Deep Learning Aided with Quantum Computing Chips. The demands of deep learning upon processing power are likely to be met with quantum computing’s computation power more so than classical computing and graphics processors. Complex algorithms and vast quantities of data necessary for deep learning are part of the reason for such processing power consumption.