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Исследования2026年10月5日
FlashSinkhorn 2: Block-Sparse Entropic Optimal Transport
Streaming GPU solvers for entropic optimal transport (EOT), such as FlashSinkhorn, avoid storing the dense kernel but still evaluate all $n\times m$ point pairs in every Sinkhorn iteration. We present \textbf{FlashSinkhorn~2} (FS2), a solver for squared-Euclidean cost on…
Felix X. -F. Ye, Yu Chin Fabian Lim, Naigang Wang, Davis Wertheimer·arXiv — cs.AI
Original SourceKey Takeaways
- 01.Streaming GPU solvers for entropic optimal transport (EOT), such as FlashSinkhorn, avoid storing the dense kernel but still evaluate all $n\times m$ point pairs in every Sinkhorn iteration
- 02.We present \textbf{FlashSinkhorn~2} (FS2), a solver for squared-Euclidean cost on…
This material is provided as an extended analytical summary.
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