Considering that the 1990s, computer scientists have measured the performance of the world’s most powerful supercomputers making use of benchmarking duties. Just about every thirty day period, they publish a rating of the leading 500 machines with fierce competition amongst nations to appear out on major. The history of this position exhibits that around time, supercomputing overall performance has improved in line with Moore’s Law, doubling roughly each and every 14 months.
But no equal position exists for AI techniques in spite of deep learning methods obtaining led to a step adjust in computational general performance. These equipment have turn into capable of matching or beating individuals at responsibilities these types of as item recognition, the historic Chinese activity of Go, numerous online video games and a huge assortment of sample recognition duties.
For pc experts, that raises the dilemma of how to evaluate the performance of these AI programs,