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Measured head-to-head vs llama.cpp on the same silicon: the flash-attn dense-prefill result on GB10 (+42%, still 0.77-0.84x, stated honestly as the one trailing axis), the CUDA decode-graph / MoE-prefill / GDN-kernel leads, AMD gfx1151 prefill+decode, and cross-backend decode parity. Compiles clean (13 pp).
261 KiB
261 KiB