Commit Graph

2 Commits

Author SHA1 Message Date
ywkang 6d24b9306f gqa(adr/ddd): iteration-2 corrections — GQA reuse via M-fold, transpose caveat
Verified against sim_engine data path (memory_store, data_executor):

- GQA reuse does NOT need a broadcast op. The baseline's h_q==h_kv limit
  is its head-packing reshape hack, not a missing primitive. Correct fix:
  per-KV-head loop with G folded into matmul M dim (byte-conserving
  reshape) — runs today, timing correct (m=G*T_q), data mode runs.
- ADR-0061 broadcast demoted from 'the blocker' to optional convenience.
- Surfaced tl.trans = reshape-not-transpose (memory_store reshapes;
  data_executor np.matmul on reshaped operands) -> numeric parity is
  bounded; verification is structural/timing/determinism-first (matches
  SPEC perf-model purpose). Optional tl.transpose deferred.
- Reordered DDD phase plan (P1 GQA needs no new feature; P3 scratch_scope
  is the key scale feature); added open decisions 10.10 (transpose) and
  10.11 (GQA-via-M-fold finding).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-03 17:51:03 -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