Inference Engineering · Post 03

FlashAttention, one query block at a time

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In HBM — the full tensors

4 tokens, head dimension 3, blocks of 2. The 1/√d scale is left off so the scores stay whole numbers.

What happens on this step

On chip — SRAM

Accumulators for the current query block

How O was built this step

Written back to HBM

resident on chip this step's tile changed this step ← → arrow keys to step