TENT: Efficient Quantization of Neural Networks on the tiny Edge with Tapered FixEd PoiNT

no code implementations • 6 Apr 2021 • Hamed F. Langroudi, Vedant Karia, Tej Pandit, Dhireesha Kudithipudi

In this research, we propose a new low-precision framework, TENT, to leverage the benefits of a tapered fixed-point numerical format in TinyML models.

Quantization