ProGraML: Graph-based Deep Learning for Program Optimization and Analysis

2 code implementations • 23 Mar 2020 • Chris Cummins, Zacharias V. Fisches, Tal Ben-Nun, Torsten Hoefler, Hugh Leather

We introduce ProGraML - Program Graphs for Machine Learning - a novel graph-based program representation using a low level, language agnostic, and portable format; and machine learning models capable of performing complex downstream tasks over these graphs.

BIG-bench Machine Learning