Algebraic Integer Quantization for Machine Learning Applications

Anthony Kostal-Vazquez, Vassil Dimitrov, Branden Butler

In this article, we propose algebraic integer number formats (AINF) as a framework for highly configurable and accurate compressed computation. A key property of AINF is its straig…