Log: results/adaptive_logs/run_2026-06-25T224106.log
[22:41:06] Adaptive MLP — COINBASE_BTCUSD — 1 TFs
[22:41:06] Config: 3 seeds/round, max 10 rounds, convergence=3 rounds, threshold=0.02
[22:41:06] Starting Calmar per TF:
[22:41:06]   8H: Calmar=0.0000  next_seed=6154 (bull seeds already trained: 36)
[22:41:06] 
════════════════════════════════════════════════════════════
[22:41:06] Round 1/10 — 1 active TFs: 8H
[22:41:06] ════════════════════════════════════════════════════════════
[22:41:06] Training: 1 TFs × 3 seeds = 3 jobs [8H=all]
[22:42:04]   ✅ 8H: 3/3 trained  (seed6154, seed6255, seed6356) [57s+57s+58s]
[22:42:04] Sweeping: 1 TFs in parallel (16 workers each) ...
[22:43:58]   ✅ sweep 8H: 113s
[22:43:58] Improvement check:
[22:43:58]   ✅ 8H: 0.0000 → 0.8344 (+0.8344)  [phase=all]
[22:43:58] Regenerating Pine presets...
✅ Rewrote strategies/strategy_mlp_scores.pine  (5/5 presets)
   Next step: paste into TradingView and run:
       python3 tools/check_pine.py --mark-valid
[22:43:58]   ✅ Pine presets
[22:43:58] 
════════════════════════════════════════════════════════════
[22:43:58] Round 2/10 — 1 active TFs: 8H
[22:43:58] ════════════════════════════════════════════════════════════
[22:43:58] Training: 1 TFs × 3 seeds = 3 jobs [8H=all]
[22:45:00]   ✅ 8H: 3/3 trained  (seed6457, seed6558, seed6659) [57s+58s+62s]
[22:45:00] Sweeping: 1 TFs in parallel (16 workers each) ...
[22:46:54]   ✅ sweep 8H: 113s
[22:46:54] Improvement check:
[22:46:54]   — 8H: 0.8344 → 0.8344 (+0.0000)  no_improve=1/3 [phase=all]
[22:46:54] 
════════════════════════════════════════════════════════════
[22:46:54] Round 3/10 — 1 active TFs: 8H
[22:46:54] ════════════════════════════════════════════════════════════
[22:46:54] Training: 1 TFs × 3 seeds = 3 jobs [8H=all]
[22:47:52]   ✅ 8H: 3/3 trained  (seed6760, seed6861, seed6962) [58s+57s+57s]
[22:47:52] Sweeping: 1 TFs in parallel (16 workers each) ...
[22:49:47]   ✅ sweep 8H: 114s
[22:49:47] Improvement check:
[22:49:47]   — 8H: 0.8344 → 0.8344 (+0.0000)  no_improve=2/3 [phase=all]
[22:49:47] 
════════════════════════════════════════════════════════════
[22:49:47] Round 4/10 — 1 active TFs: 8H
[22:49:47] ════════════════════════════════════════════════════════════
[22:49:47] Training: 1 TFs × 3 seeds = 3 jobs [8H=all]
[22:50:45]   ✅ 8H: 3/3 trained  (seed7063, seed7164, seed7265) [57s+58s+57s]
[22:50:45] Sweeping: 1 TFs in parallel (16 workers each) ...
[22:52:46]   ✅ sweep 8H: 120s
[22:52:46] Improvement check:
[22:52:46]   ⚠️ 8H: 0.8344 → 0.8344 (+0.0000)  no_improve=3/3 [phase=all]
[22:52:46]   🔄 8H: plateau in all-regime → switching to bull (existing bull seeds: 36, next: seed4646)
[22:52:46] 
════════════════════════════════════════════════════════════
[22:52:46] Round 5/10 — 1 active TFs: 8H
[22:52:46] ════════════════════════════════════════════════════════════
[22:52:46] Training: 1 TFs × 3 seeds = 3 jobs [8H=bull]
[22:53:50]   ✅ 8H: 3/3 trained  (seed4646, seed4747, seed4848) [58s+57s+64s]
[22:53:50] Sweeping: 1 TFs in parallel (16 workers each) ...
[22:55:48]   ✅ sweep 8H: 117s
[22:55:48] Improvement check:
[22:55:48]   — 8H: 0.8344 → 0.8344 (+0.0000)  no_improve=1/3 [phase=bull]
[22:55:48] 
════════════════════════════════════════════════════════════
[22:55:48] Round 6/10 — 1 active TFs: 8H
[22:55:48] ════════════════════════════════════════════════════════════
[22:55:48] Training: 1 TFs × 3 seeds = 3 jobs [8H=bull]
[22:56:47]   ✅ 8H: 3/3 trained  (seed4949, seed5050, seed5151) [59s+58s+58s]
[22:56:47] Sweeping: 1 TFs in parallel (16 workers each) ...
[22:58:47]   ✅ sweep 8H: 120s
[22:58:47] Improvement check:
[22:58:47]   — 8H: 0.8344 → 0.8344 (+0.0000)  no_improve=2/3 [phase=bull]
[22:58:47] 
════════════════════════════════════════════════════════════
[22:58:47] Round 7/10 — 1 active TFs: 8H
[22:58:47] ════════════════════════════════════════════════════════════
[22:58:47] Training: 1 TFs × 3 seeds = 3 jobs [8H=bull]
[22:59:46]   ✅ 8H: 3/3 trained  (seed5252, seed5353, seed5454) [58s+58s+58s]
[22:59:46] Sweeping: 1 TFs in parallel (16 workers each) ...
[23:01:48]   ✅ sweep 8H: 122s
[23:01:48] Improvement check:
[23:01:48]   ⚠️ 8H: 0.8344 → 0.8344 (+0.0000)  no_improve=3/3 [phase=bull]
[23:01:48]   🚫 8H: RETIRED (converged in all + bull phases)
[23:01:48] All TFs retired — stopping.
[23:01:48] 
════════════════════════════════════════════════════════════
[23:01:48] ADAPTIVE LOOP COMPLETE — 7 rounds in 20m42s
[23:01:48] ════════════════════════════════════════════════════════════

Calmar improvement summary:

─────────────────────────────────────────────────────────────────
TF      Calmar Before  Calmar After    Delta  Phase Won    Rounds
─────────────────────────────────────────────────────────────────
✅ 8H            0.0000        0.8344  +0.8344  all          7
─────────────────────────────────────────────────────────────────

[23:01:48] Running mlp_results_table...

TF           PnL %   Max DD %           Win Rate        PnL % (thru 2026-06-25)           OOS PnL % (2026-03-01+)
----- ------------ ---------- ------------------        ----------------------        --------------------------
4H       +1,612.4%     -14.4%        57% (33/58)                     +1,436.3%                 -10.3% (3 trades)
6H      +13,829.8%     -24.5%        70% (39/56)                    +13,829.8%                  +0.0% (0 trades)
8H      +35,646.3%     -31.2%        71% (44/62)                    +37,999.3%                  +6.6% (2 trades)
12H      +9,561.9%     -35.6%       49% (68/139)                     +8,389.0%                 -12.1% (3 trades)
1D       +6,452.7%     -40.8%       45% (67/149)                     +5,758.2%                  -9.9% (3 trades)

[23:01:50] ntfy sent