Side-by-Side Benchmark of NPU Platforms (Imperial College London, Cambridge)

Side-by-Side Benchmark of NPU Platforms (Imperial College London, Cambridge)

A new technical paper titled “Benchmarking Ultra-Low-Power μNPUs” was published by researchers at Imperial College London and University of Cambridge. Abstract “Efficient on-device neural network (NN) inference has various advantages over cloud-based processing, including predictable latency, enhanced privacy, greater reliability, and reduced operating costs for vendors. This has sparked the recent rapid development of microcontroller-scale NN a…