dl.acm.org
ACM Digital Library
https://dl.acm.org › doi › 10.1145 › 3666025.3699335
Fast-Inf: Ultra-Fast Embedded Intelligence on the Batteryless Edge
in the small memory of batteryless devices. (2) Ultra-fast tiny inference. Running Fast-Inf models is ultra-fast and energy-efficient due to their logarithmic time complexity. We observed up to approximately 700×speedup and less energy consumption compared to DNNs during our experiments on the MSP430FR5994 MCU. (3) Tiny runtime.