Now, researchers at MIT have developed an entirely new way of approaching these complex problems, using simple diagrams as a tool to reveal better approaches to software optimization in deep-learning ...

Models consist of billions of parameters, making computation expensive, and hence improved resource usage and optimization invaluable. Diagrams can ... you use," for example the energy consumption ...