rolvsparse© achieves 20–177× speedups and 98–99.5% energy savings on real Hugging Face production models. Even fully dense workloads — 0% sparsity — reach 63× acceleration, beating vendor-optimized ...

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Abstract: For related applications based on wireless image sensor networks (WISNs), the efficiency of image signal acquisition and transmission is crucial. How to effectively reduce the data volume ...

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