CONDITIONAL GRAPH EXECUTION BASED ON PRIOR SIMPLIFIED GRAPH EXECUTION

摘要

Computer-implemented methods and associated hardware for executing directed graphs are disclosed herein. An example method includes deriving a simplified version of a directed graph, applying a pilot input tensor to the simplified version of the directed graph, and obtaining a collection of execution data during the application of the pilot input tensor to the simplified version of the directed graph. The method also includes applying a live input tensor to the directed graph and conditioning the execution of the directed graph using the collection of execution data. An output tensor is obtained from the conditional execution of the directed graph.