Revolution Computing is developing a radical new approach to accelerating emerging sparse machine learning workloads.  Through the Revolution Architecture, we are capable of delivering more than 17 times the performance at a quarter of the energy of alternative solutions.  These capabilities come from fundamentally re-inventing the microprocessor to handle an era where irregular compute and abundant data access patterns are commonplace.