Method and system for sequencing artificial intelligence (ai) jobs for execution at ai accelerators

Abstract

A method for use with an artificial intelligence (AI) sequencer that is at least partially circuitry implemented and is adapted to be coupled to a plurality of AI accelerators via electronic connection, the method comprising: dispatching by the sequencer, using the electronic connection, an initial stage of an AI job having a plurality of stages to at least one of the AI accelerators for execution of the initial stage, wherein the AI job includes multiple AI functions; upon completion of the initial stage, receiving the AI job back at the sequencer; and, thereafter, dispatching by the sequencer, using the electronic connection, a next stage of the AI job to at least one different one of the AI accelerators; wherein the sequencer dispatches each AI function of the AI job at computer speed over the electronic connection to minimize any possible idle time of the AI accelerators.