For a prefill chunk the per-row path decoded rows x topk KV records (128 x 640
a layer: 31.8 ms of a 49.6 ms attention region at TP=64). The chunk path now
decodes each cache scope once into a bf16 table (pages x page slots, NaN-free)
and the gathered_attn_idx kernel gathers each row's slots in SBUF, as
vllm-neuron#71 does. Used while the caches hold <= 32768 slots
(DEEPINFER_NEURON_ATTN_TABLE_SLOTS); size the pool with --num_kv_blocks.
Tiny V4.1 on a NeuronCore: short 8/9, long 9/9, cos >= 0.9979.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>