LEAF: LUT-aware Efficient Attention on FPGAs
arXiv:2610.27078v1 Announce Type: new Abstract: We introduce Lookup-table (LUT)-aware Efficient Attention on FPGAs (LEAF). LEAF is the first nanosecond-scale LUT-aware transformer for FPGAs. Deploying transformers that are large enough to perform well, small enough to fit on an FPGA, and fast enoug…
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- 2026-10-21 04:00 · arXiv cs.LG
LEAF: LUT-aware Efficient Attention on FPGAs