Files
foxhunt/docs
jgrusewski 63226f17cb sp7(cuda): loss-balance controller kernel (producer-only)
Single-block 8-thread kernel: 2 heads (CQL, C51) × 4 branches. Reads
3-float views into grad_decomp_result_pinned for IQN/CQL_SX/C51, plus
FLATNESS_BASE for the per-branch target modulator. Writes new budgets +
raw Wiener observations (diff² and sample²) to producer scratch.

Per-branch flatness-modulated target ratio (CQL → ANCHOR×(1-flatness),
C51 → ANCHOR×flatness). Wiener-optimal α from per-branch EMA state
slots, clamped to [1e-4, 0.5]. Cold-start seeds at consumer-side
bootstrap (0.02 CQL, 0.05 C51) on first observation; sentinel-aware.

Producer-only commit; build.rs entry, kernel slot, launch site land in
subsequent tasks.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-03 01:12:46 +02:00
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