The Application of AI Technology in GPU Scheduling Algorithm Optimization

With the rapid development of integrated circuit technology, GPU computing capabilities continue to improve. Due continuous improvement and programming capabilities, functions, performance, GPUs have been widely used in field high-tech general-purpose computers. This article is aimed at studying optimization scheduling algorithm based on AI technology. Through a combination theoretical analysis simulation experiments, concepts artificial intelligence technology are explained, impact architecture GPGPU load energy efficiency explained. On basis comprehensive cluster characteristics, new GA-TP genetic was designed, cluster, verification platform built for accuracy simulation. Experimental results show that acceleration rate significantly lower than HEFT algorithm, average reduced by nearly 25%, higher.