H2PIPE: High throughput CNN Inference on FPGAs with High-Bandwidth Memory

Mario Doumet, Marius Stan, Mathew Hall +1

Convolutional Neural Networks (CNNs) combine large amounts of parallelizable computation with frequent memory access. Field Programmable Gate Arrays (FPGAs) can achieve low latency…