The Ledger
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FlashAttention achieves 2x to 4x wall-clock speedup with linear memory
“So in the end, we ended up being, the memory is linear in sequence length. In terms of computation, it's still quadratic, but we managed to make it much more hardware friendly, and as a result, we do get wall clock speed up on the order of two to four X which …”