Phase Matters: Characterizing Heterogeneous Vision-Language Inference on a Mobile SoC

Aryama V Murthy, Yashas N Kotre, Prathmesh Sharma +3

Recent phone-class mobile SoCs expose practical NPU execution paths for on-device vision-language model (VLM) inference, but developers still lack phase-level guidance for mapping…