Deep Learning Inference on Embedded Devices: Fixed-Point vs Posit

Seyed H. F. Langroudi, Tej Pandit, Dhireesha Kudithipudi

Performing the inference step of deep learning in resource constrained environments, such as embedded devices, is challenging. Success requires optimization at both software and ha…