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KerColle: Unlocking Fine-Grained GPU Concurrency in Vision-Language-Action Models

Li, Anna et al.
arXiv (All) · Papers
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hardware-architecturerobotics
Vision-Language-Action (VLA) models have emerged as foundational models for next-generation robotics. High VLA inference throughput is critical for meeting the control-rate requirements of robots. VLA models comprise two phases, a vision-language model (VLM) and an action head, that can be decoupled
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