigates reduced-precision floating-point arithmetic for FFT-based CNN inference on an industrial CPU-FPGA platform. We combine FFT-based convolution with adaptive p…