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LampAttention: Look-Ahead Mixed-Precision FlashAttention for Dedicated Accelerators

Budzinskiy, Stanislav et al.
arXiv (All) · Papers
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machine-learningnumerical-analysis
While most attention logits can be computed in low precision without degrading numerical stability, current attention kernels fail to exploit this phenomenon. We introduce a novel hardware-algorithm co-design in the form of mixed-precision FlashAttention. Our method accumulates key-query products an
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