Characterizing VLA Models: Identifying the Action Generation Bottleneck for Edge AI Architectures

Manoj Vishwanathan, Suvinay Subramanian, Anand Raghunathan

Vision-Language-Action (VLA) models are an emerging class of workloads critical for robotics and embodied AI at the edge. As these models scale, they demonstrate significant capabi…