CNN inference Revolutionizing AI Inference: Continuous-Flow CNNs for High-Efficiency FPGA Deployment Discover a novel approach to CNN inference on FPGAs that achieves nearly 100% hardware utilization and enables complex AI models like MobileNet on single chips.