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vla.simd: Efficient CPU Inference for Language-Conditioned Manipulation

Nguyen, Khanh D. et al.
arXiv (All) · Papers
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roboticssystems-and-control
Deploying language-conditioned manipulation without a dedicated GPU requires efficient inference and action chunks that cover the delay between policy queries. We present vla.simd, a CPU inference engine that combines shared SIMD micro-kernels, reusable computation, and target-specific optimization.
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