Abstract: A system is provided that includes a set of graph processing cores and a set of dense compute cores, where the set of graph processing cores and the set of dense cores are interconnected in a network. The dense compute cores include offload queue circuitry to receive an offload request from the set of graph processing cores to handle dense compute workloads. Memory controllers are also provided in the system for use by the graph processing cores in reading and writing to memory in association with sparse graph applications, the memory controllers enhanced to efficiently handle memory transactions in sparse graph applications.

Abstract: A system is provided that includes a set of graph processing cores and a set of dense compute cores. where the set of graph processing cores and the set of dense cores are interconnected in a network. The dense compute cores include offload queue circuitry to receive an offload request from the set of graph processing cores to handle dense compute workloads. Memory controllers are also provided in the system for use by the graph processing cores in reading and writing to memory in association with sparse graph applications. the memory controllers enhanced to efficiently handle memory transactions in sparse graph applications.