Patent ID: 11871246
Assignee: DEEPSIG INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G  H  Y | IPC G  H

Claim 19:
20. The method of claim 8, wherein partitioning the nodes and directed edges of the computational dataflow graph to produce the set of software kernels to achieve the specific optimization objective comprises:
identifying the specific optimization objective as minimizing an aggregate resource use;
predicting one or more of: processing capacity of each processing unit of the plurality of processing units, memory access time of the plurality of processing units, or communication time among the plurality of processing units; and
iteratively partitioning the nodes and directed edges of the computational dataflow graph to produce the set of software kernels that minimize the aggregate resource use based on one or more of the predicted processing capacity, predicted memory access time, or predicted communication time.