Physics at the Edge: Benchmarking Quantisation Techniques and the Edge TPU for Neutrino Interaction Recognition
This paper benchmarks quantization techniques and the Google Coral Edge TPU for neutrino interaction recognition, demonstrating that while the Edge TPU offers significantly lower energy consumption than CPUs and GPUs with minimal accuracy loss (particularly for Inception V3), it operates at speeds comparable to CPUs but an order of magnitude slower than GPUs.