As data sprawls out from the network core to the intelligent edge, increasingly diverse compute resources follow, balancing power, performance, and response time. Historically, graphics processors (GPUs) were the offload target of choice for data processing. Today field programmable gate arrays (FPGAs), vision processing units (VPUs), and application specific integrated circuits (ASICs) also bring unique strengths to the table.