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jgrusewski 2e84fd35d4 feat(sp5): Task A8 — Pearl 1-ext per-branch num_atoms — Layer A complete

Final SP5 Layer A producer. Per-branch C51 num_atoms derived from
per-branch ATOM_V_HALF (Pearl 1, Task A1). Threshold cascade:
  v_half < 0.1  → 64 atoms (narrow Q, high resolution)
  v_half < 1.0  → 32 atoms (moderate)
  v_half ≥ 1.0  → 16 atoms (wide Q, modest resolution)

4 ISV slots [ATOM_NUM_ATOMS_BASE=274..278). Pearls A+D smooths the
discrete output during transitions; Layer B's atoms_update consumer
rounds to nearest valid count.

producer_step_scratch_buf grew 203 → 207. wiener_state_buf already
at 543 (sized at A1 for entire SP5 block).

StateResetRegistry: 1 new FoldReset entry (sp5_atom_num_atoms).

atoms_update consumer migration deferred to Layer B.

LAYER A COMPLETE. 8 producers + 3 auxiliary kernels (q_branch_stats,
grad_cosine_sim, q_skew_kurtosis) populating 110 ISV slots [174..286)
with 4 cross-fold-persistent slots carved out (Kelly).

Refs: SP5 spec 6e6e0fa11 line 1020

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

2026-05-02 00:19:36 +02:00

infra

feat(infra): GPU training launcher with local/cloud routing

2026-02-23 11:19:58 +01:00

plans

feat(dqn): enable Branching DQN with 45 factored actions (5×3×3)

2026-03-11 22:00:13 +01:00

superpowers

docs(sp5): comprehensive implementation plan — 4 layers, ~21 tasks

2026-05-01 20:01:27 +02:00

dqn-backward-nan-audit.md

fix(dqn): SP3 Mech 10 — ISV-driven h_s2 activation clamp + slot 49 diag