mobile

Definition

"Mobile" in a title means the model must run on a phone or embedded device rather than a server, so compute, memory, battery, and thermal limits drive every design choice — hence quantization, distillation, and architectures like MobileNet. The motivation is not only cost: on-device inference removes network round trips and keeps user data off the wire, which is frequently the deciding argument.