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Ventaglio accelerates sparse tensor contractions by up to 7.4 times, pushing performance limits closer to theoretical roofline bounds.
Tile-based accelerators can now achieve near-peak utilization for attention layers thanks to FlatAttention, which slashes HBM traffic and outperforms even optimized GPU implementations.