FLInt: Exploiting Floating Point Enabled Integer Arithmetic for Efficient Random Forest Inference

Christian Hakert, Kuan-Hsun Chen, Jian-Jia Chen

In many machine learning applications, e.g., tree-based ensembles, floating point numbers are extensively utilized due to their expressiveness. Nowadays performing data analysis on…