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FoldAttention: Declared-Reference Softmax for Fast Decode and Deterministic Backward

Achanta, Sriman
arXiv (All) · Papers
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and-cluster-computingdistributedparallel
Autoregressive decode repeatedly streams a growing KV cache, making attention a major cost at long context. Existing high-performance kernels use online softmax, which discovers a row's normalization reference as it scans keys. Earlier contributions therefore remain provisional and may require resca
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