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foxhunt/crates/ml/examples
jgrusewski 3dc022b843 feat(phase-e-4-a): T10 Mamba2 backward chain + KC calibration
T10 wires the C51 → Mamba2 backward chain in both binaries:
- New alpha_train_window_store_batched_kernel captures per-step windows
  for end-of-epoch re-forward (Mamba2 cache required for backward).
- Mamba2Block::backward_from_h_enriched lets the C51 grad-input feed
  directly into Mamba2 backward, skipping the unused W_out projection.
- alpha_c51_grad_input → backward_from_h_enriched → Mamba2AdamW.step
  closes the loop in alpha_dqn_h600_smoke and alpha_compose_backtest.

Smoke (--temporal --c51): all 4 KCs PASS. R_mean -6.3 → +4.2 vs
Phase E.3 close R_mean -4.7 (no-temporal). EARLY_Q_MOVEMENT
calibration (mamba2_snapshot + mamba2_weight_distance) lifts the
diagnostic from 0.0023 (head-only) to 0.0590 (head + encoder),
giving an honest learning signal when the encoder absorbs gradient.

Backtest (--c51 --temporal --window-k 16 --isv-continual):
  cost=0.0000  best τ=0.250  Sharpe_ann=+34.56  (was +10.41 head-only,
                                                  -22.54 frozen-Mamba2)
  cost=0.0625  best τ=0.250  Sharpe_ann=+33.22
  cost=0.1250  best τ=0.250  Sharpe_ann=+30.85  (Phase 1d.4 baseline: -4.0)
  cost=0.2500  best τ=0.250  Sharpe_ann=+27.73
  cost=0.5000  best τ=0.250  Sharpe_ann=+15.68

Caveat: in-sample results; OOS gate next.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-05-15 23:49:25 +02:00
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