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Achieving reliable physical autonomy demands a system-level perspective, integrating diverse components beyond isolated model performance to navigate real-world complexities.
Achieve 97x speedup and 208x energy efficiency for Multi-Scale Deformable Attention by co-designing a near-memory processing architecture that overcomes the limitations of existing NMP solutions.