Commit Graph

2 Commits

Author SHA1 Message Date
ywkang 7a9d4ec47b gqa(adr): pivot ADR-0060 to composite hybrid + lazy tl.load; add ADR-0064 cost model
- ADR-0060: GEMMs (Q.Kt, P.V) via existing tl.composite (scheduler-managed
  tiling + K/V DMA streaming); softmax merge + IPCQ tree reduction stay in
  kernel. Front TL;DR pseudocode of the final composite kernel; new section
  B lists open design items (DDD sync, K pre-transpose, dma_read lever,
  kernel-vs-scheduler tiling, ring path).
- ADR-0062: redefined from a new load_async op to global lazy tl.load
  (non-blocking + auto-wait on first use; API unchanged; goldens regenerate).
- ADR-0064 (new): per-op-type CPU issue cost model (composite ~40ns >>
  primitive) so the hybrid's CPU-saturation win becomes measurable
  (currently dispatch_cycles=0 hides it). Cost-model impl deferred.
- KO mirrors for ADR-0060/0062/0064 (-ko suffix, adr-proposed).

Rationale: non-blocking CompositeCmd offloads tiling to PE_SCHEDULER,
decoupling CPU issue-rate from execution so the CPU can saturate the
engines; the prior 'composite = no latency benefit' claim was an artifact
of dispatch_cycles=0. Docs only; no production code changed.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-04 10:19:37 -07:00
ywkang f4f55b2c1c gqa(adr): add supporting feature ADRs 0061-0063 for GQA fused attention
Proposed prerequisites surfaced while evaluating the GQA fused-attention
ADR against the actual kernbench tl/sim_engine implementation:

- ADR-0061 tl.broadcast: data-faithful GQA head reuse (fixes the
  MemoryStore nbytes check that forces h_q==h_kv==1 today).
- ADR-0062 tl.load_async: non-blocking HBM tile load for KV prefetch
  (KV-load-bound decode/long-context overlap).
- ADR-0063 tl.scratch_scope: per-tile scratch recycling (removes the
  1 MiB bump-allocator ceiling that caps context at S=16).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-03 17:38:55 -07:00