Revolution Computing is developing a radical new approach to accelerating emerging sparse machine learning workloads.  Through the Revolution Architecture, we are capable of delivering 4x the performance at half 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.