The goal of lightweight AI algorithm capability model: the so-called lightweight artificial intelligence refers to improving the efficiency of chips, platforms and algorithms driven by a series of lightweight technologies, realizing low-power artificial intelligence training and application deployment in a more compact physical space, and realizing intelligent operation of artificial intelligence independent of interaction with the cloud.

Lightweight analysis of artificial intelligence algorithm capability model;

The game of large model artificial intelligence is becoming more and more "clumsy" and more and more extravagant. Therefore, lightweight artificial intelligence (Tiny AI) is highly anticipated. By "slimming" the artificial intelligence model and its computing carrier, efficiency can be improved and energy consumption can be reduced.

Experts believe that lightweight artificial intelligence is driven by a series of lightweight technologies, which can improve the efficiency of algorithms, platforms and chips, realize low-power artificial intelligence training and application deployment in a more compact physical space, and realize intelligent operation independent of interaction with the cloud. It is regarded as another important application direction of artificial intelligence.