llama.cpp

f280b269 - metal : per-device tuned (Q, NE) for flash-attn vec (#26570)

metal : per-device tuned (Q, NE) for flash-attn vec (#26570) * metal : per-device tuned (Q, NE) for flash-attn vec (#25750) * rebase Q-generic FA vec body from 01dc93607 (#23114) * add 53 f16 (Q,NE) flash-attn vec instantiations (vec 80 -> 133) * add FA vec (Q,NE) tuning table + dispatch wiring + SMEM cap fallback * add FA vec (Q,NE) perf sweep * fill tuning result * fold family table into a per-family representative SKU * refactor tuning result format * extend FA vec tuning to quantized KV caches * sync fa vec tuner bucketing with runtime, use pointwise tuning regret * update tuned table * format and cleanup * prefix fa_vec tuning procs with ggml_backend_metal_tuning_, drop unused fa_vec_override_active * add device id -> token lookup for the offline tuning tool * add ggml-metal-tuning skeleton * add op-agnostic perf cell + median timing for the tuner * add FA-vec graph build + tensor init to the tuner * tools : add FA-vec (Q,NE) sweep, compression and table emit * cool down and re-measure the dirty window on thermal drift * test-backend-ops : replace the FA vec tune mode with a bounded (Q,NE) slice * tools : document the Metal tuner, point the table comment at it * abort on unknown KV type, single-source fa_vec_legal_ne * cleanup * honor -o in the FA vec (Q,NE) slice * retune FA-vec (Q, NE) under a pointwise no-harm gate * cont : add fa-vec tunings for M1 Pro, M2 Ultra, M5 Max --------- Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>